demo.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "<h1><center>The rising use case of LLM: Structuring untructured data</center></h1>"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Demo Start"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import os\n",
    "import json\n",
    "import time\n",
    "from pathlib import Path\n",
    "\n",
    "import pandas as pd\n",
    "from langchain.output_parsers import PydanticOutputParser\n",
    "from langchain_mistralai.chat_models import ChatMistralAI\n",
    "from dotenv import load_dotenv\n",
    "\n",
    "from core import run\n",
    "from prompt import DEFAULT_BASE_PROMPT, create_prompt\n",
    "from schemas import Recipe"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "load_dotenv()\n",
    "MISTRAL_API_KEY = os.getenv(\"MISTRAL_API_KEY\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>title</th>\n",
       "      <th>date</th>\n",
       "      <th>tags</th>\n",
       "      <th>introduction</th>\n",
       "      <th>ingredients</th>\n",
       "      <th>direction</th>\n",
       "      <th>output</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Creamy Mashed Potatoes</td>\n",
       "      <td>2021-03-12</td>\n",
       "      <td>[potato, side, cheesefare]</td>\n",
       "      <td>![Creamy Mashed Potatoes](/pix/creamy-mashed-p...</td>\n",
       "      <td>The quantities here are for about four adult p...</td>\n",
       "      <td>1. Peel and cut the potatoes into medium sized...</td>\n",
       "      <td>{'title': 'Creamy Mashed Potatoes', 'ingredien...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Red Sauce (Ragu all'Italiana)</td>\n",
       "      <td>2021-03-16</td>\n",
       "      <td>[italian, sauce]</td>\n",
       "      <td>My great-grandma's red sauce. All purpose: goo...</td>\n",
       "      <td>- 1/3 lb salt pork - 2 lb chuck roast - 3 Clov...</td>\n",
       "      <td>1. Mince the garlic, peel the carrot, peel and...</td>\n",
       "      <td>{'title': 'Red Sauce (Ragu all'Italiana)', 'in...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Turmeric Flatbread</td>\n",
       "      <td>2022-08-09</td>\n",
       "      <td>[bread, turkish]</td>\n",
       "      <td>A great companion to Turkish Red Lentil Soup. ...</td>\n",
       "      <td>- 1 cup Wheat Flour (white or whole) - 1/2 Tbs...</td>\n",
       "      <td>1. Combine flour, turmeric, salt and baking po...</td>\n",
       "      <td>{'title': 'Turmeric Flatbread', 'ingredients':...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Zurich-Style Meat Saute</td>\n",
       "      <td>2023-01-06</td>\n",
       "      <td>[beef, cream, swiss, quick]</td>\n",
       "      <td>Originally called \"Züri Gschnätzlets\" (Zurich ...</td>\n",
       "      <td>- 600g\\tBeef, finely sliced - 250g\\tMushrooms,...</td>\n",
       "      <td>1. Fry the meat in butter at high heat until i...</td>\n",
       "      <td>{'title': 'Zurich-Style Meat Saute', 'ingredie...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Tuscan Style Pork Roast</td>\n",
       "      <td>2021-03-10</td>\n",
       "      <td>[italian, pork, roast]</td>\n",
       "      <td>![tuscan-style-pork-roast](/pix/tuscan-style-p...</td>\n",
       "      <td>- 1 pork Roast - 2-3 Tbsp fresh rosemary - 8 c...</td>\n",
       "      <td>1.\\tPreheat oven to 275°F (135°C) 2.\\tButterfl...</td>\n",
       "      <td>{'title': 'Tuscan Style Pork Roast', 'ingredie...</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                           title       date                         tags  \\\n",
       "0         Creamy Mashed Potatoes 2021-03-12   [potato, side, cheesefare]   \n",
       "1  Red Sauce (Ragu all'Italiana) 2021-03-16             [italian, sauce]   \n",
       "2             Turmeric Flatbread 2022-08-09             [bread, turkish]   \n",
       "3        Zurich-Style Meat Saute 2023-01-06  [beef, cream, swiss, quick]   \n",
       "4        Tuscan Style Pork Roast 2021-03-10       [italian, pork, roast]   \n",
       "\n",
       "                                        introduction  \\\n",
       "0  ![Creamy Mashed Potatoes](/pix/creamy-mashed-p...   \n",
       "1  My great-grandma's red sauce. All purpose: goo...   \n",
       "2  A great companion to Turkish Red Lentil Soup. ...   \n",
       "3  Originally called \"Züri Gschnätzlets\" (Zurich ...   \n",
       "4  ![tuscan-style-pork-roast](/pix/tuscan-style-p...   \n",
       "\n",
       "                                         ingredients  \\\n",
       "0  The quantities here are for about four adult p...   \n",
       "1  - 1/3 lb salt pork - 2 lb chuck roast - 3 Clov...   \n",
       "2  - 1 cup Wheat Flour (white or whole) - 1/2 Tbs...   \n",
       "3  - 600g\\tBeef, finely sliced - 250g\\tMushrooms,...   \n",
       "4  - 1 pork Roast - 2-3 Tbsp fresh rosemary - 8 c...   \n",
       "\n",
       "                                           direction  \\\n",
       "0  1. Peel and cut the potatoes into medium sized...   \n",
       "1  1. Mince the garlic, peel the carrot, peel and...   \n",
       "2  1. Combine flour, turmeric, salt and baking po...   \n",
       "3  1. Fry the meat in butter at high heat until i...   \n",
       "4  1.\\tPreheat oven to 275°F (135°C) 2.\\tButterfl...   \n",
       "\n",
       "                                              output  \n",
       "0  {'title': 'Creamy Mashed Potatoes', 'ingredien...  \n",
       "1  {'title': 'Red Sauce (Ragu all'Italiana)', 'in...  \n",
       "2  {'title': 'Turmeric Flatbread', 'ingredients':...  \n",
       "3  {'title': 'Zurich-Style Meat Saute', 'ingredie...  \n",
       "4  {'title': 'Tuscan Style Pork Roast', 'ingredie...  "
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "path_to_data = Path(os.getcwd()) / \"data\" / \"input\"\n",
    "df = pd.read_json(path_to_data / \"recipes_v1.json\")\n",
    "df.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[HumanMessage(content='\\nWhat are the ingredients and their associated quantities as well as the steps to make the recipe described by the following The quantities here are for about four adult portions. If you are planning on eating this as a side dish, it might be more like 6-8 portions. * 1kg potatoes * 200ml milk* * 200ml mayonnaise* * ~100g cheese * Garlic powder * 12-16 strips of bacon * Butter * 3-4 green onions * Black pepper * Salt  *You can play with the proportions depending on how creamy or dry you want the mashed potatoes to be. and 1. Peel and cut the potatoes into medium sized pieces. 2. Put the potatoes in a pot with some water so that it covers the potatoes and   boil them for about 20-30 minutes, or until the potatoes are soft. 3. About ten minutes before removing the potatoes from the boiling water, cut   the bacon into little pieces and fry it. 4. Warm up the milk and mayonnaise. 5. Shred the cheese. 6. When the potatoes are done, remove all water from the pot, add the warm milk   and mayonnaise mix, add some butter, and mash with a potato masher or a   blender. 7. Add some salt, black pepper and garlic powder to taste and continue mashing   the mix. 8. Once the mix is somewhat homogeneous and the potatoes are properly mashed,   add the shredded cheese and fried bacon and mix a little. 9. Serve and top with chopped green onions. provided as raw text ?\\n\\nIn particular, please provide the following information:\\n- The name of the recipe\\n- The serving size\\n- The ingredients and their associated quantities\\n- The steps to make the recipe and in particular, the duration of each step\\n- The total duration of the recipe broken down into preparation, cooking and waiting time. The totals must be consistent with the sum of the durations of the steps. \\n- Any additional comments\\n\\nThe output should be formatted as a JSON instance that conforms to the JSON schema below.\\n\\nAs an example, for the schema {\"properties\": {\"foo\": {\"title\": \"Foo\", \"description\": \"a list of strings\", \"type\": \"array\", \"items\": {\"type\": \"string\"}}}, \"required\": [\"foo\"]}\\nthe object {\"foo\": [\"bar\", \"baz\"]} is a well-formatted instance of the schema. The object {\"properties\": {\"foo\": [\"bar\", \"baz\"]}} is not well-formatted.\\n\\nHere is the output schema:\\n```\\n{\"$defs\": {\"Ingredient\": {\"description\": \"Ingredient schema\", \"properties\": {\"id\": {\"description\": \"Randomly generated unique identifier of the ingredient\", \"examples\": [1, 2, 3, 4, 5, 6], \"title\": \"Id\", \"type\": \"integer\"}, \"name\": {\"description\": \"The name of the ingredient\", \"examples\": [\"flour\", \"sugar\", \"salt\"], \"title\": \"Name\", \"type\": \"string\"}, \"quantity\": {\"anyOf\": [{\"type\": \"number\"}, {\"type\": \"null\"}], \"default\": null, \"description\": \"The quantity of the ingredient\", \"examples\": [200, 4, 0.5, 1, 1, 1], \"title\": \"Quantity\"}, \"unit\": {\"anyOf\": [{\"type\": \"string\"}, {\"type\": \"null\"}], \"default\": null, \"description\": \"The unit in which the quantity is specified\", \"examples\": [\"ml\", \"unit\", \"l\", \"unit\", \"teaspoon\", \"tablespoon\"], \"title\": \"Unit\"}}, \"required\": [\"id\", \"name\"], \"title\": \"Ingredient\", \"type\": \"object\"}, \"Range\": {\"description\": \"Range schema\", \"properties\": {\"min\": {\"anyOf\": [{\"type\": \"number\"}, {\"type\": \"null\"}], \"default\": null, \"description\": \"The start of the range\", \"examples\": [1, 2, 3, 4, 5, 6], \"title\": \"Min\"}, \"max\": {\"anyOf\": [{\"type\": \"number\"}, {\"type\": \"null\"}], \"default\": null, \"description\": \"The end of the range\", \"examples\": [1, 2, 3, 4, 5, 6], \"title\": \"Max\"}}, \"title\": \"Range\", \"type\": \"object\"}, \"Step\": {\"properties\": {\"number\": {\"anyOf\": [{\"type\": \"integer\"}, {\"type\": \"null\"}], \"default\": null, \"description\": \"The position of the step in the recipe\", \"examples\": [1, 2, 3, 4, 5, 6], \"title\": \"Number\"}, \"description\": {\"description\": \"The action that needs to be performed during that step\", \"examples\": [\"Preheat the oven to 180\\\\u00b0C\", \"Mix the flour and sugar in a bowl\", \"Add the eggs and mix well\", \"Pour the batter into a greased cake tin\", \"Bake for 30 minutes\", \"Let the cake cool down before serving\"], \"title\": \"Description\", \"type\": \"string\"}, \"preparation_time\": {\"anyOf\": [{\"type\": \"number\"}, {\"$ref\": \"#/$defs/Range\"}, {\"type\": \"null\"}], \"default\": null, \"description\": \"The time (in minutes) spent preparing the ingredients mentioned in the step description if any.\", \"examples\": [5, 10, 15, 20, 25, 30], \"title\": \"Preparation Time\"}, \"cooking_time\": {\"anyOf\": [{\"type\": \"number\"}, {\"$ref\": \"#/$defs/Range\"}, {\"type\": \"null\"}], \"default\": null, \"description\": \"The time (in minutes) that we have to cook, bake or heat the ingredients mentioned in the step description if any.\", \"examples\": [5, 10, 15, 20, 25, 30], \"title\": \"Cooking Time\"}, \"waiting_time\": {\"anyOf\": [{\"type\": \"number\"}, {\"$ref\": \"#/$defs/Range\"}, {\"type\": \"null\"}], \"default\": null, \"description\": \"The time (in minutes) that we have to let the mixture of ingredients rest or cool down in the fridge for example.\\\\n        Only if the step description mentions it.\\\\n        \\\\n        \", \"title\": \"Waiting Time\"}, \"used_ingredients\": {\"default\": [], \"description\": \"The list of ingredient ids used in the step\", \"examples\": [[1, 2], [3, 4], [5, 6], [7, 8], [9, 10], [11, 12]], \"items\": {\"type\": \"integer\"}, \"title\": \"Used Ingredients\", \"type\": \"array\"}}, \"required\": [\"description\"], \"title\": \"Step\", \"type\": \"object\"}}, \"description\": \"Recipe schema\", \"properties\": {\"name\": {\"description\": \"The name of the recipe\", \"examples\": [\"Chocolate Cake\", \"Apple Pie\", \"Pasta Carbonara\", \"Pumpkin Soup\", \"Chili con Carne\"], \"title\": \"Name\", \"type\": \"string\"}, \"serving_size\": {\"anyOf\": [{\"type\": \"integer\"}, {\"type\": \"null\"}], \"default\": null, \"description\": \"The number of servings the recipe makes\", \"examples\": [1, 2, 4, 6, 8, 10], \"title\": \"Serving Size\"}, \"ingredients\": {\"default\": [], \"items\": {\"$ref\": \"#/$defs/Ingredient\"}, \"title\": \"Ingredients\", \"type\": \"array\"}, \"steps\": {\"default\": [], \"items\": {\"$ref\": \"#/$defs/Step\"}, \"title\": \"Steps\", \"type\": \"array\"}, \"total_preparation_time\": {\"anyOf\": [{\"type\": \"number\"}, {\"$ref\": \"#/$defs/Range\"}, {\"type\": \"null\"}], \"default\": null, \"description\": \"The total preparation time (in minutes) for the recipe.\\\\n        Must be consistent with the preparation time of the steps.\\\\n        \", \"examples\": [5, 10, 15, 20, 25, 30], \"title\": \"Total Preparation Time\"}, \"total_cooking_time\": {\"anyOf\": [{\"type\": \"number\"}, {\"$ref\": \"#/$defs/Range\"}, {\"type\": \"null\"}], \"default\": null, \"description\": \"The total cooking time (in minutes) for the recipe.\\\\n        Must be consistent with the preparation time of the steps.\\\\n        \", \"examples\": [5, 10, 15, 20, 25, 30], \"title\": \"Total Cooking Time\"}, \"total_waiting_time\": {\"anyOf\": [{\"type\": \"number\"}, {\"$ref\": \"#/$defs/Range\"}, {\"type\": \"null\"}], \"default\": null, \"description\": \"The total waiting time (in minutes) for the recipe.\\\\n        Must be consistent with the preparation time of the steps.\\\\n        \", \"examples\": [5, 10, 15, 20, 25, 30], \"title\": \"Total Waiting Time\"}, \"comments\": {\"default\": [], \"items\": {\"type\": \"string\"}, \"title\": \"Comments\", \"type\": \"array\"}, \"inference_assumptions\": {\"default\": [], \"description\": \"The list of concise assumptions made by you the Large Language Model during the generation process.\\\\n        Do not list more than 5 assumptions.\\\\n        \", \"examples\": [[\"Assumed that the recipe is for a single serving\", \"Assumed that the `1`in `1 1/2` was a typo and corrected it to `1/2`\"]], \"items\": {\"type\": \"string\"}, \"title\": \"Inference Assumptions\", \"type\": \"array\"}}, \"required\": [\"name\"]}\\n```\\nMake sure to provide a valid and well-formatted JSON.\\n\\n')]"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "model_name = \"open-mixtral-8x7b\"\n",
    "#model_name = \"open-mixtral-8x22b\"\n",
    "temperature = 0\n",
    "llm = ChatMistralAI(api_key=MISTRAL_API_KEY, model_name=model_name, temperature=temperature)\n",
    "parser = PydanticOutputParser(pydantic_object=Recipe)\n",
    "prompt = create_prompt(DEFAULT_BASE_PROMPT, parser, df[\"ingredients\"][0], df[\"direction\"][0])\n",
    "prompt"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "example = await run(llm, prompt, parser)\n",
    "example"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## End of Demo"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "What are the ingredients and their associated quantities as well as the steps to make the recipe described by the following The quantities here are for about four adult portions. If you are planning on eating this as a side dish, it might be more like 6-8 portions. * 1kg potatoes * 200ml milk* * 200ml mayonnaise* * ~100g cheese * Garlic powder * 12-16 strips of bacon * Butter * 3-4 green onions * Black pepper * Salt  *You can play with the proportions depending on how creamy or dry you want the mashed potatoes to be. and 1. Peel and cut the potatoes into medium sized pieces. 2. Put the potatoes in a pot with some water so that it covers the potatoes and   boil them for about 20-30 minutes, or until the potatoes are soft. 3. About ten minutes before removing the potatoes from the boiling water, cut   the bacon into little pieces and fry it. 4. Warm up the milk and mayonnaise. 5. Shred the cheese. 6. When the potatoes are done, remove all water from the pot, add the warm milk   and mayonnaise mix, add some butter, and mash with a potato masher or a   blender. 7. Add some salt, black pepper and garlic powder to taste and continue mashing   the mix. 8. Once the mix is somewhat homogeneous and the potatoes are properly mashed,   add the shredded cheese and fried bacon and mix a little. 9. Serve and top with chopped green onions. provided as raw text ?\n",
      "\n",
      "In particular, please provide the following information:\n",
      "- The name of the recipe\n",
      "- The serving size\n",
      "- The ingredients and their associated quantities\n",
      "- The steps to make the recipe and in particular, the duration of each step\n",
      "- The total duration of the recipe broken down into preparation, cooking and waiting time. The totals must be consistent with the sum of the durations of the steps. \n",
      "- Any additional comments\n",
      "\n",
      "The output should be formatted as a JSON instance that conforms to the JSON schema below.\n",
      "\n",
      "As an example, for the schema {\"properties\": {\"foo\": {\"title\": \"Foo\", \"description\": \"a list of strings\", \"type\": \"array\", \"items\": {\"type\": \"string\"}}}, \"required\": [\"foo\"]}\n",
      "the object {\"foo\": [\"bar\", \"baz\"]} is a well-formatted instance of the schema. The object {\"properties\": {\"foo\": [\"bar\", \"baz\"]}} is not well-formatted.\n",
      "\n",
      "Here is the output schema:\n",
      "```\n",
      "{\"$defs\": {\"Ingredient\": {\"description\": \"Ingredient schema\", \"properties\": {\"id\": {\"description\": \"Randomly generated unique identifier of the ingredient\", \"examples\": [1, 2, 3, 4, 5, 6], \"title\": \"Id\", \"type\": \"integer\"}, \"name\": {\"description\": \"The name of the ingredient\", \"examples\": [\"flour\", \"sugar\", \"salt\"], \"title\": \"Name\", \"type\": \"string\"}, \"quantity\": {\"anyOf\": [{\"type\": \"number\"}, {\"type\": \"null\"}], \"default\": null, \"description\": \"The quantity of the ingredient\", \"examples\": [200, 4, 0.5, 1, 1, 1], \"title\": \"Quantity\"}, \"unit\": {\"anyOf\": [{\"type\": \"string\"}, {\"type\": \"null\"}], \"default\": null, \"description\": \"The unit in which the quantity is specified\", \"examples\": [\"ml\", \"unit\", \"l\", \"unit\", \"teaspoon\", \"tablespoon\"], \"title\": \"Unit\"}}, \"required\": [\"id\", \"name\"], \"title\": \"Ingredient\", \"type\": \"object\"}, \"Range\": {\"description\": \"Range schema\", \"properties\": {\"min\": {\"anyOf\": [{\"type\": \"number\"}, {\"type\": \"null\"}], \"default\": null, \"description\": \"The start of the range\", \"examples\": [1, 2, 3, 4, 5, 6], \"title\": \"Min\"}, \"max\": {\"anyOf\": [{\"type\": \"number\"}, {\"type\": \"null\"}], \"default\": null, \"description\": \"The end of the range\", \"examples\": [1, 2, 3, 4, 5, 6], \"title\": \"Max\"}}, \"title\": \"Range\", \"type\": \"object\"}, \"Step\": {\"properties\": {\"number\": {\"anyOf\": [{\"type\": \"integer\"}, {\"type\": \"null\"}], \"default\": null, \"description\": \"The position of the step in the recipe\", \"examples\": [1, 2, 3, 4, 5, 6], \"title\": \"Number\"}, \"description\": {\"description\": \"The action that needs to be performed during that step\", \"examples\": [\"Preheat the oven to 180\\u00b0C\", \"Mix the flour and sugar in a bowl\", \"Add the eggs and mix well\", \"Pour the batter into a greased cake tin\", \"Bake for 30 minutes\", \"Let the cake cool down before serving\"], \"title\": \"Description\", \"type\": \"string\"}, \"preparation_time\": {\"anyOf\": [{\"type\": \"number\"}, {\"$ref\": \"#/$defs/Range\"}, {\"type\": \"null\"}], \"default\": null, \"description\": \"The time (in minutes) spent preparing the ingredients mentioned in the step description if any.\", \"examples\": [5, 10, 15, 20, 25, 30], \"title\": \"Preparation Time\"}, \"cooking_time\": {\"anyOf\": [{\"type\": \"number\"}, {\"$ref\": \"#/$defs/Range\"}, {\"type\": \"null\"}], \"default\": null, \"description\": \"The time (in minutes) that we have to cook, bake or heat the ingredients mentioned in the step description if any.\", \"examples\": [5, 10, 15, 20, 25, 30], \"title\": \"Cooking Time\"}, \"waiting_time\": {\"anyOf\": [{\"type\": \"number\"}, {\"$ref\": \"#/$defs/Range\"}, {\"type\": \"null\"}], \"default\": null, \"description\": \"The time (in minutes) that we have to let the mixture of ingredients rest or cool down in the fridge for example.\\n        Only if the step description mentions it.\\n        \\n        \", \"title\": \"Waiting Time\"}, \"used_ingredients\": {\"default\": [], \"description\": \"The list of ingredient ids used in the step\", \"examples\": [[1, 2], [3, 4], [5, 6], [7, 8], [9, 10], [11, 12]], \"items\": {\"type\": \"integer\"}, \"title\": \"Used Ingredients\", \"type\": \"array\"}}, \"required\": [\"description\"], \"title\": \"Step\", \"type\": \"object\"}}, \"description\": \"Recipe schema\", \"properties\": {\"name\": {\"description\": \"The name of the recipe\", \"examples\": [\"Chocolate Cake\", \"Apple Pie\", \"Pasta Carbonara\", \"Pumpkin Soup\", \"Chili con Carne\"], \"title\": \"Name\", \"type\": \"string\"}, \"serving_size\": {\"anyOf\": [{\"type\": \"integer\"}, {\"type\": \"null\"}], \"default\": null, \"description\": \"The number of servings the recipe makes\", \"examples\": [1, 2, 4, 6, 8, 10], \"title\": \"Serving Size\"}, \"ingredients\": {\"default\": [], \"items\": {\"$ref\": \"#/$defs/Ingredient\"}, \"title\": \"Ingredients\", \"type\": \"array\"}, \"steps\": {\"default\": [], \"items\": {\"$ref\": \"#/$defs/Step\"}, \"title\": \"Steps\", \"type\": \"array\"}, \"total_preparation_time\": {\"anyOf\": [{\"type\": \"number\"}, {\"$ref\": \"#/$defs/Range\"}, {\"type\": \"null\"}], \"default\": null, \"description\": \"The total preparation time (in minutes) for the recipe.\\n        Must be consistent with the preparation time of the steps.\\n        \", \"examples\": [5, 10, 15, 20, 25, 30], \"title\": \"Total Preparation Time\"}, \"total_cooking_time\": {\"anyOf\": [{\"type\": \"number\"}, {\"$ref\": \"#/$defs/Range\"}, {\"type\": \"null\"}], \"default\": null, \"description\": \"The total cooking time (in minutes) for the recipe.\\n        Must be consistent with the preparation time of the steps.\\n        \", \"examples\": [5, 10, 15, 20, 25, 30], \"title\": \"Total Cooking Time\"}, \"total_waiting_time\": {\"anyOf\": [{\"type\": \"number\"}, {\"$ref\": \"#/$defs/Range\"}, {\"type\": \"null\"}], \"default\": null, \"description\": \"The total waiting time (in minutes) for the recipe.\\n        Must be consistent with the preparation time of the steps.\\n        \", \"examples\": [5, 10, 15, 20, 25, 30], \"title\": \"Total Waiting Time\"}, \"comments\": {\"default\": [], \"items\": {\"type\": \"string\"}, \"title\": \"Comments\", \"type\": \"array\"}, \"inference_assumptions\": {\"default\": [], \"description\": \"The list of concise assumptions made by you the Large Language Model during the generation process.\\n        Do not list more than 5 assumptions.\\n        \", \"examples\": [[\"Assumed that the recipe is for a single serving\", \"Assumed that the `1`in `1 1/2` was a typo and corrected it to `1/2`\"]], \"items\": {\"type\": \"string\"}, \"title\": \"Inference Assumptions\", \"type\": \"array\"}}, \"required\": [\"name\"]}\n",
      "```\n",
      "Make sure to provide a valid and well-formatted JSON.\n",
      "\n",
      "\n"
     ]
    }
   ],
   "source": [
    "print(prompt[0].content)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Trial and run on the entire dataset"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "raw_outputs = []\n",
    "outputs = []"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "#df_sample = df.sample(10)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [],
   "source": [
    "# df_sample= df_sample.reset_index(drop=True)\n",
    "# for i in range(df_sample.shape[0]):\n",
    "  \n",
    "#     prompt = create_prompt(DEFAULT_BASE_PROMPT, parser, df_sample[\"ingredients\"][i], df_sample[\"direction\"][i])\n",
    "#     recipe = await run(llm, prompt, parser)\n",
    "#     raw_outputs.append(recipe)\n",
    "    \n",
    "#     output_map = {\n",
    "#         \"recipe_id\":i,\n",
    "#         \"original_title\":df_sample[\"title\"][i],\n",
    "#     }\n",
    "\n",
    "#     if isinstance(recipe, Recipe):\n",
    "#         output =  output_map | recipe.dict() \n",
    "#         outputs.append(output)\n",
    "#     else:\n",
    "#         output_map[\"raw_llm_output\"] = recipe\n",
    "#         outputs.append(output_map)\n",
    "\n",
    "#     time.sleep(1)\n",
    "   \n",
    "        "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Error in parsing Invalid json output: Here is the JSON instance for the recipe:\n",
      "\n",
      "<pre><code>{\n",
      "  \"name\": \"Spicy Mayonnaise with Sesame Oil\",\n",
      "  \"serving_size\": 4,\n",
      "  \"ingredients\": [\n",
      "    {\n",
      "      \"id\": 1,\n",
      "      \"name\": \"mayonnaise\",\n",
      "      \"quantity\": 1,\n",
      "      \"unit\": \"cup\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 2,\n",
      "      \"name\": \"chili sauce\",\n",
      "      \"quantity\": 0.5,\n",
      "      \"unit\": \"cup\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 3,\n",
      "      \"name\": \"sesame oil\",\n",
      "      \"quantity\": 1,\n",
      "      \"unit\": \"tablespoon\"\n",
      "    }\n",
      "  ],\n",
      "  \"steps\": [\n",
      "    {\n",
      "      \"number\": 1,\n",
      "      \"description\": \"Add 2 parts mayonnaise to 1 part chili sauce in a bowl.\",\n",
      "      \"preparation_time\": 5,\n",
      "      \"used_ingredients\": [1, 2]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 2,\n",
      "      \"description\": \"Add 1 tbsp of sesame oil for every cup of mayonnaise you use.\",\n",
      "      \"preparation_time\": 5,\n",
      "      \"used_ingredients\": [3]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 3,\n",
      "      \"description\": \"Mix all of the ingredients together, and taste test it for more chili sauce or mayonnaise.\",\n",
      "      \"preparation_time\": 5,\n",
      "      \"used_ingredients\": [1, 2, 3]\n",
      "    }\n",
      "  ],\n",
      "  \"total_preparation_time\": {\n",
      "    \"min\": 15,\n",
      "    \"max\": 15\n",
      "  },\n",
      "  \"total_cooking_time\": null,\n",
      "  \"total_waiting_time\": null,\n",
      "  \"comments\": [],\n",
      "  \"inference_assumptions\": [\n",
      "    \"Assumed that 1 part of chili sauce is equal to 1/2 cup\",\n",
      "    \"Assumed that the recipe serves 4 people\"\n",
      "  ]\n",
      "}\n",
      "</code></pre>\n",
      "\n",
      "This JSON instance conforms to the provided schema. The recipe is for Spicy Mayonnaise with Sesame Oil, which serves 4 people. The ingredients are mayonnaise, chili sauce, and sesame oil. The preparation time for each step is 5 minutes, and the total preparation time is 15 minutes. There is no cooking or waiting time for this recipe. The assumptions made during the generation process are listed in the \"inference\\_assumptions\" field.\n",
      "Error in parsing Failed to parse Recipe from completion {\"name\": \"Italian Bread\", \"serving_size\": 12, \"ingredients\": [{\"id\": 1, \"name\": \"bread flour\", \"quantity\": 600, \"unit\": \"g\"}, {\"id\": 2, \"name\": \"active dry yeast\", \"quantity\": 2.25, \"unit\": \"tsp\"}, {\"id\": 3, \"name\": \"water\", \"quantity\": 400, \"unit\": \"g\"}, {\"id\": 4, \"name\": \"salt\", \"quantity\": 12, \"unit\": \"g\"}, {\"id\": 5, \"name\": \"olive oil\", \"quantity\": null, \"unit\": \"ml\"}], \"steps\": [{\"number\": 1, \"description\": \"Activate yeast in a bowl with a little bit of water.\", \"preparation_time\": 5, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 2}]}, {\"number\": 2, \"description\": \"Add remaining water and optional salt to the yeast mixture.\", \"preparation_time\": null, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 2}, {\"id\": 3}, {\"id\": 4}]}, {\"number\": 3, \"description\": \"Slowly mix in flour until a smooth dough forms.\", \"preparation_time\": null, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 1}]}, {\"number\": 4, \"description\": \"Let the dough rest for 15 minutes.\", \"preparation_time\": null, \"cooking_time\": null, \"waiting_time\": 15, \"used_ingredients\": []}, {\"number\": 5, \"description\": \"Knead the dough and let it rise for 1 hour in a warm place.\", \"preparation_time\": null, \"cooking_time\": null, \"waiting_time\": 60, \"used_ingredients\": []}, {\"number\": 6, \"description\": \"Split the dough in half and shape into two loaves.\", \"preparation_time\": null, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": []}, {\"number\": 7, \"description\": \"Let the loaves rise for 1 hour in a warm place.\", \"preparation_time\": null, \"cooking_time\": null, \"waiting_time\": 60, \"used_ingredients\": []}, {\"number\": 8, \"description\": \"Preheat the oven to 200\\u00b0C (400\\u00b0F).\", \"preparation_time\": null, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": []}, {\"number\": 9, \"description\": \"Score the loaves and place in the oven.\", \"preparation_time\": null, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": []}, {\"number\": 10, \"description\": \"Bake for 25-30 minutes.\", \"preparation_time\": null, \"cooking_time\": 25, \"waiting_time\": null, \"used_ingredients\": []}, {\"number\": 11, \"description\": \"Let cool for 15 minutes before serving.\", \"preparation_time\": null, \"cooking_time\": null, \"waiting_time\": 15, \"used_ingredients\": []}], \"total_preparation_time\": {\"min\": 35, \"max\": 40}, \"total_cooking_time\": {\"min\": 25, \"max\": 30}, \"total_waiting_time\": {\"min\": 135, \"max\": 145}, \"comments\": [\"Unsalted bread is normal in Central Italy, but it's an acquired taste.\"], \"inference_assumptions\": [\"Assumed that the recipe is for a single serving of bread, which can be cut into 12 slices.\"]}. Got: 5 validation errors for Recipe\n",
      "steps.0.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 2}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.1.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 2}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.1.used_ingredients.1\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 3}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.1.used_ingredients.2\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 4}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.2.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 1}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "Error in parsing Failed to parse Recipe from completion {\"name\": \"Cheesy Bacon Potatoes\", \"serving_size\": 6, \"ingredients\": [{\"id\": 1, \"name\": \"butter\", \"quantity\": 30, \"unit\": \"g\"}, {\"id\": 2, \"name\": \"cheddar cheese\", \"quantity\": 250, \"unit\": \"g\"}, {\"id\": 3, \"name\": \"milk\", \"quantity\": 275, \"unit\": \"ml\"}, {\"id\": 4, \"name\": \"flour\", \"quantity\": 16, \"unit\": \"g\"}, {\"id\": 5, \"name\": \"potatoes\", \"quantity\": 600, \"unit\": \"g\"}, {\"id\": 6, \"name\": \"bacon\", \"quantity\": null, \"unit\": null}], \"steps\": [{\"number\": 1, \"description\": \"Preheat the oven to 180\\u00b0C\", \"preparation_time\": null, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": []}, {\"number\": 2, \"description\": \"Butter a deep baking dish\", \"preparation_time\": 5, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 1, \"name\": \"butter\", \"quantity\": null, \"unit\": null}]}, {\"number\": 3, \"description\": \"Peel and thinly slice the potatoes\", \"preparation_time\": 10, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 5, \"name\": \"potatoes\", \"quantity\": null, \"unit\": null}]}, {\"number\": 4, \"description\": \"Grate the cheese\", \"preparation_time\": 5, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 2, \"name\": \"cheddar cheese\", \"quantity\": null, \"unit\": null}]}, {\"number\": 5, \"description\": \"Melt the butter in a pot\", \"preparation_time\": null, \"cooking_time\": 5, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 1, \"name\": \"butter\", \"quantity\": null, \"unit\": null}]}, {\"number\": 6, \"description\": \"Slowly add the flour and stir constantly\", \"preparation_time\": null, \"cooking_time\": 2, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 1, \"name\": \"butter\", \"quantity\": null, \"unit\": null}, {\"id\": 4, \"name\": \"flour\", \"quantity\": null, \"unit\": null}]}, {\"number\": 7, \"description\": \"After 2 minutes or when bubbly, remove from heat\", \"preparation_time\": null, \"cooking_time\": 2, \"waiting_time\": null, \"used_ingredients\": []}, {\"number\": 8, \"description\": \"Add the milk slowly, stirring constantly\", \"preparation_time\": null, \"cooking_time\": 5, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 3, \"name\": \"milk\", \"quantity\": null, \"unit\": null}]}, {\"number\": 9, \"description\": \"Add 3/4 of the grated cheese and stir until melted\", \"preparation_time\": null, \"cooking_time\": 5, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 2, \"name\": \"cheddar cheese\", \"quantity\": null, \"unit\": null}]}, {\"number\": 10, \"description\": \"Season with salt and pepper to taste\", \"preparation_time\": null, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": []}, {\"number\": 11, \"description\": \"Assemble the dish by adding a thin layer of potatoes, followed by a layer of cheese sauce and a sprinkle of bacon\", \"preparation_time\": null, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 5, \"name\": \"potatoes\", \"quantity\": null, \"unit\": null}, {\"id\": 2, \"name\": \"cheddar cheese\", \"quantity\": null, \"unit\": null}, {\"id\": 6, \"name\": \"bacon\", \"quantity\": null, \"unit\": null}]}, {\"number\": 12, \"description\": \"Repeat the previous step until there are no more potatoes or cheese sauce left\", \"preparation_time\": null, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": []}, {\"number\": 13, \"description\": \"Sprinkle the remaining cheese on top\", \"preparation_time\": null, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 2, \"name\": \"cheddar cheese\", \"quantity\": null, \"unit\": null}]}, {\"number\": 14, \"description\": \"Bake in the oven for 45 minutes, or until golden brown and bubbly. If the top starts to brown too quickly, cover with tinfoil\", \"preparation_time\": null, \"cooking_time\": 45, \"waiting_time\": null, \"used_ingredients\": []}], \"total_preparation_time\": {\"min\": 40, \"max\": 40}, \"total_cooking_time\": {\"min\": 45, \"max\": 45}, \"total_waiting_time\": {\"min\": null, \"max\": null}, \"comments\": [], \"inference_assumptions\": [\"Assumed that the recipe serves 6 people\", \"Assumed that the `+` in `30g+ Butter` means `30 grams or more` of butter\", \"Assumed that the `as much bacon as you want to garnish` means that the quantity of bacon is not specified\"]}. Got: 12 validation errors for Recipe\n",
      "steps.1.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 1, 'name': 'butter...ty': None, 'unit': None}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.2.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 5, 'name': 'potato...ty': None, 'unit': None}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.3.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 2, 'name': 'chedda...ty': None, 'unit': None}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.4.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 1, 'name': 'butter...ty': None, 'unit': None}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.5.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 1, 'name': 'butter...ty': None, 'unit': None}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.5.used_ingredients.1\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 4, 'name': 'flour'...ty': None, 'unit': None}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.7.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 3, 'name': 'milk',...ty': None, 'unit': None}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.8.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 2, 'name': 'chedda...ty': None, 'unit': None}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.10.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 5, 'name': 'potato...ty': None, 'unit': None}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.10.used_ingredients.1\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 2, 'name': 'chedda...ty': None, 'unit': None}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.10.used_ingredients.2\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 6, 'name': 'bacon'...ty': None, 'unit': None}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.12.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 2, 'name': 'chedda...ty': None, 'unit': None}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "Error in parsing Invalid json output: Here is the recipe for Apple Pancakes in the required JSON format:\n",
      "\n",
      "```json\n",
      "{\n",
      "  \"name\": \"Apple Pancakes\",\n",
      "  \"serving_size\": 1,\n",
      "  \"ingredients\": [\n",
      "    {\n",
      "      \"id\": 1,\n",
      "      \"name\": \"flour\",\n",
      "      \"quantity\": 1,\n",
      "      \"unit\": \"cup\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 2,\n",
      "      \"name\": \"apple\",\n",
      "      \"quantity\": 1,\n",
      "      \"unit\": \"large\",\n",
      "      \"notes\": \"peeled\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 3,\n",
      "      \"name\": \"sugar\",\n",
      "      \"quantity\": 1,\n",
      "      \"unit\": \"tablespoon\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 4,\n",
      "      \"name\": \"cinnamon\",\n",
      "      \"quantity\": 1,\n",
      "      \"unit\": \"tablespoon\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 5,\n",
      "      \"name\": \"baking powder\",\n",
      "      \"quantity\": 0.5,\n",
      "      \"unit\": \"teaspoon\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 6,\n",
      "      \"name\": \"vanilla extract\",\n",
      "      \"quantity\": 1,\n",
      "      \"unit\": \"teaspoon\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 7,\n",
      "      \"name\": \"milk\",\n",
      "      \"quantity\": 2/3,\n",
      "      \"unit\": \"cup\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 8,\n",
      "      \"name\": \"egg\",\n",
      "      \"quantity\": 1,\n",
      "      \"unit\": \"unit\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 9,\n",
      "      \"name\": \"butter\",\n",
      "      \"quantity\": 1,\n",
      "      \"unit\": \"tablespoon\"\n",
      "    }\n",
      "  ],\n",
      "  \"steps\": [\n",
      "    {\n",
      "      \"number\": 1,\n",
      "      \"description\": \"In a medium bowl, combine flour, sugar, cinnamon, and baking powder.\"\n",
      "    },\n",
      "    {\n",
      "      \"number\": 2,\n",
      "      \"description\": \"Separate the egg yolk and egg white.\",\n",
      "      \"preparation_time\": 5,\n",
      "      \"used_ingredients\": [8]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 3,\n",
      "      \"description\": \"Whisk the egg white until foamy.\",\n",
      "      \"preparation_time\": 5,\n",
      "      \"used_ingredients\": [8]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 4,\n",
      "      \"description\": \"Slice the peeled apple into thin strips or grate the apple.\",\n",
      "      \"preparation_time\": 5,\n",
      "      \"used_ingredients\": [2]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 5,\n",
      "      \"description\": \"Combine dry ingredients, apple, vanilla extract, egg white, and milk into a homogenous batter.\",\n",
      "      \"preparation_time\": 5,\n",
      "      \"used_ingredients\": [1, 3, 4, 6, 7, 8, 2]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 6,\n",
      "      \"description\": \"To a large pan, add butter. Add the batter (about 3 tbsp per pancake) and cook for 2 min per side on medium-high heat.\",\n",
      "      \"cooking_time\": 10,\n",
      "      \"used_ingredients\": [9, 5]\n",
      "    }\n",
      "  ],\n",
      "  \"total_preparation_time\": {\n",
      "    \"min\": 25,\n",
      "    \"max\": 25\n",
      "  },\n",
      "  \"total_cooking_time\": {\n",
      "    \"min\": 10,\n",
      "    \"max\": 10\n",
      "  },\n",
      "  \"total_waiting_time\": {\n",
      "    \"min\": 0,\n",
      "    \"max\": 0\n",
      "  },\n",
      "  \"comments\": [],\n",
      "  \"inference_assumptions\": [\n",
      "    \"Assumed that the recipe serves one person\",\n",
      "    \"Assumed that the `large` apple refers to a standard-sized apple\"\n",
      "  ]\n",
      "}\n",
      "```\n",
      "The recipe makes one serving of Apple Pancakes and takes approximately 25 minutes to prepare and 10 minutes to cook.\n",
      "Error in parsing Invalid json output: Here is the JSON instance for the recipe:\n",
      "\n",
      "<pre><code>\n",
      "{\n",
      "  \"name\": \"Beef Jerky\",\n",
      "  \"serving_size\": 1,\n",
      "  \"ingredients\": [\n",
      "    {\n",
      "      \"id\": 1,\n",
      "      \"name\": \"salt\",\n",
      "      \"quantity\": 0.75,\n",
      "      \"unit\": \"teaspoon\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 2,\n",
      "      \"name\": \"pepper\",\n",
      "      \"quantity\": 0.25,\n",
      "      \"unit\": \"teaspoon\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 3,\n",
      "      \"name\": \"brown sugar\",\n",
      "      \"quantity\": 1,\n",
      "      \"unit\": \"tablespoon\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 4,\n",
      "      \"name\": \"garlic\",\n",
      "      \"quantity\": 0.25,\n",
      "      \"unit\": \"teaspoon\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 5,\n",
      "      \"name\": \"Worcestershire sauce or Teriyaki sauce\",\n",
      "      \"quantity\": 2,\n",
      "      \"unit\": \"tablespoon\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 6,\n",
      "      \"name\": \"Liquid Smoke\",\n",
      "      \"quantity\": 0.25,\n",
      "      \"unit\": \"teaspoon\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 7,\n",
      "      \"name\": \"beef (flank or skirt steak)\",\n",
      "      \"quantity\": 1,\n",
      "      \"unit\": \"pound\"\n",
      "    }\n",
      "  ],\n",
      "  \"steps\": [\n",
      "    {\n",
      "      \"number\": 1,\n",
      "      \"description\": \"Mince or press garlic.\",\n",
      "      \"preparation_time\": 5,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [4]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 2,\n",
      "      \"description\": \"Mix all ingredients except beef to make brine.\",\n",
      "      \"preparation_time\": 10,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [1, 2, 3, 4, 5, 6, 7]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 3,\n",
      "      \"description\": \"Slice beef into 1/4\\\" (1/2 cm) thick strips. Small chunks, about 3/4\\\" (2 cm), of stewing beef may also be used. If possible, cut along the grain of the meat rather than across it. It may be easier to freeze the meat before attempting to cut it, as this will stop the meat pulling and deforming so easily.\",\n",
      "      \"preparation_time\": 15,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [7]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 4,\n",
      "      \"description\": \"Marinate meat in brine overnight, or at least for an hour or two.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": 60,\n",
      "      \"used_ingredients\": [1, 2, 3, 4, 5, 6, 7]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 5,\n",
      "      \"description\": \"Place meat on racks and dry in a food dehydrator at 145 °F (63 °C) for 6-8 hours. May be dried in a 150 °F (65 °C) oven with foil-covered racks. In oven, turn meat over 3-4 hours into drying time and reduce temperature to 130 °F (55 °C).\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": 360,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [7]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 6,\n",
      "      \"description\": \"Meat should bend but not break when properly dried.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": []\n",
      "    }\n",
      "  ],\n",
      "  \"total_preparation_time\": {\n",
      "    \"min\": 30,\n",
      "    \"max\": 40\n",
      "  },\n",
      "  \"total_cooking_time\": {\n",
      "    \"min\": 360,\n",
      "    \"max\": 480\n",
      "  },\n",
      "  \"total_waiting_time\": {\n",
      "    \"min\": 60,\n",
      "    \"max\": 60\n",
      "  },\n",
      "  \"comments\": [\n",
      "    \"Other meats may be substituted instead of beef, but use caution.\"\n",
      "  ],\n",
      "  \"inference_assumptions\": [\n",
      "    \"Assumed that the recipe is for making beef jerky.\",\n",
      "    \"Assumed that the `1 Lb. (450 g)` of beef is a single serving.\"\n",
      "  ]\n",
      "}\n",
      "</code></pre>\n",
      "\n",
      "The recipe is for Beef Jerky, with a serving size of 1. The ingredients are salt, pepper, brown sugar, garlic, Worcestershire sauce or Teriyaki sauce, Liquid Smoke, and beef (flank or skirt steak). The steps to make the recipe are:\n",
      "\n",
      "1. Mince or press garlic.\n",
      "2. Mix all ingredients except beef to make brine.\n",
      "3. Slice beef into 1/4\" (1/2 cm) thick strips.\n",
      "4. Marinate meat in brine overnight, or at least for an hour or two.\n",
      "5. Place meat on racks and dry in a food dehydrator at 145 °F (63 °C) for 6-8 hours.\n",
      "6. Meat should bend but not break when properly dried.\n",
      "\n",
      "The total preparation time for the recipe is between 30 and 40 minutes, the total cooking time is between 360 and 480 minutes, and the total waiting time is 60 minutes.\n",
      "\n",
      "Note: The total cooking time is an estimate and may vary depending on the method and equipment used for drying the meat.\n",
      "Error in parsing Invalid json output: Here is the recipe for Refried Beans in the required JSON format:\n",
      "\n",
      "```json\n",
      "{\n",
      "  \"name\": \"Refried Beans\",\n",
      "  \"serving_size\": 2,\n",
      "  \"ingredients\": [\n",
      "    {\n",
      "      \"id\": 1,\n",
      "      \"name\": \"pre-cooked beans\",\n",
      "      \"quantity\": 400-500,\n",
      "      \"unit\": \"grams\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 2,\n",
      "      \"name\": \"onion\",\n",
      "      \"quantity\": 0.25,\n",
      "      \"unit\": \"unit\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 3,\n",
      "      \"name\": \"garlic cloves\",\n",
      "      \"quantity\": 3-4,\n",
      "      \"unit\": \"unit\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 4,\n",
      "      \"name\": \"cumin\",\n",
      "      \"quantity\": null,\n",
      "      \"unit\": \"teaspoon\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 5,\n",
      "      \"name\": \"paprika\",\n",
      "      \"quantity\": null,\n",
      "      \"unit\": \"teaspoon\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 6,\n",
      "      \"name\": \"butter\",\n",
      "      \"quantity\": 2-4,\n",
      "      \"unit\": \"spoonful\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 7,\n",
      "      \"name\": \"cooking oil\",\n",
      "      \"quantity\": null,\n",
      "      \"unit\": \"ml\"\n",
      "    }\n",
      "  ],\n",
      "  \"steps\": [\n",
      "    {\n",
      "      \"number\": 1,\n",
      "      \"description\": \"Add the oil and the butter to the frying pan and heat to medium heat.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": 2,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [\n",
      "        {\n",
      "          \"id\": 7\n",
      "        },\n",
      "        {\n",
      "          \"id\": 6\n",
      "        }\n",
      "      ]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 2,\n",
      "      \"description\": \"Chop the onion and mince the garlic.\",\n",
      "      \"preparation_time\": 3,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [\n",
      "        {\n",
      "          \"id\": 2\n",
      "        },\n",
      "        {\n",
      "          \"id\": 3\n",
      "        }\n",
      "      ]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 3,\n",
      "      \"description\": \"Once the frying pan is heated, add the onion and garlic to the pan, and fry them for about 3 minutes.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": 3,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [\n",
      "        {\n",
      "          \"id\": 7\n",
      "        },\n",
      "        {\n",
      "          \"id\": 2\n",
      "        },\n",
      "        {\n",
      "          \"id\": 3\n",
      "        }\n",
      "      ]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 4,\n",
      "      \"description\": \"Add salt, cumin, and paprika to taste. Usually I add paprika until the mix is a brownish red. Mix with your spatula, and let fry for about 5 minutes.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": 5,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [\n",
      "        {\n",
      "          \"id\": 4\n",
      "        },\n",
      "        {\n",
      "          \"id\": 5\n",
      "        }\n",
      "      ]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 5,\n",
      "      \"description\": \"Open the can of beans and pour the beans into the pan. Depending on how liquid you want the refried beans to be, you can use all or just some part of the liquid inside the can. I usually get rid of some of the liquid from the can before pouring the beans.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [\n",
      "        {\n",
      "          \"id\": 1\n",
      "        }\n",
      "      ]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 6,\n",
      "      \"description\": \"Mash the beans and mix. Let them fry at medium-low to medium heat for about 5 to 10 minutes, mixing from time to time.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": 5-10,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [\n",
      "        {\n",
      "          \"id\": 1\n",
      "        }\n",
      "      ]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 7,\n",
      "      \"description\": \"Serve, and enjoy with some totopos.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null\n",
      "    }\n",
      "  ],\n",
      "  \"total_preparation_time\": {\n",
      "    \"min\": 3,\n",
      "    \"max\": 3\n",
      "  },\n",
      "  \"total_cooking_time\": {\n",
      "    \"min\": 5,\n",
      "    \"max\": 18\n",
      "  },\n",
      "  \"total_waiting_time\": {\n",
      "    \"min\": null,\n",
      "    \"max\": null\n",
      "  },\n",
      "  \"comments\": [],\n",
      "  \"inference_assumptions\": [\n",
      "    \"Assumed that the recipe is for two servings\",\n",
      "    \"Assumed that the oil is already in the pan when heating\",\n",
      "    \"Assumed that the butter is already in the pan when heating\",\n",
      "    \"Assumed that salt is already added to the pan when frying the onion and garlic\",\n",
      "    \"Assumed that the recipe uses pre-cooked beans in a can\"\n",
      "  ]\n",
      "}\n",
      "```\n",
      "The total preparation time is 3 minutes, the total cooking time is between 5 and 18 minutes, and the total waiting time is null. The inference assumptions include assumptions about the number of servings, the initial state of the pan, and the type of beans used.\n",
      "Error in parsing Invalid json output: Here is the recipe for Creamy Mushroom Risotto with Roasted Tomatoes in the required JSON format:\n",
      "\n",
      "```json\n",
      "{\n",
      "  \"name\": \"Creamy Mushroom Risotto with Roasted Tomatoes\",\n",
      "  \"serving_size\": 4,\n",
      "  \"ingredients\": [\n",
      "    {\n",
      "      \"id\": 1,\n",
      "      \"name\": \"Arborio Rice\",\n",
      "      \"quantity\": 3/4,\n",
      "      \"unit\": \"cup\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 2,\n",
      "      \"name\": \"Baby Spinach\",\n",
      "      \"quantity\": 1,\n",
      "      \"unit\": \"cup\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 3,\n",
      "      \"name\": \"Garlic Cloves\",\n",
      "      \"quantity\": 2,\n",
      "      \"unit\": \"unit\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 4,\n",
      "      \"name\": \"Vegetable Broth\",\n",
      "      \"quantity\": 4.5,\n",
      "      \"unit\": \"cup\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 5,\n",
      "      \"name\": \"Parmesan Cheese\",\n",
      "      \"quantity\": 1/4,\n",
      "      \"unit\": \"cup\",\n",
      "      \"shredded\": true\n",
      "    },\n",
      "    {\n",
      "      \"id\": 6,\n",
      "      \"name\": \"Baby Tomatoes\",\n",
      "      \"quantity\": 0.5,\n",
      "      \"unit\": \"lb\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 7,\n",
      "      \"name\": \"White Wine Vinegar\",\n",
      "      \"quantity\": 1,\n",
      "      \"unit\": \"tablespoon\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 8,\n",
      "      \"name\": \"Walnuts\",\n",
      "      \"quantity\": 1/4,\n",
      "      \"unit\": \"cup\",\n",
      "      \"chopped\": true\n",
      "    },\n",
      "    {\n",
      "      \"id\": 9,\n",
      "      \"name\": \"Leek\",\n",
      "      \"quantity\": 1/2,\n",
      "      \"unit\": \"cup\",\n",
      "      \"sliced\": true\n",
      "    },\n",
      "    {\n",
      "      \"id\": 10,\n",
      "      \"name\": \"Mushrooms\",\n",
      "      \"quantity\": 1,\n",
      "      \"unit\": \"cup\",\n",
      "      \"sliced\": true\n",
      "    },\n",
      "    {\n",
      "      \"id\": 11,\n",
      "      \"name\": \"Unsalted Butter\",\n",
      "      \"quantity\": 3,\n",
      "      \"unit\": \"tablespoon\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 12,\n",
      "      \"name\": \"Olive Oil\",\n",
      "      \"quantity\": 1,\n",
      "      \"unit\": \"tablespoon\"\n",
      "    }\n",
      "  ],\n",
      "  \"steps\": [\n",
      "    {\n",
      "      \"number\": 1,\n",
      "      \"description\": \"Combine vegetable broth in a medium pot. Cover and bring to a gentle boil over medium heat.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": 5,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [{\"id\": 4}]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 2,\n",
      "      \"description\": \"Peel and mince/grate the garlic. Roughly chop the spinach. Thinly slice mushrooms.\",\n",
      "      \"preparation_time\": 5,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [{\"id\": 3}, {\"id\": 2}, {\"id\": 10}]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 3,\n",
      "      \"description\": \"Heat a large non-stick pan over medium heat. When hot, add the butter, onions, leeks, and mushrooms. Season with salt. Cook, stirring occasionally, until softened (2-3 mins). Add rice, garlic, and vinegar. Cook, stirring constantly until fragrant (1-2 min).\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": 5,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [{\"id\": 11}, {\"id\": 9}, {\"id\": 10}, {\"id\": 3}, {\"id\": 7}, {\"id\": 1}]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 4,\n",
      "      \"description\": \"Add 1 cup broth from the medium pot to the pan with rice. Stir until broth has been absorbed by rice. Continue adding broth 1 cup at a time, stirring regularly, until liquid is absorbed, the texture is creamy and the rice is tender (28-30 mins).\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": 30,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [{\"id\": 4}, {\"id\": 1}]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 5,\n",
      "      \"description\": \"While risotto cooks, add tomatoes and a tablespoon of oil to a parchment-lined baking sheet. Season with salt and pepper, then toss to coat. Roast on the middle rack of the oven until tomatoes start to burst (10-11 mins).\",\n",
      "      \"preparation_time\": 5,\n",
      "      \"cooking_time\": 10,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [{\"id\": 6}, {\"id\": 12}]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 6,\n",
      "      \"description\": \"When the last cup of broth has been absorbed and rice is tender and creamy, add Parmesan and spinach to risotto. Stir until spinach wilts (3-4 mins). Stir in roasted tomatoes. Divide risotto between bowls. Sprinkle walnuts over top.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": 5,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [{\"id\": 5}, {\"id\": 2}, {\"id\": 6}, {\"id\": 8}]\n",
      "    }\n",
      "  ],\n",
      "  \"total_preparation_time\": {\n",
      "    \"min\": 20,\n",
      "    \"max\": 25\n",
      "  },\n",
      "  \"total_cooking_time\": {\n",
      "    \"min\": 40,\n",
      "    \"max\": 45\n",
      "  },\n",
      "  \"total_waiting_time\": {\n",
      "    \"min\": 10,\n",
      "    \"max\": 11\n",
      "  },\n",
      "  \"comments\": [],\n",
      "  \"inference_assumptions\": [\n",
      "    \"Assumed that the recipe serves 4 people\",\n",
      "    \"Assumed that the `1` in `1 1/2` was a typo and corrected it to `1/2`\"\n",
      "  ]\n",
      "}\n",
      "```\n",
      "Note: I have added the `shredded` and `chopped` properties to the Parmesan Cheese and Walnuts ingredients respectively, and the `sliced` property to the Leek and Mushrooms ingredients. I have also added the `tablespoon` unit to the White Wine Vinegar and Olive Oil ingredients. Additionally, I have added the `min` and `max` properties to the `total_preparation_time`, `total_cooking_time`, and `total_waiting_time` properties to indicate the range of time that the recipe might take. Finally, I have added the `inference_assumptions` property to indicate the assumptions that I made during the generation process.\n",
      "Error in parsing Failed to parse Recipe from completion {\"name\": \"Swedish Pancakes\", \"serving_size\": 4, \"ingredients\": [{\"id\": 1, \"name\": \"eggs\", \"quantity\": 3, \"unit\": \"unit\"}, {\"id\": 2, \"name\": \"salt\", \"quantity\": 1, \"unit\": \"teaspoon\"}, {\"id\": 3, \"name\": \"sugar\", \"quantity\": 1, \"unit\": \"tablespoon\"}, {\"id\": 4, \"name\": \"flour\", \"quantity\": 1, \"unit\": \"cup\"}, {\"id\": 5, \"name\": \"milk\", \"quantity\": 1.66666666667, \"unit\": \"cup\"}, {\"id\": 6, \"name\": \"butter\", \"quantity\": 6, \"unit\": \"tablespoon\"}], \"steps\": [{\"number\": 1, \"description\": \"At medium/low heat begin melting the butter.\", \"preparation_time\": null, \"cooking_time\": 5, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 6}]}, {\"number\": 2, \"description\": \"Continue with beating eggs in large bowl, add salt, sugar, milk, flour and mix.\", \"preparation_time\": 5, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 1}, {\"id\": 2}, {\"id\": 3}, {\"id\": 5}, {\"id\": 4}]}, {\"number\": 3, \"description\": \"Add melted butter while stirring batter.\", \"preparation_time\": null, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 6}]}, {\"number\": 4, \"description\": \"Use about 1/2 cup batter on griddle and tilt until spread evenly over griddle surface.\", \"preparation_time\": null, \"cooking_time\": 2, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 4}]}, {\"number\": 5, \"description\": \"When edges of pancake start to firm-up use spatula and free up the outside inch or two to achieve a clean removal for flipping later.\", \"preparation_time\": null, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": []}, {\"number\": 6, \"description\": \"First side will take about a minute or more the second side will take half that time. Pick up at middle of pancake with spatula then place on plate and fold over.\", \"preparation_time\": null, \"cooking_time\": 1.5, \"waiting_time\": null, \"used_ingredients\": []}], \"total_preparation_time\": {\"min\": 15, \"max\": 15}, \"total_cooking_time\": {\"min\": 8.5, \"max\": 8.5}, \"total_waiting_time\": {\"min\": null, \"max\": null}, \"comments\": [\"Serve with syrup on top or anything you choose, my wife likes peanut butter and I prefer to spread a little butter on it before adding syrup. Maybe you prefer adding fruits of your choice.\"], \"inference_assumptions\": [\"Assumed that the recipe serves 4 people\", \"Assumed that the `1 - 2/3` cups of milk is equal to `1.66666666667` cups\"]}. Got: 8 validation errors for Recipe\n",
      "steps.0.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 6}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.1.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 1}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.1.used_ingredients.1\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 2}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.1.used_ingredients.2\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 3}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.1.used_ingredients.3\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 5}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.1.used_ingredients.4\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 4}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.2.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 6}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.3.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 4}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "Error in parsing Failed to parse Recipe from completion {\"name\": \"Chicken Parmesan\", \"serving_size\": 4, \"ingredients\": [{\"id\": 1, \"name\": \"chicken breasts\", \"quantity\": 4, \"unit\": \"pieces\"}, {\"id\": 2, \"name\": \"San Marzano tomatoes\", \"quantity\": 1, \"unit\": \"can\"}, {\"id\": 3, \"name\": \"mozzarella cheese\", \"quantity\": 2, \"unit\": \"cups\"}, {\"id\": 4, \"name\": \"parmesan cheese\", \"quantity\": 1, \"unit\": \"cup\"}, {\"id\": 5, \"name\": \"bread crumbs\", \"quantity\": 2, \"unit\": \"cups\"}, {\"id\": 6, \"name\": \"eggs\", \"quantity\": 2, \"unit\": \"large\"}, {\"id\": 7, \"name\": \"all-purpose flour\", \"quantity\": 1, \"unit\": \"cup\"}, {\"id\": 8, \"name\": \"pasta sauce\", \"quantity\": 1, \"unit\": \"jar\"}], \"steps\": [{\"number\": 1, \"description\": \"Slice the chicken breasts through their width so that they are as flat as possible.\", \"preparation_time\": 10, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": [1]}, {\"number\": 2, \"description\": \"Pound breasts as flat as possible.\", \"preparation_time\": null, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": [1]}, {\"number\": 3, \"description\": \"Add flour to a bowl or basin large enough to fit a breast, add pepper.\", \"preparation_time\": 5, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": [7]}, {\"number\": 4, \"description\": \"Crack eggs into another large bowl or basin and whisk them.\", \"preparation_time\": 5, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": [6]}, {\"number\": 5, \"description\": \"Add breadcrumbs to yet another large bowl or basin. Add generous amounts of grated parmesan.\", \"preparation_time\": 5, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": [4, 5]}, {\"number\": 6, \"description\": \"One by one, take each breast and dip and cover it in the flour, then the egg, then the bread crumbs.\", \"preparation_time\": 10, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": [1, 6, 4, 5, 7]}, {\"number\": 7, \"description\": \"Cover a pan with olive oil and heat it just under when it begins to smoke.\", \"preparation_time\": 5, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": [null]}, {\"number\": 8, \"description\": \"Fry the bread crumb-coated chicken breasts in the oil. Add butter generously while frying to ensure frying oil does not evaporate.\", \"preparation_time\": null, \"cooking_time\": 10, \"waiting_time\": null, \"used_ingredients\": [1, 8]}, {\"number\": 9, \"description\": \"Move fried breasts to an oiled or buttered pan, add mozzarella and parmesan on them.\", \"preparation_time\": null, \"cooking_time\": null, \"waiting_time\": 5, \"used_ingredients\": [3, 4]}, {\"number\": 10, \"description\": \"Broil/cook the breasts only long enough for the cheese to melt.\", \"preparation_time\": null, \"cooking_time\": 5, \"waiting_time\": null, \"used_ingredients\": [3, 4]}, {\"number\": 11, \"description\": \"Serve the breasts with pasta sauce either above or below. This is often served with pasta.\", \"preparation_time\": null, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": [2, 8]}], \"total_preparation_time\": {\"min\": 50, \"max\": 60}, \"total_cooking_time\": {\"min\": 20, \"max\": 25}, \"total_waiting_time\": {\"min\": 5, \"max\": 10}, \"comments\": [\"There is some controversy over when to add the pasta sauce to this dish. Some place it on the chicken before cooking it with the mozzarella. The sauce, if left on the chicken too long, will make the breadcrumbs go soggy. That also will make leftovers mushy (while still tasty). I recommend keeping the breasts separate and only adding the sauce when served.\"], \"inference_assumptions\": [\"Assumed that the recipe serves 4 people\", \"Assumed that the chicken breasts are about 1/2 inch thick\", \"Assumed that the breadcrumbs and parmesan cheese are evenly mixed\", \"Assumed that the pan used for frying has a cover\", \"Assumed that the oven temperature is set to broil or grill\"]}. Got: 1 validation error for Recipe\n",
      "steps.6.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value=None, input_type=NoneType]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "Error in parsing Invalid json output: Here is the recipe for Cheesy Hash Brown Casserole in the requested JSON format:\n",
      "\n",
      "```json\n",
      "{\n",
      "  \"name\": \"Cheesy Hash Brown Casserole\",\n",
      "  \"serving_size\": 6,\n",
      "  \"ingredients\": [\n",
      "    {\n",
      "      \"id\": 1,\n",
      "      \"name\": \"Potatoes\",\n",
      "      \"quantity\": 2,\n",
      "      \"unit\": \"cups\",\n",
      "      \"quantity_value\": 2\n",
      "    },\n",
      "    {\n",
      "      \"id\": 2,\n",
      "      \"name\": \"Butter\",\n",
      "      \"quantity\": 1/2,\n",
      "      \"unit\": \"cups\",\n",
      "      \"quantity_value\": 0.5\n",
      "    },\n",
      "    {\n",
      "      \"id\": 3,\n",
      "      \"name\": \"Eggs\",\n",
      "      \"quantity\": 2,\n",
      "      \"unit\": \"whole\",\n",
      "      \"quantity_value\": 2\n",
      "    },\n",
      "    {\n",
      "      \"id\": 4,\n",
      "      \"name\": \"Onion\",\n",
      "      \"quantity\": 1,\n",
      "      \"unit\": \"teaspoon\",\n",
      "      \"quantity_value\": 1\n",
      "    },\n",
      "    {\n",
      "      \"id\": 5,\n",
      "      \"name\": \"Salt\",\n",
      "      \"quantity\": 1,\n",
      "      \"unit\": \"teaspoon\",\n",
      "      \"quantity_value\": 1\n",
      "    },\n",
      "    {\n",
      "      \"id\": 6,\n",
      "      \"name\": \"Paprika\",\n",
      "      \"quantity\": 1/4,\n",
      "      \"unit\": \"teaspoon\",\n",
      "      \"quantity_value\": 0.25\n",
      "    },\n",
      "    {\n",
      "      \"id\": 7,\n",
      "      \"name\": \"Milk\",\n",
      "      \"quantity\": 1/2,\n",
      "      \"unit\": \"cups\",\n",
      "      \"quantity_value\": 0.5\n",
      "    },\n",
      "    {\n",
      "      \"id\": 8,\n",
      "      \"name\": \"Sharp Cheddar Cheese\",\n",
      "      \"quantity\": 1/2,\n",
      "      \"unit\": \"cups\",\n",
      "      \"quantity_value\": 0.5\n",
      "    }\n",
      "  ],\n",
      "  \"steps\": [\n",
      "    {\n",
      "      \"number\": 1,\n",
      "      \"description\": \"Preheat the oven to 350°F (175°C). Butter a 1.5 quart baking dish.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": []\n",
      "    },\n",
      "    {\n",
      "      \"number\": 2,\n",
      "      \"description\": \"In a medium bowl, combine the potatoes, butter, eggs, onion, salt, and paprika. Mix well.\",\n",
      "      \"preparation_time\": 10,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [1, 2, 3, 4, 5, 6]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 3,\n",
      "      \"description\": \"Place potato mixture into the prepared baking dish and pour milk over top.\",\n",
      "      \"preparation_time\": 5,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [1, 2, 3, 4, 5, 6, 7]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 4,\n",
      "      \"description\": \"Bake in the preheated oven for 40 minutes.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": 40,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [1, 2, 3, 4, 5, 6, 7]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 5,\n",
      "      \"description\": \"Sprinkle top with cheese, return to oven until cheese melts and is slightly browned.\",\n",
      "      \"preparation_time\": 5,\n",
      "      \"cooking_time\": 10,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [1, 2, 3, 4, 5, 6, 7, 8]\n",
      "    }\n",
      "  ],\n",
      "  \"total_preparation_time\": {\n",
      "    \"min\": 20,\n",
      "    \"max\": 20\n",
      "  },\n",
      "  \"total_cooking_time\": {\n",
      "    \"min\": 50,\n",
      "    \"max\": 50\n",
      "  },\n",
      "  \"total_waiting_time\": {\n",
      "    \"min\": null,\n",
      "    \"max\": null\n",
      "  },\n",
      "  \"comments\": [],\n",
      "  \"inference_assumptions\": [\n",
      "    \"Assumed the recipe serves 6 people\",\n",
      "    \"Assumed the `1/2` in `1/2 cup` is a half cup\"\n",
      "  ]\n",
      "}\n",
      "```\n",
      "The recipe makes 6 servings and takes approximately 20 minutes of preparation time, 50 minutes of cooking time, and no waiting time. The ingredients used are potatoes, butter, eggs, onion, salt, paprika, milk, and sharp cheddar cheese. The steps include preheating the oven, mixing the ingredients, pouring the milk, baking the mixture, and sprinkling the cheese on top.\n",
      "Error in parsing Failed to parse Recipe from completion {\"name\": \"Homemade Yogurt\", \"serving_size\": 2, \"ingredients\": [{\"id\": 1, \"name\": \"milk\", \"quantity\": 1000, \"unit\": \"ml\"}, {\"id\": 2, \"name\": \"yogurt\", \"quantity\": 100, \"unit\": \"ml\"}], \"steps\": [{\"number\": 1, \"description\": \"Pour the milk into a pot and heat it to 45\\u00b0C (113\\u00b0F).\", \"preparation_time\": 10, \"cooking_time\": 10, \"used_ingredients\": [1]}, {\"number\": 2, \"description\": \"Pour the yogurt into the warm milk and whisk well.\", \"preparation_time\": 2, \"cooking_time\": null, \"used_ingredients\": [1, 2]}, {\"number\": 3, \"description\": \"Heat the milk to 45\\u00b0C (113\\u00b0F) again, making sure not to exceed this temperature.\", \"preparation_time\": 5, \"cooking_time\": 5, \"used_ingredients\": [1]}, {\"number\": 4, \"description\": \"Boil some water (about 100ml) and use it to wash the thermos from the inside.\", \"preparation_time\": 5, \"cooking_time\": 5, \"used_ingredients\": []}, {\"number\": 5, \"description\": \"Let the water out and pour the milk into the thermos.\", \"preparation_time\": 2, \"cooking_time\": null, \"used_ingredients\": [1]}, {\"number\": 6, \"description\": \"Leave the thermos in the oven (or any other place without air flow) for 12 hours.\", \"preparation_time\": null, \"cooking_time\": null, \"waiting_time\": 720, \"used_ingredients\": [1]}, {\"number\": 7, \"description\": \"Pour the newly obtained yogurt into the cheesecloth and hang it for 30 minutes to 4 hours, depending on the desired density.\", \"preparation_time\": 5, \"cooking_time\": null, \"waiting_time\": [30, 240], \"used_ingredients\": [1, 2]}], \"total_preparation_time\": {\"min\": 39, \"max\": 39}, \"total_cooking_time\": {\"min\": 20, \"max\": 20}, \"total_waiting_time\": {\"min\": 750, \"max\": 960}, \"comments\": [\"Make sure to use a good quality yogurt as a starter.\", \"The longer you let the yogurt hang in the cheesecloth, the denser it will become.\"], \"inference_assumptions\": [\"Assumed that the recipe is for a single serving of yogurt.\", \"Assumed that the `2 thermos, \\u00bdl capacity each` refers to the amount of yogurt the recipe makes.\"]}. Got: 2 validation errors for Recipe\n",
      "steps.6.waiting_time.float\n",
      "  Input should be a valid number [type=float_type, input_value=[30, 240], input_type=list]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/float_type\n",
      "steps.6.waiting_time.Range\n",
      "  Input should be a valid dictionary or instance of Range [type=model_type, input_value=[30, 240], input_type=list]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/model_type\n",
      "Error in parsing Failed to parse Recipe from completion {\"name\": \"Dried Plum and Tomato Spread\", \"serving_size\": 4, \"ingredients\": [{\"id\": 1, \"name\": \"dried plums\", \"quantity\": 10, \"unit\": null}, {\"id\": 2, \"name\": \"dried tomatoes\", \"quantity\": 1, \"unit\": \"jar\"}, {\"id\": 3, \"name\": \"smoked paprika\", \"quantity\": 1, \"unit\": \"teaspoon\"}, {\"id\": 4, \"name\": \"dried coriander\", \"quantity\": null, \"unit\": \"pinch\", \"optional\": true}, {\"id\": 5, \"name\": \"chili\", \"quantity\": null, \"unit\": \"pinch\", \"optional\": true}], \"steps\": [{\"number\": 1, \"description\": \"Put plums in hot water from kettle for a couple of minutes to make them softer.\", \"preparation_time\": 5, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 1}]}, {\"number\": 2, \"description\": \"Drain plums and put them in a blender along with the rest of the ingredients and mix until satisfied.\", \"preparation_time\": 2, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 1}, {\"id\": 2}, {\"id\": 3}, {\"id\": 4, \"optional\": true}, {\"id\": 5, \"optional\": true}]}, {\"number\": 3, \"description\": \"If you want to make the spread more liquid, add water from the plums.\", \"preparation_time\": 1, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 1}]}], \"total_preparation_time\": {\"min\": 8, \"max\": 8}, \"total_cooking_time\": {\"min\": 0, \"max\": 0}, \"total_waiting_time\": {\"min\": 0, \"max\": 0}, \"comments\": [], \"inference_assumptions\": [\"Assumed that the `couple of minutes` in step 1 means 2 minutes\", \"Assumed that the `satisfied` in step 2 means visually smooth and consistent texture\"]}. Got: 7 validation errors for Recipe\n",
      "steps.0.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 1}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.1.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 1}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.1.used_ingredients.1\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 2}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.1.used_ingredients.2\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 3}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.1.used_ingredients.3\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 4, 'optional': True}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.1.used_ingredients.4\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 5, 'optional': True}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.2.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 1}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "Error in parsing Invalid json output: Here is the recipe for Shrimp Alfredo Pasta in the required JSON format:\n",
      "\n",
      "```json\n",
      "{\n",
      "  \"name\": \"Shrimp Alfredo Pasta\",\n",
      "  \"serving_size\": 4,\n",
      "  \"ingredients\": [\n",
      "    {\n",
      "      \"id\": 1,\n",
      "      \"name\": \"cream cheese\",\n",
      "      \"quantity\": 8,\n",
      "      \"unit\": \"oz\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 2,\n",
      "      \"name\": \"shrimp\",\n",
      "      \"quantity\": 1,\n",
      "      \"unit\": \"lb\",\n",
      "      \"description\": \"unpeeled and uncooked\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 3,\n",
      "      \"name\": \"milk\",\n",
      "      \"quantity\": 1/3,\n",
      "      \"unit\": \"cup\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 4,\n",
      "      \"name\": \"parmesan cheese\",\n",
      "      \"quantity\": 3/4,\n",
      "      \"unit\": \"cup\",\n",
      "      \"description\": \"grated\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 5,\n",
      "      \"name\": \"butter\",\n",
      "      \"quantity\": 2,\n",
      "      \"unit\": \"tbsp\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 6,\n",
      "      \"name\": \"garlic powder\",\n",
      "      \"quantity\": 1,\n",
      "      \"unit\": \"tsp\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 7,\n",
      "      \"name\": \"pasta noodles\",\n",
      "      \"quantity\": 9,\n",
      "      \"unit\": \"oz\"\n",
      "    }\n",
      "  ],\n",
      "  \"steps\": [\n",
      "    {\n",
      "      \"number\": 1,\n",
      "      \"description\": \"Prepare the ingredients\",\n",
      "      \"preparation_time\": 5,\n",
      "      \"used_ingredients\": [1, 2, 3, 4, 5]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 2,\n",
      "      \"description\": \"Boil the pasta noodles\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": 10,\n",
      "      \"used_ingredients\": [7]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 3,\n",
      "      \"description\": \"Cook the shrimp\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": 5,\n",
      "      \"used_ingredients\": [2, 5]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 4,\n",
      "      \"description\": \"Add cream cheese and stir until creamy\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": 2,\n",
      "      \"used_ingredients\": [1]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 5,\n",
      "      \"description\": \"Add milk and stir until light simmer\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": 1,\n",
      "      \"used_ingredients\": [3]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 6,\n",
      "      \"description\": \"Add parmesan cheese and stir until mixed\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": 1,\n",
      "      \"used_ingredients\": [4]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 7,\n",
      "      \"description\": \"Serve the pasta with the alfredo sauce on top\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [6, 7]\n",
      "    }\n",
      "  ],\n",
      "  \"total_preparation_time\": {\n",
      "    \"min\": 5,\n",
      "    \"max\": 5\n",
      "  },\n",
      "  \"total_cooking_time\": {\n",
      "    \"min\": 19,\n",
      "    \"max\": 19\n",
      "  },\n",
      "  \"total_waiting_time\": {\n",
      "    \"min\": null,\n",
      "    \"max\": null\n",
      "  },\n",
      "  \"comments\": []\n",
      "}\n",
      "```\n",
      "The recipe makes 4 servings and takes approximately 19 minutes to cook, with an additional 5 minutes of preparation time. The ingredients include 8 oz of cream cheese, 1 lb of shrimp, 1/3 cup of milk, 3/4 cup of grated parmesan cheese, 2 tbsp of butter, 1 tsp of garlic powder, and 9 oz of pasta noodles.\n",
      "Error in parsing Invalid json output: Here is the recipe for Caesar Salad in the requested JSON format:\n",
      "\n",
      "```json\n",
      "{\n",
      "  \"name\": \"Caesar Salad\",\n",
      "  \"serving_size\": 4,\n",
      "  \"ingredients\": [\n",
      "    {\n",
      "      \"id\": 1,\n",
      "      \"name\": \"Romaine Lettuce\",\n",
      "      \"quantity\": 1,\n",
      "      \"unit\": \"head\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 2,\n",
      "      \"name\": \"Caesar Salad Dressing\",\n",
      "      \"quantity\": 8,\n",
      "      \"unit\": \"tablespoon\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 3,\n",
      "      \"name\": \"Croutons\",\n",
      "      \"quantity\": 1,\n",
      "      \"unit\": \"cup\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 4,\n",
      "      \"name\": \"Parmesan Cheese\",\n",
      "      \"quantity\": 1/4,\n",
      "      \"unit\": \"cup\",\n",
      "      \"quantity_used\": 1/8\n",
      "    }\n",
      "  ],\n",
      "  \"steps\": [\n",
      "    {\n",
      "      \"number\": 1,\n",
      "      \"description\": \"Prepare a whole head of Romaine Lettuce by chopping off the root and rinsing thoroughly with water. Dry completely.\",\n",
      "      \"preparation_time\": 10,\n",
      "      \"used_ingredients\": [1]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 2,\n",
      "      \"description\": \"Once the lettuce is fully dry, put in a mixing bowl with lettuce and the Caesar Salad dressing. Toss to cover each leaf completely.\",\n",
      "      \"preparation_time\": 5,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [1, 2]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 3,\n",
      "      \"description\": \"Add croutons.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [3]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 4,\n",
      "      \"description\": \"Grate Parmesan over salad.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [4]\n",
      "    }\n",
      "  ],\n",
      "  \"total_preparation_time\": {\n",
      "    \"min\": 10,\n",
      "    \"max\": 10\n",
      "  },\n",
      "  \"total_cooking_time\": {\n",
      "    \"min\": null,\n",
      "    \"max\": null\n",
      "  },\n",
      "  \"total_waiting_time\": {\n",
      "    \"min\": null,\n",
      "    \"max\": null\n",
      "  },\n",
      "  \"comments\": [],\n",
      "  \"inference_assumptions\": [\n",
      "    \"Assumed that the recipe serves 4 people\",\n",
      "    \"Assumed that the Parmesan cheese quantity is for grating over the salad\"\n",
      "  ]\n",
      "}\n",
      "```\n",
      "Note: The `quantity_used` field in the ingredient with id 4 is for the grated Parmesan cheese over salad.\n",
      "Error in parsing Invalid json output: Here is the recipe for Pickled Eggs with Spices in JSON format:\n",
      "\n",
      "```json\n",
      "{\n",
      "  \"name\": \"Pickled Eggs with Spices\",\n",
      "  \"serving_size\": 10,\n",
      "  \"ingredients\": [\n",
      "    {\"id\": 1, \"name\": \"onion peels\", \"quantity\": null, \"unit\": null},\n",
      "    {\"id\": 2, \"name\": \"eggs\", \"quantity\": 10, \"unit\": null},\n",
      "    {\"id\": 3, \"name\": \"sugar\", \"quantity\": 1, \"unit\": \"teaspoon\"},\n",
      "    {\"id\": 4, \"name\": \"salt\", \"quantity\": 2, \"unit\": \"tablespoons\"},\n",
      "    {\"id\": 5, \"name\": \"loorber leaves\", \"quantity\": 2, \"unit\": null},\n",
      "    {\"id\": 6, \"name\": \"cloves\", \"quantity\": 3, \"unit\": null},\n",
      "    {\"id\": 7, \"name\": \"allspice\", \"quantity\": 4, \"unit\": null},\n",
      "    {\"id\": 8, \"name\": \"peppercorns\", \"quantity\": 1, \"unit\": \"tablespoon\"},\n",
      "    {\"id\": 9, \"name\": \"caraway seeds\", \"quantity\": 1, \"unit\": \"tablespoon\"},\n",
      "    {\"id\": 10, \"name\": \"mustard seeds\", \"quantity\": 1, \"unit\": \"tablespoon\"},\n",
      "    {\"id\": 11, \"name\": \"Szechuan pepper (optional)\", \"quantity\": 1, \"unit\": \"teaspoon\"},\n",
      "    {\"id\": 12, \"name\": \"lovage (optional)\", \"quantity\": 1, \"unit\": \"teaspoon\"},\n",
      "    {\"id\": 13, \"name\": \"nutmeg (optional)\", \"quantity\": 1, \"unit\": \"teaspoon\"},\n",
      "    {\"id\": 14, \"name\": \"vinegar\", \"quantity\": 100, \"unit\": \"ml\"},\n",
      "    {\"id\": 15, \"name\": \"garlic\", \"quantity\": 3, \"unit\": \"cloves\"}\n",
      "  ],\n",
      "  \"steps\": [\n",
      "    {\n",
      "      \"number\": 1,\n",
      "      \"description\": \"Put 750mL of water and the peels of five onions in a pot and let them cook for five minutes.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": 5,\n",
      "      \"waiting_time\": 20,\n",
      "      \"used_ingredients\": [1]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 2,\n",
      "      \"description\": \"Put the eggs, one teaspoon of sugar, two tablespoons of salt and all spices (but vinegar and garlic) in the pot, bring it to a boil and cook them for seven minutes.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": 7,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [2, 3, 4, 5, 6, 7, 8, 9, 10]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 3,\n",
      "      \"description\": \"Use a spoon to remove the eggs from the pot and crack them all around. Do not remove the eggshell!\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [2]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 4,\n",
      "      \"description\": \"Place the eggs and the garlic in a jar, fill it with the spiced water and add the vinegar. Add water, if needed, so that the eggs are covered.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [2, 14, 15]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 5,\n",
      "      \"description\": \"Let them rest for at least three days and at most two weeks at room temperature or slightly below.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": 3*24*60 + 14*24*60,\n",
      "      \"used_ingredients\": []\n",
      "    }\n",
      "  ],\n",
      "  \"total_preparation_time\": {\"min\": 0, \"max\": 30},\n",
      "  \"total_cooking_time\": {\"min\": 12, \"max\": 12},\n",
      "  \"total_waiting_time\": {\"min\": 3*24*60, \"max\": 14*24*60},\n",
      "  \"comments\": [\n",
      "    \"Peel the egg and cut it in half before consuming.\",\n",
      "    \"Remove the yolk and fill the egg with mustard, oil, salt and pepper. Place the yolk on top.\"\n",
      "  ],\n",
      "  \"inference_assumptions\": [\n",
      "    \"Assumed that the recipe is for 10 servings\",\n",
      "    \"Assumed that the `loorber leaves` are bay leaves\"\n",
      "  ]\n",
      "}\n",
      "```\n",
      "The recipe makes 10 servings. The preparation time for the recipe is up to 30 minutes, the cooking time is 12 minutes, and the waiting time is between 3 and 14 days. The recipe uses onion peels, eggs, sugar, salt, bay leaves, cloves, allspice, peppercorns, caraway seeds, mustard seeds, vinegar, and garlic. The eggs are boiled with the spices and then placed in a jar with the spiced water, vinegar, and garlic. The jar is then left to rest for at least three days and up to two weeks before consuming.\n",
      "Error in parsing Invalid json output: Here is the recipe for a \"Spicy Vegetable Cocktail\" in the required JSON format:\n",
      "\n",
      "```json\n",
      "{\n",
      "  \"name\": \"Spicy Vegetable Cocktail\",\n",
      "  \"serving_size\": 1,\n",
      "  \"ingredients\": [\n",
      "    {\n",
      "      \"id\": 1,\n",
      "      \"name\": \"tomato-vegetable juice cocktail\",\n",
      "      \"quantity\": 1136,\n",
      "      \"unit\": \"ml\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 2,\n",
      "      \"name\": \"lemon\",\n",
      "      \"quantity\": 1,\n",
      "      \"unit\": \"unit\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 3,\n",
      "      \"name\": \"brown sugar\",\n",
      "      \"quantity\": 1,\n",
      "      \"unit\": \"teaspoon\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 4,\n",
      "      \"name\": \"steak sauce\",\n",
      "      \"quantity\": 1,\n",
      "      \"unit\": \"tablespoon\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 5,\n",
      "      \"name\": \"Worcestershire sauce\",\n",
      "      \"quantity\": 1,\n",
      "      \"unit\": \"tablespoon\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 6,\n",
      "      \"name\": \"prepared horseradish\",\n",
      "      \"quantity\": 1,\n",
      "      \"unit\": \"teaspoon\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 7,\n",
      "      \"name\": \"hot pepper sauce\",\n",
      "      \"quantity\": 1,\n",
      "      \"unit\": \"teaspoon\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 8,\n",
      "      \"name\": \"celery salt\",\n",
      "      \"quantity\": 0.5,\n",
      "      \"unit\": \"teaspoon\"\n",
      "    }\n",
      "  ],\n",
      "  \"steps\": [\n",
      "    {\n",
      "      \"number\": 1,\n",
      "      \"description\": \"In a large pitcher, combine juice cocktail, lemon juice and brown sugar.\",\n",
      "      \"preparation_time\": 5,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": 8 * 60,\n",
      "      \"used_ingredients\": [1, 2, 3]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 2,\n",
      "      \"description\": \"Season with Worcestershire sauce, horseradish, hot sauce and celery salt.\",\n",
      "      \"preparation_time\": 2,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [4, 5, 6, 7, 8]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 3,\n",
      "      \"description\": \"Cover, and refrigerate 8 to 12 hours to allow flavors to meld.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": 8 * 60,\n",
      "      \"used_ingredients\": []\n",
      "    }\n",
      "  ],\n",
      "  \"total_preparation_time\": {\n",
      "    \"min\": 7,\n",
      "    \"max\": 7\n",
      "  },\n",
      "  \"total_cooking_time\": {\n",
      "    \"min\": null,\n",
      "    \"max\": null\n",
      "  },\n",
      "  \"total_waiting_time\": {\n",
      "    \"min\": 8 * 60,\n",
      "    \"max\": 12 * 60\n",
      "  },\n",
      "  \"comments\": [],\n",
      "  \"inference_assumptions\": [\n",
      "    \"Assumed that the recipe serves one because the serving size is not specified.\"\n",
      "  ]\n",
      "}\n",
      "```\n",
      "The total preparation time is 7 minutes (5 minutes for step 1 and 2 minutes for step 2). The total cooking time is null because there is no cooking involved. The total waiting time is between 8 and 12 hours (8 hours for step 3).\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Retrying langchain_mistralai.chat_models.acompletion_with_retry.<locals>._completion_with_retry in 4.0 seconds as it raised ReadTimeout: .\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Error in parsing Failed to parse Recipe from completion {\"name\": \"Torrijas\", \"serving_size\": 16, \"ingredients\": [{\"id\": 1, \"name\": \"Dried bread (or Torrijas bread)\", \"quantity\": null, \"unit\": null}, {\"id\": 2, \"name\": \"Milk\", \"quantity\": 2, \"unit\": \"cups\"}, {\"id\": 3, \"name\": \"Eggs\", \"quantity\": 2, \"unit\": null}, {\"id\": 4, \"name\": \"Cinnamon\", \"quantity\": null, \"unit\": \"teaspoon\"}, {\"id\": 5, \"name\": \"Grated lemon rind\", \"quantity\": null, \"unit\": null}, {\"id\": 6, \"name\": \"Sugar\", \"quantity\": null, \"unit\": \"tablespoon\"}, {\"id\": 7, \"name\": \"Olive oil\", \"quantity\": null, \"unit\": \"pan (half)\"}], \"steps\": [{\"number\": 1, \"description\": \"Mull the milk with cinnamon and a bit of sugar (not too much, the milk is already sweet). Add the lemon rind if you want.\", \"preparation_time\": 5, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 2}, {\"id\": 4}, {\"id\": 5}, {\"id\": 6}]}, {\"number\": 2, \"description\": \"Cool down the milk.\", \"preparation_time\": null, \"cooking_time\": null, \"waiting_time\": 15, \"used_ingredients\": [{\"id\": 2}]}, {\"number\": 3, \"description\": \"While the milk is cooling, beat the eggs and heat up half a pan of olive oil.\", \"preparation_time\": 5, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 3}, {\"id\": 7}]}, {\"number\": 4, \"description\": \"Cut the dry bread in slices. Soak it in the milk.\", \"preparation_time\": null, \"cooking_time\": null, \"waiting_time\": 5, \"used_ingredients\": [{\"id\": 1}, {\"id\": 2}]}, {\"number\": 5, \"description\": \"Coat the bread soaking it in the beaten eggs.\", \"preparation_time\": null, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 3}, {\"id\": 1}]}, {\"number\": 6, \"description\": \"Fry the soaked & coated bread with the heated oil.\", \"preparation_time\": null, \"cooking_time\": 10, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 7}, {\"id\": 1}, {\"id\": 3}]}, {\"number\": 7, \"description\": \"Optionally sprinkle some sugar onto the Torrijas.\", \"preparation_time\": null, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 6}]}], \"total_preparation_time\": {\"min\": 25, \"max\": 25}, \"total_cooking_time\": {\"min\": 10, \"max\": 10}, \"total_waiting_time\": {\"min\": 15, \"max\": 15}, \"comments\": [], \"inference_assumptions\": [\"Assumed that the recipe serves 16 people\", \"Assumed that the `1` in `16 torrijas` is the serving size\", \"Assumed that the `approx.` in `2 cups per 16 torrijas approx.` is an approximation\"]}. Got: 15 validation errors for Recipe\n",
      "steps.0.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 2}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.0.used_ingredients.1\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 4}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.0.used_ingredients.2\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 5}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.0.used_ingredients.3\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 6}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.1.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 2}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.2.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 3}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.2.used_ingredients.1\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 7}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.3.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 1}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.3.used_ingredients.1\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 2}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.4.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 3}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.4.used_ingredients.1\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 1}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.5.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 7}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.5.used_ingredients.1\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 1}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.5.used_ingredients.2\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 3}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.6.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 6}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "Error in parsing Failed to parse Recipe from completion {\"name\": \"Ham and Cheese Quiche\", \"serving_size\": 6, \"ingredients\": [{\"id\": 1, \"name\": \"flour\", \"quantity\": 200, \"unit\": \"g\"}, {\"id\": 2, \"name\": \"butter or margarine\", \"quantity\": 100, \"unit\": \"g\"}, {\"id\": 3, \"name\": \"water\", \"quantity\": 5, \"unit\": \"tablespoons\"}, {\"id\": 4, \"name\": \"ham\", \"quantity\": 200, \"unit\": \"g\"}, {\"id\": 5, \"name\": \"eggs\", \"quantity\": 4, \"unit\": \"unit\"}, {\"id\": 6, \"name\": \"cream\", \"quantity\": 0.25, \"unit\": \"l\"}, {\"id\": 7, \"name\": \"edamer cheese\", \"quantity\": 125, \"unit\": \"g\"}], \"steps\": [{\"number\": 1, \"description\": \"Spread some butter on a 26cm \\u00d8 or two smaller baking tins and cover it with flour\", \"preparation_time\": 5, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 1, \"name\": \"flour\", \"quantity\": null, \"unit\": null}, {\"id\": 2, \"name\": \"butter or margarine\", \"quantity\": null, \"unit\": null}]}, {\"number\": 2, \"description\": \"Sieve the flour, mingle the butter/margarine in small flakes\", \"preparation_time\": 10, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 1, \"name\": \"flour\", \"quantity\": null, \"unit\": null}, {\"id\": 2, \"name\": \"butter or margarine\", \"quantity\": null, \"unit\": null}]}, {\"number\": 3, \"description\": \"Form a depression in the middle of the flour and add spoons of water\", \"preparation_time\": 5, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 1, \"name\": \"flour\", \"quantity\": null, \"unit\": null}, {\"id\": 3, \"name\": \"water\", \"quantity\": null, \"unit\": \"tablespoons\"}]}, {\"number\": 4, \"description\": \"Mix all ingredients by hand until the dough becomes a homogenous mass\", \"preparation_time\": 10, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 1, \"name\": \"flour\", \"quantity\": null, \"unit\": null}, {\"id\": 2, \"name\": \"butter or margarine\", \"quantity\": null, \"unit\": null}, {\"id\": 3, \"name\": \"water\", \"quantity\": null, \"unit\": \"tablespoons\"}]}, {\"number\": 5, \"description\": \"Wrap the dough in aluminium foil and let it rest in the fridge for two hours (around -4 \\u00b0C)\", \"preparation_time\": null, \"cooking_time\": null, \"waiting_time\": 120, \"used_ingredients\": [{\"id\": 1, \"name\": \"flour\", \"quantity\": null, \"unit\": null}, {\"id\": 2, \"name\": \"butter or margarine\", \"quantity\": null, \"unit\": null}, {\"id\": 3, \"name\": \"water\", \"quantity\": null, \"unit\": \"tablespoons\"}]}, {\"number\": 6, \"description\": \"Preheat the oven at 200\\u00b0C\", \"preparation_time\": null, \"cooking_time\": null, \"waiting_time\": 10, \"used_ingredients\": []}, {\"number\": 7, \"description\": \"Spread the dough on a flour-covered surface. Roll it until it has a thickness of around 4mm. Form a crust on the sides\", \"preparation_time\": 15, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 1, \"name\": \"flour\", \"quantity\": null, \"unit\": null}, {\"id\": 2, \"name\": \"butter or margarine\", \"quantity\": null, \"unit\": null}]}, {\"number\": 8, \"description\": \"Use a fork to prick the dough for a more thorough heat penetration\", \"preparation_time\": 5, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 1, \"name\": \"flour\", \"quantity\": null, \"unit\": null}, {\"id\": 2, \"name\": \"butter or margarine\", \"quantity\": null, \"unit\": null}]}, {\"number\": 9, \"description\": \"Cut the ham in slices and distribute them evenly on the dough\", \"preparation_time\": 5, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 4, \"name\": \"ham\", \"quantity\": null, \"unit\": \"g\"}]}, {\"number\": 10, \"description\": \"Divide the yolk from the egg white\", \"preparation_time\": 5, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 5, \"name\": \"eggs\", \"quantity\": null, \"unit\": \"unit\"}]}, {\"number\": 11, \"description\": \"Whisk the yolk with cream\", \"preparation_time\": 5, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 5, \"name\": \"eggs\", \"quantity\": null, \"unit\": \"unit\"}, {\"id\": 6, \"name\": \"cream\", \"quantity\": null, \"unit\": \"l\"}]}, {\"number\": 12, \"description\": \"Add the grinded cheese\", \"preparation_time\": 5, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 7, \"name\": \"edamer cheese\", \"quantity\": null, \"unit\": \"g\"}]}, {\"number\": 13, \"description\": \"Whisk the egg white until it becomes foamy\", \"preparation_time\": 5, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 5, \"name\": \"eggs\", \"quantity\": null, \"unit\": \"unit\"}]}, {\"number\": 14, \"description\": \"Add it to the yolk-pepper-salt-cheese mixture\", \"preparation_time\": 5, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 5, \"name\": \"eggs\", \"quantity\": null, \"unit\": \"unit\"}, {\"id\": 6, \"name\": \"cream\", \"quantity\": null, \"unit\": \"l\"}, {\"id\": 7, \"name\": \"edamer cheese\", \"quantity\": null, \"unit\": \"g\"}]}, {\"number\": 15, \"description\": \"Cover the ham in the baking tin with the mixture. Equalize the surface\", \"preparation_time\": 5, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 4, \"name\": \"ham\", \"quantity\": null, \"unit\": \"g\"}, {\"id\": 5, \"name\": \"eggs\", \"quantity\": null, \"unit\": \"unit\"}, {\"id\": 6, \"name\": \"cream\", \"quantity\": null, \"unit\": \"l\"}, {\"id\": 7, \"name\": \"edamer cheese\", \"quantity\": null, \"unit\": \"g\"}]}, {\"number\": 16, \"description\": \"Bake the Quiche in the oven on the middle rail for 30 minutes\", \"preparation_time\": null, \"cooking_time\": 30, \"waiting_time\": null, \"used_ingredients\": []}, {\"number\": 17, \"description\": \"After baking leave it to rest for a few minutes, then serve while it's still warm\", \"preparation_time\": null, \"cooking_time\": null, \"waiting_time\": 5, \"used_ingredients\": []}], \"total_preparation_time\": {\"min\": 85, \"max\": 85}, \"total_cooking_time\": {\"min\": 30, \"max\": 30}, \"total_waiting_time\": {\"min\": 120, \"max\": 120}, \"comments\": [\"I recommend serving it with a glass of white wine.\"], \"inference_assumptions\": [\"Assumed that the recipe serves 6 people\", \"Assumed that the `1/4 cream` means 0.25 liters\"]}. Got: 29 validation errors for Recipe\n",
      "steps.0.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 1, 'name': 'flour'...ty': None, 'unit': None}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.0.used_ingredients.1\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 2, 'name': 'butter...ty': None, 'unit': None}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.1.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 1, 'name': 'flour'...ty': None, 'unit': None}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.1.used_ingredients.1\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 2, 'name': 'butter...ty': None, 'unit': None}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.2.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 1, 'name': 'flour'...ty': None, 'unit': None}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.2.used_ingredients.1\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 3, 'name': 'water'..., 'unit': 'tablespoons'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.3.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 1, 'name': 'flour'...ty': None, 'unit': None}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.3.used_ingredients.1\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 2, 'name': 'butter...ty': None, 'unit': None}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.3.used_ingredients.2\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 3, 'name': 'water'..., 'unit': 'tablespoons'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.4.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 1, 'name': 'flour'...ty': None, 'unit': None}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.4.used_ingredients.1\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 2, 'name': 'butter...ty': None, 'unit': None}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.4.used_ingredients.2\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 3, 'name': 'water'..., 'unit': 'tablespoons'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.6.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 1, 'name': 'flour'...ty': None, 'unit': None}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.6.used_ingredients.1\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 2, 'name': 'butter...ty': None, 'unit': None}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.7.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 1, 'name': 'flour'...ty': None, 'unit': None}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.7.used_ingredients.1\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 2, 'name': 'butter...ty': None, 'unit': None}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.8.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 4, 'name': 'ham', ...ity': None, 'unit': 'g'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.9.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 5, 'name': 'eggs',...': None, 'unit': 'unit'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.10.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 5, 'name': 'eggs',...': None, 'unit': 'unit'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.10.used_ingredients.1\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 6, 'name': 'cream'...ity': None, 'unit': 'l'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.11.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 7, 'name': 'edamer...ity': None, 'unit': 'g'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.12.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 5, 'name': 'eggs',...': None, 'unit': 'unit'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.13.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 5, 'name': 'eggs',...': None, 'unit': 'unit'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.13.used_ingredients.1\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 6, 'name': 'cream'...ity': None, 'unit': 'l'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.13.used_ingredients.2\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 7, 'name': 'edamer...ity': None, 'unit': 'g'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.14.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 4, 'name': 'ham', ...ity': None, 'unit': 'g'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.14.used_ingredients.1\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 5, 'name': 'eggs',...': None, 'unit': 'unit'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.14.used_ingredients.2\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 6, 'name': 'cream'...ity': None, 'unit': 'l'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.14.used_ingredients.3\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 7, 'name': 'edamer...ity': None, 'unit': 'g'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "Error in parsing Failed to parse Recipe from completion {\"name\": \"Slow Cooker Chicken Tacos\", \"serving_size\": 4, \"ingredients\": [{\"id\": 1, \"name\": \"chicken breasts\", \"quantity\": 2, \"unit\": \"pieces\"}, {\"id\": 2, \"name\": \"onions\", \"quantity\": 3, \"unit\": \"units (preferably red)\"}, {\"id\": 3, \"name\": \"adobo seasoning\", \"quantity\": null, \"unit\": \"teaspoon\"}, {\"id\": 4, \"name\": \"paprika\", \"quantity\": null, \"unit\": \"teaspoon\"}, {\"id\": 5, \"name\": \"cheese\", \"quantity\": null, \"unit\": \"shredded Mexican blend or crumbling cheese\"}, {\"id\": 6, \"name\": \"small tortillas\", \"quantity\": null, \"unit\": \"units\"}, {\"id\": 7, \"name\": \"lime\", \"quantity\": 1, \"unit\": \"unit\"}, {\"id\": 8, \"name\": \"cilantro\", \"quantity\": null, \"unit\": \"bunch\"}, {\"id\": 9, \"name\": \"tomato\", \"quantity\": null, \"unit\": \"unit\"}, {\"id\": 10, \"name\": \"lettuce\", \"quantity\": null, \"unit\": \"cup\"}], \"steps\": [{\"number\": 1, \"description\": \"Quarter two onions and spread on the bottom of a slow-cooker.\", \"preparation_time\": 10, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 2, \"name\": \"onions\", \"quantity\": 2, \"unit\": \"units\"}]}, {\"number\": 2, \"description\": \"Place chicken breasts on top of onions.\", \"preparation_time\": 5, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 1, \"name\": \"chicken breasts\", \"quantity\": 2, \"unit\": \"pieces\"}]}, {\"number\": 3, \"description\": \"Season slow-cooker contents liberally with adobo seasoning, paprika and any other desired seasonings, squeeze half of a lime too if desired.\", \"preparation_time\": 5, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 3, \"name\": \"adobo seasoning\", \"quantity\": null, \"unit\": \"teaspoon\"}, {\"id\": 4, \"name\": \"paprika\", \"quantity\": null, \"unit\": \"teaspoon\"}, {\"id\": 7, \"name\": \"lime\", \"quantity\": 0.5, \"unit\": \"unit\"}]}, {\"number\": 4, \"description\": \"Let cook on low for 8 hours. Cooking on high for less time is possible as well, but a slower cook is preferable.\", \"preparation_time\": null, \"cooking_time\": {\"min\": 480, \"max\": 480}, \"waiting_time\": null, \"used_ingredients\": []}, {\"number\": 7, \"description\": \"Dice the tomato, cilantro, any lettuce and the third onion for taco contents.\", \"preparation_time\": 10, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 2, \"name\": \"onions\", \"quantity\": 1, \"unit\": \"units\"}, {\"id\": 8, \"name\": \"cilantro\", \"quantity\": null, \"unit\": \"bunch\"}, {\"id\": 9, \"name\": \"tomato\", \"quantity\": 1, \"unit\": \"unit\"}, {\"id\": 10, \"name\": \"lettuce\", \"quantity\": 1, \"unit\": \"cup\"}]}, {\"number\": 9, \"description\": \"Shred chicken with forks once cooked. Optionally add a dash more seasoning for taste or appearance.\", \"preparation_time\": null, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 1, \"name\": \"chicken breasts\", \"quantity\": 2, \"unit\": \"pieces\"}, {\"id\": 3, \"name\": \"adobo seasoning\", \"quantity\": null, \"unit\": \"teaspoon\"}, {\"id\": 4, \"name\": \"paprika\", \"quantity\": null, \"unit\": \"teaspoon\"}]}, {\"number\": 10, \"description\": \"Add chicken, cheese and all the diced ingredients to tortillas.\", \"preparation_time\": 5, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 1, \"name\": \"chicken breasts\", \"quantity\": 2, \"unit\": \"pieces\"}, {\"id\": 5, \"name\": \"cheese\", \"quantity\": null, \"unit\": \"shredded Mexican blend or crumbling cheese\"}, {\"id\": 2, \"name\": \"onions\", \"quantity\": 1, \"unit\": \"units\"}, {\"id\": 8, \"name\": \"cilantro\", \"quantity\": null, \"unit\": \"bunch\"}, {\"id\": 9, \"name\": \"tomato\", \"quantity\": 1, \"unit\": \"unit\"}, {\"id\": 10, \"name\": \"lettuce\", \"quantity\": 1, \"unit\": \"cup\"}]}, {\"number\": 11, \"description\": \"Squeeze remainder of lime over finished product.\", \"preparation_time\": 1, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 7, \"name\": \"lime\", \"quantity\": 0.5, \"unit\": \"unit\"}]}], \"total_preparation_time\": {\"min\": 31, \"max\": 31}, \"total_cooking_time\": {\"min\": 480, \"max\": 480}, \"total_waiting_time\": {\"min\": 480, \"max\": 480}, \"comments\": [], \"inference_assumptions\": [\"Assumed that the recipe serves 4 people\", \"Assumed that the `adobo seasoning` and `paprika` quantities are to taste\", \"Assumed that the `cheese` quantity is to taste\", \"Assumed that the `small tortillas` quantity is to taste\"]}. Got: 19 validation errors for Recipe\n",
      "steps.0.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 2, 'name': 'onions...ty': 2, 'unit': 'units'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.1.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 1, 'name': 'chicke...y': 2, 'unit': 'pieces'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.2.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 3, 'name': 'adobo ...one, 'unit': 'teaspoon'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.2.used_ingredients.1\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 4, 'name': 'paprik...one, 'unit': 'teaspoon'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.2.used_ingredients.2\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 7, 'name': 'lime',...y': 0.5, 'unit': 'unit'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.4.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 2, 'name': 'onions...ty': 1, 'unit': 'units'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.4.used_ingredients.1\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 8, 'name': 'cilant...: None, 'unit': 'bunch'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.4.used_ingredients.2\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 9, 'name': 'tomato...ity': 1, 'unit': 'unit'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.4.used_ingredients.3\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 10, 'name': 'lettu...tity': 1, 'unit': 'cup'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.5.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 1, 'name': 'chicke...y': 2, 'unit': 'pieces'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.5.used_ingredients.1\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 3, 'name': 'adobo ...one, 'unit': 'teaspoon'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.5.used_ingredients.2\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 4, 'name': 'paprik...one, 'unit': 'teaspoon'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.6.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 1, 'name': 'chicke...y': 2, 'unit': 'pieces'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.6.used_ingredients.1\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 5, 'name': 'cheese...nd or crumbling cheese'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.6.used_ingredients.2\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 2, 'name': 'onions...ty': 1, 'unit': 'units'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.6.used_ingredients.3\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 8, 'name': 'cilant...: None, 'unit': 'bunch'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.6.used_ingredients.4\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 9, 'name': 'tomato...ity': 1, 'unit': 'unit'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.6.used_ingredients.5\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 10, 'name': 'lettu...tity': 1, 'unit': 'cup'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.7.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 7, 'name': 'lime',...y': 0.5, 'unit': 'unit'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "Error in parsing Invalid json output: Here is the recipe for Coconut Flour Bread in the requested JSON format:\n",
      "\n",
      "```json\n",
      "{\n",
      "  \"name\": \"Coconut Flour Bread\",\n",
      "  \"serving_size\": 6,\n",
      "  \"ingredients\": [\n",
      "    {\n",
      "      \"id\": 1,\n",
      "      \"name\": \"eggs\",\n",
      "      \"quantity\": 6,\n",
      "      \"unit\": \"medium\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 2,\n",
      "      \"name\": \"coconut oil\",\n",
      "      \"quantity\": 1,\n",
      "      \"unit\": \"tablespoon\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 3,\n",
      "      \"name\": \"coconut flour\",\n",
      "      \"quantity\": 3/4,\n",
      "      \"unit\": \"cup\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 4,\n",
      "      \"name\": \"baking powder\",\n",
      "      \"quantity\": 1,\n",
      "      \"unit\": \"teaspoon\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 5,\n",
      "      \"name\": \"salt\",\n",
      "      \"quantity\": null,\n",
      "      \"unit\": \"pinch\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 6,\n",
      "      \"name\": \"xanthan gum\",\n",
      "      \"quantity\": 0.5,\n",
      "      \"unit\": \"teaspoon\"\n",
      "    }\n",
      "  ],\n",
      "  \"steps\": [\n",
      "    {\n",
      "      \"number\": 1,\n",
      "      \"description\": \"Mix all dry ingredients in a big bowl.\",\n",
      "      \"preparation_time\": 5,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [4, 5, 6]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 2,\n",
      "      \"description\": \"Add the whole eggs and the coconut oil.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [1, 2]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 3,\n",
      "      \"description\": \"Mix well with a spoon until it gets thick. You can add extra coconut flour if you feel it is too liquid.\",\n",
      "      \"preparation_time\": 5,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [3]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 4,\n",
      "      \"description\": \"Pre-heat your oven to 350°F (175°C).\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": 10,\n",
      "      \"used_ingredients\": []\n",
      "    },\n",
      "    {\n",
      "      \"number\": 5,\n",
      "      \"description\": \"Pour the dough evenly into a Bread/Loaf form (coated with butter or parchment paper) and cook for 35 to 45 min.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": 35,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": []\n",
      "    },\n",
      "    {\n",
      "      \"number\": 6,\n",
      "      \"description\": \"After cooking, remove it from the oven and let it sits while it cools down.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": 15,\n",
      "      \"used_ingredients\": []\n",
      "    }\n",
      "  ],\n",
      "  \"total_preparation_time\": {\n",
      "    \"min\": 20,\n",
      "    \"max\": 20\n",
      "  },\n",
      "  \"total_cooking_time\": {\n",
      "    \"min\": 35,\n",
      "    \"max\": 45\n",
      "  },\n",
      "  \"total_waiting_time\": {\n",
      "    \"min\": 25,\n",
      "    \"max\": 25\n",
      "  },\n",
      "  \"comments\": [\n",
      "    \"Some variations can be done, like using butter instead of coconut oil or adding pumpkin pure to the mix and having a cake-like texture.\"\n",
      "  ],\n",
      "  \"inference_assumptions\": [\n",
      "    \"Assumed that the recipe serves 6 people with medium-sized eggs.\"\n",
      "  ]\n",
      "}\n",
      "```\n",
      "The JSON format includes the name, serving size, ingredients, steps, total preparation time, total cooking time, total waiting time, comments, and inference assumptions. The ingredients are listed with their respective quantities and units, and the steps include the preparation time, cooking time, waiting time, and used ingredients. The total preparation, cooking, and waiting times are also provided, along with any additional comments and assumptions made during the generation process.\n",
      "Error in parsing Invalid json output: Here is the recipe for Honey Sriracha Chicken Thighs in the required JSON format:\n",
      "\n",
      "```json\n",
      "{\n",
      "  \"name\": \"Honey Sriracha Chicken Thighs\",\n",
      "  \"serving_size\": 5,\n",
      "  \"ingredients\": [\n",
      "    {\n",
      "      \"id\": 1,\n",
      "      \"name\": \"chicken thighs\",\n",
      "      \"quantity\": 5,\n",
      "      \"unit\": \"pieces\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 2,\n",
      "      \"name\": \"olive oil\",\n",
      "      \"quantity\": 1,\n",
      "      \"unit\": \"tablespoon\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 3,\n",
      "      \"name\": \"honey\",\n",
      "      \"quantity\": 1/3,\n",
      "      \"unit\": \"cup\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 4,\n",
      "      \"name\": \"sriracha hot sauce\",\n",
      "      \"quantity\": 2,\n",
      "      \"unit\": \"tablespoons\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 5,\n",
      "      \"name\": \"kosher salt\",\n",
      "      \"quantity\": 1/2,\n",
      "      \"unit\": \"teaspoon\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 6,\n",
      "      \"name\": \"black pepper\",\n",
      "      \"quantity\": 1/2,\n",
      "      \"unit\": \"teaspoon\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 7,\n",
      "      \"name\": \"sesame seeds\",\n",
      "      \"quantity\": null,\n",
      "      \"unit\": \"optional\"\n",
      "    }\n",
      "  ],\n",
      "  \"steps\": [\n",
      "    {\n",
      "      \"number\": 1,\n",
      "      \"description\": \"Preheat the oven to 350°F (175°C).\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": []\n",
      "    },\n",
      "    {\n",
      "      \"number\": 2,\n",
      "      \"description\": \"Season the chicken. Rub the thighs with some olive oil and season liberally with salt and pepper.\",\n",
      "      \"preparation_time\": 5,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [\n",
      "        {\n",
      "          \"id\": 1,\n",
      "          \"name\": \"chicken thighs\"\n",
      "        },\n",
      "        {\n",
      "          \"id\": 2,\n",
      "          \"name\": \"olive oil\"\n",
      "        },\n",
      "        {\n",
      "          \"id\": 5,\n",
      "          \"name\": \"kosher salt\"\n",
      "        },\n",
      "        {\n",
      "          \"id\": 6,\n",
      "          \"name\": \"black pepper\"\n",
      "        }\n",
      "      ]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 3,\n",
      "      \"description\": \"Place the chicken thighs in a cold skillet, skin-side down. Cook for 15 minutes on medium-low heat without touching them.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": 15,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [\n",
      "        {\n",
      "          \"id\": 1,\n",
      "          \"name\": \"chicken thighs\"\n",
      "        }\n",
      "      ]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 4,\n",
      "      \"description\": \"Prepare Sriracha sauce by stirring honey and sriracha together in a bowl.\",\n",
      "      \"preparation_time\": 2,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [\n",
      "        {\n",
      "          \"id\": 3,\n",
      "          \"name\": \"honey\"\n",
      "        },\n",
      "        {\n",
      "          \"id\": 4,\n",
      "          \"name\": \"sriracha hot sauce\"\n",
      "        }\n",
      "      ]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 5,\n",
      "      \"description\": \"Flip the chicken thighs. Cook for another 10 minutes.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": 10,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [\n",
      "        {\n",
      "          \"id\": 1,\n",
      "          \"name\": \"chicken thighs\"\n",
      "        }\n",
      "      ]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 6,\n",
      "      \"description\": \"Place chicken thighs on baking tray (or just use skillet if using a cast-iron skillet). Drizzle the sriracha sauce on both sides of the chicken, coating it. You do not have to use all of it.\",\n",
      "      \"preparation_time\": 2,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [\n",
      "        {\n",
      "          \"id\": 1,\n",
      "          \"name\": \"chicken thighs\"\n",
      "        },\n",
      "        {\n",
      "          \"id\": 3,\n",
      "          \"name\": \"honey\"\n",
      "        },\n",
      "        {\n",
      "          \"id\": 4,\n",
      "          \"name\": \"sriracha hot sauce\"\n",
      "        }\n",
      "      ]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 7,\n",
      "      \"description\": \"Bake chicken thighs for 15 minutes.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": 15,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [\n",
      "        {\n",
      "          \"id\": 1,\n",
      "          \"name\": \"chicken thighs\"\n",
      "        }\n",
      "      ]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 8,\n",
      "      \"description\": \"Test chicken for doneness. Chicken should reach internal temperature of 165°F (74°C).\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [\n",
      "        {\n",
      "          \"id\": 1,\n",
      "          \"name\": \"chicken thighs\"\n",
      "        }\n",
      "      ]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 9,\n",
      "      \"description\": \"If chicken is near done (or done), you can baste a second time with the remaining sauce (you can make more sauce if you need) and return to oven for 5 more minutes. Do not worry about overcooking; chicken thighs are difficult to overcook.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": 5,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [\n",
      "        {\n",
      "          \"id\": 1,\n",
      "          \"name\": \"chicken thighs\"\n",
      "        },\n",
      "        {\n",
      "          \"id\": 3,\n",
      "          \"name\": \"honey\"\n",
      "        },\n",
      "        {\n",
      "          \"id\": 4,\n",
      "          \"name\": \"sriracha hot sauce\"\n",
      "        }\n",
      "      ]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 10,\n",
      "      \"description\": \"When chicken is done, let cool for a few minutes and garnish with sesame seeds before serving.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [\n",
      "        {\n",
      "          \"id\": 1,\n",
      "          \"name\": \"chicken thighs\"\n",
      "        },\n",
      "        {\n",
      "          \"id\": 7,\n",
      "          \"name\": \"sesame seeds\"\n",
      "        }\n",
      "      ]\n",
      "    }\n",
      "  ],\n",
      "  \"total_preparation_time\": {\n",
      "    \"min\": 14,\n",
      "    \"max\": 14\n",
      "  },\n",
      "  \"total_cooking_time\": {\n",
      "    \"min\": 55,\n",
      "    \"max\": 60\n",
      "  },\n",
      "  \"total_waiting_time\": {\n",
      "    \"min\": 0,\n",
      "    \"max\": 0\n",
      "  },\n",
      "  \"comments\": [],\n",
      "  \"inference_assumptions\": [\n",
      "    \"Assumed that the recipe serves 5 people\",\n",
      "    \"Assumed that the `1 tablespoon` of olive oil is sufficient for cooking the chicken thighs\",\n",
      "    \"Assumed that the `1/3 cup` of honey and `2 tablespoons` of sriracha hot sauce are sufficient for coating the chicken thighs\",\n",
      "    \"Assumed that the oven temperature is in Fahrenheit\",\n",
      "    \"Assumed that the chicken thighs are skin-on and bone-in\"\n",
      "  ]\n",
      "}\n",
      "```\n",
      "Here is a breakdown of the total time:\n",
      "\n",
      "* Preparation time: 14 minutes (adding up the preparation times for each step)\n",
      "* Cooking time: 55-60 minutes (adding up the cooking times for each step)\n",
      "* Waiting time: 0 minutes (no waiting steps in this recipe)\n",
      "\n",
      "Note: The `inference_assumptions` field is optional and is included here for demonstration purposes only. It is not required for the JSON to be valid.\n",
      "Error in parsing Invalid json output: Here is the recipe for Three Bean Salad, formatted as a JSON instance that conforms to the provided schema:\n",
      "\n",
      "```json\n",
      "{\n",
      "  \"name\": \"Three Bean Salad\",\n",
      "  \"serving_size\": 6,\n",
      "  \"ingredients\": [\n",
      "    {\n",
      "      \"id\": 1,\n",
      "      \"name\": \"Salad Oil\",\n",
      "      \"quantity\": 1/3,\n",
      "      \"unit\": \"cup\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 2,\n",
      "      \"name\": \"Cider Vinegar\",\n",
      "      \"quantity\": 1/2,\n",
      "      \"unit\": \"cup\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 3,\n",
      "      \"name\": \"Salt\",\n",
      "      \"quantity\": 1,\n",
      "      \"unit\": \"teaspoon\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 4,\n",
      "      \"name\": \"Pepper\",\n",
      "      \"quantity\": 1/2,\n",
      "      \"unit\": \"teaspoon\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 5,\n",
      "      \"name\": \"Sugar\",\n",
      "      \"quantity\": 1/4,\n",
      "      \"unit\": \"cup\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 6,\n",
      "      \"name\": \"Celery Seed\",\n",
      "      \"quantity\": 1/2,\n",
      "      \"unit\": \"teaspoon\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 7,\n",
      "      \"name\": \"Cut Green Beans\",\n",
      "      \"quantity\": null,\n",
      "      \"unit\": \"can\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 8,\n",
      "      \"name\": \"Cut Waxed Beans\",\n",
      "      \"quantity\": null,\n",
      "      \"unit\": \"can\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 9,\n",
      "      \"name\": \"Red Kidney Beans\",\n",
      "      \"quantity\": null,\n",
      "      \"unit\": \"can\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 10,\n",
      "      \"name\": \"Carrot\",\n",
      "      \"quantity\": null,\n",
      "      \"unit\": \"unit\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 11,\n",
      "      \"name\": \"Onion\",\n",
      "      \"quantity\": null,\n",
      "      \"unit\": \"unit\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 12,\n",
      "      \"name\": \"Bell Pepper\",\n",
      "      \"quantity\": null,\n",
      "      \"unit\": \"unit\"\n",
      "    }\n",
      "  ],\n",
      "  \"steps\": [\n",
      "    {\n",
      "      \"number\": 1,\n",
      "      \"description\": \"Put dressing ingredients in a large salad bowl and whisk until blended.\",\n",
      "      \"preparation_time\": 5,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [1, 2, 3, 4, 5, 6]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 2,\n",
      "      \"description\": \"Empty cans of beans into a colander and rinse under cold water.\",\n",
      "      \"preparation_time\": 5,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [7, 8, 9]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 3,\n",
      "      \"description\": \"Chop remaining vegetables and add to dressing. Add beans and gently stir.\",\n",
      "      \"preparation_time\": 10,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [10, 11, 12, 7, 8, 9]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 4,\n",
      "      \"description\": \"Refrigerate for at least an hour before serving, stirring occasionally.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": 60,\n",
      "      \"used_ingredients\": []\n",
      "    }\n",
      "  ],\n",
      "  \"total_preparation_time\": {\n",
      "    \"min\": 20,\n",
      "    \"max\": 20\n",
      "  },\n",
      "  \"total_cooking_time\": {\n",
      "    \"min\": null,\n",
      "    \"max\": null\n",
      "  },\n",
      "  \"total_waiting_time\": {\n",
      "    \"min\": 60,\n",
      "    \"max\": 60\n",
      "  },\n",
      "  \"comments\": [],\n",
      "  \"inference_assumptions\": [\n",
      "    \"Assumed that the salad oil is one of olive oil, canola, or sunflower oil.\",\n",
      "    \"Assumed that the recipe serves 6 people.\"\n",
      "  ]\n",
      "}\n",
      "```\n",
      "The recipe makes 6 servings and uses the following ingredients:\n",
      "\n",
      "* 1/3 cup Salad Oil (olive oil, canola, or sunflower)\n",
      "* 1/2 cup Cider Vinegar\n",
      "* 1 tsp Salt\n",
      "* 1/2 tsp Pepper\n",
      "* 1/4 cup Sugar\n",
      "* 1/2 tsp Celery Seed\n",
      "* 1 can Cut Green Beans\n",
      "* 1 can Cut Waxed Beans\n",
      "* 1 can Red Kidney Beans\n",
      "* 1 Carrot\n",
      "* 1 small Onion\n",
      "* 1 Bell Pepper\n",
      "\n",
      "The recipe has 4 steps:\n",
      "\n",
      "1. Put dressing ingredients in a large salad bowl and whisk until blended. (5 minutes)\n",
      "2. Empty cans of beans into a colander and rinse under cold water. (5 minutes)\n",
      "3. Chop remaining vegetables and add to dressing. Add beans and gently stir. (10 minutes)\n",
      "4. Refrigerate for at least an hour before serving, stirring occasionally. (60 minutes)\n",
      "\n",
      "The total preparation time is 20 minutes, the total cooking time is 0 minutes, and the total waiting time is 60 minutes. The recipe assumes that the salad oil is one of olive oil, canola, or sunflower oil, and that the recipe serves 6 people.\n",
      "Error in parsing Failed to parse Recipe from completion {\"$schema\": \"http://json-schema.org/draft-07/schema#\", \"$defs\": {\"Ingredient\": {\"description\": \"Ingredient schema\", \"properties\": {\"id\": {\"description\": \"Randomly generated unique identifier of the ingredient\", \"examples\": [1, 2, 3, 4, 5, 6], \"title\": \"Id\", \"type\": \"integer\"}, \"name\": {\"description\": \"The name of the ingredient\", \"examples\": [\"flour\", \"sugar\", \"salt\"], \"title\": \"Name\", \"type\": \"string\"}, \"quantity\": {\"anyOf\": [{\"type\": \"number\"}, {\"type\": \"null\"}], \"default\": null, \"description\": \"The quantity of the ingredient\", \"examples\": [200, 4, 0.5, 1, 1, 1], \"title\": \"Quantity\"}, \"unit\": {\"anyOf\": [{\"type\": \"string\"}, {\"type\": \"null\"}], \"default\": null, \"description\": \"The unit in which the quantity is specified\", \"examples\": [\"ml\", \"unit\", \"l\", \"unit\", \"teaspoon\", \"tablespoon\"], \"title\": \"Unit\"}}, \"required\": [\"id\", \"name\"], \"title\": \"Ingredient\", \"type\": \"object\"}, \"Range\": {\"description\": \"Range schema\", \"properties\": {\"min\": {\"anyOf\": [{\"type\": \"number\"}, {\"type\": \"null\"}], \"default\": null, \"description\": \"The start of the range\", \"examples\": [1, 2, 3, 4, 5, 6], \"title\": \"Min\"}, \"max\": {\"anyOf\": [{\"type\": \"number\"}, {\"type\": \"null\"}], \"default\": null, \"description\": \"The end of the range\", \"examples\": [1, 2, 3, 4, 5, 6], \"title\": \"Max\"}}, \"title\": \"Range\", \"type\": \"object\"}, \"Step\": {\"properties\": {\"number\": {\"anyOf\": [{\"type\": \"integer\"}, {\"type\": \"null\"}], \"default\": null, \"description\": \"The position of the step in the recipe\", \"examples\": [1, 2, 3, 4, 5, 6], \"title\": \"Number\"}, \"description\": {\"description\": \"The action that needs to be performed during that step\", \"examples\": [\"Preheat the oven to 180\\u00b0C\", \"Mix the flour and sugar in a bowl\", \"Add the eggs and mix well\", \"Pour the batter into a greased cake tin\", \"Bake for 30 minutes\", \"Let the cake cool down before serving\"], \"title\": \"Description\", \"type\": \"string\"}, \"preparation_time\": {\"anyOf\": [{\"type\": \"number\"}, {\"$ref\": \"#/$defs/Range\"}, {\"type\": \"null\"}], \"default\": null, \"description\": \"The time (in minutes) spent preparing the ingredients mentioned in the step description if any.\", \"examples\": [5, 10, 15, 20, 25, 30], \"title\": \"Preparation Time\"}, \"cooking_time\": {\"anyOf\": [{\"type\": \"number\"}, {\"$ref\": \"#/$defs/Range\"}, {\"type\": \"null\"}], \"default\": null, \"description\": \"The time (in minutes) that we have to cook, bake or heat the ingredients mentioned in the step description if any.\", \"examples\": [5, 10, 15, 20, 25, 30], \"title\": \"Cooking Time\"}, \"waiting_time\": {\"anyOf\": [{\"type\": \"number\"}, {\"$ref\": \"#/$defs/Range\"}, {\"type\": \"null\"}], \"default\": null, \"description\": \"The time (in minutes) that we have to let the mixture of ingredients rest or cool down in the fridge for example.\\n        Only if the step description mentions it.\\n        \", \"title\": \"Waiting Time\"}, \"used_ingredients\": {\"default\": [], \"description\": \"The list of ingredient ids used in the step\", \"examples\": [[1, 2], [3, 4], [5, 6], [7, 8], [9, 10], [11, 12]], \"items\": {\"type\": \"integer\"}, \"title\": \"Used Ingredients\", \"type\": \"array\"}}, \"required\": [\"description\"], \"title\": \"Step\", \"type\": \"object\"}}, \"properties\": {\"name\": {\"description\": \"The name of the recipe\", \"examples\": [\"Chocolate Cake\", \"Apple Pie\", \"Pasta Carbonara\", \"Pumpkin Soup\", \"Chili con Carne\"], \"title\": \"Name\", \"type\": \"string\"}, \"serving_size\": {\"anyOf\": [{\"type\": \"integer\"}, {\"type\": \"null\"}], \"default\": null, \"description\": \"The number of servings the recipe makes\", \"examples\": [1, 2, 4, 6, 8, 10], \"title\": \"Serving Size\"}, \"ingredients\": {\"default\": [{\"id\": 1, \"name\": \"unbleached all-purpose flour\", \"quantity\": 3.75, \"unit\": \"cups\"}, {\"id\": 2, \"name\": \"active dry yeast\", \"quantity\": 2.25, \"unit\": \"teaspoons\"}, {\"id\": 3, \"name\": \"sugar\", \"quantity\": 1, \"unit\": \"teaspoon\"}, {\"id\": 4, \"name\": \"maple syrup, agave, or honey\", \"quantity\": 2, \"unit\": \"tablespoons\"}, {\"id\": 5, \"name\": \"salt\", \"quantity\": 0.5, \"unit\": \"tablespoon\"}, {\"id\": 6, \"name\": \"warm water\", \"quantity\": 1.5, \"unit\": \"cups\"}], \"items\": {\"$ref\": \"#/$defs/Ingredient\"}, \"title\": \"Ingredients\", \"type\": \"array\"}, \"steps\": {\"default\": [{\"number\": 1, \"description\": \"Proof the yeast. To do this warm 1/4 cup water to about bath water heat (110 degrees F, 43 degrees C) add active dry yeast and 1 Tsp sugar. Let sit for about 10 minutes, mixture should at least be doubled in size after waiting.\", \"preparation_time\": {\"min\": 10, \"max\": 10}, \"used_ingredients\": [2, 3]}, {\"number\": 2, \"description\": \"Combine rest of water, yeast mixture, maple syrup (or other sweetener), salt, and flour in a large mixing bowl and stir. The result will be a sticky, rough dough. Use a spoon to stir until well combined and when it can no longer do the job, knead and turn it in the bowl with your hands.\", \"preparation_time\": {\"min\": 10, \"max\": 15}, \"used_ingredients\": [1, 4, 5, 6]}, {\"number\": 3, \"description\": \"Lift the dough out and lightly grease the bowl with nonstick spray or olive oil. Cover and let rise for 2 hours at room temperature.\", \"waiting_time\": {\"min\": 120, \"max\": 120}, \"used_ingredients\": []}, {\"number\": 4, \"description\": \"Transfer dough to a lightly floured work surface and knead until dough is elastic. Rule of thumb is 10 minutes of kneading.\", \"preparation_time\": {\"min\": 10, \"max\": 10}, \"used_ingredients\": []}, {\"number\": 5, \"description\": \"Place seam-side down in a lightly greased loaf pan or baking sheet. Loosely cover with plastic wrap and let rest for 45-60 minutes.\", \"waiting_time\": {\"min\": 45, \"max\": 60}, \"used_ingredients\": []}, {\"number\": 6, \"description\": \"Preheat oven to 425 degrees F (218 C) toward the end of the dough resting time and place a metal pan (NOT glass, Pyrex, or ceramic) on the lowest oven rack. Also have 1 cup of hot water ready.\", \"preparation_time\": {\"min\": 10, \"max\": 15}, \"used_ingredients\": []}, {\"number\": 7, \"description\": \"When the oven is preheated, slash the bread 2 or 3 times with a knife, making a cut about \\u00bd-inch deep.\", \"preparation_time\": {\"min\": 1, \"max\": 3}, \"used_ingredients\": []}, {\"number\": 8, \"description\": \"Place in oven on middle rack. Then carefully pour hot water into the shallow pan on the rack beneath. Expect it to bubble and steam; then close oven door quickly.\", \"cooking_time\": {\"min\": 26, \"max\": 35}, \"used_ingredients\": []}, {\"number\": 9, \"description\": \"Bake the bread for 26 to 35 minutes, or until deep golden brown and risen. Tapping the top of the loaf should produce a hollow sound.\", \"cooking_time\": {\"min\": 26, \"max\": 35}, \"used_ingredients\": []}, {\"number\": 10, \"description\": \"Remove the bread from the oven and let rest in the pan for 5 minutes. Then carefully remove from pan and transfer to a cooling rack to cool. Let it cool completely before slicing for best results (otherwise it can be doughy in the middle).\", \"waiting_time\": {\"min\": 300, \"max\": 300}, \"used_ingredients\": []}], \"items\": {\"$ref\": \"#/$defs/Step\"}, \"title\": \"Steps\", \"type\": \"array\"}, \"total_preparation_time\": {\"anyOf\": [{\"type\": \"number\"}, {\"$ref\": \"#/$defs/Range\"}, {\"type\": \"null\"}], \"default\": null, \"description\": \"The total preparation time (in minutes) for the recipe.\\n        Must be consistent with the preparation time of the steps.\\n        \", \"examples\": [5, 10, 15, 20, 25, 30], \"title\": \"Total Preparation Time\"}, \"total_cooking_time\": {\"anyOf\": [{\"type\": \"number\"}, {\"$ref\": \"#/$defs/Range\"}, {\"type\": \"null\"}], \"default\": null, \"description\": \"The total cooking time (in minutes) for the recipe.\\n        Must be consistent with the preparation time of the steps.\\n        \", \"examples\": [5, 10, 15, 20, 25, 30], \"title\": \"Total Cooking Time\"}, \"total_waiting_time\": {\"anyOf\": [{\"type\": \"number\"}, {\"$ref\": \"#/$defs/Range\"}, {\"type\": \"null\"}], \"default\": null, \"description\": \"The total waiting time (in minutes) for the recipe.\\n        Must be consistent with the preparation time of the steps.\\n        \", \"examples\": [5, 10, 15, 20, 25, 30], \"title\": \"Total Waiting Time\"}, \"comments\": {\"default\": [\"This recipe makes a delicious and healthy whole wheat bread with a hint of sweetness from the maple syrup or honey.\", \"Feel free to add sunflower seeds and/or rolled oats for extra flavor and texture.\", \"For a whole wheat version, replace 2 cups of all-purpose flour with whole wheat bread flour.\"], \"items\": {\"type\": \"string\"}, \"title\": \"Comments\", \"type\": \"array\"}, \"inference_assumptions\": {\"default\": [\"Assumed that the recipe serves 1 loaf of bread\", \"Assumed that the temperature units are in Fahrenheit\", \"Assumed that the water temperature is measured with a thermometer\", \"Assumed that the yeast is not instant yeast\"], \"description\": \"The list of concise assumptions made by the model during the generation process.\\n        Do not list more than 5 assumptions.\\n        \", \"examples\": [[\"Assumed that the recipe serves 1 loaf of bread\", \"Assumed that the temperature units are in Fahrenheit\"]], \"items\": {\"type\": \"string\"}, \"title\": \"Inference Assumptions\", \"type\": \"array\"}}, \"required\": [\"name\", \"ingredients\", \"steps\"], \"title\": \"Recipe\", \"type\": \"object\"}. Got: 1 validation error for Recipe\n",
      "name\n",
      "  Field required [type=missing, input_value={'$schema': 'http://json-...cipe', 'type': 'object'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/missing\n",
      "Error in parsing Failed to parse Recipe from completion {\"name\": \"Kombucha\", \"serving_size\": null, \"ingredients\": [{\"id\": 1, \"name\": \"water\", \"quantity\": 5000, \"unit\": \"ml\"}, {\"id\": 2, \"name\": \"black or green tea\", \"quantity\": 3, \"unit\": \"tablespoon\"}, {\"id\": 3, \"name\": \"sugar\", \"quantity\": 2, \"unit\": \"cup\"}, {\"id\": 4, \"name\": \"kombucha scoby\", \"quantity\": null, \"unit\": null}, {\"id\": 5, \"name\": \"optional teas\", \"quantity\": null, \"unit\": null}, {\"id\": 6, \"name\": \"optional juices, fruits, spices\", \"quantity\": null, \"unit\": null}], \"steps\": [{\"number\": 1, \"description\": \"Rinse all the dishes you will be working with boiling water.\", \"preparation_time\": null, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": []}, {\"number\": 2, \"description\": \"Boil 1-2l of water.\", \"preparation_time\": null, \"cooking_time\": 5, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 1, \"name\": \"water\", \"quantity\": 1000, \"unit\": \"ml\"}]}, {\"number\": 3, \"description\": \"Steep 3-5 tbsp (or 5-6 bags) of tea in 3-5 cups of water.\", \"preparation_time\": null, \"cooking_time\": 5, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 2, \"name\": \"black or green tea\", \"quantity\": 3, \"unit\": \"tablespoon\"}, {\"id\": 1, \"name\": \"water\", \"quantity\": 750, \"unit\": \"ml\"}]}, {\"number\": 4, \"description\": \"Strain the leaves from the tea and add 2 cups of sugar (or honey).\", \"preparation_time\": null, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 3, \"name\": \"sugar\", \"quantity\": 2, \"unit\": \"cup\"}]}, {\"number\": 5, \"description\": \"Add other optional teas to your liking; I like to add a good handful of rosella tea; steep and strain this in boiling water separately.\", \"preparation_time\": null, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": []}, {\"number\": 6, \"description\": \"Add 4l of water to the tea concentrate and pour into a wide mouthed jar.\", \"preparation_time\": null, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 1, \"name\": \"water\", \"quantity\": 4000, \"unit\": \"ml\"}]}, {\"number\": 7, \"description\": \"Let the tea sit until it is less than 40\\u00b0C; add ice cubes if it has to go quick.\", \"preparation_time\": null, \"cooking_time\": null, \"waiting_time\": 60, \"used_ingredients\": []}, {\"number\": 8, \"description\": \"Add your scoby to the jar and seal the mouth tightly with a cloth or paper towel and a rubber band. The scoby has to breathe, but you want to prevent insects and dirt from getting into the jar.\", \"preparation_time\": null, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 4, \"name\": \"kombucha scoby\", \"quantity\": null, \"unit\": null}]}, {\"number\": 9, \"description\": \"Let the jar sit in a warm dark spot for 10-14 days.\", \"preparation_time\": null, \"cooking_time\": null, \"waiting_time\": 1020, \"used_ingredients\": []}, {\"number\": 10, \"description\": \"Taste the brew after 10-14 days; if it has started to carbonate and the sugar is mostly gone, it is ready. The brewing time will strongly depend on your personal preference, shorten or lengthen as you wish.\", \"preparation_time\": null, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": []}, {\"number\": 11, \"description\": \"Strain 4/5 of the brew through a sieve into re-sealable glass bottles.\", \"preparation_time\": null, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": []}, {\"number\": 12, \"description\": \"Make another batch of primary brew and refill the big jar; the remaining old brew will act as a starter. Rinse the jar and remove parts of the scoby once in a while.\", \"preparation_time\": null, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": []}, {\"number\": 13, \"description\": \"If you wish you can add juices, fruits, or spices to your brew. These will partially ferment and add a special character to your kombucha. One nice addition is apple and cinnamon mixed in with green tea.\", \"preparation_time\": null, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": []}, {\"number\": 14, \"description\": \"Let the bottles sit in a warm dark spot for another 3-14 days; the carbonation process will continue, so make sure to release pressure from the bottles every other day.\", \"preparation_time\": null, \"cooking_time\": null, \"waiting_time\": 252, \"used_ingredients\": []}, {\"number\": 15, \"description\": \"When you are satisfied with the carbonation and the flavor, put the bottles in the fridge. Here you can store them for weeks at a time.\", \"preparation_time\": null, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": []}, {\"number\": 16, \"description\": \"Enjoy your kombucha, rinse, and repeat.\", \"preparation_time\": null, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": []}], \"total_preparation_time\": {\"min\": 5, \"max\": 5}, \"total_cooking_time\": {\"min\": 5, \"max\": 5}, \"total_waiting_time\": {\"min\": 1092, \"max\": 1372}, \"comments\": [\"Patience is key when making kombucha.\", \"Make sure to keep the kombucha in a warm and dark spot for optimal fermentation.\"], \"inference_assumptions\": [\"Assumed that the recipe is for a 5l (1 gallon) jar of kombucha.\", \"Assumed that the optional ingredients are added to taste.\"]}. Got: 6 validation errors for Recipe\n",
      "steps.1.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 1, 'name': 'water'...ty': 1000, 'unit': 'ml'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.2.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 2, 'name': 'black ...3, 'unit': 'tablespoon'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.2.used_ingredients.1\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 1, 'name': 'water'...ity': 750, 'unit': 'ml'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.3.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 3, 'name': 'sugar'...tity': 2, 'unit': 'cup'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.5.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 1, 'name': 'water'...ty': 4000, 'unit': 'ml'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.7.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 4, 'name': 'kombuc...ty': None, 'unit': None}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Retrying langchain_mistralai.chat_models.acompletion_with_retry.<locals>._completion_with_retry in 4.0 seconds as it raised ReadTimeout: .\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Error in parsing Failed to parse Recipe from completion {\"name\": \"Anglerfish with Butter and Herbs\", \"serving_size\": 1, \"ingredients\": [{\"id\": 1, \"name\": \"Anglerfish\", \"quantity\": null, \"unit\": null}, {\"id\": 2, \"name\": \"Butter\", \"quantity\": null, \"unit\": \"to fry with\"}, {\"id\": 3, \"name\": \"Chives or green onions\", \"quantity\": null, \"unit\": null}, {\"id\": 4, \"name\": \"Marjoram, fresh herbs\", \"quantity\": null, \"unit\": \"preferable\"}], \"steps\": [{\"number\": 1, \"description\": \"Turn the Anglerfish on its back. With a sharp and preferably short-bladed knife, make an incision from the anus to just between the two small fins under the head.\", \"preparation_time\": null, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 1}]}, {\"number\": 2, \"description\": \"Remove the organs by gently pulling and cutting the membrane that connects each to the rest of the body.\", \"preparation_time\": null, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 1}]}, {\"number\": 3, \"description\": \"Make an incision around the mouth (the hard 'lips'), turn the fish around and do the same to that side.\", \"preparation_time\": null, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 1}]}, {\"number\": 4, \"description\": \"Start to slowly but firmly pull back the skin, cutting whenever there is resistance as you make your way towards the tail.\", \"preparation_time\": null, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 1}]}, {\"number\": 5, \"description\": \"Once you have removed the skin, flip it back onto its back and cut off the thin flabs of meat of its underside and fins from the body. Behead the animal.\", \"preparation_time\": null, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 1}]}, {\"number\": 6, \"description\": \"With a filleting knife, fillet the meat from the backbone and remove the tail. You should be left with 2 long strips of meat. Cut each in half.\", \"preparation_time\": null, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 1}]}, {\"number\": 7, \"description\": \"In a pan on medium heat, melt a good amount of butter and place the fillets inside. Sear the meat to get a light crust. Flip until all sides have turned 'golden brown'.\", \"preparation_time\": null, \"cooking_time\": {\"min\": 5, \"max\": 10}, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 1}, {\"id\": 2}]}, {\"number\": 8, \"description\": \"Add the herbs, just enough to cover the fillets, salt and pepper to taste. Cover with the lid on low heat until fully cooked.\", \"preparation_time\": null, \"cooking_time\": {\"min\": 5, \"max\": 10}, \"waiting_time\": {\"min\": 5, \"max\": 10}, \"used_ingredients\": [{\"id\": 1}, {\"id\": 3}, {\"id\": 4}]}, {\"number\": 9, \"description\": \"Enjoy. This goes well with steamed vegetables or potatoes to soak up the butter.\", \"preparation_time\": null, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 1}, {\"id\": 2}, {\"id\": 3}, {\"id\": 4}]}], \"total_preparation_time\": {\"min\": 30, \"max\": 45}, \"total_cooking_time\": {\"min\": 10, \"max\": 20}, \"total_waiting_time\": {\"min\": 5, \"max\": 10}, \"comments\": [], \"inference_assumptions\": [\"Assumed that the recipe serves one person\", \"Assumed that 'enough to fry with' means a sufficient amount of butter for the fish to be fried properly\", \"Assumed that 'a good amount of butter' is a subjective term and interpreted it as a moderate quantity\", \"Assumed that 'just enough to cover the fillets' means a thin layer of herbs on top of the fillets\", \"Assumed that the recipe does not require any specific type of Anglerfish and any edible variety can be used\"]}. Got: 15 validation errors for Recipe\n",
      "steps.0.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 1}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.1.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 1}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.2.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 1}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.3.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 1}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.4.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 1}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.5.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 1}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.6.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 1}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.6.used_ingredients.1\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 2}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.7.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 1}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.7.used_ingredients.1\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 3}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.7.used_ingredients.2\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 4}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.8.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 1}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.8.used_ingredients.1\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 2}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.8.used_ingredients.2\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 3}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.8.used_ingredients.3\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 4}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "Error in parsing Invalid json output: Here is the recipe for Chicken and Rice Casserole in the requested JSON format:\n",
      "\n",
      "```json\n",
      "{\n",
      "  \"name\": \"Chicken and Rice Casserole\",\n",
      "  \"serving_size\": 4,\n",
      "  \"ingredients\": [\n",
      "    {\n",
      "      \"id\": 1,\n",
      "      \"name\": \"onion\",\n",
      "      \"quantity\": 0.5,\n",
      "      \"unit\": \"cup\",\n",
      "      \"quantity_cooked\": null,\n",
      "      \"unit_cooked\": null\n",
      "    },\n",
      "    {\n",
      "      \"id\": 2,\n",
      "      \"name\": \"celery\",\n",
      "      \"quantity\": 0.5,\n",
      "      \"unit\": \"cup\",\n",
      "      \"quantity_cooked\": null,\n",
      "      \"unit_cooked\": null\n",
      "    },\n",
      "    {\n",
      "      \"id\": 3,\n",
      "      \"name\": \"butter or margarine\",\n",
      "      \"quantity\": 2,\n",
      "      \"unit\": \"tablespoon\",\n",
      "      \"quantity_cooked\": null,\n",
      "      \"unit_cooked\": null\n",
      "    },\n",
      "    {\n",
      "      \"id\": 4,\n",
      "      \"name\": \"chicken\",\n",
      "      \"quantity\": null,\n",
      "      \"unit\": null,\n",
      "      \"quantity_cooked\": 2,\n",
      "      \"unit_cooked\": \"cup\",\n",
      "      \"cooking_method\": \"cooked and chopped\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 5,\n",
      "      \"name\": \"hot water\",\n",
      "      \"quantity\": 1.75,\n",
      "      \"unit\": \"cup\",\n",
      "      \"quantity_cooked\": null,\n",
      "      \"unit_cooked\": null\n",
      "    },\n",
      "    {\n",
      "      \"id\": 6,\n",
      "      \"name\": \"long grain white rice\",\n",
      "      \"quantity\": 2/3,\n",
      "      \"unit\": \"cup\",\n",
      "      \"quantity_cooked\": null,\n",
      "      \"unit_cooked\": null\n",
      "    },\n",
      "    {\n",
      "      \"id\": 7,\n",
      "      \"name\": \"mushrooms with liquid\",\n",
      "      \"quantity\": 1,\n",
      "      \"unit\": \"can (10 oz)\",\n",
      "      \"quantity_cooked\": null,\n",
      "      \"unit_cooked\": null\n",
      "    },\n",
      "    {\n",
      "      \"id\": 8,\n",
      "      \"name\": \"frozen peas and carrots\",\n",
      "      \"quantity\": 1,\n",
      "      \"unit\": \"cup\",\n",
      "      \"quantity_cooked\": null,\n",
      "      \"unit_cooked\": null\n",
      "    },\n",
      "    {\n",
      "      \"id\": 9,\n",
      "      \"name\": \"dried thyme and rosemary\",\n",
      "      \"quantity\": 1,\n",
      "      \"unit\": \"teaspoon\",\n",
      "      \"quantity_cooked\": null,\n",
      "      \"unit_cooked\": null\n",
      "    }\n",
      "  ],\n",
      "  \"steps\": [\n",
      "    {\n",
      "      \"number\": 1,\n",
      "      \"description\": \"In large fry pan, cook onion and celery in butter until soft.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": 5,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [1, 2, 3]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 2,\n",
      "      \"description\": \"Stir in remaining ingredients.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [4, 5, 6, 7, 8, 9]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 3,\n",
      "      \"description\": \"Bake in covered 8 cup baking dish in preheated (350F) oven for about 30 minutes or until rice is cooked.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": 30,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [1, 2, 3, 4, 5, 6, 7, 8, 9]\n",
      "    }\n",
      "  ],\n",
      "  \"total_preparation_time\": {\n",
      "    \"min\": null,\n",
      "    \"max\": 5\n",
      "  },\n",
      "  \"total_cooking_time\": {\n",
      "    \"min\": 35,\n",
      "    \"max\": 35\n",
      "  },\n",
      "  \"total_waiting_time\": {\n",
      "    \"min\": null,\n",
      "    \"max\": null\n",
      "  },\n",
      "  \"comments\": []\n",
      "}\n",
      "```\n",
      "Note: I assumed that the chicken is already cooked and chopped, as the recipe does not specify how to cook the chicken. If this is not the case, you will need to adjust the cooking time and ingredients accordingly.\n",
      "Error in parsing Invalid json output: Here is the recipe for Tomato Sauce with Meat (Ragù Napoletano) in the required JSON format:\n",
      "\n",
      "```json\n",
      "{\n",
      "  \"name\": \"Tomato Sauce with Meat (Ragù Napoletano)\",\n",
      "  \"serving_size\": 4-6,\n",
      "  \"ingredients\": [\n",
      "    {\n",
      "      \"id\": 1,\n",
      "      \"name\": \"San Marzano plum tomatoes (fresh or canned peeled)\",\n",
      "      \"quantity\": 6,\n",
      "      \"unit\": \"lbs\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 2,\n",
      "      \"name\": \"Tomato paste\",\n",
      "      \"quantity\": null,\n",
      "      \"unit\": \"optional\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 3,\n",
      "      \"name\": \"garlic\",\n",
      "      \"quantity\": 8,\n",
      "      \"unit\": \"cloves\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 4,\n",
      "      \"name\": \"white onions\",\n",
      "      \"quantity\": 1.5,\n",
      "      \"unit\": \"oz\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 5,\n",
      "      \"name\": \"red wine\",\n",
      "      \"quantity\": 6-8,\n",
      "      \"unit\": \"oz\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 6,\n",
      "      \"name\": \"fresh basil leaves\",\n",
      "      \"quantity\": 8,\n",
      "      \"unit\": null\n",
      "    },\n",
      "    {\n",
      "      \"id\": 7,\n",
      "      \"name\": \"dry oregano\",\n",
      "      \"quantity\": null,\n",
      "      \"unit\": \"oz\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 8,\n",
      "      \"name\": \"red pepper\",\n",
      "      \"quantity\": null,\n",
      "      \"unit\": \"oz\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 9,\n",
      "      \"name\": \"pork tenderloin\",\n",
      "      \"quantity\": 1-2,\n",
      "      \"unit\": \"lbs\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 10,\n",
      "      \"name\": \"sweet and/or spicy Italian sausage\",\n",
      "      \"quantity\": 1-2,\n",
      "      \"unit\": \"lbs\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 11,\n",
      "      \"name\": \"cubed stewing beef (chuck, short rib, or oxtail)\",\n",
      "      \"quantity\": 1,\n",
      "      \"unit\": \"lbs\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 12,\n",
      "      \"name\": \"ground beef chuck\",\n",
      "      \"quantity\": null,\n",
      "      \"unit\": \"lbs\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 13,\n",
      "      \"name\": \"ground veal\",\n",
      "      \"quantity\": null,\n",
      "      \"unit\": \"lbs\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 14,\n",
      "      \"name\": \"ground pork\",\n",
      "      \"quantity\": null,\n",
      "      \"unit\": \"lbs\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 15,\n",
      "      \"name\": \"grated Pecorino Romano cheese\",\n",
      "      \"quantity\": 1.5,\n",
      "      \"unit\": \"cups\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 16,\n",
      "      \"name\": \"breadcrumbs\",\n",
      "      \"quantity\": 1.5,\n",
      "      \"unit\": \"cups\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 17,\n",
      "      \"name\": \"fresh parsley\",\n",
      "      \"quantity\": null,\n",
      "      \"unit\": \"handful\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 18,\n",
      "      \"name\": \"fresh basil\",\n",
      "      \"quantity\": null,\n",
      "      \"unit\": \"sprig\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 19,\n",
      "      \"name\": \"onion\",\n",
      "      \"quantity\": 0.5,\n",
      "      \"unit\": \"oz\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 20,\n",
      "      \"name\": \"garlic\",\n",
      "      \"quantity\": 4-8,\n",
      "      \"unit\": \"cloves\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 21,\n",
      "      \"name\": \"dry pasta (ziti, penne, rigatoni)\",\n",
      "      \"quantity\": null,\n",
      "      \"unit\": \"unit\"\n",
      "    }\n",
      "  ],\n",
      "  \"steps\": [\n",
      "    {\n",
      "      \"number\": 1,\n",
      "      \"description\": \"If you already have tomato sauce, skip to step 5\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": []\n",
      "    },\n",
      "    {\n",
      "      \"number\": 2,\n",
      "      \"description\": \"For fresh tomatoes, wash and cut out off the green stems of the tomatoes and cut them into a few chunks and lightly salt them over a collander or strainer so they release water and break down quicker\",\n",
      "      \"preparation_time\": 15,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [1]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 3,\n",
      "      \"description\": \"For canned tomatoes, use your hands to crush the peeled tomatoes (don't use a food processor)\",\n",
      "      \"preparation_time\": 5,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [1]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 4,\n",
      "      \"description\": \"In a large stock pot cook down the tomatoes for approximately 30 mins then use a food mill or strainer to remove the skins and seeds to yield tomato sauce (this can be done beforehand and frozen / canned for months)\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": 30,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [1]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 5,\n",
      "      \"description\": \"Mix all the ingredients in the Meatballs section by hand and form equal sized meatballs\",\n",
      "      \"preparation_time\": 15,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [12, 13, 14, 15, 16, 17, 18, 19, 20]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 6,\n",
      "      \"description\": \"Either bake the meatballs at 400°F until brown or fry them with the the other meats in step 7\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": 20,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [9, 10, 11, 12, 13, 14]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 7,\n",
      "      \"description\": \"Coat the bottom of a dutch oven or large stock pot with olive oil and sear each meat one by one, removing from the pot once browned on the outside (do not cook the meat all the way through)\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": 20,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [9, 10, 11]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 8,\n",
      "      \"description\": \"Sweat the onion and garlic, then deglaze the pan with the red wine\",\n",
      "      \"preparation_time\": 5,\n",
      "      \"cooking_time\": 10,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [3, 4, 5]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 9,\n",
      "      \"description\": \"Fill the pot with the seared meat, tomato sauce, add the fresh basil, then season with dried oregano, red pepper, salt, pepper, and a pinch of sugar to taste\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [1, 6, 7, 8, 19, 20]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 10,\n",
      "      \"description\": \"Cook on very low flame uncovered for 4-5 hours stirring making sure it doesn't burn\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": 240,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [1, 9, 10, 11]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 11,\n",
      "      \"description\": \"Serve over cooked dry pasta such as ziti, penne, rigatoni\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [21]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 12,\n",
      "      \"description\": \"Portion the sauce and meats and freeze in containers for up to 4-6 months provided\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [1, 9, 10, 11]\n",
      "    }\n",
      "  ],\n",
      "  \"total_preparation_time\": {\n",
      "    \"min\": 40,\n",
      "    \"max\": 50\n",
      "  },\n",
      "  \"total_cooking_time\": {\n",
      "    \"min\": 270,\n",
      "    \"max\": 300\n",
      "  },\n",
      "  \"total_waiting_time\": {\n",
      "    \"min\": 4,\n",
      "    \"max\": 5\n",
      "  },\n",
      "  \"comments\": [],\n",
      "  \"inference_assumptions\": [\n",
      "    \"Assumed that the recipe serves 4-6 people\",\n",
      "    \"Assumed that the `1` in `1 1/2` is a typo and corrected it to `1/2`\"\n",
      "  ]\n",
      "}\n",
      "```\n",
      "Here is a breakdown of the total time:\n",
      "\n",
      "* Total preparation time: 40-50 minutes\n",
      "\t+ Preparing fresh tomatoes: 15 minutes\n",
      "\t+ Preparing canned tomatoes: 5 minutes\n",
      "\t+ Mixing meatball ingredients: 15 minutes\n",
      "\t+ Deglazing pan with red wine: 5 minutes\n",
      "\t+ Portioning sauce and meats for freezing: 5 minutes\n",
      "* Total cooking time: 270-300 minutes\n",
      "\t+ Cooking down tomatoes: 30 minutes\n",
      "\t+ Baking or frying meatballs: 20 minutes\n",
      "\t+ Searing meats: 20 minutes\n",
      "\t+ Cooking sauce with meats: 240 minutes (4-5 hours)\n",
      "* Total waiting time: 4-5 hours\n",
      "\t+ Waiting for tomatoes to break down: 30 minutes\n",
      "\t+ Waiting for sauce to cook: 4-5 hours\n",
      "\n",
      "Note: The preparation time for the tomatoes can be done in advance and frozen or canned for months. The meatballs can also be prepared in advance and frozen for up to 4-6 months.\n",
      "Error in parsing Invalid json output: Here is the recipe for limoncello in the requested JSON format:\n",
      "\n",
      "```json\n",
      "{\n",
      "  \"name\": \"Limoncello\",\n",
      "  \"serving_size\": null,\n",
      "  \"ingredients\": [\n",
      "    {\n",
      "      \"id\": 1,\n",
      "      \"name\": \"grain alcohol\",\n",
      "      \"quantity\": 300,\n",
      "      \"unit\": \"ml\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 2,\n",
      "      \"name\": \"organic lemons\",\n",
      "      \"quantity\": 5,\n",
      "      \"unit\": \"unit\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 3,\n",
      "      \"name\": \"water\",\n",
      "      \"quantity\": 700,\n",
      "      \"unit\": \"ml\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 4,\n",
      "      \"name\": \"sugar\",\n",
      "      \"quantity\": 500,\n",
      "      \"unit\": \"ml\"\n",
      "    }\n",
      "  ],\n",
      "  \"steps\": [\n",
      "    {\n",
      "      \"number\": 1,\n",
      "      \"description\": \"Pour the alcohol into a 1 liter mason jar\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [1]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 2,\n",
      "      \"description\": \"Peel the lemons avoiding the white pith and submerse them in the alcohol\",\n",
      "      \"preparation_time\": 20,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [2]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 3,\n",
      "      \"description\": \"Cover the jar and let the lemons infuse the alcohol for 20 days\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": 20 * 24 * 60,\n",
      "      \"used_ingredients\": [1, 2]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 4,\n",
      "      \"description\": \"Create a simple syrup by boiling the water and dissolving the sugar in the water\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": 10,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [3, 4]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 5,\n",
      "      \"description\": \"Allow the water to cool completely, then strain the alcohol into the sugar water and stir\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": 30,\n",
      "      \"used_ingredients\": [1, 2, 3, 4]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 6,\n",
      "      \"description\": \"Bottle or put it back into the mason jar\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": []\n",
      "    }\n",
      "  ],\n",
      "  \"total_preparation_time\": {\n",
      "    \"min\": 20,\n",
      "    \"max\": 20\n",
      "  },\n",
      "  \"total_cooking_time\": {\n",
      "    \"min\": 10,\n",
      "    \"max\": 10\n",
      "  },\n",
      "  \"total_waiting_time\": {\n",
      "    \"min\": 20 * 24 * 60,\n",
      "    \"max\": 20 * 24 * 60\n",
      "  },\n",
      "  \"comments\": [],\n",
      "  \"inference_assumptions\": [\n",
      "    \"Assumed that the `20 days` in step 3 is a typo and corrected it to `20 minutes` to be consistent with the other steps\"\n",
      "  ]\n",
      "}\n",
      "```\n",
      "\n",
      "Note: I assumed that the `20 days` in step 3 was a typo and corrected it to `20 minutes` to be consistent with the other steps. If this is not the case, please let me know and I will update the JSON accordingly.\n",
      "Error in parsing Invalid json output: Here is the recipe for Tofu and Vegetable Stir Fry in the requested JSON format:\n",
      "\n",
      "```json\n",
      "{\n",
      "  \"name\": \"Tofu and Vegetable Stir Fry\",\n",
      "  \"serving_size\": 4,\n",
      "  \"ingredients\": [\n",
      "    {\n",
      "      \"id\": 1,\n",
      "      \"name\": \"extra firm tofu\",\n",
      "      \"quantity\": 1,\n",
      "      \"unit\": null\n",
      "    },\n",
      "    {\n",
      "      \"id\": 2,\n",
      "      \"name\": \"eggs\",\n",
      "      \"quantity\": 3,\n",
      "      \"unit\": null\n",
      "    },\n",
      "    {\n",
      "      \"id\": 3,\n",
      "      \"name\": \"sugar snap peas\",\n",
      "      \"quantity\": null,\n",
      "      \"unit\": \"cup\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 4,\n",
      "      \"name\": \"chopped cabbage\",\n",
      "      \"quantity\": null,\n",
      "      \"unit\": \"cup\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 5,\n",
      "      \"name\": \"sliced carrots\",\n",
      "      \"quantity\": null,\n",
      "      \"unit\": \"cup\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 6,\n",
      "      \"name\": \"broccoli\",\n",
      "      \"quantity\": null,\n",
      "      \"unit\": \"cup\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 7,\n",
      "      \"name\": \"soy or teriyaki sauce\",\n",
      "      \"quantity\": null,\n",
      "      \"unit\": \"cup\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 8,\n",
      "      \"name\": \"minced garlic\",\n",
      "      \"quantity\": 2,\n",
      "      \"unit\": \"tablespoon\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 9,\n",
      "      \"name\": \"coconut oil\",\n",
      "      \"quantity\": 2,\n",
      "      \"unit\": \"tablespoon\"\n",
      "    }\n",
      "  ],\n",
      "  \"steps\": [\n",
      "    {\n",
      "      \"number\": 1,\n",
      "      \"description\": \"Deep freeze tofu at least 24 hours prior and then thaw.\",\n",
      "      \"preparation_time\": 24 * 60,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [1]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 2,\n",
      "      \"description\": \"Chop tofu into cubes or slabs per preference and carefully drain water.\",\n",
      "      \"preparation_time\": 5,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [1]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 3,\n",
      "      \"description\": \"Allow tofu to soak in sauce for a few minutes.\",\n",
      "      \"preparation_time\": 3,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [1, 7]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 4,\n",
      "      \"description\": \"Pour cooking oil into a copper wok evenly to coat around the basin. Let it fill up about half an inch at the bottom.\",\n",
      "      \"preparation_time\": 2,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [9]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 5,\n",
      "      \"description\": \"Heat oil at medium and place tofu, sauce, and minced garlic into pan.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": 5,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [1, 7, 8, 9]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 6,\n",
      "      \"description\": \"Shift and flip the tofu around, gradually turning up the heat as you go, until surface starts to turn brown.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": 10,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [1, 7, 8, 9]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 7,\n",
      "      \"description\": \"Add in hard vegetables. If using cabbage, save that for last.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": 10,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [1, 3, 4, 5, 6]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 8,\n",
      "      \"description\": \"If non-vegan, scramble fry eggs in separate smaller pan until no longer runny, then add to stir fry.\",\n",
      "      \"preparation_time\": 5,\n",
      "      \"cooking_time\": 5,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [2]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 9,\n",
      "      \"description\": \"Once eggs are firm/brown to liking, add cabbage. Cabbage softens fast, so saving it for last lets it retain some crunch.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": 3,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [2, 4]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 10,\n",
      "      \"description\": \"Once cabbage softens, remove wok from heat. Serve on a plate with favorite sides.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [4]\n",
      "    }\n",
      "  ],\n",
      "  \"total_preparation_time\": {\n",
      "    \"min\": 30,\n",
      "    \"max\": 30\n",
      "  },\n",
      "  \"total_cooking_time\": {\n",
      "    \"min\": 35,\n",
      "    \"max\": 35\n",
      "  },\n",
      "  \"total_waiting_time\": {\n",
      "    \"min\": 24 * 60,\n",
      "    \"max\": 24 * 60\n",
      "  },\n",
      "  \"comments\": [],\n",
      "  \"inference_assumptions\": [\n",
      "    \"Assumed that the recipe is for a single serving of tofu and vegetables.\",\n",
      "    \"Assumed that the vegetables are chopped and ready to be cooked.\",\n",
      "    \"Assumed that the tofu is drained of water before being added to the pan.\"\n",
      "  ]\n",
      "}\n",
      "```\n",
      "The preparation time for this recipe is approximately 30 minutes, with an additional 24 hours for freezing and thawing the tofu. The cooking time is around 35 minutes, and the waiting time is 24 hours. The recipe serves 4 people.\n",
      "Error in parsing Failed to parse Recipe from completion {\"name\": \"Vietnamese Beef Noodle Soup (Pho Bo)\", \"serving_size\": 4, \"ingredients\": [{\"id\": 1, \"name\": \"Garlic\", \"quantity\": 4, \"unit\": null}, {\"id\": 2, \"name\": \"Garlic\", \"quantity\": 8, \"unit\": \"large cloves\"}, {\"id\": 3, \"name\": \"Spring Onions\", \"quantity\": null, \"unit\": null}, {\"id\": 4, \"name\": \"Cardamom Seeds\", \"quantity\": 10, \"unit\": null}, {\"id\": 5, \"name\": \"Star Anise\", \"quantity\": 4, \"unit\": null}, {\"id\": 6, \"name\": \"Star Anise\", \"quantity\": 5, \"unit\": null}, {\"id\": 7, \"name\": \"Ginger\", \"quantity\": null, \"unit\": null}, {\"id\": 8, \"name\": \"Cinnamon Sticks\", \"quantity\": 3, \"unit\": null}, {\"id\": 9, \"name\": \"Cinnamon Sticks\", \"quantity\": 5, \"unit\": null}, {\"id\": 10, \"name\": \"Diced Beef\", \"quantity\": 300, \"unit\": \"g\"}, {\"id\": 11, \"name\": \"Beef Bones with marrow\", \"quantity\": 3, \"unit\": null}, {\"id\": 12, \"name\": \"Beef bouillon cubes\", \"quantity\": 1, \"unit\": null}, {\"id\": 13, \"name\": \"Beef bouillon cubes\", \"quantity\": 3, \"unit\": null}, {\"id\": 14, \"name\": \"Coriander\", \"quantity\": null, \"unit\": \"to taste\"}, {\"id\": 15, \"name\": \"Lime\", \"quantity\": 1, \"unit\": null}, {\"id\": 16, \"name\": \"Fish/Oyster Sauce\", \"quantity\": null, \"unit\": null}, {\"id\": 17, \"name\": \"Honey or Brown Sugar\", \"quantity\": null, \"unit\": null}, {\"id\": 18, \"name\": \"Rice noodles\", \"quantity\": null, \"unit\": null}], \"steps\": [{\"number\": 1, \"description\": \"Heat your oven to 200\\u00b0C (400\\u00b0F) and place the spices (garlic, cardamom seeds, cinnamon sticks, star anise, and ginger) on a tray and bake for 10-15 minutes or until browned and toasted.\", \"preparation_time\": 5, \"cooking_time\": 15, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 1, \"name\": \"Garlic\", \"quantity\": 4, \"unit\": null}, {\"id\": 4, \"name\": \"Cardamom Seeds\", \"quantity\": 10, \"unit\": null}, {\"id\": 5, \"name\": \"Star Anise\", \"quantity\": 4, \"unit\": null}, {\"id\": 7, \"name\": \"Ginger\", \"quantity\": null, \"unit\": null}, {\"id\": 8, \"name\": \"Cinnamon Sticks\", \"quantity\": 3, \"unit\": null}]}, {\"number\": 2, \"description\": \"Boil bones in a large pot for 15-20 minutes to remove scum, then transfer the spices from the oven into the pot.\", \"preparation_time\": 5, \"cooking_time\": 20, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 11, \"name\": \"Beef Bones with marrow\", \"quantity\": 3, \"unit\": null}, {\"id\": 4, \"name\": \"Cardamom Seeds\", \"quantity\": 10, \"unit\": null}, {\"id\": 5, \"name\": \"Star Anise\", \"quantity\": 4, \"unit\": null}, {\"id\": 7, \"name\": \"Ginger\", \"quantity\": null, \"unit\": null}, {\"id\": 8, \"name\": \"Cinnamon Sticks\", \"quantity\": 3, \"unit\": null}]}, {\"number\": 3, \"description\": \"Add beef bouillon cubes, diced beef, fish/oyster sauce, and honey/sugar, then simmer for 1-2 hours with the lid on.\", \"preparation_time\": 5, \"cooking_time\": 120, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 12, \"name\": \"Beef bouillon cubes\", \"quantity\": 1, \"unit\": null}, {\"id\": 10, \"name\": \"Diced Beef\", \"quantity\": 300, \"unit\": \"g\"}, {\"id\": 16, \"name\": \"Fish/Oyster Sauce\", \"quantity\": null, \"unit\": null}, {\"id\": 17, \"name\": \"Honey or Brown Sugar\", \"quantity\": null, \"unit\": null}]}, {\"number\": 4, \"description\": \"Cook the rice noodles according to package instructions (should only take a few minutes, just until the texture is al dente enough).\", \"preparation_time\": 5, \"cooking_time\": 5, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 18, \"name\": \"Rice noodles\", \"quantity\": null, \"unit\": null}]}, {\"number\": 5, \"description\": \"Once the broth is done cooking, fish out the spices that you added at step 2.\", \"preparation_time\": 5, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 4, \"name\": \"Cardamom Seeds\", \"quantity\": 10, \"unit\": null}, {\"id\": 5, \"name\": \"Star Anise\", \"quantity\": 4, \"unit\": null}, {\"id\": 7, \"name\": \"Ginger\", \"quantity\": null, \"unit\": null}, {\"id\": 8, \"name\": \"Cinnamon Sticks\", \"quantity\": 3, \"unit\": null}]}, {\"number\": 6, \"description\": \"Cut up coriander and spring onions as garnish.\", \"preparation_time\": 5, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 3, \"name\": \"Spring Onions\", \"quantity\": null, \"unit\": null}, {\"id\": 14, \"name\": \"Coriander\", \"quantity\": null, \"unit\": \"to taste\"}]}, {\"number\": 7, \"description\": \"Add rice noodles to bowl, followed by the broth and its contents, followed by the garnish.\", \"preparation_time\": 5, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 10, \"name\": \"Diced Beef\", \"quantity\": 300, \"unit\": \"g\"}, {\"id\": 11, \"name\": \"Beef Bones with marrow\", \"quantity\": 3, \"unit\": null}, {\"id\": 18, \"name\": \"Rice noodles\", \"quantity\": null, \"unit\": null}, {\"id\": 3, \"name\": \"Spring Onions\", \"quantity\": null, \"unit\": null}, {\"id\": 14, \"name\": \"Coriander\", \"quantity\": null, \"unit\": \"to taste\"}]}], \"total_preparation_time\": {\"min\": 30, \"max\": 35}, \"total_cooking_time\": {\"min\": 135, \"max\": 155}, \"total_waiting_time\": {\"min\": 0, \"max\": 0}, \"comments\": [\"This recipe makes a rich and flavorful broth that is perfect for a comforting bowl of noodle soup. Feel free to adjust the quantities of the spices to your taste. The longer you simmer the broth, the more intense the flavors will be.\"], \"inference_assumptions\": [\"Assumed that the recipe serves 4 people\", \"Assumed that the `4-8 large cloves` of garlic means 4 cloves for a milder flavor and 8 cloves for a stronger garlic flavor\", \"Assumed that the `10 or so` cardamom seeds means approximately 10 seeds\", \"Assumed that the `4-5` star anise means 4 pieces for a milder flavor and 5 pieces for a stronger star anise flavor\", \"Assumed that the `3-5 sticks` of cinnamon means 3 sticks for a milder flavor and 5 sticks for a stronger cinnamon flavor\", \"Assumed that the `to taste` for coriander and lime means that the quantities are not specified and can be adjusted to personal preference\", \"Assumed that the `1-3` beef bouillon cubes means 1 cube for a less salty broth and 3 cubes for a saltier broth\", \"Assumed that the `Fish/Oyster Sauce` means either fish sauce or oyster sauce can be used according to personal preference\", \"Assumed that the `Honey or Brown Sugar` means either sweetener can be used according to personal preference\"]}. Got: 26 validation errors for Recipe\n",
      "steps.0.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 1, 'name': 'Garlic...ntity': 4, 'unit': None}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.0.used_ingredients.1\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 4, 'name': 'Cardam...tity': 10, 'unit': None}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.0.used_ingredients.2\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 5, 'name': 'Star A...ntity': 4, 'unit': None}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.0.used_ingredients.3\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 7, 'name': 'Ginger...ty': None, 'unit': None}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.0.used_ingredients.4\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 8, 'name': 'Cinnam...ntity': 3, 'unit': None}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.1.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 11, 'name': 'Beef ...ntity': 3, 'unit': None}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.1.used_ingredients.1\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 4, 'name': 'Cardam...tity': 10, 'unit': None}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.1.used_ingredients.2\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 5, 'name': 'Star A...ntity': 4, 'unit': None}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.1.used_ingredients.3\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 7, 'name': 'Ginger...ty': None, 'unit': None}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.1.used_ingredients.4\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 8, 'name': 'Cinnam...ntity': 3, 'unit': None}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.2.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 12, 'name': 'Beef ...ntity': 1, 'unit': None}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.2.used_ingredients.1\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 10, 'name': 'Diced...tity': 300, 'unit': 'g'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.2.used_ingredients.2\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 16, 'name': 'Fish/...ty': None, 'unit': None}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.2.used_ingredients.3\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 17, 'name': 'Honey...ty': None, 'unit': None}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.3.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 18, 'name': 'Rice ...ty': None, 'unit': None}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.4.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 4, 'name': 'Cardam...tity': 10, 'unit': None}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.4.used_ingredients.1\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 5, 'name': 'Star A...ntity': 4, 'unit': None}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.4.used_ingredients.2\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 7, 'name': 'Ginger...ty': None, 'unit': None}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.4.used_ingredients.3\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 8, 'name': 'Cinnam...ntity': 3, 'unit': None}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.5.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 3, 'name': 'Spring...ty': None, 'unit': None}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.5.used_ingredients.1\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 14, 'name': 'Coria...one, 'unit': 'to taste'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.6.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 10, 'name': 'Diced...tity': 300, 'unit': 'g'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.6.used_ingredients.1\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 11, 'name': 'Beef ...ntity': 3, 'unit': None}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.6.used_ingredients.2\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 18, 'name': 'Rice ...ty': None, 'unit': None}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.6.used_ingredients.3\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 3, 'name': 'Spring...ty': None, 'unit': None}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.6.used_ingredients.4\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 14, 'name': 'Coria...one, 'unit': 'to taste'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "Error in parsing Invalid json output: Here is the recipe for Cheesy Bacon Pasta, formatted as a JSON instance that conforms to the provided schema:\n",
      "\n",
      "<pre><code>{\n",
      "  \"name\": \"Cheesy Bacon Pasta\",\n",
      "  \"serving_size\": 4,\n",
      "  \"ingredients\": [\n",
      "    {\n",
      "      \"id\": 1,\n",
      "      \"name\": \"Pasta\",\n",
      "      \"quantity\": 350,\n",
      "      \"unit\": \"g\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 2,\n",
      "      \"name\": \"Butter\",\n",
      "      \"quantity\": 50,\n",
      "      \"unit\": \"g\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 3,\n",
      "      \"name\": \"Flour\",\n",
      "      \"quantity\": 100,\n",
      "      \"unit\": \"g\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 4,\n",
      "      \"name\": \"Milk\",\n",
      "      \"quantity\": 200,\n",
      "      \"unit\": \"ml\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 5,\n",
      "      \"name\": \"Cheddar Cheese\",\n",
      "      \"quantity\": 400,\n",
      "      \"unit\": \"g\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 6,\n",
      "      \"name\": \"Bacon\",\n",
      "      \"quantity\": 6,\n",
      "      \"unit\": \"rashers\"\n",
      "    }\n",
      "  ],\n",
      "  \"steps\": [\n",
      "    {\n",
      "      \"number\": 1,\n",
      "      \"description\": \"Grate the cheese.\",\n",
      "      \"preparation_time\": 10,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [5]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 2,\n",
      "      \"description\": \"Chop up the bacon into roughly 2cm x 2cm squares.\",\n",
      "      \"preparation_time\": 5,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [6]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 3,\n",
      "      \"description\": \"Start cooking the pasta.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": 10,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [1]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 4,\n",
      "      \"description\": \"Start melting the butter in another saucepan.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": 5,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [2]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 5,\n",
      "      \"description\": \"Once melted, add flour and mix until the mixture forms a paste that does not stick to the sides.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": 5,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [2, 3]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 6,\n",
      "      \"description\": \"Now start adding the milk slowly, while mixing, as to avoid lumps.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": 10,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [4]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 7,\n",
      "      \"description\": \"Heat on low heat while stirring until the sauce becomes thick. If unsure, taste the sauce, and if you cannot taste the flour, it is ready for the next step.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": 10,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [4]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 8,\n",
      "      \"description\": \"Add 80% of the cheese and stir until melted in.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": 5,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [5]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 9,\n",
      "      \"description\": \"Drain the pasta and add to baking dish.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [1]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 10,\n",
      "      \"description\": \"Add the sauce and mix in.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [4, 5]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 11,\n",
      "      \"description\": \"If using bacon, fry it up and mix into the dish, making sure to include any fat that comes out of the bacon for extra flavour.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": 5,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [6]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 12,\n",
      "      \"description\": \"Use the rest of the cheese to cover the top.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [5]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 13,\n",
      "      \"description\": \"Bake at gas mark 6 for about 30 minutes.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": 30,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": []\n",
      "    }\n",
      "  ],\n",
      "  \"total_preparation_time\": {\n",
      "    \"min\": 50,\n",
      "    \"max\": 60\n",
      "  },\n",
      "  \"total_cooking_time\": {\n",
      "    \"min\": 70,\n",
      "    \"max\": 80\n",
      "  },\n",
      "  \"total_waiting_time\": {\n",
      "    \"min\": 30,\n",
      "    \"max\": 30\n",
      "  },\n",
      "  \"comments\": [],\n",
      "  \"inference_assumptions\": [\n",
      "    \"Assumed that the recipe serves 4 people\",\n",
      "    \"Assumed that the pasta is fusilli\",\n",
      "    \"Assumed that the bacon is streaky\"\n",
      "  ]\n",
      "}\n",
      "</code></pre>\n",
      "\n",
      "The total preparation time is estimated to be between 50 and 60 minutes, the total cooking time is estimated to be between 70 and 80 minutes, and the total waiting time is estimated to be 30 minutes. These estimates are based on the sum of the preparation, cooking, and waiting times for each step, and may vary depending on the specific cooking conditions.\n",
      "\n",
      "I hope this helps! Let me know if you have any questions.\n",
      "Error in parsing Failed to parse Recipe from completion {\"name\": \"Seeded Sourdough Bread\", \"serving_size\": 1, \"ingredients\": [{\"id\": 1, \"name\": \"grain of choice\", \"quantity\": 100, \"unit\": \"g\"}, {\"id\": 2, \"name\": \"linseed\", \"quantity\": 40, \"unit\": \"g\"}, {\"id\": 3, \"name\": \"sesame\", \"quantity\": 30, \"unit\": \"g\"}, {\"id\": 4, \"name\": \"sunflower seeds\", \"quantity\": 30, \"unit\": \"g\"}, {\"id\": 5, \"name\": \"water\", \"quantity\": 600, \"unit\": \"g\"}, {\"id\": 6, \"name\": \"sourdough\", \"quantity\": 400, \"unit\": \"g\"}, {\"id\": 7, \"name\": \"rye flour\", \"quantity\": 200, \"unit\": \"g\"}, {\"id\": 8, \"name\": \"wheat flour\", \"quantity\": 300, \"unit\": \"g\"}, {\"id\": 9, \"name\": \"sea salt\", \"quantity\": 20, \"unit\": \"g\"}, {\"id\": 10, \"name\": \"bread spice\", \"quantity\": 2, \"unit\": \"tsp\"}], \"steps\": [{\"number\": 1, \"description\": \"Feed your sourdough starter for the next day.\", \"preparation_time\": null, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": []}, {\"number\": 2, \"description\": \"Boil the grain in 500g water for 45 minutes.\", \"preparation_time\": null, \"cooking_time\": 45, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 1, \"name\": \"grain of choice\"}, {\"id\": 5, \"name\": \"water\"}]}, {\"number\": 3, \"description\": \"Put the seeds and 100g water into a bowl.\", \"preparation_time\": null, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 2, \"name\": \"linseed\"}, {\"id\": 3, \"name\": \"sesame\"}, {\"id\": 4, \"name\": \"sunflower seeds\"}, {\"id\": 5, \"name\": \"water\"}]}]}. Got: 6 validation errors for Recipe\n",
      "steps.1.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 1, 'name': 'grain of choice'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.1.used_ingredients.1\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 5, 'name': 'water'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.2.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 2, 'name': 'linseed'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.2.used_ingredients.1\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 3, 'name': 'sesame'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.2.used_ingredients.2\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 4, 'name': 'sunflower seeds'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.2.used_ingredients.3\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 5, 'name': 'water'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "Error in parsing Failed to parse Recipe from completion {\"name\": \"Herbed Lemon Roasted Chickens\", \"serving_size\": 2, \"ingredients\": [{\"id\": 1, \"name\": \"whole chickens\", \"quantity\": 2, \"unit\": \"pieces\", \"note\": \"3 1/2 pounds each, wingtips removed\"}, {\"id\": 2, \"name\": \"salt\", \"quantity\": 2, \"unit\": \"teaspoons\"}, {\"id\": 3, \"name\": \"dried tarragon\", \"quantity\": 1, \"unit\": \"teaspoon\"}, {\"id\": 4, \"name\": \"paprika\", \"quantity\": 1, \"unit\": \"teaspoon\"}, {\"id\": 5, \"name\": \"black pepper\", \"quantity\": 0.25, \"unit\": \"teaspoon\"}, {\"id\": 6, \"name\": \"olive oil\", \"quantity\": 4, \"unit\": \"teaspoons\"}, {\"id\": 7, \"name\": \"lemons\", \"quantity\": 2, \"unit\": \"pieces\", \"note\": \"thinly sliced and seeded\"}], \"steps\": [{\"number\": 1, \"description\": \"Preheat the oven to 450 degrees F (230 degrees C). Line a large rimmed baking sheet with foil.\", \"preparation_time\": null, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": []}, {\"number\": 2, \"description\": \"Place chicken, breast side down, on a work surface. Starting at the tail end, cut along both sides of backbone with kitchen shears. Remove backbone. Grabbing hold of both sides of the chicken, open it like a book. Turn breast side up. Push down on each side of breast with your hands until you hear it crack. Flatten chicken and transfer to one short end of the prepared baking sheet. Repeat with the second chicken.\", \"preparation_time\": 15, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 1, \"name\": \"whole chickens\"}]}, {\"number\": 3, \"description\": \"Combine salt, tarragon, paprika, and pepper in a small bowl. Stir in oil. Run your fingers under chicken skin and rub tarragon paste under skin. Slide lemon slices under skin, in a single layer.\", \"preparation_time\": 5, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 1, \"name\": \"whole chickens\"}, {\"id\": 2, \"name\": \"salt\"}, {\"id\": 3, \"name\": \"dried tarragon\"}, {\"id\": 4, \"name\": \"paprika\"}, {\"id\": 5, \"name\": \"black pepper\"}, {\"id\": 6, \"name\": \"olive oil\"}, {\"id\": 7, \"name\": \"lemons\"}]}, {\"number\": 4, \"description\": \"Roast until skin is crisp and an instant-read thermometer inserted into thickest part of breast reads 165 degrees F, about 35 minutes.\", \"preparation_time\": null, \"cooking_time\": 35, \"waiting_time\": 5, \"used_ingredients\": [{\"id\": 1, \"name\": \"whole chickens\"}, {\"id\": 7, \"name\": \"lemons\"}]}], \"total_preparation_time\": {\"min\": 20, \"max\": 20}, \"total_cooking_time\": {\"min\": 35, \"max\": 35}, \"total_waiting_time\": {\"min\": 5, \"max\": 5}, \"comments\": [], \"inference_assumptions\": [\"Assumed that the recipe serves 2 people, as 2 whole chickens are used\", \"Assumed that the `3 1/2` pounds for each chicken is a typo and corrected it to `3` pounds for consistency\"]}. Got: 10 validation errors for Recipe\n",
      "steps.1.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 1, 'name': 'whole chickens'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.2.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 1, 'name': 'whole chickens'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.2.used_ingredients.1\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 2, 'name': 'salt'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.2.used_ingredients.2\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 3, 'name': 'dried tarragon'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.2.used_ingredients.3\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 4, 'name': 'paprika'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.2.used_ingredients.4\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 5, 'name': 'black pepper'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.2.used_ingredients.5\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 6, 'name': 'olive oil'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.2.used_ingredients.6\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 7, 'name': 'lemons'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.3.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 1, 'name': 'whole chickens'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.3.used_ingredients.1\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 7, 'name': 'lemons'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "Error in parsing Failed to parse Recipe from completion {\"name\": \"Grilled Turkey with Vegetables\", \"serving_size\": 1, \"ingredients\": [{\"id\": 1, \"name\": \"turkey\", \"quantity\": 1, \"unit\": null}, {\"id\": 2, \"name\": \"whipped butter\", \"quantity\": 1, \"unit\": \"cups\"}, {\"id\": 3, \"name\": \"chicken broth\", \"quantity\": 2, \"unit\": \"cups\"}, {\"id\": 4, \"name\": \"garlic powder\", \"quantity\": 1, \"unit\": \"tablespoons\"}, {\"id\": 5, \"name\": \"mixed vegetables\", \"quantity\": 1, \"unit\": \"pound\"}], \"steps\": [{\"number\": 1, \"description\": \"Mix garlic powder into the whipped butter.\", \"preparation_time\": 5, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 2}, {\"id\": 4}]}, {\"number\": 2, \"description\": \"Remove giblets and other materials from the turkey cavity.\", \"preparation_time\": null, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 1}]}, {\"number\": 3, \"description\": \"Rinse the turkey and pat dry with a towel.\", \"preparation_time\": null, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 1}]}, {\"number\": 4, \"description\": \"Liberally coat the turkey with the whipped butter mixture. Ensure the entire surface is coated.\", \"preparation_time\": null, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 1}, {\"id\": 2}]}, {\"number\": 5, \"description\": \"Place turkey in a foil baking pan with mixed vegetables. If available, use a rack to elevate the turkey from the bottom of the pan.\", \"preparation_time\": null, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 1}, {\"id\": 5}]}, {\"number\": 6, \"description\": \"Add chicken broth until it coats the bottom of the pan.\", \"preparation_time\": null, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 3}]}, {\"number\": 7, \"description\": \"Cover the pan in foil.\", \"preparation_time\": null, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": []}, {\"number\": 8, \"description\": \"Ignite the charcoal grill; arrange the coals for indirect cooking. Try to maintain a temperature of 300-400\\u00b0F.\", \"preparation_time\": null, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": []}, {\"number\": 9, \"description\": \"Place the turkey in pan on the grill and cook indirectly for 1 hour.\", \"preparation_time\": null, \"cooking_time\": 60, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 1}]}, {\"number\": 10, \"description\": \"Remove the foil, and continue cooking over indirect heat.\", \"preparation_time\": null, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": []}, {\"number\": 11, \"description\": \"Periodically (every 15-30 minutes) baste the turkey with its own juices. If the bottom of the pan is dry, add chicken broth and reduce heat.\", \"preparation_time\": null, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 1}, {\"id\": 3}]}, {\"number\": 12, \"description\": \"Remove when the turkey reaches an internal temperature of 160\\u00b0F in the breast.\", \"preparation_time\": null, \"cooking_time\": null, \"waiting_time\": 10, \"used_ingredients\": [{\"id\": 1}]}, {\"number\": 13, \"description\": \"Allow to rest for 10 minutes before carving.\", \"preparation_time\": null, \"cooking_time\": null, \"waiting_time\": 10, \"used_ingredients\": []}], \"total_preparation_time\": {\"min\": 5, \"max\": 5}, \"total_cooking_time\": {\"min\": 60, \"max\": 60}, \"total_waiting_time\": {\"min\": 20, \"max\": 20}, \"comments\": [], \"inference_assumptions\": [\"Assumed that the recipe is for a single serving of turkey\", \"Assumed that the vegetables are already cleaned and chopped\", \"Assumed that a meat thermometer is available for checking the internal temperature of the turkey\"]}. Got: 13 validation errors for Recipe\n",
      "steps.0.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 2}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.0.used_ingredients.1\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 4}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.1.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 1}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.2.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 1}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.3.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 1}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.3.used_ingredients.1\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 2}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.4.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 1}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.4.used_ingredients.1\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 5}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.5.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 3}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.8.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 1}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.10.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 1}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.10.used_ingredients.1\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 3}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.11.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 1}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "Error in parsing Invalid json output: Here is the recipe for Rösti, a Swiss potato dish, in the requested JSON format:\n",
      "\n",
      "{\n",
      "\"name\": \"Rösti\",\n",
      "\"serving\\_size\": 4,\n",
      "\"ingredients\": [\n",
      "{\"id\": 1, \"name\": \"potatoes\", \"quantity\": 800, \"unit\": \"g\"},\n",
      "{\"id\": 2, \"name\": \"carrots\", \"quantity\": 2, \"unit\": \"unit\"},\n",
      "{\"id\": 3, \"name\": \"peas or spinach\", \"quantity\": 500, \"unit\": \"g\"},\n",
      "{\"id\": 4, \"name\": \"eggs\", \"quantity\": 4, \"unit\": \"unit\"},\n",
      "{\"id\": 5, \"name\": \"onions\", \"quantity\": 2, \"unit\": \"medium\"},\n",
      "{\"id\": 6, \"name\": \"butter\", \"quantity\": null, \"unit\": \"unit\"}\n",
      "],\n",
      "\"steps\": [\n",
      "{\"number\": 1, \"description\": \"Shred raw or cooked (but cool) potatoes with a grater.\", \"preparation\\_time\": 10, \"cooking\\_time\": null, \"waiting\\_time\": null, \"used\\_ingredients\": [1]},\n",
      "{\"number\": 2, \"description\": \"Dice one onion and mix together with potatoes. Add diced bacon if desired and add seasonings.\", \"preparation\\_time\": 5, \"cooking\\_time\": null, \"waiting\\_time\": null, \"used\\_ingredients\": [1, 5, \"bacon\", \"seasonings\"]},\n",
      "{\"number\": 3, \"description\": \"Heat up butter in a large pan. Add potato mixture to pan on high heat and let it get warm for a few minutes under constant stirring.\", \"preparation\\_time\": null, \"cooking\\_time\": 5, \"waiting\\_time\": null, \"used\\_ingredients\": [6, 1, 5]},\n",
      "{\"number\": 4, \"description\": \"Reduce heat to medium-high. Form the Rösti into a round cake, filling out the whole pan. Add more butter flakes around the inside of the pan to get it under the Rösti.\", \"preparation\\_time\": null, \"cooking\\_time\": null, \"waiting\\_time\": null, \"used\\_ingredients\": [6]},\n",
      "{\"number\": 5, \"description\": \"Let a nice crust form. Check for browning after roughly 5-10 minutes.\", \"preparation\\_time\": null, \"cooking\\_time\": 5-10, \"waiting\\_time\": null, \"used\\_ingredients\": []},\n",
      "{\"number\": 6, \"description\": \"While the Rösti is cooking, dice the other onion and the carrots. Steam everything in a pan with a bit of water. Use a lid to get the temperature up.\", \"preparation\\_time\": 5, \"cooking\\_time\": 10, \"waiting\\_time\": null, \"used\\_ingredients\": [5, 2]},\n",
      "{\"number\": 7, \"description\": \"Alternatively, use fresh or creamed spinach.\", \"preparation\\_time\": null, \"cooking\\_time\": null, \"waiting\\_time\": null, \"used\\_ingredients\": [3]},\n",
      "{\"number\": 8, \"description\": \"When satisfied with the browning, flip the Rösti and set the heat to medium-low. Fry two eggs.\", \"preparation\\_time\": null, \"cooking\\_time\": 5, \"waiting\\_time\": null, \"used\\_ingredients\": [4]},\n",
      "{\"number\": 9, \"description\": \"Top Rösti with eggs and serve with the peas or spinach.\", \"preparation\\_time\": null, \"cooking\\_time\": null, \"waiting\\_time\": null, \"used\\_ingredients\": [3, 4]}\n",
      "],\n",
      "\"total\\_preparation\\_time\": {\"min\": 35, \"max\": 40},\n",
      "\"total\\_cooking\\_time\": {\"min\": 20, \"max\": 30},\n",
      "\"total\\_waiting\\_time\": {\"min\": 5, \"max\": 10},\n",
      "\"comments\": []\n",
      "}\n",
      "\n",
      "Note: The preparation, cooking, and waiting times for each step are estimates and can vary based on the specific cooking conditions. The total preparation, cooking, and waiting times are ranges that take into account the estimated times for each step.\n",
      "Error in parsing Failed to parse Recipe from completion {\"name\": \"Hazelnut Chocolate Chip Granola\", \"serving_size\": 8, \"ingredients\": [{\"id\": 1, \"name\": \"Oat Flakes\", \"quantity\": 270, \"unit\": \"g\"}, {\"id\": 2, \"name\": \"Rice Flour (or any other flour)\", \"quantity\": 20, \"unit\": \"g\"}, {\"id\": 3, \"name\": \"Sugar\", \"quantity\": 100, \"unit\": \"g\"}, {\"id\": 4, \"name\": \"Crushed Hazelnuts\", \"quantity\": 20, \"unit\": \"g\"}, {\"id\": 5, \"name\": \"Oil (any type)\", \"quantity\": 60, \"unit\": \"g\"}, {\"id\": 6, \"name\": \"Water\", \"quantity\": 50, \"unit\": \"g\"}, {\"id\": 7, \"name\": \"Chocolate\", \"quantity\": 70, \"unit\": \"g\", \"optional\": true}, {\"id\": 8, \"name\": \"Vanilla Extract\", \"quantity\": 0.5, \"unit\": \"tsp\", \"optional\": true}], \"steps\": [{\"number\": 1, \"description\": \"Preheat the oven at 120\\u00b0C.\", \"preparation_time\": null, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": []}, {\"number\": 2, \"description\": \"Prepare the cooking support with parchment paper on a cooking plate.\", \"preparation_time\": null, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": []}, {\"number\": 3, \"description\": \"Mix the sugar and water, until the sugar dissolves.\", \"preparation_time\": 5, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 3}, {\"id\": 6}]}, {\"number\": 4, \"description\": \"In a large container, introduce the Flour, the Oat Flakes, and the Crushed Hazelnuts (and optionally the Vanilla Extract), and mix.\", \"preparation_time\": null, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 1}, {\"id\": 2}, {\"id\": 4}, {\"id\": 8, \"optional\": true}]}, {\"number\": 5, \"description\": \"Introduce in the previous mixture, the Sugar Syrup and the Oil, and mix again.\", \"preparation_time\": null, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 3}, {\"id\": 5}]}, {\"number\": 6, \"description\": \"Deposit the paste obtained on the cooking plate without exceeding 2 cm in height.\", \"preparation_time\": null, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": []}, {\"number\": 7, \"description\": \"Bake the mixture in the 120\\u00b0C oven until it becomes hard (in approximately 2 hours)\", \"preparation_time\": null, \"cooking_time\": 120, \"waiting_time\": null, \"used_ingredients\": []}, {\"number\": 8, \"description\": \"Break the hardened mixture to obtain cereals.\", \"preparation_time\": null, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": []}, {\"number\": 9, \"description\": \"Add if you want some broken chocolate (or chocolate chips) in the cereals, or anything you want.\", \"preparation_time\": null, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 7, \"optional\": true}]}], \"total_preparation_time\": {\"min\": 5, \"max\": 5}, \"total_cooking_time\": {\"min\": 120, \"max\": 120}, \"total_waiting_time\": {\"min\": 120, \"max\": 120}, \"comments\": [], \"inference_assumptions\": [\"Assumed that the recipe serves 8 people\", \"Assumed that the `800 mL` for the Oat Flakes is a typo and corrected it to `270 g`\"]}. Got: 9 validation errors for Recipe\n",
      "steps.2.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 3}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.2.used_ingredients.1\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 6}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.3.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 1}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.3.used_ingredients.1\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 2}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.3.used_ingredients.2\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 4}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.3.used_ingredients.3\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 8, 'optional': True}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.4.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 3}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.4.used_ingredients.1\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 5}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.8.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 7, 'optional': True}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "Error in parsing Invalid json output: Here is the JSON instance for the recipe you provided:\n",
      "\n",
      "<pre><code>{\n",
      "  \"$schema\": \"http://json-schema.org/draft-07/schema#\",\n",
      "  \"type\": \"object\",\n",
      "  \"properties\": {\n",
      "    \"name\": {\n",
      "      \"title\": \"The name of the recipe\",\n",
      "      \"type\": \"string\",\n",
      "      \"description\": \"Okonomiyaki\",\n",
      "      \"default\": \"Okonomiyaki\"\n",
      "    },\n",
      "    \"serving_size\": {\n",
      "      \"type\": \"integer\",\n",
      "      \"description\": \"The number of servings the recipe makes\",\n",
      "      \"default\": 1,\n",
      "      \"examples\": [1]\n",
      "    },\n",
      "    \"ingredients\": {\n",
      "      \"type\": \"array\",\n",
      "      \"items\": {\n",
      "        \"$ref\": \"#/$defs/Ingredient\"\n",
      "      },\n",
      "      \"default\": [\n",
      "        {\n",
      "          \"id\": 1,\n",
      "          \"name\": \"flour\",\n",
      "          \"quantity\": 125,\n",
      "          \"unit\": \"g\"\n",
      "        },\n",
      "        {\n",
      "          \"id\": 2,\n",
      "          \"name\": \"egg\",\n",
      "          \"quantity\": 1,\n",
      "          \"unit\": \"unit\"\n",
      "        },\n",
      "        {\n",
      "          \"id\": 3,\n",
      "          \"name\": \"water\",\n",
      "          \"quantity\": 125,\n",
      "          \"unit\": \"ml\"\n",
      "        },\n",
      "        {\n",
      "          \"id\": 4,\n",
      "          \"name\": \"meat\",\n",
      "          \"quantity\": null,\n",
      "          \"unit\": \"unit\"\n",
      "        },\n",
      "        {\n",
      "          \"id\": 5,\n",
      "          \"name\": \"cabbage\",\n",
      "          \"quantity\": 2,\n",
      "          \"unit\": \"leaves\"\n",
      "        },\n",
      "        {\n",
      "          \"id\": 6,\n",
      "          \"name\": \"salt\",\n",
      "          \"quantity\": null,\n",
      "          \"unit\": \"unit\"\n",
      "        },\n",
      "        {\n",
      "          \"id\": 7,\n",
      "          \"name\": \"tonkatsu sauce\",\n",
      "          \"quantity\": null,\n",
      "          \"unit\": \"unit\"\n",
      "        },\n",
      "        {\n",
      "          \"id\": 8,\n",
      "          \"name\": \"mayonnaise\",\n",
      "          \"quantity\": null,\n",
      "          \"unit\": \"unit\"\n",
      "        },\n",
      "        {\n",
      "          \"id\": 9,\n",
      "          \"name\": \"sriracha\",\n",
      "          \"quantity\": null,\n",
      "          \"unit\": \"unit\"\n",
      "        },\n",
      "        {\n",
      "          \"id\": 10,\n",
      "          \"name\": \"katsuobushi\",\n",
      "          \"quantity\": null,\n",
      "          \"unit\": \"unit\"\n",
      "        },\n",
      "        {\n",
      "          \"id\": 11,\n",
      "          \"name\": \"nori\",\n",
      "          \"quantity\": null,\n",
      "          \"unit\": \"unit\"\n",
      "        }\n",
      "      ]\n",
      "    },\n",
      "    \"steps\": {\n",
      "      \"type\": \"array\",\n",
      "      \"items\": {\n",
      "        \"$ref\": \"#/$defs/Step\"\n",
      "      },\n",
      "      \"default\": [\n",
      "        {\n",
      "          \"number\": 1,\n",
      "          \"description\": \"Chop cabbage into thin strips.\",\n",
      "          \"preparation_time\": {\n",
      "            \"min\": 5,\n",
      "            \"max\": 10\n",
      "          },\n",
      "          \"used_ingredients\": [\n",
      "            {\n",
      "              \"id\": 5,\n",
      "              \"name\": \"cabbage\"\n",
      "            }\n",
      "          ]\n",
      "        },\n",
      "        {\n",
      "          \"number\": 2,\n",
      "          \"description\": \"Whisk water and egg together in a bowl and then whisk in flour, salt, and seasonings.\",\n",
      "          \"preparation_time\": {\n",
      "            \"min\": 5,\n",
      "            \"max\": 10\n",
      "          },\n",
      "          \"used_ingredients\": [\n",
      "            {\n",
      "              \"id\": 1,\n",
      "              \"name\": \"flour\"\n",
      "            },\n",
      "            {\n",
      "              \"id\": 2,\n",
      "              \"name\": \"egg\"\n",
      "            },\n",
      "            {\n",
      "              \"id\": 3,\n",
      "              \"name\": \"water\"\n",
      "            },\n",
      "            {\n",
      "              \"id\": 6,\n",
      "              \"name\": \"salt\"\n",
      "            }\n",
      "          ]\n",
      "        },\n",
      "        {\n",
      "          \"number\": 3,\n",
      "          \"description\": \"Fold cabbage into batter with as few folds as possible to completely work the cabbage in.\",\n",
      "          \"preparation_time\": {\n",
      "            \"min\": 2,\n",
      "            \"max\": 5\n",
      "          },\n",
      "          \"used_ingredients\": [\n",
      "            {\n",
      "              \"id\": 1,\n",
      "              \"name\": \"flour\"\n",
      "            },\n",
      "            {\n",
      "              \"id\": 2,\n",
      "              \"name\": \"egg\"\n",
      "            },\n",
      "            {\n",
      "              \"id\": 3,\n",
      "              \"name\": \"water\"\n",
      "            },\n",
      "            {\n",
      "              \"id\": 5,\n",
      "              \"name\": \"cabbage\"\n",
      "            },\n",
      "            {\n",
      "              \"id\": 6,\n",
      "              \"name\": \"salt\"\n",
      "            }\n",
      "          ]\n",
      "        },\n",
      "        {\n",
      "          \"number\": 4,\n",
      "          \"description\": \"Fry meat in a pre-heated cast-iron pan or griddle on medium-high heat until brown on one side, flip, and immediately pour batter on top after flipping.\",\n",
      "          \"preparation_time\": {\n",
      "            \"min\": 5,\n",
      "            \"max\": 10\n",
      "          },\n",
      "          \"cooking_time\": {\n",
      "            \"min\": 5,\n",
      "            \"max\": 10\n",
      "          },\n",
      "          \"used_ingredients\": [\n",
      "            {\n",
      "              \"id\": 4,\n",
      "              \"name\": \"meat\"\n",
      "            },\n",
      "            {\n",
      "              \"id\": 1,\n",
      "              \"name\": \"flour\"\n",
      "            },\n",
      "            {\n",
      "              \"id\": 2,\n",
      "              \"name\": \"egg\"\n",
      "            },\n",
      "            {\n",
      "              \"id\": 3,\n",
      "              \"name\": \"water\"\n",
      "            }\n",
      "          ]\n",
      "        },\n",
      "        {\n",
      "          \"number\": 5,\n",
      "          \"description\": \"Allow to cook for 2-3 minutes and either flip the pancake, or move under a broiler to cook the top for another 2-3 minutes.\",\n",
      "          \"cooking_time\": {\n",
      "            \"min\": 2,\n",
      "            \"max\": 6\n",
      "          },\n",
      "          \"used_ingredients\": [\n",
      "            {\n",
      "              \"id\": 1,\n",
      "              \"name\": \"flour\"\n",
      "            },\n",
      "            {\n",
      "              \"id\": 2,\n",
      "              \"name\": \"egg\"\n",
      "            },\n",
      "            {\n",
      "              \"id\": 3,\n",
      "              \"name\": \"water\"\n",
      "            },\n",
      "            {\n",
      "              \"id\": 4,\n",
      "              \"name\": \"meat\"\n",
      "            }\n",
      "          ]\n",
      "        },\n",
      "        {\n",
      "          \"number\": 6,\n",
      "          \"description\": \"Move pancake to a serving plate meat side up and squirt tonkatsu sauce, mayonnaise, and sriracha over the top in a zig-zag pattern.\",\n",
      "          \"preparation_time\": {\n",
      "            \"min\": 1,\n",
      "            \"max\": 2\n",
      "          },\n",
      "          \"used_ingredients\": [\n",
      "            {\n",
      "              \"id\": 7,\n",
      "              \"name\": \"tonkatsu sauce\"\n",
      "            },\n",
      "            {\n",
      "              \"id\": 8,\n",
      "              \"name\": \"mayonnaise\"\n",
      "            },\n",
      "            {\n",
      "              \"id\": 9,\n",
      "              \"name\": \"sriracha\"\n",
      "            },\n",
      "            {\n",
      "              \"id\": 4,\n",
      "              \"name\": \"meat\"\n",
      "            }\n",
      "          ]\n",
      "        },\n",
      "        {\n",
      "          \"number\": 7,\n",
      "          \"description\": \"Sprinkle katsuobushi and nori on top of the sauces and the okonomiyaki is ready to serve.\",\n",
      "          \"preparation_time\": {\n",
      "            \"min\": 1,\n",
      "            \"max\": 2\n",
      "          },\n",
      "          \"used_ingredients\": [\n",
      "            {\n",
      "              \"id\": 10,\n",
      "              \"name\": \"katsuobushi\"\n",
      "            },\n",
      "            {\n",
      "              \"id\": 11,\n",
      "              \"name\": \"nori\"\n",
      "            },\n",
      "            {\n",
      "              \"id\": 4,\n",
      "              \"name\": \"meat\"\n",
      "            }\n",
      "          ]\n",
      "        }\n",
      "      ]\n",
      "    },\n",
      "    \"total_preparation_time\": {\n",
      "      \"type\": \"number\",\n",
      "      \"description\": \"The total preparation time (in minutes) for the recipe.\\n        Must be consistent with the preparation time of the steps.\\n        \",\n",
      "      \"default\": 25,\n",
      "      \"examples\": [25]\n",
      "    },\n",
      "    \"total_cooking_time\": {\n",
      "      \"type\": \"number\",\n",
      "      \"description\": \"The total cooking time (in minutes) for the recipe.\\n        Must be consistent with the preparation time of the steps.\\n        \",\n",
      "      \"default\": 15,\n",
      "      \"examples\": [15]\n",
      "    },\n",
      "    \"total_waiting_time\": {\n",
      "      \"type\": \"number\",\n",
      "      \"description\": \"The total waiting time (in minutes) for the recipe.\\n        Must be consistent with the preparation time of the steps.\\n        \",\n",
      "      \"default\": 0,\n",
      "      \"examples\": [0]\n",
      "    },\n",
      "    \"comments\": {\n",
      "      \"type\": \"array\",\n",
      "      \"items\": {\n",
      "        \"type\": \"string\"\n",
      "      },\n",
      "      \"default\": [\n",
      "        \"This recipe is for a Japanese-style pancake called Okonomiyaki. The name means 'grilled as you like it' and refers to the many variations of the dish. The recipe provided here is a basic one, but feel free to add any toppings you desire.\"\n",
      "      ]\n",
      "    },\n",
      "    \"inference_assumptions\": {\n",
      "      \"type\": \"array\",\n",
      "      \"items\": {\n",
      "        \"type\": \"string\"\n",
      "      },\n",
      "      \"default\": [\n",
      "        \"Assumed that the recipe is for a single serving\",\n",
      "        \"Assumed that the `125ml` of water is enough for `125g` of flour and `1` egg\",\n",
      "        \"Assumed that the meat is already sliced and ready to be cooked\",\n",
      "        \"Assumed that the cabbage is already chopped into large pieces\",\n",
      "        \"Assumed that the dashi powder or desired seasonings are already prepared\",\n",
      "        \"Assumed that the tonkatsu sauce, mayonnaise, sriracha, katsuobushi, and nori are already prepared and in squirt bottles\"\n",
      "      ]\n",
      "    }\n",
      "  },\n",
      "  \"$defs\": {\n",
      "    \"Ingredient\": {\n",
      "      \"description\": \"Ingredient schema\",\n",
      "      \"properties\": {\n",
      "        \"id\": {\n",
      "          \"description\": \"Randomly generated unique identifier of the ingredient\",\n",
      "          \"examples\": [1, 2, 3, 4, 5, 6],\n",
      "          \"title\": \"Id\",\n",
      "          \"type\": \"integer\"\n",
      "        },\n",
      "        \"name\": {\n",
      "          \"description\": \"The name of the ingredient\",\n",
      "          \"examples\": [\"flour\", \"sugar\", \"salt\"],\n",
      "          \"title\": \"Name\",\n",
      "          \"type\": \"string\"\n",
      "        },\n",
      "        \"quantity\": {\n",
      "          \"anyOf\": [\n",
      "            {\n",
      "              \"type\": \"number\"\n",
      "            },\n",
      "            {\n",
      "              \"type\": \"null\"\n",
      "            }\n",
      "          ],\n",
      "          \"default\": null,\n",
      "          \"description\": \"The quantity of the ingredient\",\n",
      "          \"examples\": [200, 4, 0.5, 1, 1, 1],\n",
      "          \"title\": \"Quantity\"\n",
      "        },\n",
      "        \"unit\": {\n",
      "          \"anyOf\": [\n",
      "            {\n",
      "              \"type\": \"string\"\n",
      "            },\n",
      "            {\n",
      "              \"type\": \"null\"\n",
      "            }\n",
      "          ],\n",
      "          \"default\": null,\n",
      "          \"description\": \"The unit in which the quantity is specified\",\n",
      "          \"examples\": [\"ml\", \"unit\", \"l\", \"unit\", \"teaspoon\", \"tablespoon\"],\n",
      "          \"title\": \"Unit\"\n",
      "        }\n",
      "      },\n",
      "      \"required\": [\n",
      "        \"id\",\n",
      "        \"name\"\n",
      "      ],\n",
      "      \"title\": \"Ingredient\",\n",
      "      \"type\": \"object\"\n",
      "    },\n",
      "    \"Range\": {\n",
      "      \"description\": \"Range schema\",\n",
      "      \"properties\": {\n",
      "        \"min\": {\n",
      "          \"anyOf\": [\n",
      "            {\n",
      "              \"type\": \"number\"\n",
      "            },\n",
      "            {\n",
      "              \"type\": \"null\"\n",
      "            }\n",
      "          ],\n",
      "          \"default\": null,\n",
      "          \"description\": \"The start of the range\",\n",
      "          \"examples\": [1, 2, 3, 4, 5, 6],\n",
      "          \"title\": \"Min\"\n",
      "        },\n",
      "        \"max\": {\n",
      "          \"anyOf\": [\n",
      "            {\n",
      "              \"type\": \"number\"\n",
      "            },\n",
      "            {\n",
      "              \"type\": \"null\"\n",
      "            }\n",
      "          ],\n",
      "          \"default\": null,\n",
      "          \"description\": \"The end of the range\",\n",
      "          \"examples\": [1, 2, 3, 4, 5, 6],\n",
      "          \"title\": \"Max\"\n",
      "        }\n",
      "      },\n",
      "      \"title\": \"Range\",\n",
      "      \"type\": \"object\"\n",
      "    },\n",
      "    \"Step\": {\n",
      "      \"properties\": {\n",
      "        \"number\": {\n",
      "          \"anyOf\": [\n",
      "            {\n",
      "              \"type\": \"integer\"\n",
      "            },\n",
      "            {\n",
      "              \"type\": \"null\"\n",
      "            }\n",
      "          ],\n",
      "          \"default\": null,\n",
      "          \"description\": \"The position of the step in the recipe\",\n",
      "          \"examples\": [1, 2, 3, 4, 5, 6],\n",
      "          \"title\": \"Number\"\n",
      "        },\n",
      "        \"description\": {\n",
      "          \"description\": \"The action that needs to be performed during that step\",\n",
      "          \"examples\": [\n",
      "            \"Preheat the oven to 180°C\",\n",
      "            \"Mix the flour and sugar in a bowl\",\n",
      "            \"Add the eggs and mix well\",\n",
      "            \"Pour the batter into a greased cake tin\",\n",
      "            \"Bake for 30 minutes\",\n",
      "            \"Let the cake cool down before serving\"\n",
      "          ],\n",
      "          \"title\": \"Description\",\n",
      "          \"type\": \"string\"\n",
      "        },\n",
      "        \"preparation_time\": {\n",
      "          \"anyOf\": [\n",
      "            {\n",
      "              \"type\": \"number\"\n",
      "            },\n",
      "            {\n",
      "              \"$ref\": \"#/$defs/Range\"\n",
      "            },\n",
      "            {\n",
      "              \"type\": \"null\"\n",
      "            }\n",
      "          ],\n",
      "          \"default\": null,\n",
      "          \"description\": \"The time (in minutes) spent preparing the ingredients mentioned in the step description if any.\",\n",
      "          \"examples\": [5, 10, 15, 20, 25, 30],\n",
      "          \"title\": \"Preparation Time\"\n",
      "        },\n",
      "        \"cooking_time\": {\n",
      "          \"anyOf\": [\n",
      "            {\n",
      "              \"type\": \"number\"\n",
      "            },\n",
      "            {\n",
      "              \"$ref\": \"#/$defs/Range\"\n",
      "            },\n",
      "            {\n",
      "              \"type\": \"null\"\n",
      "            }\n",
      "          ],\n",
      "          \"default\": null,\n",
      "          \"description\": \"The time (in minutes) that we have to cook, bake or heat the ingredients mentioned in the step description if any.\",\n",
      "          \"examples\": [5, 10, 15, 20, 25, 30],\n",
      "          \"title\": \"Cooking Time\"\n",
      "        },\n",
      "        \"waiting_time\": {\n",
      "          \"anyOf\": [\n",
      "            {\n",
      "              \"type\": \"number\"\n",
      "            },\n",
      "            {\n",
      "              \"$ref\": \"#/$defs/Range\"\n",
      "            },\n",
      "            {\n",
      "              \"type\": \"null\"\n",
      "            }\n",
      "          ],\n",
      "          \"default\": null,\n",
      "          \"description\": \"The time (in minutes) that we have to let the mixture of ingredients rest or cool down in the fridge for example.\\n        Only if the step description mentions it.\\n        \",\n",
      "          \"title\": \"Waiting Time\"\n",
      "        },\n",
      "        \"used_ingredients\": {\n",
      "          \"default\": [],\n",
      "          \"description\": \"The list of ingredient ids used in the step\",\n",
      "          \"examples\": [\n",
      "            [1, 2],\n",
      "            [3, 4],\n",
      "            [5, 6],\n",
      "            [7, 8],\n",
      "            [9, 10],\n",
      "            [11, 12]\n",
      "          ],\n",
      "          \"items\": {\n",
      "            \"type\": \"integer\"\n",
      "          },\n",
      "          \"title\": \"Used Ingredients\",\n",
      "          \"type\": \"array\"\n",
      "        }\n",
      "      },\n",
      "      \"required\": [\n",
      "        \"description\"\n",
      "      ],\n",
      "      \"title\": \"Step\",\n",
      "      \"type\": \"object\"\n",
      "    }\n",
      "  }\n",
      "}\n",
      "</code></pre>\n",
      "\n",
      "The recipe is for Okonomiyaki, a Japanese-style pancake. The serving size is for one serving. The ingredients are:\n",
      "\n",
      "* 125g of flour\n",
      "* 1 egg\n",
      "* 125ml of water\n",
      "* Thinly sliced meat (such as pork, beef, or bacon)\n",
      "* Dashi powder or desired seasonings\n",
      "* 2-4 leaves of cabbage\n",
      "* A pinch of salt\n",
      "* Optional toppings: tonkatsu sauce, mayonnaise, sriracha, katsuobushi (dried bonito flakes), and nori (dried roasted seaweed)\n",
      "\n",
      "The steps to make the recipe are:\n",
      "\n",
      "1. Chop the cabbage into thin strips.\n",
      "2. Whisk the water and egg together in a bowl and then whisk in the flour, salt, and seasonings.\n",
      "3. Fold the cabbage into the batter with as few folds as possible to completely work the cabbage in.\n",
      "4. Fry the meat in a pre-heated cast-iron pan or griddle on medium-high heat until brown on one side, flip, and immediately pour the batter on top after flipping.\n",
      "5. Allow to cook for 2-3 minutes and either flip the pancake or move it under a broiler to cook the top for another 2-3 minutes.\n",
      "6. Move the pancake to a serving plate meat side up and squirt the desired sauces over the top in a zig-zag pattern.\n",
      "7. Sprinkle the katsuobushi and nori on top of the sauces and the okonomiyaki is ready to serve.\n",
      "\n",
      "The total preparation time for the recipe is 25 minutes, the total cooking time is 15 minutes, and the total waiting time is 0 minutes. The recipe assumes that the ingredients are already prepared and ready to be used.\n",
      "Error in parsing Invalid json output: Here is the recipe for \"Beef Tips in Gravy with Sour Cream Mashed Potatoes\" in the requested JSON format:\n",
      "\n",
      "```json\n",
      "{\n",
      "  \"name\": \"Beef Tips in Gravy with Sour Cream Mashed Potatoes\",\n",
      "  \"serving_size\": 4,\n",
      "  \"ingredients\": [\n",
      "    {\n",
      "      \"id\": 1,\n",
      "      \"name\": \"lean, tough cut of meat (ex. round steak)\",\n",
      "      \"quantity\": 2,\n",
      "      \"unit\": \"pounds\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 2,\n",
      "      \"name\": \"unprocessed animal fat (ex. beef suet, mutton fat)\",\n",
      "      \"quantity\": 1/2,\n",
      "      \"unit\": \"cup\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 3,\n",
      "      \"name\": \"potatoes\",\n",
      "      \"quantity\": 4,\n",
      "      \"unit\": \"medium-sized\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 4,\n",
      "      \"name\": \"sour cream\",\n",
      "      \"quantity\": 1,\n",
      "      \"unit\": \"cup\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 5,\n",
      "      \"name\": \"butter\",\n",
      "      \"quantity\": 1/2,\n",
      "      \"unit\": \"cup\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 6,\n",
      "      \"name\": \"milk\",\n",
      "      \"quantity\": 1/4,\n",
      "      \"unit\": \"cup\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 7,\n",
      "      \"name\": \"shredded cheese\",\n",
      "      \"quantity\": 1,\n",
      "      \"unit\": \"cup\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 8,\n",
      "      \"name\": \"flour\",\n",
      "      \"quantity\": 2,\n",
      "      \"unit\": \"tablespoons\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 9,\n",
      "      \"name\": \"beef bouillon (optional)\",\n",
      "      \"quantity\": 1,\n",
      "      \"unit\": \"teaspoon\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 10,\n",
      "      \"name\": \"red wine (optional)\",\n",
      "      \"quantity\": 1,\n",
      "      \"unit\": \"cup\"\n",
      "    }\n",
      "  ],\n",
      "  \"steps\": [\n",
      "    {\n",
      "      \"number\": 1,\n",
      "      \"description\": \"Turn on the pressure cooker to sauté mode.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": []\n",
      "    },\n",
      "    {\n",
      "      \"number\": 2,\n",
      "      \"description\": \"Chop the fat into small, uniform cubes or strips and add it to the pressure cooker.\",\n",
      "      \"preparation_time\": 5,\n",
      "      \"cooking_time\": 5,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [\n",
      "        {\n",
      "          \"id\": 2\n",
      "        }\n",
      "      ]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 3,\n",
      "      \"description\": \"Chop the meat into medium, uniform cubes or strips and add it to the fat.\",\n",
      "      \"preparation_time\": 5,\n",
      "      \"cooking_time\": 10,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [\n",
      "        {\n",
      "          \"id\": 1\n",
      "        }\n",
      "      ]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 4,\n",
      "      \"description\": \"Add beef bouillon (optional) and stir.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [\n",
      "        {\n",
      "          \"id\": 9\n",
      "        }\n",
      "      ]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 5,\n",
      "      \"description\": \"Add salt, pepper, garlic powder and stir.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": []\n",
      "    },\n",
      "    {\n",
      "      \"number\": 6,\n",
      "      \"description\": \"Deglaze the cooker with hot water or red wine (optional).\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": 5,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [\n",
      "        {\n",
      "          \"id\": 10\n",
      "        }\n",
      "      ]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 7,\n",
      "      \"description\": \"Cook the meat in the pressure cooker for 30 minutes.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": 30,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": []\n",
      "    },\n",
      "    {\n",
      "      \"number\": 8,\n",
      "      \"description\": \"Vent the pressure cooker and remove the lid.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": []\n",
      "    },\n",
      "    {\n",
      "      \"number\": 9,\n",
      "      \"description\": \"Add hot water until the liquid in the cooker is a bit more than the amount of gravy you want.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": []\n",
      "    },\n",
      "    {\n",
      "      \"number\": 10,\n",
      "      \"description\": \"Mix flour with warm water to the consistency of a very runny batter.\",\n",
      "      \"preparation_time\": 2,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [\n",
      "        {\n",
      "          \"id\": 8\n",
      "        }\n",
      "      ]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 11,\n",
      "      \"description\": \"Slowly add flour water into the pot while constantly stirring until the gravy thickens.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": 5,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [\n",
      "        {\n",
      "          \"id\": 8\n",
      "        }\n",
      "      ]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 12,\n",
      "      \"description\": \"Plate the beef tips in gravy on top of sour cream mashed potatoes.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": []\n",
      "    },\n",
      "    {\n",
      "      \"number\": 13,\n",
      "      \"description\": \"Peel and dice up the potatoes.\",\n",
      "      \"preparation_time\": 5,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [\n",
      "        {\n",
      "          \"id\": 3\n",
      "        }\n",
      "      ]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 14,\n",
      "      \"description\": \"Boil the potatoes in slightly salty water until they begin to fall apart.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": 15,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [\n",
      "        {\n",
      "          \"id\": 3\n",
      "        }\n",
      "      ]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 15,\n",
      "      \"description\": \"Mash the potatoes to the chunkiness you desire.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [\n",
      "        {\n",
      "          \"id\": 3\n",
      "        }\n",
      "      ]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 16,\n",
      "      \"description\": \"Add butter, shredded cheese and stir.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [\n",
      "        {\n",
      "          \"id\": 4\n",
      "        },\n",
      "        {\n",
      "          \"id\": 5\n",
      "        },\n",
      "        {\n",
      "          \"id\": 7\n",
      "        }\n",
      "      ]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 17,\n",
      "      \"description\": \"Add a very small amount of milk and stir.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [\n",
      "        {\n",
      "          \"id\": 6\n",
      "        }\n",
      "      ]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 18,\n",
      "      \"description\": \"Begin adding sour cream and thoroughly mixing until the mash reaches your desired consistency.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [\n",
      "        {\n",
      "          \"id\": 4\n",
      "        }\n",
      "      ]\n",
      "    }\n",
      "  ],\n",
      "  \"total_preparation_time\": {\n",
      "    \"min\": 22,\n",
      "    \"max\": 22\n",
      "  },\n",
      "  \"total_cooking_time\": {\n",
      "    \"min\": 40,\n",
      "    \"max\": 40\n",
      "  },\n",
      "  \"total_waiting_time\": {\n",
      "    \"min\": 30,\n",
      "    \"max\": 30\n",
      "  },\n",
      "  \"comments\": [],\n",
      "  \"inference_assumptions\": [\n",
      "    \"Assumed that the recipe serves 4 people\",\n",
      "    \"Assumed that the beef suet is used as the unprocessed animal fat\",\n",
      "    \"Assumed that the beef tips in gravy and sour cream mashed potatoes are served together\"\n",
      "  ]\n",
      "}\n",
      "```\n",
      "\n",
      "The total preparation time is 22 minutes, the total cooking time is 40 minutes, and the total waiting time is 30 minutes, resulting in a total time of 92 minutes.\n",
      "\n",
      "Note: The preparation time, cooking time, and waiting time for each step are estimates and may vary depending on the individual's cooking speed and efficiency.\n",
      "Error in parsing Invalid json output: Here is the recipe for Beef and Vegetable Stir-Fry, formatted as a JSON instance that conforms to the provided schema:\n",
      "\n",
      "```json\n",
      "{\n",
      "  \"name\": \"Beef and Vegetable Stir-Fry\",\n",
      "  \"serving_size\": 4,\n",
      "  \"ingredients\": [\n",
      "    {\n",
      "      \"id\": 1,\n",
      "      \"name\": \"beef\",\n",
      "      \"quantity\": 0.5,\n",
      "      \"unit\": \"lb\",\n",
      "      \"description\": \"strips\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 2,\n",
      "      \"name\": \"vegetable oil\",\n",
      "      \"quantity\": 2,\n",
      "      \"unit\": \"tablespoons\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 3,\n",
      "      \"name\": \"ginger\",\n",
      "      \"quantity\": 1,\n",
      "      \"unit\": \"tablespoon\",\n",
      "      \"description\": \"minced\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 4,\n",
      "      \"name\": \"garlic\",\n",
      "      \"quantity\": 2,\n",
      "      \"unit\": \"cloves\",\n",
      "      \"description\": \"minced\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 5,\n",
      "      \"name\": \"carrots\",\n",
      "      \"quantity\": 1,\n",
      "      \"unit\": \"cup\",\n",
      "      \"description\": \"sliced\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 6,\n",
      "      \"name\": \"snow peas\",\n",
      "      \"quantity\": null,\n",
      "      \"unit\": null,\n",
      "      \"description\": \"fresh or frozen\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 7,\n",
      "      \"name\": \"bean sprouts\",\n",
      "      \"quantity\": null,\n",
      "      \"unit\": null,\n",
      "      \"description\": \"fresh\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 8,\n",
      "      \"name\": \"broccoli\",\n",
      "      \"quantity\": 1,\n",
      "      \"unit\": \"cup\",\n",
      "      \"description\": \"pieces\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 9,\n",
      "      \"name\": \"beef bouillon\",\n",
      "      \"quantity\": 1/2,\n",
      "      \"unit\": \"cup\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 10,\n",
      "      \"name\": \"corn starch\",\n",
      "      \"quantity\": 1,\n",
      "      \"unit\": \"tablespoon\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 11,\n",
      "      \"name\": \"soy sauce\",\n",
      "      \"quantity\": 1,\n",
      "      \"unit\": \"tablespoon\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 12,\n",
      "      \"name\": \"salt and pepper\",\n",
      "      \"quantity\": null,\n",
      "      \"unit\": null\n",
      "    }\n",
      "  ],\n",
      "  \"steps\": [\n",
      "    {\n",
      "      \"number\": 1,\n",
      "      \"description\": \"Heat oil in a large skillet or wok over medium-high heat. Add beef and stir-fry until meat is browned. Transfer beef to a plate and set aside.\",\n",
      "      \"preparation_time\": 5,\n",
      "      \"cooking_time\": 10,\n",
      "      \"used_ingredients\": [1, 2]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 2,\n",
      "      \"description\": \"Add broccoli and carrots to the skillet. Cover and steam vegetables until they are only slightly crunchy, about 5 minutes. Transfer vegetables to a plate and set aside.\",\n",
      "      \"preparation_time\": 0,\n",
      "      \"cooking_time\": 5,\n",
      "      \"used_ingredients\": [2, 5, 8]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 3,\n",
      "      \"description\": \"Add bouillon, salt, and pepper to the skillet. Bring to a boil and scrape up any browned bits from the bottom of the skillet.\",\n",
      "      \"preparation_time\": 0,\n",
      "      \"cooking_time\": 2,\n",
      "      \"used_ingredients\": [9, 12]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 4,\n",
      "      \"description\": \"In a small bowl, mix corn starch and 2 tablespoons water until smooth. Add to the skillet and stir until the sauce thickens.\",\n",
      "      \"preparation_time\": 1,\n",
      "      \"cooking_time\": 1,\n",
      "      \"used_ingredients\": [10, 2]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 5,\n",
      "      \"description\": \"Add beef and vegetables back to the skillet. Stir to combine and heat through.\",\n",
      "      \"preparation_time\": 0,\n",
      "      \"cooking_time\": 2,\n",
      "      \"used_ingredients\": [1, 5, 8]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 6,\n",
      "      \"description\": \"Serve over rice.\",\n",
      "      \"preparation_time\": 0,\n",
      "      \"cooking_time\": 0,\n",
      "      \"used_ingredients\": []\n",
      "    }\n",
      "  ],\n",
      "  \"total_preparation_time\": {\n",
      "    \"min\": 11,\n",
      "    \"max\": 11\n",
      "  },\n",
      "  \"total_cooking_time\": {\n",
      "    \"min\": 20,\n",
      "    \"max\": 20\n",
      "  },\n",
      "  \"total_waiting_time\": {\n",
      "    \"min\": 5,\n",
      "    \"max\": 5\n",
      "  },\n",
      "  \"comments\": [],\n",
      "  \"inference_assumptions\": [\n",
      "    \"Assumed that the recipe serves 4 people\",\n",
      "    \"Assumed that the beef is already cut into strips\",\n",
      "    \"Assumed that the carrots are already sliced\",\n",
      "    \"Assumed that the broccoli is already cut into pieces\",\n",
      "    \"Assumed that the snow peas and bean sprouts are already prepared\"\n",
      "  ]\n",
      "}\n",
      "```\n",
      "Note: The `preparation_time` and `cooking_time` values for each step are estimates and can vary depending on the individual's cooking speed and equipment. The `total_preparation_time`, `total_cooking_time`, and `total_waiting_time` values are based on the sum of the individual step times and are also estimates. The `comments` and `inference_assumptions` fields are optional and can be customized based on the recipe and the individual's preferences.\n",
      "Error in parsing Failed to parse Recipe from completion {\"name\": \"Za'atar Chicken Bowls with Bulghur Wheat and Spinach\", \"serving_size\": 4, \"ingredients\": [{\"id\": 1, \"name\": \"Chicken Breasts\", \"quantity\": 4, \"unit\": \"unit\"}, {\"id\": 2, \"name\": \"Bulghur Wheat\", \"quantity\": 1, \"unit\": \"cup\"}, {\"id\": 3, \"name\": \"Mixed Olives\", \"quantity\": 1, \"unit\": \"oz\", \"quantity_unitless\": 1}, {\"id\": 4, \"name\": \"Baby Spinach\", \"quantity\": 4, \"unit\": \"oz\", \"quantity_unitless\": 4}, {\"id\": 5, \"name\": \"Za'atar Spice Blend\", \"quantity\": 2, \"unit\": \"Tbsp\"}, {\"id\": 6, \"name\": \"Roma Tomatoes\", \"quantity\": 2, \"unit\": \"unit\"}, {\"id\": 7, \"name\": \"Lemon\", \"quantity\": 1, \"unit\": \"unit\"}, {\"id\": 8, \"name\": \"Feta Cheese\", \"quantity\": 0.5, \"unit\": \"cup\", \"quantity_unitless\": 0.5}, {\"id\": 9, \"name\": \"Garlic Cloves\", \"quantity\": 2, \"unit\": \"unit\"}, {\"id\": 10, \"name\": \"White Vinegar\", \"quantity\": 2, \"unit\": \"Tbsp\"}, {\"id\": 11, \"name\": \"Sugar\", \"quantity\": 1, \"unit\": \"tsp\"}], \"steps\": [{\"number\": 1, \"description\": \"Preheat the oven to 450\\u00b0F (232\\u00b0C).\", \"preparation_time\": null, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": []}, {\"number\": 2, \"description\": \"Add 1 1/2 cups (355 ml) water and 1/4 tsp salt to a medium pot. Cover and bring to a boil over high heat.\", \"preparation_time\": 2, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 2, \"quantity\": 1.5, \"unit\": \"cup\"}]}, {\"number\": 3, \"description\": \"While the water comes to a boil, cut the tomatoes into 1/4-inch (0.6 cm) pieces. Zest and juice the lemon.\", \"preparation_time\": 5, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 6, \"quantity\": 2, \"unit\": \"unit\"}, {\"id\": 7, \"quantity\": 1, \"unit\": \"unit\"}]}, {\"number\": 4, \"description\": \"Add the garlic and bulghur to the boiling water. Stir to combine, remove pot from heat, cover, and let stand until bulghur is tender and liquid is absorbed (15 mins).\", \"preparation_time\": 2, \"cooking_time\": null, \"waiting_time\": 15, \"used_ingredients\": [{\"id\": 2, \"quantity\": 1, \"unit\": \"cup\"}, {\"id\": 9, \"quantity\": 2, \"unit\": \"unit\"}]}, {\"number\": 5, \"description\": \"While the bulghur rehydrates, pat the chicken dry and season with Za'atar spice blend, salt, and pepper. Heat a large non-stick pan over medium-high heat. Add 1/2 tsp oil, then the chicken. Sear until golden-brown. Transfer chicken to a sheet and bake on the middle rack in the oven until chicken is cooked through (10-12 mins).\", \"preparation_time\": 5, \"cooking_time\": 10, \"waiting_time\": 12, \"used_ingredients\": [{\"id\": 1, \"quantity\": 4, \"unit\": \"unit\"}, {\"id\": 5, \"quantity\": 2, \"unit\": \"Tbsp\"}, {\"id\": 8, \"quantity\": 0.5, \"unit\": \"cup\"}]}, {\"number\": 6, \"description\": \"Meanwhile, whisk together vinegar, lemon juice, lemon zest, 1 tsp oil, and 1/2 tsp salt in a small bowl. Set aside.\", \"preparation_time\": 2, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 10, \"quantity\": 2, \"unit\": \"Tbsp\"}, {\"id\": 7, \"quantity\": 1, \"unit\": \"unit\"}, {\"id\": 5, \"quantity\": 1, \"unit\": \"tsp\"}, {\"id\": 1, \"quantity\": 1, \"unit\": \"unit\"}]}, {\"number\": 7, \"description\": \"When the bulghur is done, fluff with a fork. Add olives, spinach, tomatoes, and half the dressing to the pot. Season with salt and pepper, then stir to combine.\", \"preparation_time\": 3, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 3, \"quantity\": 1, \"unit\": \"oz\"}, {\"id\": 4, \"quantity\": 4, \"unit\": \"oz\"}, {\"id\": 6, \"quantity\": 2, \"unit\": \"unit\"}, {\"id\": 11, \"quantity\": 0.5, \"unit\": \"tsp\"}, {\"id\": 10, \"quantity\": 1, \"unit\": \"Tbsp\"}, {\"id\": 7, \"quantity\": 1, \"unit\": \"unit\"}]}, {\"number\": 8, \"description\": \"Thinly slice chicken. Divide bulghur salad between plates, then top with chicken. Sprinkle with feta and drizzle remaining dressing over top.\", \"preparation_time\": 5, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 1, \"quantity\": 4, \"unit\": \"unit\"}, {\"id\": 8, \"quantity\": 0.5, \"unit\": \"cup\"}, {\"id\": 10, \"quantity\": 1, \"unit\": \"Tbsp\"}]}], \"total_preparation_time\": {\"min\": 20, \"max\": 25}, \"total_cooking_time\": {\"min\": 10, \"max\": 12}, \"total_waiting_time\": {\"min\": 12, \"max\": 15}, \"comments\": [], \"inference_assumptions\": [\"Assumed that the recipe serves 4 people\", \"Assumed that 1 cup of bulghur wheat is enough for 4 servings\", \"Assumed that 1 oz of mixed olives is enough for 4 servings\", \"Assumed that 4 oz of baby spinach is enough for 4 servings\", \"Assumed that 2 Tbsp of Za'atar spice blend is enough for 4 servings\", \"Assumed that 2 Roma tomatoes are enough for 4 servings\", \"Assumed that 1 lemon is enough for 4 servings\", \"Assumed that 0.5 cup of feta cheese is enough for 4 servings\", \"Assumed that 2 garlic cloves are enough for 4 servings\", \"Assumed that 2 Tbsp of white vinegar is enough for 4 servings\", \"Assumed that 1 tsp of sugar is enough for 4 servings\"]}. Got: 21 validation errors for Recipe\n",
      "steps.1.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 2, 'quantity': 1.5, 'unit': 'cup'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.2.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 6, 'quantity': 2, 'unit': 'unit'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.2.used_ingredients.1\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 7, 'quantity': 1, 'unit': 'unit'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.3.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 2, 'quantity': 1, 'unit': 'cup'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.3.used_ingredients.1\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 9, 'quantity': 2, 'unit': 'unit'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.4.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 1, 'quantity': 4, 'unit': 'unit'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.4.used_ingredients.1\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 5, 'quantity': 2, 'unit': 'Tbsp'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.4.used_ingredients.2\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 8, 'quantity': 0.5, 'unit': 'cup'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.5.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 10, 'quantity': 2, 'unit': 'Tbsp'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.5.used_ingredients.1\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 7, 'quantity': 1, 'unit': 'unit'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.5.used_ingredients.2\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 5, 'quantity': 1, 'unit': 'tsp'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.5.used_ingredients.3\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 1, 'quantity': 1, 'unit': 'unit'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.6.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 3, 'quantity': 1, 'unit': 'oz'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.6.used_ingredients.1\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 4, 'quantity': 4, 'unit': 'oz'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.6.used_ingredients.2\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 6, 'quantity': 2, 'unit': 'unit'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.6.used_ingredients.3\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 11, 'quantity': 0.5, 'unit': 'tsp'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.6.used_ingredients.4\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 10, 'quantity': 1, 'unit': 'Tbsp'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.6.used_ingredients.5\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 7, 'quantity': 1, 'unit': 'unit'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.7.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 1, 'quantity': 4, 'unit': 'unit'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.7.used_ingredients.1\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 8, 'quantity': 0.5, 'unit': 'cup'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.7.used_ingredients.2\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 10, 'quantity': 1, 'unit': 'Tbsp'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "Error in parsing Failed to parse Recipe from completion {\"$schema\": \"http://json-schema.org/draft-07/schema#\", \"type\": \"object\", \"properties\": {\"name\": {\"type\": \"string\", \"title\": \"Name\", \"description\": \"The name of the recipe\", \"examples\": [\"Greek-Inspired Pasta\"]}, \"serving_size\": {\"type\": \"integer\", \"title\": \"Serving Size\", \"description\": \"The number of servings the recipe makes\", \"examples\": [3]}, \"ingredients\": {\"type\": \"array\", \"title\": \"Ingredients\", \"items\": {\"$ref\": \"#/$defs/Ingredient\"}, \"default\": [{\"id\": 1, \"name\": \"Medium Sweet Onion\", \"quantity\": 1, \"unit\": null}, {\"id\": 2, \"name\": \"virgin olive oil (not extra-virgin)\", \"quantity\": null, \"unit\": null}, {\"id\": 3, \"name\": \"White Sugar\", \"quantity\": 1, \"unit\": \"teaspoon\"}, {\"id\": 4, \"name\": \"Garlic Cloves\", \"quantity\": 3, \"unit\": null}, {\"id\": 5, \"name\": \"Kalamon/Kalamata Olives\", \"quantity\": 15, \"unit\": null}, {\"id\": 6, \"name\": \"Courgette\", \"quantity\": 1, \"unit\": null}, {\"id\": 7, \"name\": \"Mushrooms\", \"quantity\": 6, \"unit\": null}, {\"id\": 8, \"name\": \"Broccli\", \"quantity\": 0.5, \"unit\": null}, {\"id\": 9, \"name\": \"Cherry Tomatoes\", \"quantity\": 8, \"unit\": null}, {\"id\": 10, \"name\": \"Feta\", \"quantity\": 0.5, \"unit\": \"block\"}, {\"id\": 11, \"name\": \"Chicken Stock\", \"quantity\": 1, \"unit\": \"cube\"}, {\"id\": 12, \"name\": \"Mixed Spice\", \"quantity\": 1, \"unit\": \"teaspoon\"}, {\"id\": 13, \"name\": \"Fusilli Pasta\", \"quantity\": 3, \"unit\": \"quarter\"}, {\"id\": 14, \"name\": \"Creme Cheese\", \"quantity\": 1, \"unit\": \"tablespoon\"}, {\"id\": 15, \"name\": \"Whole Milk\", \"quantity\": 1, \"unit\": \"third mug\"}]}, \"steps\": {\"type\": \"array\", \"title\": \"Steps\", \"items\": {\"$ref\": \"#/$defs/Step\"}, \"default\": [{\"number\": 1, \"description\": \"Heat a small deepish pan to low-medium temperature. Add a good amount of virgin olive oil and place the chopped onion into the pan. Wait until it starts to sizzle and add the rest of the onion. Mix well and make sure the temperature is not too high as it can damage ingredients. Optional: You can sprinkle some sugar over the onion to make it sweeter. Then after a few minutes, when the onion has browned/softened, add in the chopped garlic and wait 1-2 minutes, then you can turn off heat and put it to the side for later.\", \"preparation_time\": 5, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": [1, 2, 3]}, {\"number\": 2, \"description\": \"Get a medium-large sized deepish pan, heat with oil and then add in the olives, courgettes and mushrooms. Sprinkle salt every now and then to enhance taste. After a few minutes when they are soft and are around the same color, then add in the onion and garlic from the smaller pan.\", \"preparation_time\": null, \"cooking_time\": 5, \"waiting_time\": null, \"used_ingredients\": [2, 5, 6, 7, 1]}, {\"number\": 3, \"description\": \"Wait a couple minutes and then add the broccoli and tomato slices to the mix. Wait 2-3 more minutes and then get your rinsed feta and melt it in the pan (chop to speed up).\", \"preparation_time\": null, \"cooking_time\": 5, \"waiting_time\": null, \"used_ingredients\": [8, 9, 10]}, {\"number\": 4, \"description\": \"Start cooking the pasta.\", \"preparation_time\": null, \"cooking_time\": 10, \"waiting_time\": null, \"used_ingredients\": [13]}, {\"number\": 5, \"description\": \"When the feta has nearly finished melting, add in the stock to the mix. Turn the pan temperature down slightly and then let it bubble for 5 mins (add a timer). Make sure to add the cover to the pan to keep in the flavor.\", \"preparation_time\": null, \"cooking_time\": 5, \"waiting_time\": 5, \"used_ingredients\": [11, 2]}, {\"number\": 6, \"description\": \"After the 5 mins timer is up, add the creme cheese to the main mix, stir, then re-add lid.\", \"preparation_time\": null, \"cooking_time\": null, \"waiting_time\": 2, \"used_ingredients\": [14]}, {\"number\": 7, \"description\": \"Wait 2-3 more minutes and then you can test the sauce if you want. If you feel there is some missing, add more mixed spice or herbs such as parsley to it.\", \"preparation_time\": null, \"cooking_time\": null, \"waiting_time\": 2, \"used_ingredients\": [12]}, {\"number\": 8, \"description\": \"Turn down the main mix again slightly and add the 1/3 Mug of Whole milk to the mix.\", \"preparation_time\": null, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": [15]}, {\"number\": 9, \"description\": \"Strain and serve your pasta and cover with the sauce. Enjoy!\", \"preparation_time\": null, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": []}]}, \"total_preparation_time\": {\"type\": \"number\", \"title\": \"Total Preparation Time\", \"description\": \"The total preparation time (in minutes) for the recipe. Must be consistent with the preparation time of the steps.\", \"examples\": [22]}, \"total_cooking_time\": {\"type\": \"number\", \"title\": \"Total Cooking Time\", \"description\": \"The total cooking time (in minutes) for the recipe. Must be consistent with the preparation time of the steps.\", \"examples\": [20]}, \"total_waiting_time\": {\"type\": \"number\", \"title\": \"Total Waiting Time\", \"description\": \"The total waiting time (in minutes) for the recipe. Must be consistent with the preparation time of the steps.\", \"examples\": [7]}, \"comments\": {\"type\": \"array\", \"title\": \"Comments\", \"items\": {\"type\": \"string\"}, \"default\": [\"Make sure to prepare and chop most ingredients before starting the recipe.\"]}, \"inference_assumptions\": {\"type\": \"array\", \"title\": \"Inference Assumptions\", \"items\": {\"type\": \"string\"}, \"default\": [\"Assumed that the recipe is for 4 servings when scaled up\", \"Assumed that the pan sizes are appropriate for the quantities of ingredients used\"]}}, \"$defs\": {\"Ingredient\": {\"description\": \"Ingredient schema\", \"properties\": {\"id\": {\"description\": \"Randomly generated unique identifier of the ingredient\", \"examples\": [1, 2, 3, 4, 5, 6], \"title\": \"Id\", \"type\": \"integer\"}, \"name\": {\"description\": \"The name of the ingredient\", \"examples\": [\"flour\", \"sugar\", \"salt\"], \"title\": \"Name\", \"type\": \"string\"}, \"quantity\": {\"anyOf\": [{\"type\": \"number\"}, {\"type\": \"null\"}], \"default\": null, \"description\": \"The quantity of the ingredient\", \"examples\": [200, 4, 0.5, 1, 1, 1], \"title\": \"Quantity\"}, \"unit\": {\"anyOf\": [{\"type\": \"string\"}, {\"type\": \"null\"}], \"default\": null, \"description\": \"The unit in which the quantity is specified\", \"examples\": [\"ml\", \"unit\", \"l\", \"unit\", \"teaspoon\", \"tablespoon\"], \"title\": \"Unit\"}}, \"required\": [\"id\", \"name\"], \"title\": \"Ingredient\", \"type\": \"object\"}, \"Range\": {\"description\": \"Range schema\", \"properties\": {\"min\": {\"anyOf\": [{\"type\": \"number\"}, {\"type\": \"null\"}], \"default\": null, \"description\": \"The start of the range\", \"examples\": [1, 2, 3, 4, 5, 6], \"title\": \"Min\"}, \"max\": {\"anyOf\": [{\"type\": \"number\"}, {\"type\": \"null\"}], \"default\": null, \"description\": \"The end of the range\", \"examples\": [1, 2, 3, 4, 5, 6], \"title\": \"Max\"}}, \"title\": \"Range\", \"type\": \"object\"}, \"Step\": {\"properties\": {\"number\": {\"anyOf\": [{\"type\": \"integer\"}, {\"type\": \"null\"}], \"default\": null, \"description\": \"The position of the step in the recipe\", \"examples\": [1, 2, 3, 4, 5, 6], \"title\": \"Number\"}, \"description\": {\"description\": \"The action that needs to be performed during that step\", \"examples\": [\"Preheat the oven to 180\\u00b0C\", \"Mix the flour and sugar in a bowl\", \"Add the eggs and mix well\", \"Pour the batter into a greased cake tin\", \"Bake for 30 minutes\", \"Let the cake cool down before serving\"], \"title\": \"Description\", \"type\": \"string\"}, \"preparation_time\": {\"anyOf\": [{\"type\": \"number\"}, {\"$ref\": \"#/$defs/Range\"}, {\"type\": \"null\"}], \"default\": null, \"description\": \"The time (in minutes) spent preparing the ingredients mentioned in the step description if any.\", \"examples\": [5, 10, 15, 20, 25, 30], \"title\": \"Preparation Time\"}, \"cooking_time\": {\"anyOf\": [{\"type\": \"number\"}, {\"$ref\": \"#/$defs/Range\"}, {\"type\": \"null\"}], \"default\": null, \"description\": \"The time (in minutes) that we have to cook, bake or heat the ingredients mentioned in the step description if any.\", \"examples\": [5, 10, 15, 20, 25, 30], \"title\": \"Cooking Time\"}, \"waiting_time\": {\"anyOf\": [{\"type\": \"number\"}, {\"$ref\": \"#/$defs/Range\"}, {\"type\": \"null\"}], \"default\": null, \"description\": \"The time (in minutes) that we have to let the mixture of ingredients rest or cool down in the fridge for example.\\n        Only if the step description mentions it.\\n        \", \"title\": \"Waiting Time\"}, \"used_ingredients\": {\"default\": [], \"description\": \"The list of ingredient ids used in the step\", \"examples\": [[1, 2], [3, 4], [5, 6], [7, 8], [9, 10], [11, 12]], \"items\": {\"type\": \"integer\"}, \"title\": \"Used Ingredients\", \"type\": \"array\"}}, \"required\": [\"description\"], \"title\": \"Step\", \"type\": \"object\"}}}. Got: 1 validation error for Recipe\n",
      "name\n",
      "  Field required [type=missing, input_value={'$schema': 'http://json-...ep', 'type': 'object'}}}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/missing\n",
      "Error in parsing Invalid json output: Here is the JSON instance for the recipe:\n",
      "\n",
      "<pre><code>{\n",
      "  \"$schema\": \"http://json-schema.org/draft-07/schema#\",\n",
      "  \"type\": \"object\",\n",
      "  \"properties\": {\n",
      "    \"name\": {\n",
      "      \"title\": \"The name of the recipe\",\n",
      "      \"type\": \"string\",\n",
      "      \"description\": \"The name of the recipe\",\n",
      "      \"examples\": [\"Dumplings in Maple Syrup\"]\n",
      "    },\n",
      "    \"serving_size\": {\n",
      "      \"type\": \"integer\",\n",
      "      \"default\": null,\n",
      "      \"description\": \"The number of servings the recipe makes\",\n",
      "      \"examples\": [4]\n",
      "    },\n",
      "    \"ingredients\": {\n",
      "      \"type\": \"array\",\n",
      "      \"items\": {\n",
      "        \"$ref\": \"#/$defs/Ingredient\"\n",
      "      },\n",
      "      \"default\": [\n",
      "        {\n",
      "          \"id\": 1,\n",
      "          \"name\": \"flour\",\n",
      "          \"quantity\": 200,\n",
      "          \"unit\": \"grams\"\n",
      "        },\n",
      "        {\n",
      "          \"id\": 2,\n",
      "          \"name\": \"baking powder\",\n",
      "          \"quantity\": 2,\n",
      "          \"unit\": \"teaspoons\"\n",
      "        },\n",
      "        {\n",
      "          \"id\": 3,\n",
      "          \"name\": \"salt\",\n",
      "          \"quantity\": null,\n",
      "          \"unit\": null\n",
      "        },\n",
      "        {\n",
      "          \"id\": 4,\n",
      "          \"name\": \"butter\",\n",
      "          \"quantity\": 56.7,\n",
      "          \"unit\": \"grams\"\n",
      "        },\n",
      "        {\n",
      "          \"id\": 5,\n",
      "          \"name\": \"milk\",\n",
      "          \"quantity\": 120,\n",
      "          \"unit\": \"milliliters\"\n",
      "        },\n",
      "        {\n",
      "          \"id\": 6,\n",
      "          \"name\": \"water\",\n",
      "          \"quantity\": 240,\n",
      "          \"unit\": \"milliliters\"\n",
      "        },\n",
      "        {\n",
      "          \"id\": 7,\n",
      "          \"name\": \"maple syrup\",\n",
      "          \"quantity\": 240,\n",
      "          \"unit\": \"milliliters\"\n",
      "        }\n",
      "      ]\n",
      "    },\n",
      "    \"steps\": {\n",
      "      \"type\": \"array\",\n",
      "      \"items\": {\n",
      "        \"$ref\": \"#/$defs/Step\"\n",
      "      },\n",
      "      \"default\": [\n",
      "        {\n",
      "          \"number\": 1,\n",
      "          \"description\": \"Stir together flour, baking powder and salt until aerated and no longer clumpy.\",\n",
      "          \"preparation_time\": 5,\n",
      "          \"cooking_time\": null,\n",
      "          \"waiting_time\": null,\n",
      "          \"used_ingredients\": [1, 2, 3]\n",
      "        },\n",
      "        {\n",
      "          \"number\": 2,\n",
      "          \"description\": \"Work in the butter with your fingertips and add milk. Form into 5-6 balls.\",\n",
      "          \"preparation_time\": 10,\n",
      "          \"cooking_time\": null,\n",
      "          \"waiting_time\": null,\n",
      "          \"used_ingredients\": [1, 2, 3, 4, 5]\n",
      "        },\n",
      "        {\n",
      "          \"number\": 3,\n",
      "          \"description\": \"In a saucepan equipped with a lid, bring water and syrup to a simmer. Add dough balls and cover. Simmer on low 12-15 minutes.\",\n",
      "          \"preparation_time\": null,\n",
      "          \"cooking_time\": {\n",
      "            \"min\": 12,\n",
      "            \"max\": 15\n",
      "          },\n",
      "          \"waiting_time\": null,\n",
      "          \"used_ingredients\": [6, 7]\n",
      "        }\n",
      "      ]\n",
      "    },\n",
      "    \"total_preparation_time\": {\n",
      "      \"anyOf\": [\n",
      "        {\n",
      "          \"type\": \"number\"\n",
      "        },\n",
      "        {\n",
      "          \"$ref\": \"#/$defs/Range\"\n",
      "        }\n",
      "      ],\n",
      "      \"default\": null,\n",
      "      \"description\": \"The total preparation time (in minutes) for the recipe.\\n        Must be consistent with the preparation time of the steps.\\n        \",\n",
      "      \"examples\": [15]\n",
      "    },\n",
      "    \"total_cooking_time\": {\n",
      "      \"anyOf\": [\n",
      "        {\n",
      "          \"type\": \"number\"\n",
      "        },\n",
      "        {\n",
      "          \"$ref\": \"#/$defs/Range\"\n",
      "        }\n",
      "      ],\n",
      "      \"default\": null,\n",
      "      \"description\": \"The total cooking time (in minutes) for the recipe.\\n        Must be consistent with the preparation time of the steps.\\n        \",\n",
      "      \"examples\": [12]\n",
      "    },\n",
      "    \"total_waiting_time\": {\n",
      "      \"anyOf\": [\n",
      "        {\n",
      "          \"type\": \"number\"\n",
      "        },\n",
      "        {\n",
      "          \"$ref\": \"#/$defs/Range\"\n",
      "        }\n",
      "      ],\n",
      "      \"default\": null,\n",
      "      \"description\": \"The total waiting time (in minutes) for the recipe.\\n        Must be consistent with the preparation time of the steps.\\n        \",\n",
      "      \"examples\": [0]\n",
      "    },\n",
      "    \"comments\": {\n",
      "      \"type\": \"array\",\n",
      "      \"items\": {\n",
      "        \"type\": \"string\"\n",
      "      },\n",
      "      \"default\": [\n",
      "        \"Avoid lifting the lid since these cook with the help of steam.\"\n",
      "      ]\n",
      "    },\n",
      "    \"inference_assumptions\": {\n",
      "      \"type\": \"array\",\n",
      "      \"items\": {\n",
      "        \"type\": \"string\"\n",
      "      },\n",
      "      \"default\": [\n",
      "        \"Assumed that the recipe is for 4 servings\",\n",
      "        \"Assumed that 1 cup is equal to 240 milliliters\",\n",
      "        \"Assumed that 1 pinch is equal to 1/16 teaspoon\",\n",
      "        \"Assumed that 2 tablespoons is equal to 28.35 grams\",\n",
      "        \"Assumed that the recipe does not require any additional seasoning\"\n",
      "      ]\n",
      "    }\n",
      "  },\n",
      "  \"$defs\": {\n",
      "    \"Ingredient\": {\n",
      "      \"description\": \"Ingredient schema\",\n",
      "      \"properties\": {\n",
      "        \"id\": {\n",
      "          \"description\": \"Randomly generated unique identifier of the ingredient\",\n",
      "          \"examples\": [1, 2, 3, 4, 5, 6],\n",
      "          \"title\": \"Id\",\n",
      "          \"type\": \"integer\"\n",
      "        },\n",
      "        \"name\": {\n",
      "          \"description\": \"The name of the ingredient\",\n",
      "          \"examples\": [\"flour\", \"sugar\", \"salt\"],\n",
      "          \"title\": \"Name\",\n",
      "          \"type\": \"string\"\n",
      "        },\n",
      "        \"quantity\": {\n",
      "          \"anyOf\": [\n",
      "            {\n",
      "              \"type\": \"number\"\n",
      "            },\n",
      "            {\n",
      "              \"type\": \"null\"\n",
      "            }\n",
      "          ],\n",
      "          \"default\": null,\n",
      "          \"description\": \"The quantity of the ingredient\",\n",
      "          \"examples\": [200, 4, 0.5, 1, 1, 1],\n",
      "          \"title\": \"Quantity\"\n",
      "        },\n",
      "        \"unit\": {\n",
      "          \"anyOf\": [\n",
      "            {\n",
      "              \"type\": \"string\"\n",
      "            },\n",
      "            {\n",
      "              \"type\": \"null\"\n",
      "            }\n",
      "          ],\n",
      "          \"default\": null,\n",
      "          \"description\": \"The unit in which the quantity is specified\",\n",
      "          \"examples\": [\"ml\", \"unit\", \"l\", \"unit\", \"teaspoon\", \"tablespoon\"],\n",
      "          \"title\": \"Unit\"\n",
      "        }\n",
      "      },\n",
      "      \"required\": [\n",
      "        \"id\",\n",
      "        \"name\"\n",
      "      ],\n",
      "      \"title\": \"Ingredient\",\n",
      "      \"type\": \"object\"\n",
      "    },\n",
      "    \"Range\": {\n",
      "      \"description\": \"Range schema\",\n",
      "      \"properties\": {\n",
      "        \"min\": {\n",
      "          \"anyOf\": [\n",
      "            {\n",
      "              \"type\": \"number\"\n",
      "            },\n",
      "            {\n",
      "              \"type\": \"null\"\n",
      "            }\n",
      "          ],\n",
      "          \"default\": null,\n",
      "          \"description\": \"The start of the range\",\n",
      "          \"examples\": [1, 2, 3, 4, 5, 6],\n",
      "          \"title\": \"Min\"\n",
      "        },\n",
      "        \"max\": {\n",
      "          \"anyOf\": [\n",
      "            {\n",
      "              \"type\": \"number\"\n",
      "            },\n",
      "            {\n",
      "              \"type\": \"null\"\n",
      "            }\n",
      "          ],\n",
      "          \"default\": null,\n",
      "          \"description\": \"The end of the range\",\n",
      "          \"examples\": [1, 2, 3, 4, 5, 6],\n",
      "          \"title\": \"Max\"\n",
      "        }\n",
      "      },\n",
      "      \"title\": \"Range\",\n",
      "      \"type\": \"object\"\n",
      "    },\n",
      "    \"Step\": {\n",
      "      \"properties\": {\n",
      "        \"number\": {\n",
      "          \"anyOf\": [\n",
      "            {\n",
      "              \"type\": \"integer\"\n",
      "            },\n",
      "            {\n",
      "              \"type\": \"null\"\n",
      "            }\n",
      "          ],\n",
      "          \"default\": null,\n",
      "          \"description\": \"The position of the step in the recipe\",\n",
      "          \"examples\": [1, 2, 3, 4, 5, 6],\n",
      "          \"title\": \"Number\"\n",
      "        },\n",
      "        \"description\": {\n",
      "          \"description\": \"The action that needs to be performed during that step\",\n",
      "          \"examples\": [\n",
      "            \"Preheat the oven to 180°C\",\n",
      "            \"Mix the flour and sugar in a bowl\",\n",
      "            \"Add the eggs and mix well\",\n",
      "            \"Pour the batter into a greased cake tin\",\n",
      "            \"Bake for 30 minutes\",\n",
      "            \"Let the cake cool down before serving\"\n",
      "          ],\n",
      "          \"title\": \"Description\",\n",
      "          \"type\": \"string\"\n",
      "        },\n",
      "        \"preparation_time\": {\n",
      "          \"anyOf\": [\n",
      "            {\n",
      "              \"type\": \"number\"\n",
      "            },\n",
      "            {\n",
      "              \"$ref\": \"#/$defs/Range\"\n",
      "            },\n",
      "            {\n",
      "              \"type\": \"null\"\n",
      "            }\n",
      "          ],\n",
      "          \"default\": null,\n",
      "          \"description\": \"The time (in minutes) spent preparing the ingredients mentioned in the step description if any.\",\n",
      "          \"examples\": [5, 10, 15, 20, 25, 30],\n",
      "          \"title\": \"Preparation Time\"\n",
      "        },\n",
      "        \"cooking_time\": {\n",
      "          \"anyOf\": [\n",
      "            {\n",
      "              \"type\": \"number\"\n",
      "            },\n",
      "            {\n",
      "              \"$ref\": \"#/$defs/Range\"\n",
      "            },\n",
      "            {\n",
      "              \"type\": \"null\"\n",
      "            }\n",
      "          ],\n",
      "          \"default\": null,\n",
      "          \"description\": \"The time (in minutes) that we have to cook, bake or heat the ingredients mentioned in the step description if any.\",\n",
      "          \"examples\": [5, 10, 15, 20, 25, 30],\n",
      "          \"title\": \"Cooking Time\"\n",
      "        },\n",
      "        \"waiting_time\": {\n",
      "          \"anyOf\": [\n",
      "            {\n",
      "              \"type\": \"number\"\n",
      "            },\n",
      "            {\n",
      "              \"$ref\": \"#/$defs/Range\"\n",
      "            },\n",
      "            {\n",
      "              \"type\": \"null\"\n",
      "            }\n",
      "          ],\n",
      "          \"default\": null,\n",
      "          \"description\": \"The time (in minutes) that we have to let the mixture of ingredients rest or cool down in the fridge for example.\\n        Only if the step description mentions it.\\n        \",\n",
      "          \"title\": \"Waiting Time\"\n",
      "        },\n",
      "        \"used_ingredients\": {\n",
      "          \"default\": [],\n",
      "          \"description\": \"The list of ingredient ids used in the step\",\n",
      "          \"examples\": [[1, 2], [3, 4], [5, 6], [7, 8], [9, 10], [11, 12]],\n",
      "          \"items\": {\n",
      "            \"type\": \"integer\"\n",
      "          },\n",
      "          \"title\": \"Used Ingredients\",\n",
      "          \"type\": \"array\"\n",
      "        }\n",
      "      },\n",
      "      \"required\": [\n",
      "        \"description\"\n",
      "      ],\n",
      "      \"title\": \"Step\",\n",
      "      \"type\": \"object\"\n",
      "    }\n",
      "  }\n",
      "}\n",
      "</code></pre>\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Retrying langchain_mistralai.chat_models.acompletion_with_retry.<locals>._completion_with_retry in 4.0 seconds as it raised ReadTimeout: .\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Error in parsing Invalid json output: Here is the recipe for Jambalaya, formatted as a JSON instance that conforms to the provided schema:\n",
      "\n",
      "```json\n",
      "{\n",
      "  \"name\": \"Jambalaya\",\n",
      "  \"serving_size\": 4,\n",
      "  \"ingredients\": [\n",
      "    {\n",
      "      \"id\": 1,\n",
      "      \"name\": \"Cayenne\",\n",
      "      \"quantity\": 0.25,\n",
      "      \"unit\": \"teaspoon\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 2,\n",
      "      \"name\": \"White Pepper\",\n",
      "      \"quantity\": 0.75,\n",
      "      \"unit\": \"teaspoon\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 3,\n",
      "      \"name\": \"Kosher Salt\",\n",
      "      \"quantity\": 1,\n",
      "      \"unit\": \"teaspoon\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 4,\n",
      "      \"name\": \"Thyme\",\n",
      "      \"quantity\": 0.25,\n",
      "      \"unit\": \"teaspoon\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 5,\n",
      "      \"name\": \"Rubbed Sage\",\n",
      "      \"quantity\": 0.5,\n",
      "      \"unit\": \"teaspoon\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 6,\n",
      "      \"name\": \"Dried Basil\",\n",
      "      \"quantity\": 0.25,\n",
      "      \"unit\": \"teaspoon\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 7,\n",
      "      \"name\": \"Black Pepper\",\n",
      "      \"quantity\": 0.5,\n",
      "      \"unit\": \"teaspoon\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 8,\n",
      "      \"name\": \"Unsalted Butter\",\n",
      "      \"quantity\": 1,\n",
      "      \"unit\": \"tablespoon\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 9,\n",
      "      \"name\": \"Andouille (or Chorizo) sausage\",\n",
      "      \"quantity\": 0.5,\n",
      "      \"unit\": \"cup\",\n",
      "      \"note\": \"diced\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 10,\n",
      "      \"name\": \"Onion\",\n",
      "      \"quantity\": 0.5,\n",
      "      \"unit\": \"cup\",\n",
      "      \"note\": \"diced\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 11,\n",
      "      \"name\": \"Bell Pepper\",\n",
      "      \"quantity\": 0.5,\n",
      "      \"unit\": \"cup\",\n",
      "      \"note\": \"diced\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 12,\n",
      "      \"name\": \"Celery\",\n",
      "      \"quantity\": 0.5,\n",
      "      \"unit\": \"cup\",\n",
      "      \"note\": \"diced\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 13,\n",
      "      \"name\": \"Fresh Tomatoes\",\n",
      "      \"quantity\": 0.5,\n",
      "      \"unit\": \"cup\",\n",
      "      \"note\": \"diced\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 14,\n",
      "      \"name\": \"Tomato Sauce\",\n",
      "      \"quantity\": 0.5,\n",
      "      \"unit\": \"cup\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 15,\n",
      "      \"name\": \"Enriched Long Grain Rice\",\n",
      "      \"quantity\": 3/4,\n",
      "      \"unit\": \"cup\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 16,\n",
      "      \"name\": \"Chicken Stock\",\n",
      "      \"quantity\": 1.25,\n",
      "      \"unit\": \"cup\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 17,\n",
      "      \"name\": \"Worcestershire Sauce\",\n",
      "      \"quantity\": 1,\n",
      "      \"unit\": \"tablespoon\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 18,\n",
      "      \"name\": \"Garlic\",\n",
      "      \"quantity\": 2,\n",
      "      \"unit\": \"tablespoon\",\n",
      "      \"note\": \"minced\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 19,\n",
      "      \"name\": \"Chicken\",\n",
      "      \"quantity\": 0.5,\n",
      "      \"unit\": \"cup\",\n",
      "      \"note\": \"diced (cooked or raw)\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 20,\n",
      "      \"name\": \"Shrimp\",\n",
      "      \"quantity\": 1.5,\n",
      "      \"unit\": \"cup\",\n",
      "      \"note\": \"medium, raw\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 21,\n",
      "      \"name\": \"Italian Parsley\",\n",
      "      \"quantity\": 0.25,\n",
      "      \"unit\": \"cup\",\n",
      "      \"note\": \"finely chopped\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 22,\n",
      "      \"name\": \"Green Onions\",\n",
      "      \"quantity\": 0.375,\n",
      "      \"unit\": \"cup\",\n",
      "      \"note\": \"finely sliced\"\n",
      "    }\n",
      "  ],\n",
      "  \"steps\": [\n",
      "    {\n",
      "      \"number\": 1,\n",
      "      \"description\": \"Mix together the seasoning mix (herbs, salt, pepper).\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [1, 2, 3, 4, 5, 6, 7]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 2,\n",
      "      \"description\": \"Mix together the Holy Trinity (onion, celery, bell pepper).\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [10, 11, 12]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 3,\n",
      "      \"description\": \"In a Cast Iron Dutch Oven, melt the butter over medium heat, add the Andouille and cook until it starts to brown.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": 5,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [8, 9]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 4,\n",
      "      \"description\": \"Add 1/2 of the Holy Trinity, cook until the vegetables are tender.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": 5,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [10, 11, 12]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 5,\n",
      "      \"description\": \"Add the diced tomatoes and cook for one minute.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": 1,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [13]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 6,\n",
      "      \"description\": \"Add the tomato sauce and cook for another minute.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": 1,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [14]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 7,\n",
      "      \"description\": \"Add the rice and cook for 2 minutes, stirring constantly.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": 2,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [15]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 8,\n",
      "      \"description\": \"Add the stock, remaining Holy Trinity, seasoning mix, Worcestershire, and the garlic.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [16, 10, 11, 12, 1, 2, 3, 7, 17, 18]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 9,\n",
      "      \"description\": \"Taste the broth for seasoning, particularly salt.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": []\n",
      "    },\n",
      "    {\n",
      "      \"number\": 10,\n",
      "      \"description\": \"Add the chicken, stir well and put the pot in the preheated oven. Bake uncovered for 25 minutes.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": 25,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [19]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 11,\n",
      "      \"description\": \"Stir in the raw shrimp, parsley, and green onions - place back into oven for another 10 minutes (or until the shrimp is cooked through).\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": 10,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [20, 21, 22]\n",
      "    }\n",
      "  ],\n",
      "  \"total_preparation_time\": {\n",
      "    \"min\": 15,\n",
      "    \"max\": 20\n",
      "  },\n",
      "  \"total_cooking_time\": {\n",
      "    \"min\": 56,\n",
      "    \"max\": 60\n",
      "  },\n",
      "  \"total_waiting_time\": {\n",
      "    \"min\": 35,\n",
      "    \"max\": 40\n",
      "  },\n",
      "  \"comments\": [],\n",
      "  \"inference_assumptions\": [\n",
      "    \"Assumed that the recipe serves 4 people\",\n",
      "    \"Assumed that the `1` in `1 1/2` was a typo and corrected it to `1/2`\",\n",
      "    \"Assumed that the Cast Iron Dutch Oven is preheated to the required temperature before adding the ingredients\",\n",
      "    \"Assumed that the chicken is already cooked if raw\"\n",
      "  ]\n",
      "}\n",
      "```\n",
      "Here is a breakdown of the total time:\n",
      "\n",
      "* Preparation time: 15-20 minutes (time spent on mixing the ingredients and chopping the vegetables)\n",
      "* Cooking time: 56-60 minutes (time spent on cooking the ingredients in the Dutch Oven and baking in the oven)\n",
      "* Waiting time: 35-40 minutes (time spent on waiting for the ingredients to cook and rest)\n",
      "\n",
      "Note: The preparation time, cooking time, and waiting time are estimates and can vary depending on the individual's cooking speed and the equipment used.\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Retrying langchain_mistralai.chat_models.acompletion_with_retry.<locals>._completion_with_retry in 4.0 seconds as it raised ReadError: .\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Error in parsing Failed to parse Recipe from completion {\"name\": \"Meatballs and Tomato Sauce over Spaghetti\", \"serving_size\": 4, \"ingredients\": [{\"id\": 1, \"name\": \"sweet yellow onion\", \"quantity\": 0.5, \"unit\": \"cup\"}, {\"id\": 2, \"name\": \"garlic\", \"quantity\": 3, \"unit\": \"cloves\"}, {\"id\": 3, \"name\": \"carrots\", \"quantity\": 1, \"unit\": \"cup\"}, {\"id\": 4, \"name\": \"cremini brown mushrooms\", \"quantity\": 1, \"unit\": \"cup\"}, {\"id\": 5, \"name\": \"Italian plum tomatoes\", \"quantity\": 28, \"unit\": \"oz.\"}, {\"id\": 6, \"name\": \"fresh Italian parsley\", \"quantity\": 0.25, \"unit\": \"cup\"}, {\"id\": 7, \"name\": \"fresh basil\", \"quantity\": 0.25, \"unit\": \"cup\"}, {\"id\": 8, \"name\": \"tomato paste\", \"quantity\": 3, \"unit\": \"tbsp.\"}, {\"id\": 9, \"name\": \"Parmesan-Romano cheese blend\", \"quantity\": 0.25, \"unit\": \"cup\"}, {\"id\": 10, \"name\": \"red wine (optional)\", \"quantity\": null, \"unit\": null}, {\"id\": 11, \"name\": \"ground beef\", \"quantity\": 1, \"unit\": \"lb.\"}, {\"id\": 12, \"name\": \"fresh bulk Italian style pork sausage\", \"quantity\": 0.5, \"unit\": \"lb.\"}, {\"id\": 13, \"name\": \"unseasoned breadcrumbs\", \"quantity\": 0.75, \"unit\": \"cup\"}, {\"id\": 14, \"name\": \"dry spaghetti\", \"quantity\": 1.5, \"unit\": \"lb.\"}], \"steps\": [{\"number\": 1, \"description\": \"Heat olive oil in a 4 to 5 quart pot on medium-high heat.\", \"preparation_time\": null, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 15, \"name\": \"olive oil\"}]}, {\"number\": 2, \"description\": \"Add onions and cook for 2 minutes.\", \"preparation_time\": null, \"cooking_time\": 2, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 1, \"name\": \"sweet yellow onion\"}]}, {\"number\": 3, \"description\": \"Add garlic and cook for 30 seconds longer or until fragrant.\", \"preparation_time\": null, \"cooking_time\": 0.5, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 2, \"name\": \"garlic\"}]}, {\"number\": 4, \"description\": \"Add the carrots and mushrooms, and cook for 2 minutes.\", \"preparation_time\": null, \"cooking_time\": 2, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 3, \"name\": \"carrots\"}, {\"id\": 4, \"name\": \"cremini brown mushrooms\"}]}, {\"number\": 5, \"description\": \"Add the tomato paste, stir to blend, and cook for a minute longer.\", \"preparation_time\": null, \"cooking_time\": 1, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 8, \"name\": \"tomato paste\"}]}, {\"number\": 6, \"description\": \"Add the canned tomatoes, basil, and parsley.\", \"preparation_time\": null, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 5, \"name\": \"Italian plum tomatoes\"}, {\"id\": 6, \"name\": \"fresh Italian parsley\"}, {\"id\": 7, \"name\": \"fresh basil\"}]}, {\"number\": 7, \"description\": \"Mash and stir the tomatoes with a potato masher until the sauce starts to thicken, about 5 minutes over medium-high heat.\", \"preparation_time\": null, \"cooking_time\": 5, \"waiting_time\": null, \"used_ingredients\": []}, {\"number\": 8, \"description\": \"Reduce heat to low and simmer gently while preparing meatballs, stirring occasionally.\", \"preparation_time\": null, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": []}, {\"number\": 9, \"description\": \"In a large bowl, mix by hand the beef, Italian sausage, basil, parsley, mushrooms, eggs, breadcrumbs, cheese, and 2 tablespoons of salt and pepper.\", \"preparation_time\": null, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 11, \"name\": \"ground beef\"}, {\"id\": 12, \"name\": \"fresh bulk Italian style pork sausage\"}, {\"id\": 7, \"name\": \"fresh basil\"}, {\"id\": 6, \"name\": \"fresh Italian parsley\"}, {\"id\": 4, \"name\": \"cremini brown mushrooms\"}, {\"id\": 2, \"name\": \"garlic\"}, {\"id\": 13, \"name\": \"unseasoned breadcrumbs\"}, {\"id\": 9, \"name\": \"Parmesan-Romano cheese blend\"}]}, {\"number\": 10, \"description\": \"Do not overmix or the meatballs will be tough.\", \"preparation_time\": null, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": []}, {\"number\": 11, \"description\": \"Use small melon baller (or teaspoon) to form 1-inch round meatballs.\", \"preparation_time\": null, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": []}, {\"number\": 12, \"description\": \"Roll and compress into tight balls.\", \"preparation_time\": null, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": []}, {\"number\": 13, \"description\": \"In a separate wide, shallow pan, heat olive oil on medium-high heat.\", \"preparation_time\": null, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 15, \"name\": \"olive oil\"}]}, {\"number\": 14, \"description\": \"Brown meatballs on all sides for about 2-3 minutes.\", \"preparation_time\": null, \"cooking_time\": 2.5, \"waiting_time\": null, \"used_ingredients\": []}, {\"number\": 15, \"description\": \"Depending on the pan size, you may need to brown two batches of the meatballs. Cook them in a single layer; do not crowd the pan by stacking them.\", \"preparation_time\": null, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": []}, {\"number\": 16, \"description\": \"Do not overcook the meatballs; they will continue to cook in the sauce.\", \"preparation_time\": null, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": []}, {\"number\": 17, \"description\": \"Towards the end of browning the meatballs, add a little bit of red wine to deglaze the pan.\", \"preparation_time\": null, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 10, \"name\": \"red wine (optional)\"}]}, {\"number\": 18, \"description\": \"Add the cheese and red wine to the sauce and stir it in. Add 1 teaspoon of salt to taste.\", \"preparation_time\": null, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 9, \"name\": \"Parmesan-Romano cheese blend\"}, {\"id\": 10, \"name\": \"red wine (optional)\"}]}, {\"number\": 19, \"description\": \"Add meatballs and gently stir. Simmer the sauce and meatballs for 30-45 minutes while cooking the spaghetti, stirring occasionally.\", \"preparation_time\": null, \"cooking_time\": 30, \"waiting_time\": null, \"used_ingredients\": []}, {\"number\": 20, \"description\": \"Cook the pasta and optionally add 1/3 cup of pasta water to the sauce.\", \"preparation_time\": null, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 14, \"name\": \"dry spaghetti\"}]}, {\"number\": 21, \"description\": \"Place a thin layer of sauce on a plate. Add pasta, sauce and meatballs.\", \"preparation_time\": null, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": []}], \"total_preparation_time\": {\"min\": 15, \"max\": 20}, \"total_cooking_time\": {\"min\": 60, \"max\": 70}, \"total_waiting_time\": {\"min\": 30, \"max\": 45}, \"comments\": [], \"inference_assumptions\": [\"Assumed that the recipe serves 4 people\", \"Assumed that the `2 cans (28 oz.)` of Italian plum tomatoes refers to drained weight, not canned weight\"]}. Got: 22 validation errors for Recipe\n",
      "steps.0.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 15, 'name': 'olive oil'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.1.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 1, 'name': 'sweet yellow onion'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.2.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 2, 'name': 'garlic'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.3.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 3, 'name': 'carrots'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.3.used_ingredients.1\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 4, 'name': 'cremini brown mushrooms'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.4.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 8, 'name': 'tomato paste'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.5.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 5, 'name': 'Italian plum tomatoes'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.5.used_ingredients.1\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 6, 'name': 'fresh Italian parsley'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.5.used_ingredients.2\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 7, 'name': 'fresh basil'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.8.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 11, 'name': 'ground beef'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.8.used_ingredients.1\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 12, 'name': 'fresh...ian style pork sausage'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.8.used_ingredients.2\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 7, 'name': 'fresh basil'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.8.used_ingredients.3\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 6, 'name': 'fresh Italian parsley'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.8.used_ingredients.4\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 4, 'name': 'cremini brown mushrooms'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.8.used_ingredients.5\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 2, 'name': 'garlic'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.8.used_ingredients.6\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 13, 'name': 'unseasoned breadcrumbs'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.8.used_ingredients.7\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 9, 'name': 'Parmesan-Romano cheese blend'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.12.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 15, 'name': 'olive oil'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.16.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 10, 'name': 'red wine (optional)'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.17.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 9, 'name': 'Parmesan-Romano cheese blend'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.17.used_ingredients.1\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 10, 'name': 'red wine (optional)'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.19.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 14, 'name': 'dry spaghetti'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Retrying langchain_mistralai.chat_models.acompletion_with_retry.<locals>._completion_with_retry in 4.0 seconds as it raised ReadTimeout: .\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Error in parsing Invalid json output: Here is the recipe for Spicy Air Fryer Chicken Strips, formatted as a JSON instance that conforms to the provided schema:\n",
      "\n",
      "```json\n",
      "{\n",
      "  \"name\": \"Spicy Air Fryer Chicken Strips\",\n",
      "  \"serving_size\": 4,\n",
      "  \"ingredients\": [\n",
      "    {\n",
      "      \"id\": 1,\n",
      "      \"name\": \"raw chicken strips\",\n",
      "      \"quantity\": 1,\n",
      "      \"unit\": null\n",
      "    },\n",
      "    {\n",
      "      \"id\": 2,\n",
      "      \"name\": \"flour\",\n",
      "      \"quantity\": 1/2,\n",
      "      \"unit\": \"cup\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 3,\n",
      "      \"name\": \"spices\",\n",
      "      \"quantity\": 1.2,\n",
      "      \"unit\": \"teaspoon\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 4,\n",
      "      \"name\": \"egg\",\n",
      "      \"quantity\": 1,\n",
      "      \"unit\": null\n",
      "    },\n",
      "    {\n",
      "      \"id\": 5,\n",
      "      \"name\": \"bread crumbs\",\n",
      "      \"quantity\": 1,\n",
      "      \"unit\": \"cup\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 6,\n",
      "      \"name\": \"olive oil\",\n",
      "      \"quantity\": 1,\n",
      "      \"unit\": \"tablespoon\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 7,\n",
      "      \"name\": \"salt\",\n",
      "      \"quantity\": 0.5,\n",
      "      \"unit\": \"teaspoon\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 8,\n",
      "      \"name\": \"pepper\",\n",
      "      \"quantity\": 0.5,\n",
      "      \"unit\": \"teaspoon\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 9,\n",
      "      \"name\": \"cayenne or paprika\",\n",
      "      \"quantity\": 0.5,\n",
      "      \"unit\": \"teaspoon\"\n",
      "    }\n",
      "  ],\n",
      "  \"steps\": [\n",
      "    {\n",
      "      \"number\": 1,\n",
      "      \"description\": \"In a plate, mix the spices into the flour.\",\n",
      "      \"preparation_time\": 1,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [3, 2]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 2,\n",
      "      \"description\": \"Dip the chicken into the flour one strip at a time, coating the entire surface.\",\n",
      "      \"preparation_time\": 5,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [1, 2]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 3,\n",
      "      \"description\": \"Dip the floured chicken into the eggwash.\",\n",
      "      \"preparation_time\": 2,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [1, 4]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 4,\n",
      "      \"description\": \"Press the chicken into the breadcrumbs, trying to pick up as much as possible.\",\n",
      "      \"preparation_time\": 3,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [1, 5]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 5,\n",
      "      \"description\": \"Repeat until all strips have been floured, egged, and breaded.\",\n",
      "      \"preparation_time\": 5,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [1, 2, 4, 5]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 6,\n",
      "      \"description\": \"Coat both sides of the tenders with a light amount of olive oil.\",\n",
      "      \"preparation_time\": 1,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [6, 1]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 7,\n",
      "      \"description\": \"Place the tenders into your air fryer, do not layer them on top of each other.\",\n",
      "      \"preparation_time\": 2,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [1]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 8,\n",
      "      \"description\": \"Set your air fryer to chicken mode and cook for 20 minutes at 360 degrees Fahrenheit.\",\n",
      "      \"preparation_time\": 1,\n",
      "      \"cooking_time\": 20,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [1]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 9,\n",
      "      \"description\": \"Serve with honey mustard for maximum effect.\",\n",
      "      \"preparation_time\": 1,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": []\n",
      "    }\n",
      "  ],\n",
      "  \"total_preparation_time\": {\n",
      "    \"min\": 21,\n",
      "    \"max\": 21\n",
      "  },\n",
      "  \"total_cooking_time\": {\n",
      "    \"min\": 20,\n",
      "    \"max\": 20\n",
      "  },\n",
      "  \"total_waiting_time\": {\n",
      "    \"min\": null,\n",
      "    \"max\": null\n",
      "  },\n",
      "  \"comments\": [],\n",
      "  \"inference_assumptions\": [\n",
      "    \"Assumed that the recipe serves 4 people\",\n",
      "    \"Assumed that the spices in the flour mixture are salt, pepper, and cayenne or paprika\",\n",
      "    \"Assumed that the eggwash is made from beaten eggs\",\n",
      "    \"Assumed that the chicken strips are raw and boneless\",\n",
      "    \"Assumed that the air fryer has a chicken mode and can cook at 360 degrees Fahrenheit\"\n",
      "  ]\n",
      "}\n",
      "```\n",
      "Here is a breakdown of the recipe:\n",
      "\n",
      "* Name: Spicy Air Fryer Chicken Strips\n",
      "* Serving size: 4\n",
      "* Ingredients:\n",
      "\t+ 1 lb raw chicken strips\n",
      "\t+ 1/2 cup flour\n",
      "\t+ 1.2 tsp spices (salt, pepper, cayenne or paprika)\n",
      "\t+ 1 egg\n",
      "\t+ 1 cup bread crumbs\n",
      "\t+ 1 tbsp olive oil\n",
      "\t+ 0.5 tsp salt\n",
      "\t+ 0.5 tsp pepper\n",
      "\t+ 0.5 tsp cayenne or paprika\n",
      "* Steps:\n",
      "\t1. In a plate, mix the spices into the flour. (Prep time: 1 min)\n",
      "\t2. Dip the chicken into the flour one strip at a time, coating the entire surface. (Prep time: 5 min)\n",
      "\t3. Dip the floured chicken into the eggwash. (Prep time: 2 min)\n",
      "\t4. Press the chicken into the breadcrumbs, trying to pick up as much as possible. (Prep time: 3 min)\n",
      "\t5. Repeat until all strips have been floured, egged, and breaded. (Prep time: 5 min)\n",
      "\t6. Coat both sides of the tenders with a light amount of olive oil. (Prep time: 1 min)\n",
      "\t7. Place the tenders into your air fryer, do not layer them on top of each other. (Prep time: 2 min)\n",
      "\t8. Set your air fryer to chicken mode and cook for 20 minutes at 360 degrees Fahrenheit. (Cooking time: 20 min)\n",
      "\t9. Serve with honey mustard for maximum effect. (Prep time: 1 min)\n",
      "* Total preparation time: 21 minutes\n",
      "* Total cooking time: 20 minutes\n",
      "* Total waiting time: None\n",
      "* Comments: None\n",
      "* Inference assumptions:\n",
      "\t+ Assumed that the recipe serves 4 people\n",
      "\t+ Assumed that the spices in the flour mixture are salt, pepper, and cayenne or paprika\n",
      "\t+ Assumed that the eggwash is made from beaten eggs\n",
      "\t+ Assumed that the chicken strips are raw and boneless\n",
      "\t+ Assumed that the air fryer has a chicken mode and can cook at 360 degrees Fahrenheit\n",
      "Error in parsing Invalid json output: Here is the recipe for Vietnamese-style coleslaw, formatted as a JSON instance that conforms to the provided schema:\n",
      "\n",
      "```json\n",
      "{\n",
      "  \"name\": \"Vietnamese-style coleslaw\",\n",
      "  \"serving_size\": 4,\n",
      "  \"ingredients\": [\n",
      "    {\n",
      "      \"id\": 1,\n",
      "      \"name\": \"mayonnaise\",\n",
      "      \"quantity\": 3/4,\n",
      "      \"unit\": \"cup\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 2,\n",
      "      \"name\": \"buttermilk\",\n",
      "      \"quantity\": 1/2,\n",
      "      \"unit\": \"cup\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 3,\n",
      "      \"name\": \"lemon juice\",\n",
      "      \"quantity\": 3,\n",
      "      \"unit\": \"tablespoon\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 4,\n",
      "      \"name\": \"apple cider vinegar\",\n",
      "      \"quantity\": 3,\n",
      "      \"unit\": \"tablespoon\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 5,\n",
      "      \"name\": \"distilled vinegar\",\n",
      "      \"quantity\": 4,\n",
      "      \"unit\": \"tablespoon\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 6,\n",
      "      \"name\": \"olive oil\",\n",
      "      \"quantity\": 1/3,\n",
      "      \"unit\": \"cup\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 7,\n",
      "      \"name\": \"granulated sugar\",\n",
      "      \"quantity\": 1/4,\n",
      "      \"unit\": \"cup\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 8,\n",
      "      \"name\": \"kosher salt\",\n",
      "      \"quantity\": 1.5,\n",
      "      \"unit\": \"teaspoon\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 9,\n",
      "      \"name\": \"ground black pepper\",\n",
      "      \"quantity\": 1,\n",
      "      \"unit\": \"teaspoon\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 10,\n",
      "      \"name\": \"celery seeds\",\n",
      "      \"quantity\": 1,\n",
      "      \"unit\": \"teaspoon\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 11,\n",
      "      \"name\": \"onion powder\",\n",
      "      \"quantity\": 1/2,\n",
      "      \"unit\": \"teaspoon\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 12,\n",
      "      \"name\": \"granulated garlic\",\n",
      "      \"quantity\": 1/4,\n",
      "      \"unit\": \"teaspoon\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 13,\n",
      "      \"name\": \"green cabbage\",\n",
      "      \"quantity\": 1,\n",
      "      \"unit\": \"head\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 14,\n",
      "      \"name\": \"carrot\",\n",
      "      \"quantity\": 1,\n",
      "      \"unit\": \"large\"\n",
      "    }\n",
      "  ],\n",
      "  \"steps\": [\n",
      "    {\n",
      "      \"number\": 1,\n",
      "      \"description\": \"Finely shred, rinse, and drain the carrot\",\n",
      "      \"preparation_time\": 10,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [14]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 2,\n",
      "      \"description\": \"Finely shred the cabbage (use a food processor if possible)\",\n",
      "      \"preparation_time\": 10,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [13]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 3,\n",
      "      \"description\": \"Whisk together the mayonnaise, buttermilk, lemon juice, cider vinegar, distilled vinegar, olive oil, and sugar\",\n",
      "      \"preparation_time\": 5,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [1, 2, 3, 4, 5, 6, 7]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 4,\n",
      "      \"description\": \"Add the salt, pepper, celery seeds, onion powder, and granulated garlic, and combine well\",\n",
      "      \"preparation_time\": 2,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [8, 9, 10, 11, 12]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 5,\n",
      "      \"description\": \"Combine the shredded cabbage and carrot in a separate bowl\",\n",
      "      \"preparation_time\": 2,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [13, 14]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 6,\n",
      "      \"description\": \"Slowly add the dressing until it lightly coats the vegetables, and toss well. Add more dressing until it tastes good\",\n",
      "      \"preparation_time\": 5,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 7,\n",
      "      \"description\": \"Refrigerate for at least an hour before serving\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": 60,\n",
      "      \"used_ingredients\": []\n",
      "    }\n",
      "  ],\n",
      "  \"total_preparation_time\": {\n",
      "    \"min\": 44,\n",
      "    \"max\": 44\n",
      "  },\n",
      "  \"total_cooking_time\": {\n",
      "    \"min\": null,\n",
      "    \"max\": null\n",
      "  },\n",
      "  \"total_waiting_time\": {\n",
      "    \"min\": 60,\n",
      "    \"max\": 60\n",
      "  },\n",
      "  \"comments\": [],\n",
      "  \"inference_assumptions\": [\n",
      "    \"Assumed that the recipe serves 4 people\",\n",
      "    \"Assumed that the `large` carrot is equivalent to 1.5 cups of shredded carrot\",\n",
      "    \"Assumed that the `large` head of cabbage is equivalent to 8 cups of shredded cabbage\"\n",
      "  ]\n",
      "}\n",
      "```\n",
      "Here is a breakdown of the recipe's total time:\n",
      "\n",
      "* Preparation time: 44 minutes (sum of the preparation times of all steps)\n",
      "* Cooking time: 0 minutes (none of the steps require cooking)\n",
      "* Waiting time: 60 minutes (refrigeration time)\n",
      "\n",
      "Therefore, the total time for this recipe is 1 hour and 44 minutes.\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Retrying langchain_mistralai.chat_models.acompletion_with_retry.<locals>._completion_with_retry in 4.0 seconds as it raised ReadTimeout: .\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Error in parsing Invalid json output: Here is the recipe for Apple Pie in the required JSON format:\n",
      "\n",
      "```json\n",
      "{\n",
      "  \"name\": \"Apple Pie\",\n",
      "  \"serving_size\": 8,\n",
      "  \"ingredients\": [\n",
      "    {\n",
      "      \"id\": 1,\n",
      "      \"name\": \"golden delicious apples\",\n",
      "      \"quantity\": 900,\n",
      "      \"unit\": \"g\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 2,\n",
      "      \"name\": \"lemon juice\",\n",
      "      \"quantity\": 15,\n",
      "      \"unit\": \"g\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 3,\n",
      "      \"name\": \"white sugar\",\n",
      "      \"quantity\": 50,\n",
      "      \"unit\": \"g\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 4,\n",
      "      \"name\": \"brown sugar\",\n",
      "      \"quantity\": 65,\n",
      "      \"unit\": \"g\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 5,\n",
      "      \"name\": \"cinnamon\",\n",
      "      \"quantity\": 5,\n",
      "      \"unit\": \"g\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 6,\n",
      "      \"name\": \"nutmeg\",\n",
      "      \"quantity\": 1-2,\n",
      "      \"unit\": \"g\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 7,\n",
      "      \"name\": \"cornstarch\",\n",
      "      \"quantity\": 15,\n",
      "      \"unit\": \"g\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 8,\n",
      "      \"name\": \"ice water\",\n",
      "      \"quantity\": 15,\n",
      "      \"unit\": \"g\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 9,\n",
      "      \"name\": \"butter\",\n",
      "      \"quantity\": 226,\n",
      "      \"unit\": \"g\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 10,\n",
      "      \"name\": \"flour\",\n",
      "      \"quantity\": 350,\n",
      "      \"unit\": \"g\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 11,\n",
      "      \"name\": \"salt\",\n",
      "      \"quantity\": 5,\n",
      "      \"unit\": \"g\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 12,\n",
      "      \"name\": \"egg\",\n",
      "      \"quantity\": 1,\n",
      "      \"unit\": \"unit\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 13,\n",
      "      \"name\": \"water\",\n",
      "      \"quantity\": 15,\n",
      "      \"unit\": \"g\"\n",
      "    }\n",
      "  ],\n",
      "  \"steps\": [\n",
      "    {\n",
      "      \"number\": 1,\n",
      "      \"description\": \"Peel and cut the apples into 1-2 inch strips\",\n",
      "      \"preparation_time\": 10,\n",
      "      \"used_ingredients\": [1]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 2,\n",
      "      \"description\": \"Put the apples in a bowl and mix in the lemon juice, sugar, cinnamon, nutmeg, and cornstarch and let it sit for 15 mins to release water\",\n",
      "      \"preparation_time\": 5,\n",
      "      \"used_ingredients\": [1, 2, 3, 4, 5, 6, 7]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 3,\n",
      "      \"description\": \"Transfer the filling mixture to a sauce pan and reduce the liquid over medium to low heat for around 15 mins, stirring regularly, then turn off the gas\",\n",
      "      \"cooking_time\": 15,\n",
      "      \"used_ingredients\": [1, 2, 3, 4, 5, 6, 7]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 4,\n",
      "      \"description\": \"Start the crust by putting the flour, salt, sugar, and pieces of butter in a food processor\",\n",
      "      \"preparation_time\": 5,\n",
      "      \"used_ingredients\": [9, 10, 11]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 5,\n",
      "      \"description\": \"Run the food processor until it resembles a coarse sand (5-10 seconds) then start dripping in the ice water until the mixture starts to chunk together\",\n",
      "      \"preparation_time\": 5,\n",
      "      \"used_ingredients\": [9, 10, 11]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 6,\n",
      "      \"description\": \"You'll know when it's done if you can pinch the dough with your hand and it sticks together\",\n",
      "      \"preparation_time\": 5,\n",
      "      \"used_ingredients\": [9, 10, 11]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 7,\n",
      "      \"description\": \"Preheat oven to 350°F\",\n",
      "      \"preparation_time\": 5,\n",
      "      \"comments\": [\"Make sure the oven rack is in the center position\"]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 8,\n",
      "      \"description\": \"Cut the dough in half and roll both halves out with a rolling pin until they are big enough to cover your pie pan (around 9 inch diameter)\",\n",
      "      \"preparation_time\": 10,\n",
      "      \"used_ingredients\": [9, 10]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 9,\n",
      "      \"description\": \"Put the bottom half dough into the pie pan and cut off the excess dough with a knife\",\n",
      "      \"preparation_time\": 5,\n",
      "      \"used_ingredients\": [9, 10]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 10,\n",
      "      \"description\": \"Dump the sauce pan full of the filling into the pie pan and even it out\",\n",
      "      \"preparation_time\": 5,\n",
      "      \"used_ingredients\": [1]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 11,\n",
      "      \"description\": \"Cover the pie filling with the top dough and fold over and tuck in the excess crust\",\n",
      "      \"preparation_time\": 5,\n",
      "      \"used_ingredients\": [9, 10]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 12,\n",
      "      \"description\": \"Use a fork or your fingers to pinch down the top crust to the bottom crust so you don't have air gaps\",\n",
      "      \"preparation_time\": 5,\n",
      "      \"used_ingredients\": [9, 10]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 13,\n",
      "      \"description\": \"Optionally you can now brush on the egg wash to make the crust get a shiny golden brown color when it cooks\",\n",
      "      \"preparation_time\": 5,\n",
      "      \"used_ingredients\": [12, 13]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 14,\n",
      "      \"description\": \"Cut a few slits in the top crust with a knife to give it a nice design and allow for air to release\",\n",
      "      \"preparation_time\": 5,\n",
      "      \"used_ingredients\": [10]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 15,\n",
      "      \"description\": \"Bake 45 minutes at 350°F or until the crust is brown to your liking and the apples are bubbling inside\",\n",
      "      \"cooking_time\": 45,\n",
      "      \"used_ingredients\": [9, 10]\n",
      "    }\n",
      "  ],\n",
      "  \"total_preparation_time\": {\n",
      "    \"min\": 80,\n",
      "    \"max\": 85\n",
      "  },\n",
      "  \"total_cooking_time\": {\n",
      "    \"min\": 45,\n",
      "    \"max\": 45\n",
      "  },\n",
      "  \"total_waiting_time\": {\n",
      "    \"min\": 15,\n",
      "    \"max\": 15\n",
      "  }\n",
      "}\n",
      "```\n",
      "The total preparation time is estimated to be between 80 and 85 minutes, the total cooking time is 45 minutes, and the total waiting time is 15 minutes. These estimates are based on the sum of the preparation, cooking, and waiting times specified in each step.\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Retrying langchain_mistralai.chat_models.acompletion_with_retry.<locals>._completion_with_retry in 4.0 seconds as it raised ReadTimeout: .\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Error in parsing Failed to parse Recipe from completion {\"$schema\": \"http://json-schema.org/draft-07/schema#\", \"type\": \"object\", \"properties\": {\"name\": {\"title\": \"The name of the recipe\", \"type\": \"string\", \"description\": \"Tuna Salad\", \"inference_assumptions\": [\"Assumed that the recipe is for a single serving\"]}, \"serving_size\": {\"type\": \"integer\", \"default\": 1, \"description\": \"The number of servings the recipe makes\"}, \"ingredients\": {\"type\": \"array\", \"items\": {\"$ref\": \"#/$defs/Ingredient\"}, \"default\": [{\"id\": 1, \"name\": \"white tuna\", \"quantity\": 7, \"unit\": \"oz\"}, {\"id\": 2, \"name\": \"mayonnaise\", \"quantity\": 6, \"unit\": \"tablespoons\"}, {\"id\": 3, \"name\": \"sweet pickle relish\", \"quantity\": 1, \"unit\": \"tablespoons\"}, {\"id\": 4, \"name\": \"garlic powder\", \"quantity\": null, \"unit\": \"optional\"}, {\"id\": 5, \"name\": \"white vinegar or lemon juice\", \"quantity\": 2, \"unit\": \"tablespoons (optional)\"}, {\"id\": 6, \"name\": \"shredded cheese\", \"quantity\": 1, \"unit\": \"cup (optional)\"}, {\"id\": 7, \"name\": \"hard-boiled egg\", \"quantity\": 1, \"unit\": \"unit (optional)\"}]}, \"steps\": {\"type\": \"array\", \"items\": {\"$ref\": \"#/$defs/Step\"}, \"default\": [{\"number\": 1, \"description\": \"In a medium bowl, stir together tuna, mayonnaise, and relish.\", \"preparation_time\": 5, \"used_ingredients\": [1, 2, 3]}, {\"number\": 2, \"description\": \"Add optional ingredients like vinegar, cheese or hard-boiled eggs if wanted.\", \"preparation_time\": 5, \"used_ingredients\": [4, 5, 6, 7]}, {\"number\": 3, \"description\": \"Season with garlic powder, salt, and pepper if wanted.\", \"preparation_time\": 5, \"used_ingredients\": [4]}]}, \"total_preparation_time\": {\"anyOf\": [{\"type\": \"number\"}, {\"$ref\": \"#/$defs/Range\"}], \"default\": 15, \"description\": \"The total preparation time (in minutes) for the recipe\\n        Must be consistent with the preparation time of the steps.\\n        \"}, \"total_cooking_time\": {\"anyOf\": [{\"type\": \"number\"}, {\"$ref\": \"#/$defs/Range\"}], \"default\": null, \"description\": \"The total cooking time (in minutes) for the recipe.\\n        Must be consistent with the preparation time of the steps.\\n        \"}, \"total_waiting_time\": {\"anyOf\": [{\"type\": \"number\"}, {\"$ref\": \"#/$defs/Range\"}], \"default\": null, \"description\": \"The total waiting time (in minutes) for the recipe.\\n        Must be consistent with the preparation time of the steps.\\n        \"}, \"comments\": {\"type\": \"array\", \"items\": {\"type\": \"string\"}, \"default\": []}, \"inference_assumptions\": {\"type\": \"array\", \"items\": {\"type\": \"string\"}, \"default\": [\"Assumed that the recipe is for a single serving\"]}}, \"$defs\": {\"Ingredient\": {\"description\": \"Ingredient schema\", \"properties\": {\"id\": {\"description\": \"Randomly generated unique identifier of the ingredient\", \"examples\": [1, 2, 3, 4, 5, 6], \"title\": \"Id\", \"type\": \"integer\"}, \"name\": {\"description\": \"The name of the ingredient\", \"examples\": [\"flour\", \"sugar\", \"salt\"], \"title\": \"Name\", \"type\": \"string\"}, \"quantity\": {\"anyOf\": [{\"type\": \"number\"}, {\"type\": \"null\"}], \"default\": null, \"description\": \"The quantity of the ingredient\", \"examples\": [200, 4, 0.5, 1, 1, 1], \"title\": \"Quantity\"}, \"unit\": {\"anyOf\": [{\"type\": \"string\"}, {\"type\": \"null\"}], \"default\": null, \"description\": \"The unit in which the quantity is specified\", \"examples\": [\"ml\", \"unit\", \"l\", \"unit\", \"teaspoon\", \"tablespoon\"], \"title\": \"Unit\"}}, \"required\": [\"id\", \"name\"], \"title\": \"Ingredient\", \"type\": \"object\"}, \"Range\": {\"description\": \"Range schema\", \"properties\": {\"min\": {\"anyOf\": [{\"type\": \"number\"}, {\"type\": \"null\"}], \"default\": null, \"description\": \"The start of the range\", \"examples\": [1, 2, 3, 4, 5, 6], \"title\": \"Min\"}, \"max\": {\"anyOf\": [{\"type\": \"number\"}, {\"type\": \"null\"}], \"default\": null, \"description\": \"The end of the range\", \"examples\": [1, 2, 3, 4, 5, 6], \"title\": \"Max\"}}, \"title\": \"Range\", \"type\": \"object\"}, \"Step\": {\"properties\": {\"number\": {\"anyOf\": [{\"type\": \"integer\"}, {\"type\": \"null\"}], \"default\": null, \"description\": \"The position of the step in the recipe\", \"examples\": [1, 2, 3, 4, 5, 6], \"title\": \"Number\"}, \"description\": {\"description\": \"The action that needs to be performed during that step\", \"examples\": [\"Preheat the oven to 180\\u00b0C\", \"Mix the flour and sugar in a bowl\", \"Add the eggs and mix well\", \"Pour the batter into a greased cake tin\", \"Bake for 30 minutes\", \"Let the cake cool down before serving\"], \"title\": \"Description\", \"type\": \"string\"}, \"preparation_time\": {\"anyOf\": [{\"type\": \"number\"}, {\"$ref\": \"#/$defs/Range\"}, {\"type\": \"null\"}], \"default\": null, \"description\": \"The time (in minutes) spent preparing the ingredients mentioned in the step description if any.\", \"examples\": [5, 10, 15, 20, 25, 30], \"title\": \"Preparation Time\"}, \"cooking_time\": {\"anyOf\": [{\"type\": \"number\"}, {\"$ref\": \"#/$defs/Range\"}, {\"type\": \"null\"}], \"default\": null, \"description\": \"The time (in minutes) that we have to cook, bake or heat the ingredients mentioned in the step description if any.\", \"examples\": [5, 10, 15, 20, 25, 30], \"title\": \"Cooking Time\"}, \"waiting_time\": {\"anyOf\": [{\"type\": \"number\"}, {\"$ref\": \"#/$defs/Range\"}, {\"type\": \"null\"}], \"default\": null, \"description\": \"The time (in minutes) that we have to let the mixture of ingredients rest or cool down in the fridge for example.\\n        Only if the step description mentions it.\\n        \", \"examples\": [5, 10, 15, 20, 25, 30], \"title\": \"Waiting Time\"}, \"used_ingredients\": {\"default\": [], \"description\": \"The list of ingredient ids used in the step\", \"examples\": [[1, 2], [3, 4], [5, 6], [7, 8], [9, 10], [11, 12]], \"items\": {\"type\": \"integer\"}, \"title\": \"Used Ingredients\", \"type\": \"array\"}}, \"required\": [\"description\"], \"title\": \"Step\", \"type\": \"object\"}}}. Got: 1 validation error for Recipe\n",
      "name\n",
      "  Field required [type=missing, input_value={'$schema': 'http://json-...ep', 'type': 'object'}}}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/missing\n",
      "Error in parsing Invalid json output: Here is the recipe for Bolo do Caco, a sweet potato bread from the Madeira Islands, in JSON format that conforms to the provided schema:\n",
      "```json\n",
      "{\n",
      "  \"name\": \"Bolo do Caco\",\n",
      "  \"serving_size\": 8,\n",
      "  \"ingredients\": [\n",
      "    {\n",
      "      \"id\": 1,\n",
      "      \"name\": \"sweet potato\",\n",
      "      \"quantity\": 1.75,\n",
      "      \"unit\": \"lb\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 2,\n",
      "      \"name\": \"all-purpose flour\",\n",
      "      \"quantity\": 8,\n",
      "      \"unit\": \"cups\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 3,\n",
      "      \"name\": \"water\",\n",
      "      \"quantity\": 2/3,\n",
      "      \"unit\": \"cup\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 4,\n",
      "      \"name\": \"active dry yeast\",\n",
      "      \"quantity\": 3,\n",
      "      \"unit\": \"tablespoons\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 5,\n",
      "      \"name\": \"salt\",\n",
      "      \"quantity\": 3,\n",
      "      \"unit\": \"teaspoons\"\n",
      "    }\n",
      "  ],\n",
      "  \"steps\": [\n",
      "    {\n",
      "      \"number\": 1,\n",
      "      \"description\": \"Peel the sweet potatoes and cut them into large pieces.\",\n",
      "      \"preparation_time\": 10,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [1]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 2,\n",
      "      \"description\": \"Place the sweet potato pieces in a saucepan and cover them with water.\",\n",
      "      \"preparation_time\": 5,\n",
      "      \"cooking_time\": 20,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [1]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 3,\n",
      "      \"description\": \"Bring the water to a boil and cook the sweet potatoes covered for 20 minutes over medium-high heat.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": 20,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [1]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 4,\n",
      "      \"description\": \"Drain the sweet potatoes and mash them.\",\n",
      "      \"preparation_time\": 5,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [1]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 5,\n",
      "      \"description\": \"Add salt to the mashed sweet potatoes.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [1, 5]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 6,\n",
      "      \"description\": \"Mix the yeast and water and let it stand for 10 minutes.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": 10,\n",
      "      \"used_ingredients\": [3, 4]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 7,\n",
      "      \"description\": \"Pour the flour into a large salad bowl.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [2]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 8,\n",
      "      \"description\": \"Dig a well in the center of the flour and add the mashed sweet potatoes and yeast.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [1, 2, 3, 4, 5]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 9,\n",
      "      \"description\": \"Knead the mixture to obtain a homogeneous and elastic dough.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": 3*24*60,\n",
      "      \"used_ingredients\": [1, 2, 3, 4, 5]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 10,\n",
      "      \"description\": \"Divide the dough into 8 to 10 pieces of equal weight on a work surface dusted with flour.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [1, 2, 5]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 11,\n",
      "      \"description\": \"Form balls and flatten them to a thickness of about 1 inch (2,5cm).\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": 30,\n",
      "      \"used_ingredients\": [1, 2, 5]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 12,\n",
      "      \"description\": \"Heat a dry pan over medium-high heat and cook the bolos do caco on both sides until a thin and slightly hard crust is formed. Turn them over very regularly.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": 5*2,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [1, 2, 5]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 13,\n",
      "      \"description\": \"Then take each bolo do caco with tongs and turn them around on the hot pan to bake the sides.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": 2*2,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [1, 2, 5]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 14,\n",
      "      \"description\": \"Serve warm or lukewarm with salted butter and parsley.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [1, 2, 5]\n",
      "    }\n",
      "  ],\n",
      "  \"total_preparation_time\": {\n",
      "    \"min\": 105,\n",
      "    \"max\": 110\n",
      "  },\n",
      "  \"total_cooking_time\": {\n",
      "    \"min\": 14,\n",
      "    \"max\": 14\n",
      "  },\n",
      "  \"total_waiting_time\": {\n",
      "    \"min\": 1440,\n",
      "    \"max\": 1440\n",
      "  },\n",
      "  \"comments\": [],\n",
      "  \"inference_assumptions\": [\n",
      "    \"Assumed that the recipe is for a single serving of bolos do caco\",\n",
      "    \"Assumed that the `warm at 75F / 35C` for the water temperature is not necessary to specify\"\n",
      "  ]\n",
      "}\n",
      "```\n",
      "Here is a breakdown of the total time:\n",
      "\n",
      "* Preparation time: 10 minutes (peeling and cutting sweet potatoes), 5 minutes (mixing yeast and water), 5 minutes (draining and mashing sweet potatoes), 5 minutes (kneading the dough), 5 minutes (dividing and shaping the dough), 30 minutes (resting the dough), 5 minutes (cooking the bread), 2 minutes (turning the bread) = 75 minutes\n",
      "* Cooking time: 20 minutes (boiling the sweet potatoes), 2 minutes (cooking each side of the bread), 2 minutes (baking the sides) = 24 minutes\n",
      "* Waiting time: 3 days (fermenting the dough) = 1440 minutes or 24 hours\n",
      "\n",
      "Note that the preparation time includes some time for the yeast to activate, which is why it is longer than the sum of the individual preparation steps. Also, the waiting time is much longer than the preparation and cooking times combined, as the dough needs to ferment for several days before it can be shaped and cooked.\n",
      "Error in parsing Invalid json output: Here is the recipe for Chicken Curry with Spinach in the requested JSON format:\n",
      "\n",
      "```json\n",
      "{\n",
      "  \"name\": \"Chicken Curry with Spinach\",\n",
      "  \"serving_size\": 4,\n",
      "  \"ingredients\": [\n",
      "    {\n",
      "      \"id\": 1,\n",
      "      \"name\": \"chicken breast\",\n",
      "      \"quantity\": 500,\n",
      "      \"unit\": \"g\" or \"lbs\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 2,\n",
      "      \"name\": \"virgin olive oil\",\n",
      "      \"quantity\": 100,\n",
      "      \"unit\": \"ml\" or \"cup\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 3,\n",
      "      \"name\": \"fresh tomatoes\",\n",
      "      \"quantity\": 10,\n",
      "      \"unit\": \"unit\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 4,\n",
      "      \"name\": \"medium sized onions\",\n",
      "      \"quantity\": 2,\n",
      "      \"unit\": \"unit\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 5,\n",
      "      \"name\": \"fresh spinach\",\n",
      "      \"quantity\": 250,\n",
      "      \"unit\": \"g\" or \"lbs\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 6,\n",
      "      \"name\": \"curry powder\",\n",
      "      \"quantity\": null,\n",
      "      \"unit\": \"unit\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 7,\n",
      "      \"name\": \"red chilies or red chili paste\",\n",
      "      \"quantity\": null,\n",
      "      \"unit\": \"unit\"\n",
      "    }\n",
      "  ],\n",
      "  \"steps\": [\n",
      "    {\n",
      "      \"number\": 1,\n",
      "      \"description\": \"Dice your onions, begin to fry in the pot at a medium-low temperature.\",\n",
      "      \"preparation_time\": 5,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [1, 2, 3]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 2,\n",
      "      \"description\": \"While the onions are cooking, dice the chicken into medium sized (1x1x1 inch pieces ideally) and fry along with the onions. Flip the chicken pieces regularly to prevent them from burning or overcooking.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [1, 2, 3]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 3,\n",
      "      \"description\": \"Add your desired amount of curry powder to the frying chicken. Too much may be too salty or overwhelming so be sure to not overdo it.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [1, 2, 3, 6]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 4,\n",
      "      \"description\": \"As the chicken cooks through, dump all of your tomatoes and extra ingredients into a food processor and turn it all into a thin tomato paste. Add the paste to the curry directly. If you do not wish to use a food processor you can skin the tomatoes and add them to the curry anyway.\",\n",
      "      \"preparation_time\": 10,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [1, 2, 3, 4, 5, 7]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 5,\n",
      "      \"description\": \"Add all of your wanted spinach, and don't be shy about doing so. At first it may seem like you are adding too much but it quickly shrivels up in the curry and you'll need to add more.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [1, 2, 3, 5]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 6,\n",
      "      \"description\": \"Make sure the chicken is cooked all the way through and serve.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [1, 2, 3, 4, 5]\n",
      "    }\n",
      "  ],\n",
      "  \"total_preparation_time\": {\n",
      "    \"min\": 20,\n",
      "    \"max\": 20\n",
      "  },\n",
      "  \"total_cooking_time\": {\n",
      "    \"min\": 20,\n",
      "    \"max\": 20\n",
      "  },\n",
      "  \"total_waiting_time\": {\n",
      "    \"min\": 0,\n",
      "    \"max\": 0\n",
      "  },\n",
      "  \"comments\": [],\n",
      "  \"inference_assumptions\": [\n",
      "    \"Assumed that the recipe serves 4 people\",\n",
      "    \"Assumed that the `1/2 cup` of olive oil is sufficient for the recipe\",\n",
      "    \"Assumed that the `10-15` medium sized tomatoes will yield enough tomato paste for the recipe\",\n",
      "    \"Assumed that the `250g` of fresh spinach is sufficient for the recipe\",\n",
      "    \"Assumed that the curry powder and red chilies or red chili paste are added to taste\"\n",
      "  ]\n",
      "}\n",
      "```\n",
      "\n",
      "The preparation time for this recipe is approximately 20 minutes, the cooking time is also around 20 minutes, and there is no waiting time. The total time for this recipe is around 40 minutes.\n",
      "\n",
      "Note: The `inference_assumptions` field is optional and is included here to provide more context about the recipe.\n",
      "Error in parsing Failed to parse Recipe from completion {\"name\": \"Ratatouille\", \"serving_size\": 4, \"ingredients\": [{\"id\": 1, \"name\": \"Tomatoes\", \"quantity\": 3.5, \"unit\": \"lbs\"}, {\"id\": 2, \"name\": \"Eggplant\", \"quantity\": 1.5, \"unit\": \"lbs\"}, {\"id\": 3, \"name\": \"Zucchini\", \"quantity\": 1, \"unit\": \"lbs\"}, {\"id\": 4, \"name\": \"Bell Peppers\", \"quantity\": 3, \"unit\": \"unit\"}, {\"id\": 5, \"name\": \"Onions\", \"quantity\": 2, \"unit\": \"lbs\"}, {\"id\": 6, \"name\": \"Garlic\", \"quantity\": 6, \"unit\": \"cloves\"}, {\"id\": 7, \"name\": \"Herbes de Provence\", \"quantity\": null, \"unit\": \"unit\"}, {\"id\": 8, \"name\": \"Olive Oil\", \"quantity\": null, \"unit\": \"unit\"}, {\"id\": 9, \"name\": \"Salt\", \"quantity\": null, \"unit\": \"unit\"}, {\"id\": 10, \"name\": \"Pepper\", \"quantity\": null, \"unit\": \"unit\"}, {\"id\": 11, \"name\": \"Tomato Paste\", \"quantity\": 140, \"unit\": \"g\"}], \"steps\": [{\"number\": 1, \"description\": \"Peel and drain the tomatoes. Cut out the stem cores. Drop the whole tomatoes into boiling water for 2 minutes. Remove into a colander. The skin should split for easy removal; otherwise, make an X cut in the top, then peel off the skin.\", \"preparation_time\": 15, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 1}]}, {\"number\": 2, \"description\": \"Chop the onion and garlic. Clean the bell pepper, cut into small strips.\", \"preparation_time\": 10, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 5}, {\"id\": 6}, {\"id\": 4}]}, {\"number\": 3, \"description\": \"In a large cooking pot with thick bottom, put in olive oil, onions, and chopped garlic. Add in the bell pepper. Cover to keep in the moisture. Cook for 20 minutes, stirring frequently, and add olive oil as necessary to prevent burning.\", \"preparation_time\": null, \"cooking_time\": 20, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 8}, {\"id\": 5}, {\"id\": 6}, {\"id\": 4}]}, {\"number\": 4, \"description\": \"Add the tomatoes and Herbes de Provence. If you don't have good garden tomatoes with flavour, add a small can of tomato paste. Stir well and cook for another 15 minutes.\", \"preparation_time\": null, \"cooking_time\": 15, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 1}, {\"id\": 7}, {\"id\": 11}]}, {\"number\": 5, \"description\": \"Cut the eggplant into disks. Cut zucchini into disks.\", \"preparation_time\": 5, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 2}, {\"id\": 3}]}, {\"number\": 6, \"description\": \"Add the eggplant and zucchini to the pot.\", \"preparation_time\": null, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 2}, {\"id\": 3}]}, {\"number\": 7, \"description\": \"Cook for about 30 minutes.\", \"preparation_time\": null, \"cooking_time\": 30, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 1}, {\"id\": 2}, {\"id\": 3}, {\"id\": 4}, {\"id\": 5}, {\"id\": 7}]}], \"total_preparation_time\": {\"min\": 55, \"max\": 60}, \"total_cooking_time\": {\"min\": 65, \"max\": 70}, \"total_waiting_time\": {\"min\": 0, \"max\": 0}, \"comments\": [], \"inference_assumptions\": [\"Assumed that 1 lb is equal to 0.453592 kg for ingredient quantities\", \"Assumed that 1 clove of garlic is about 3-4 grams\", \"Assumed that the recipe serves 4 people\"]}. Got: 21 validation errors for Recipe\n",
      "steps.0.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 1}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.1.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 5}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.1.used_ingredients.1\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 6}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.1.used_ingredients.2\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 4}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.2.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 8}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.2.used_ingredients.1\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 5}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.2.used_ingredients.2\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 6}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.2.used_ingredients.3\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 4}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.3.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 1}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.3.used_ingredients.1\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 7}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.3.used_ingredients.2\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 11}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.4.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 2}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.4.used_ingredients.1\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 3}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.5.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 2}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.5.used_ingredients.1\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 3}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.6.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 1}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.6.used_ingredients.1\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 2}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.6.used_ingredients.2\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 3}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.6.used_ingredients.3\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 4}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.6.used_ingredients.4\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 5}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.6.used_ingredients.5\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 7}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "Error in parsing Failed to parse Recipe from completion {\"name\": \"Ginger Miso Pork & Veggies\", \"serving_size\": 4, \"ingredients\": [{\"id\": 1, \"name\": \"sushi rice\", \"quantity\": 2, \"unit\": \"cups\"}, {\"id\": 2, \"name\": \"ground pork\", \"quantity\": 1, \"unit\": \"pound\"}, {\"id\": 3, \"name\": \"green onion\", \"quantity\": null, \"unit\": null}, {\"id\": 4, \"name\": \"fresh ginger\", \"quantity\": 1, \"unit\": \"tablespoon\"}, {\"id\": 5, \"name\": \"miso paste\", \"quantity\": null, \"unit\": \"null\"}, {\"id\": 6, \"name\": \"pickled daikon\", \"quantity\": null, \"unit\": \"null\"}, {\"id\": 7, \"name\": \"zucchini or bok choy\", \"quantity\": 2, \"unit\": \"cups\"}, {\"id\": 8, \"name\": \"sesame oil (or olive oil)\", \"quantity\": 2, \"unit\": \"tablespoons\"}, {\"id\": 9, \"name\": \"broth (optional)\", \"quantity\": null, \"unit\": \"null\"}], \"steps\": [{\"number\": 1, \"description\": \"Cook sushi rice according to package instructions.\", \"preparation_time\": null, \"cooking_time\": 20, \"waiting_time\": null, \"used_ingredients\": [1]}, {\"number\": 2, \"description\": \"Slice daikon into thin rounds and pickle in a quick brine (1/4 cup rice vinegar, 1 tablespoon sugar, 1/4 cup water).\", \"preparation_time\": 5, \"cooking_time\": null, \"waiting_time\": 10, \"used_ingredients\": [6]}, {\"number\": 3, \"description\": \"Dice white parts of green onion, mince green ends for garnish.\", \"preparation_time\": 3, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": [3]}, {\"number\": 4, \"description\": \"Mince fresh ginger.\", \"preparation_time\": 2, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": [4]}, {\"number\": 5, \"description\": \"Chop zucchini or bok choy into half inch (1-1.5 cm) chunks.\", \"preparation_time\": 3, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": [7]}, {\"number\": 6, \"description\": \"Heat up 2 tablespoons sesame oil in a large skillet over medium-high heat.\", \"preparation_time\": null, \"cooking_time\": 1, \"waiting_time\": null, \"used_ingredients\": [8]}, {\"number\": 7, \"description\": \"Break up and brown ground pork till almost cooked through.\", \"preparation_time\": null, \"cooking_time\": 5, \"waiting_time\": null, \"used_ingredients\": [2]}, {\"number\": 8, \"description\": \"Season pork with salt and pepper.\", \"preparation_time\": null, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": [null]}, {\"number\": 9, \"description\": \"Add 1/2 cup to 1 cup (250-500 mL) water or broth.\", \"preparation_time\": null, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": [9]}, {\"number\": 10, \"description\": \"Add white parts of green onion and ginger.\", \"preparation_time\": null, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": [3, 4]}, {\"number\": 11, \"description\": \"Add miso paste to taste.\", \"preparation_time\": null, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": [5]}, {\"number\": 12, \"description\": \"Simmer, stirring occasionally.\", \"preparation_time\": null, \"cooking_time\": 5, \"waiting_time\": null, \"used_ingredients\": [null]}, {\"number\": 13, \"description\": \"Add zucchini or bok choy, cook al dente.\", \"preparation_time\": null, \"cooking_time\": 3, \"waiting_time\": null, \"used_ingredients\": [7]}, {\"number\": 14, \"description\": \"Serve pork & veggies over bed of rice, garnish with green onion.\", \"preparation_time\": null, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": [1, 3]}, {\"number\": 15, \"description\": \"Add some spice! Sriracha or crushed red pepper are great.\", \"preparation_time\": null, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": [null]}], \"total_preparation_time\": {\"min\": 21, \"max\": 21}, \"total_cooking_time\": {\"min\": 37, \"max\": 42}, \"total_waiting_time\": {\"min\": 10, \"max\": 10}, \"comments\": [\"This dish is a great way to use up any leftover vegetables you have on hand.\", \"Feel free to experiment with different proteins, such as ground chicken or turkey.\"], \"inference_assumptions\": [\"Assumed that the recipe serves 4 people.\", \"Assumed that the pickled daikon is store-bought or made ahead of time.\"]}. Got: 3 validation errors for Recipe\n",
      "steps.7.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value=None, input_type=NoneType]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.11.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value=None, input_type=NoneType]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.14.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value=None, input_type=NoneType]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Retrying langchain_mistralai.chat_models.acompletion_with_retry.<locals>._completion_with_retry in 4.0 seconds as it raised ReadTimeout: .\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Error in parsing Failed to parse Recipe from completion {\"name\": \"Pasta Carbonara\", \"serving_size\": 4, \"ingredients\": [{\"id\": 1, \"name\": \"Pecorino Romano cheese or Parmesan\", \"quantity\": 1.5, \"unit\": \"oz\"}, {\"id\": 2, \"name\": \"Fresh chili pepper\", \"quantity\": null, \"unit\": \"unit\"}, {\"id\": 3, \"name\": \"Extra virgin olive oil\", \"quantity\": 0.25, \"unit\": \"cup\"}, {\"id\": 4, \"name\": \"Guanciale or Bacon\", \"quantity\": 3.5, \"unit\": \"oz\"}, {\"id\": 5, \"name\": \"White wine\", \"quantity\": 0.25, \"unit\": \"cup\"}, {\"id\": 6, \"name\": \"Tomato passata\", \"quantity\": 10, \"unit\": \"oz\"}, {\"id\": 7, \"name\": \"Spaghetti or similar long pasta\", \"quantity\": 12, \"unit\": \"oz\"}], \"steps\": [{\"number\": 1, \"description\": \"Grate the pecorino and keep it aside.\", \"preparation_time\": 5, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": [1]}, {\"number\": 2, \"description\": \"Mince the chili pepper(s) and keep it/them aside.\", \"preparation_time\": 5, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": [2]}, {\"number\": 3, \"description\": \"Cut the guanciale in thin stripes and cook them in the oil with the minced pepper(s) for about 3 minutes on medium/high heat.\", \"preparation_time\": null, \"cooking_time\": 3, \"waiting_time\": null, \"used_ingredients\": [3, 4, 2]}, {\"number\": 4, \"description\": \"Douse with the wine and turn up the heat. Cook until the alcohol has evaporated.\", \"preparation_time\": null, \"cooking_time\": 5, \"waiting_time\": null, \"used_ingredients\": [5]}, {\"number\": 5, \"description\": \"Start cooking the pasta.\", \"preparation_time\": null, \"cooking_time\": 10, \"waiting_time\": null, \"used_ingredients\": [7]}, {\"number\": 6, \"description\": \"Lower the heat to medium and add the passata, some salt and plenty of pepper. Cook for about 15 minutes.\", \"preparation_time\": null, \"cooking_time\": 15, \"waiting_time\": null, \"used_ingredients\": [6, 1, null, null]}, {\"number\": 7, \"description\": \"Once finished, drain the pasta and add the sauce and the pecorino/parmesan, mix well and serve immediately. Optionally you can add some pecorino or parmesan on top.\", \"preparation_time\": null, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": [7, 6, 1]}], \"total_preparation_time\": {\"min\": 20, \"max\": 20}, \"total_cooking_time\": {\"min\": 38, \"max\": 38}, \"total_waiting_time\": {\"min\": 0, \"max\": 0}, \"comments\": [], \"inference_assumptions\": [\"Assumed that the recipe serves 4 people\", \"Assumed that the `40g` in the ingredient list is a typo and corrected it to `1.5oz`\"]}. Got: 2 validation errors for Recipe\n",
      "steps.5.used_ingredients.2\n",
      "  Input should be a valid integer [type=int_type, input_value=None, input_type=NoneType]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.5.used_ingredients.3\n",
      "  Input should be a valid integer [type=int_type, input_value=None, input_type=NoneType]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "Error in parsing Failed to parse Recipe from completion {\"name\": \"Yorkshire Puddings\", \"serving_size\": 6, \"ingredients\": [{\"id\": 1, \"name\": \"flour\", \"quantity\": 140, \"unit\": \"grams\"}, {\"id\": 2, \"name\": \"eggs\", \"quantity\": 4, \"unit\": \"units\"}, {\"id\": 3, \"name\": \"milk\", \"quantity\": 200, \"unit\": \"milliliters\"}, {\"id\": 4, \"name\": \"sunflower oil\", \"quantity\": null, \"unit\": \"units\"}], \"steps\": [{\"number\": 1, \"description\": \"Preheat oven to 230\\u00b0C / gas mark 8.\", \"preparation_time\": null, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": []}, {\"number\": 2, \"description\": \"Drizzle oil into 24 'cupcake tin' slots. (The pans you make cupcakes in). Heat in oven.\", \"preparation_time\": null, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 4, \"name\": \"sunflower oil\", \"quantity\": null, \"unit\": \"units\"}]}, {\"number\": 3, \"description\": \"Pour flour into bowl.\", \"preparation_time\": 1, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 1, \"name\": \"flour\", \"quantity\": 140, \"unit\": \"grams\"}]}, {\"number\": 4, \"description\": \"Whisk eggs, add to bowl.\", \"preparation_time\": 2, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 2, \"name\": \"eggs\", \"quantity\": 4, \"unit\": \"units\"}]}, {\"number\": 5, \"description\": \"Add milk to bowl in small amounts, beating/whisking after each addition. Until there are no lumps in the batter. You may season with salt & pepper.\", \"preparation_time\": 5, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 3, \"name\": \"milk\", \"quantity\": 200, \"unit\": \"milliliters\"}]}, {\"number\": 6, \"description\": \"Tip batter into a jug so that you may pour into the cupcake pan slots evenly and carefully.\", \"preparation_time\": 1, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 1, \"name\": \"flour\", \"quantity\": 140, \"unit\": \"grams\"}, {\"id\": 2, \"name\": \"eggs\", \"quantity\": 4, \"unit\": \"units\"}, {\"id\": 3, \"name\": \"milk\", \"quantity\": 200, \"unit\": \"milliliters\"}]}, {\"number\": 7, \"description\": \"Bake undisturbed ( opening oven will impede the rising ), until the puddings have puffed up and browned.\", \"preparation_time\": null, \"cooking_time\": 20, \"waiting_time\": 10, \"used_ingredients\": [{\"id\": 1, \"name\": \"flour\", \"quantity\": 140, \"unit\": \"grams\"}, {\"id\": 2, \"name\": \"eggs\", \"quantity\": 4, \"unit\": \"units\"}, {\"id\": 3, \"name\": \"milk\", \"quantity\": 200, \"unit\": \"milliliters\"}, {\"id\": 4, \"name\": \"sunflower oil\", \"quantity\": null, \"unit\": \"units\"}]}], \"total_preparation_time\": {\"min\": 10, \"max\": 10}, \"total_cooking_time\": {\"min\": 20, \"max\": 20}, \"total_waiting_time\": {\"min\": 10, \"max\": 10}, \"comments\": [], \"inference_assumptions\": [\"Assumed that the recipe serves 6 people\", \"Assumed that the `cupcake tin` refers to a muffin tin\", \"Assumed that the oil should be evenly distributed among the 24 slots\", \"Assumed that the batter should be evenly divided among the 24 slots\"]}. Got: 11 validation errors for Recipe\n",
      "steps.1.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 4, 'name': 'sunflo...: None, 'unit': 'units'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.2.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 1, 'name': 'flour'...': 140, 'unit': 'grams'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.3.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 2, 'name': 'eggs',...ty': 4, 'unit': 'units'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.4.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 3, 'name': 'milk',..., 'unit': 'milliliters'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.5.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 1, 'name': 'flour'...': 140, 'unit': 'grams'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.5.used_ingredients.1\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 2, 'name': 'eggs',...ty': 4, 'unit': 'units'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.5.used_ingredients.2\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 3, 'name': 'milk',..., 'unit': 'milliliters'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.6.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 1, 'name': 'flour'...': 140, 'unit': 'grams'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.6.used_ingredients.1\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 2, 'name': 'eggs',...ty': 4, 'unit': 'units'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.6.used_ingredients.2\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 3, 'name': 'milk',..., 'unit': 'milliliters'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.6.used_ingredients.3\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 4, 'name': 'sunflo...: None, 'unit': 'units'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "Error in parsing Invalid json output: Here is the recipe for Spicy Chicken and Rice Stir-Fry in the requested JSON format:\n",
      "\n",
      "```json\n",
      "{\n",
      "  \"name\": \"Spicy Chicken and Rice Stir-Fry\",\n",
      "  \"serving_size\": 4,\n",
      "  \"ingredients\": [\n",
      "    {\"id\": 1, \"name\": \"Chicken Thighs\", \"quantity\": 4, \"unit\": \"pieces\"},\n",
      "    {\"id\": 2, \"name\": \"Basmati Rice\", \"quantity\": 3/4, \"unit\": \"cup\"},\n",
      "    {\"id\": 3, \"name\": \"All-Purpose Flour\", \"quantity\": 4, \"unit\": \"tablespoons\"},\n",
      "    {\"id\": 4, \"name\": \"Sweet Peppers\", \"quantity\": 2, \"unit\": \"small\"},\n",
      "    {\"id\": 5, \"name\": \"Celery\", \"quantity\": 3, \"unit\": \"ribs\"},\n",
      "    {\"id\": 6, \"name\": \"Garlic\", \"quantity\": 2, \"unit\": \"cloves\"},\n",
      "    {\"id\": 7, \"name\": \"Ginger\", \"quantity\": 1, \"unit\": \"tablespoon\", \"note\": \"minced\"},\n",
      "    {\"id\": 8, \"name\": \"Green Onions\", \"quantity\": 2, \"unit\": \"whole\", \"note\": \"thinly sliced\"},\n",
      "    {\"id\": 9, \"name\": \"Chili Garlic Sauce\", \"quantity\": 2, \"unit\": \"tablespoons\"},\n",
      "    {\"id\": 10, \"name\": \"Soy Sauce\", \"quantity\": 2, \"unit\": \"tablespoons\"},\n",
      "    {\"id\": 11, \"name\": \"Sweet Chili Sauce\", \"quantity\": 2, \"unit\": \"tablespoons\"},\n",
      "    {\"id\": 12, \"name\": \"Peanuts\", \"quantity\": 1/4, \"unit\": \"cup\", \"note\": \"chopped\"}\n",
      "  ],\n",
      "  \"steps\": [\n",
      "    {\n",
      "      \"number\": 1,\n",
      "      \"description\": \"Cook the rice.\",\n",
      "      \"preparation_time\": 1,\n",
      "      \"cooking_time\": 12,\n",
      "      \"waiting_time\": 2,\n",
      "      \"used_ingredients\": [2]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 2,\n",
      "      \"description\": \"Prepare the vegetables and sauces.\",\n",
      "      \"preparation_time\": 5,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [4, 5, 6, 7, 8, 9, 10, 11]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 3,\n",
      "      \"description\": \"Toast the peanuts.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": 4,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [12]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 4,\n",
      "      \"description\": \"Cook the chicken.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": 6,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [1, 3]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 5,\n",
      "      \"description\": \"Combine the chicken, vegetables, and sauces.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": 2,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [1, 4, 5, 9, 10, 11]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 6,\n",
      "      \"description\": \"Serve the stir-fry over the rice.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [1, 2]\n",
      "    }\n",
      "  ],\n",
      "  \"total_preparation_time\": {\n",
      "    \"min\": 6,\n",
      "    \"max\": 6\n",
      "  },\n",
      "  \"total_cooking_time\": {\n",
      "    \"min\": 24,\n",
      "    \"max\": 24\n",
      "  },\n",
      "  \"total_waiting_time\": {\n",
      "    \"min\": 2,\n",
      "    \"max\": 2\n",
      "  },\n",
      "  \"comments\": [],\n",
      "  \"inference_assumptions\": [\n",
      "    \"Assumed that the recipe serves 4 people\",\n",
      "    \"Assumed that the `3/4` cup of rice is enough for 4 servings\",\n",
      "    \"Assumed that the `4` tablespoons of flour are enough to coat the chicken\",\n",
      "    \"Assumed that the `2` small sweet peppers and `3` celery ribs are enough for 4 servings\",\n",
      "    \"Assumed that the `2` cloves of garlic and `1` tablespoon of ginger are enough for 4 servings\",\n",
      "    \"Assumed that the `2` whole green onions are enough for 4 servings\",\n",
      "    \"Assumed that the `2` tablespoons of chili garlic sauce, `2` tablespoons of soy sauce, and `2` tablespoons of sweet chili sauce are enough for 4 servings\",\n",
      "    \"Assumed that the `1/4` cup of peanuts are enough for 4 servings\"\n",
      "  ]\n",
      "}\n",
      "```\n",
      "Note: The `preparation_time`, `cooking_time`, and `waiting_time` for each step are estimates and can vary depending on the individual's cooking speed and equipment. The `total_preparation_time`, `total_cooking_time`, and `total_waiting_time` are also estimates and are based on the sum of the individual step times. The `inference_assumptions` are assumptions made during the generation process and are intended to provide context for the recipe.\n",
      "Error in parsing Invalid json output: Here is the recipe for Cheesy Garlic Chicken, formatted as a JSON instance that conforms to the provided schema:\n",
      "\n",
      "```json\n",
      "{\n",
      "  \"name\": \"Cheesy Garlic Chicken\",\n",
      "  \"serving_size\": 2,\n",
      "  \"ingredients\": [\n",
      "    {\n",
      "      \"id\": 1,\n",
      "      \"name\": \"Chicken Breasts\",\n",
      "      \"quantity\": 2,\n",
      "      \"unit\": \"unit\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 2,\n",
      "      \"name\": \"Mayonnaise\",\n",
      "      \"quantity\": 2,\n",
      "      \"unit\": \"tablespoons\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 3,\n",
      "      \"name\": \"Panko Breadcrumbs\",\n",
      "      \"quantity\": 1/4,\n",
      "      \"unit\": \"cup\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 4,\n",
      "      \"name\": \"Cheddar Cheese\",\n",
      "      \"quantity\": 1/4,\n",
      "      \"unit\": \"cup\",\n",
      "      \"used_ingredients\": [3]\n",
      "    },\n",
      "    {\n",
      "      \"id\": 5,\n",
      "      \"name\": \"Smoked Paprika-Garlic Blend\",\n",
      "      \"quantity\": 1,\n",
      "      \"unit\": \"tablespoon\",\n",
      "      \"used_ingredients\": [3]\n",
      "    }\n",
      "  ],\n",
      "  \"steps\": [\n",
      "    {\n",
      "      \"number\": 1,\n",
      "      \"description\": \"Combine panko, cheese, and smoked paprika-garlic blend in a shallow dish.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [3, 4, 5]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 2,\n",
      "      \"description\": \"Preheat oven to 425F.\",\n",
      "      \"preparation_time\": 5,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": []\n",
      "    },\n",
      "    {\n",
      "      \"number\": 3,\n",
      "      \"description\": \"Pat chicken dry with paper towel. Carefully slice into the centre of each chicken breast lengthwise and parallel to the cutting board - leaving 1/2 inch intact on the other end. Open up chicken like a book, and season both sides with salt and pepper.\",\n",
      "      \"preparation_time\": 10,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [1]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 4,\n",
      "      \"description\": \"Coat one side of each chicken breast with mayo. Firmly press mayo-coated side into panko mixture to adhere, one at a time.\",\n",
      "      \"preparation_time\": 5,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [1, 2, 3, 4, 5]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 5,\n",
      "      \"description\": \"Transfer chicken to a parchment-lined baking sheet, coated-side up. Bake chicken on the middle oven rack until cooked through (18-20 mins).\",\n",
      "      \"preparation_time\": 1,\n",
      "      \"cooking_time\": 18,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [1, 3, 4, 5]\n",
      "    }\n",
      "  ],\n",
      "  \"total_preparation_time\": {\n",
      "    \"min\": 21,\n",
      "    \"max\": 21\n",
      "  },\n",
      "  \"total_cooking_time\": {\n",
      "    \"min\": 18,\n",
      "    \"max\": 20\n",
      "  },\n",
      "  \"total_waiting_time\": {\n",
      "    \"min\": null,\n",
      "    \"max\": null\n",
      "  },\n",
      "  \"comments\": [],\n",
      "  \"inference_assumptions\": [\n",
      "    \"Assumed that the recipe serves 2 people\",\n",
      "    \"Assumed that the oven temperature is in Fahrenheit\"\n",
      "  ]\n",
      "}\n",
      "```\n",
      "Note: The quantities for the ingredients are provided as fractions (e.g. 1/4) instead of decimal numbers (e.g. 0.25) to conform to the schema.\n",
      "Error in parsing Failed to parse Recipe from completion {\"name\": \"English Breakfast\", \"serving_size\": 1, \"ingredients\": [{\"id\": 1, \"name\": \"English sausages\", \"quantity\": 4, \"unit\": null}, {\"id\": 2, \"name\": \"English back bacon\", \"quantity\": 4, \"unit\": null}, {\"id\": 3, \"name\": \"Eggs\", \"quantity\": 2, \"unit\": null}, {\"id\": 4, \"name\": \"Baked beans\", \"quantity\": 200, \"unit\": \"grams\"}, {\"id\": 5, \"name\": \"Bread\", \"quantity\": 2, \"unit\": null}, {\"id\": 6, \"name\": \"Tomato\", \"quantity\": 1, \"unit\": null}, {\"id\": 7, \"name\": \"Button mushrooms\", \"quantity\": 120, \"unit\": \"grams\"}], \"steps\": [{\"number\": 1, \"description\": \"Preheat the oven to 250\\u00b0C or 480\\u00b0F.\", \"preparation_time\": null, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": []}, {\"number\": 2, \"description\": \"Prepare the mushrooms by cutting off the ends of the woody stems, and washing them in a colander.\", \"preparation_time\": 5, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 7, \"name\": \"Button mushrooms\", \"quantity\": 120, \"unit\": \"grams\"}]}, {\"number\": 3, \"description\": \"Prepare the tomato by cutting off the stem, and slicing it in half.\", \"preparation_time\": 2, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 6, \"name\": \"Tomato\", \"quantity\": 1, \"unit\": null}]}, {\"number\": 4, \"description\": \"Crack the eggs into a bowl and whisk them until homogeneous.\", \"preparation_time\": 3, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 3, \"name\": \"Eggs\", \"quantity\": 2, \"unit\": null}]}, {\"number\": 5, \"description\": \"Place the sausages onto an oven tray, and begin cooking them for 15 minutes.\", \"preparation_time\": null, \"cooking_time\": 15, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 1, \"name\": \"English sausages\", \"quantity\": 4, \"unit\": null}]}, {\"number\": 6, \"description\": \"Place the bacon into a cold pan and begin to cook on high.\", \"preparation_time\": null, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 2, \"name\": \"English back bacon\", \"quantity\": 4, \"unit\": null}]}, {\"number\": 7, \"description\": \"Once the bacon is crispy on one side, flip and begin browning on the other.\", \"preparation_time\": null, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 2, \"name\": \"English back bacon\", \"quantity\": 4, \"unit\": null}]}, {\"number\": 8, \"description\": \"When cooked, place the bacon onto a plate with paper towels to drain.\", \"preparation_time\": null, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 2, \"name\": \"English back bacon\", \"quantity\": 4, \"unit\": null}]}, {\"number\": 9, \"description\": \"If fifteen minutes have passed at this point, take the sausages out of the oven and flip them to get colour on the other side.\", \"preparation_time\": null, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 1, \"name\": \"English sausages\", \"quantity\": 4, \"unit\": null}]}, {\"number\": 10, \"description\": \"Set the pan to medium, and scramble the whisked eggs in the same pan.\", \"preparation_time\": null, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 3, \"name\": \"Eggs\", \"quantity\": 2, \"unit\": null}]}, {\"number\": 11, \"description\": \"Once the egg's curd has set somewhat, push the eggs to the side of the pan and place the tomato into it (cut side down); building colour.\", \"preparation_time\": null, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 3, \"name\": \"Eggs\", \"quantity\": 2, \"unit\": null}, {\"id\": 6, \"name\": \"Tomato\", \"quantity\": 1, \"unit\": null}]}, {\"number\": 12, \"description\": \"Add the mushrooms to the same pan.\", \"preparation_time\": null, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 7, \"name\": \"Button mushrooms\", \"quantity\": 120, \"unit\": \"grams\"}]}, {\"number\": 13, \"description\": \"Add the baked beans to a pot set to medium. Once they are simmering, they are done.\", \"preparation_time\": null, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 4, \"name\": \"Baked beans\", \"quantity\": 200, \"unit\": \"grams\"}]}, {\"number\": 14, \"description\": \"Toast the bread as preferred.\", \"preparation_time\": null, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 5, \"name\": \"Bread\", \"quantity\": 2, \"unit\": null}]}, {\"number\": 15, \"description\": \"If half an hour has passed at this point, take the sausages out of the oven.\", \"preparation_time\": null, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 1, \"name\": \"English sausages\", \"quantity\": 4, \"unit\": null}]}, {\"number\": 16, \"description\": \"Plate up by taking each ingredient and giving it its own portion on the plate.\", \"preparation_time\": null, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 1, \"name\": \"English sausages\", \"quantity\": 4, \"unit\": null}, {\"id\": 2, \"name\": \"English back bacon\", \"quantity\": 4, \"unit\": null}, {\"id\": 3, \"name\": \"Eggs\", \"quantity\": 2, \"unit\": null}, {\"id\": 4, \"name\": \"Baked beans\", \"quantity\": 200, \"unit\": \"grams\"}, {\"id\": 5, \"name\": \"Bread\", \"quantity\": 2, \"unit\": null}, {\"id\": 6, \"name\": \"Tomato\", \"quantity\": 1, \"unit\": null}, {\"id\": 7, \"name\": \"Button mushrooms\", \"quantity\": 120, \"unit\": \"grams\"}]}], \"total_preparation_time\": {\"min\": 15, \"max\": 15}, \"total_cooking_time\": {\"min\": 30, \"max\": 30}, \"total_waiting_time\": {\"min\": 0, \"max\": 0}, \"comments\": [], \"inference_assumptions\": [\"Assumed that the recipe serves one person\", \"Assumed that the eggs should be scrambled\", \"Assumed that the bread should be toasted\"]}. Got: 22 validation errors for Recipe\n",
      "steps.1.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 7, 'name': 'Button...': 120, 'unit': 'grams'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.2.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 6, 'name': 'Tomato...ntity': 1, 'unit': None}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.3.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 3, 'name': 'Eggs',...ntity': 2, 'unit': None}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.4.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 1, 'name': 'Englis...ntity': 4, 'unit': None}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.5.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 2, 'name': 'Englis...ntity': 4, 'unit': None}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.6.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 2, 'name': 'Englis...ntity': 4, 'unit': None}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.7.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 2, 'name': 'Englis...ntity': 4, 'unit': None}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.8.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 1, 'name': 'Englis...ntity': 4, 'unit': None}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.9.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 3, 'name': 'Eggs',...ntity': 2, 'unit': None}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.10.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 3, 'name': 'Eggs',...ntity': 2, 'unit': None}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.10.used_ingredients.1\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 6, 'name': 'Tomato...ntity': 1, 'unit': None}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.11.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 7, 'name': 'Button...': 120, 'unit': 'grams'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.12.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 4, 'name': 'Baked ...': 200, 'unit': 'grams'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.13.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 5, 'name': 'Bread'...ntity': 2, 'unit': None}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.14.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 1, 'name': 'Englis...ntity': 4, 'unit': None}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.15.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 1, 'name': 'Englis...ntity': 4, 'unit': None}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.15.used_ingredients.1\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 2, 'name': 'Englis...ntity': 4, 'unit': None}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.15.used_ingredients.2\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 3, 'name': 'Eggs',...ntity': 2, 'unit': None}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.15.used_ingredients.3\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 4, 'name': 'Baked ...': 200, 'unit': 'grams'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.15.used_ingredients.4\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 5, 'name': 'Bread'...ntity': 2, 'unit': None}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.15.used_ingredients.5\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 6, 'name': 'Tomato...ntity': 1, 'unit': None}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.15.used_ingredients.6\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 7, 'name': 'Button...': 120, 'unit': 'grams'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "Error in parsing Invalid json output: Here is the recipe for Bacon, Egg, and Potato Skillet, formatted as a JSON instance that conforms to the provided schema:\n",
      "\n",
      "```json\n",
      "{\n",
      "  \"name\": \"Bacon, Egg, and Potato Skillet\",\n",
      "  \"serving_size\": 1,\n",
      "  \"ingredients\": [\n",
      "    {\n",
      "      \"id\": 1,\n",
      "      \"name\": \"eggs\",\n",
      "      \"quantity\": 2,\n",
      "      \"unit\": null\n",
      "    },\n",
      "    {\n",
      "      \"id\": 2,\n",
      "      \"name\": \"potatoes\",\n",
      "      \"quantity\": 2,\n",
      "      \"unit\": \"small/medium-sized\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 3,\n",
      "      \"name\": \"salt\",\n",
      "      \"quantity\": null,\n",
      "      \"unit\": null\n",
      "    },\n",
      "    {\n",
      "      \"id\": 4,\n",
      "      \"name\": \"black pepper\",\n",
      "      \"quantity\": null,\n",
      "      \"unit\": null\n",
      "    },\n",
      "    {\n",
      "      \"id\": 5,\n",
      "      \"name\": \"bacon\",\n",
      "      \"quantity\": 4-6,\n",
      "      \"unit\": \"strips\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 6,\n",
      "      \"name\": \"onion\",\n",
      "      \"quantity\": 0.5,\n",
      "      \"unit\": \"an onion\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 7,\n",
      "      \"name\": \"cheese\",\n",
      "      \"quantity\": null,\n",
      "      \"unit\": \"Gouda\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 8,\n",
      "      \"name\": \"paprika\",\n",
      "      \"quantity\": null,\n",
      "      \"unit\": null\n",
      "    },\n",
      "    {\n",
      "      \"id\": 9,\n",
      "      \"name\": \"champignon mushrooms\",\n",
      "      \"quantity\": null,\n",
      "      \"unit\": \"a couple\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 10,\n",
      "      \"name\": \"bell pepper\",\n",
      "      \"quantity\": null,\n",
      "      \"unit\": \"some slices\"\n",
      "    }\n",
      "  ],\n",
      "  \"steps\": [\n",
      "    {\n",
      "      \"number\": 1,\n",
      "      \"description\": \"Cut the bacon into pieces and fry it on a pan.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": 5,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [\n",
      "        {\n",
      "          \"id\": 5\n",
      "        }\n",
      "      ]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 2,\n",
      "      \"description\": \"Cut the potatoes into small cubes.\",\n",
      "      \"preparation_time\": 5,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [\n",
      "        {\n",
      "          \"id\": 2\n",
      "        }\n",
      "      ]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 3,\n",
      "      \"description\": \"After frying the bacon, set aside and use the bacon grease to fry the potatoes over medium/medium-low heat for about 20 minutes.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": 20,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [\n",
      "        {\n",
      "          \"id\": 2\n",
      "        },\n",
      "        {\n",
      "          \"id\": 5\n",
      "        }\n",
      "      ]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 4,\n",
      "      \"description\": \"Add some salt and paprika to the potatoes, mix well and cook for another ten minutes.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": 10,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [\n",
      "        {\n",
      "          \"id\": 2\n",
      "        },\n",
      "        {\n",
      "          \"id\": 3\n",
      "        },\n",
      "        {\n",
      "          \"id\": 8\n",
      "        }\n",
      "      ]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 5,\n",
      "      \"description\": \"Cut the onions and add them to the frying pan. Cook for about five minutes.\",\n",
      "      \"preparation_time\": 5,\n",
      "      \"cooking_time\": 5,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [\n",
      "        {\n",
      "          \"id\": 6\n",
      "        }\n",
      "      ]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 6,\n",
      "      \"description\": \"If you decide to add some vegetables, like mushrooms or peppers, add them now.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": 5,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [\n",
      "        {\n",
      "          \"id\": 9\n",
      "        },\n",
      "        {\n",
      "          \"id\": 10\n",
      "        }\n",
      "      ]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 7,\n",
      "      \"description\": \"Beat the eggs in a bowl and then pour them onto the pan.\",\n",
      "      \"preparation_time\": 5,\n",
      "      \"cooking_time\": 5,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [\n",
      "        {\n",
      "          \"id\": 1\n",
      "        }\n",
      "      ]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 8,\n",
      "      \"description\": \"Cut the cheese into small slices and add it. Cook for a couple of minutes more, until eggs are cooked enough.\",\n",
      "      \"preparation_time\": 2,\n",
      "      \"cooking_time\": 2,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [\n",
      "        {\n",
      "          \"id\": 7\n",
      "        }\n",
      "      ]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 9,\n",
      "      \"description\": \"For the final touch, chop the parsley (or whatever other spices/herbs you decided to use) and add it on top.\",\n",
      "      \"preparation_time\": 2,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": []\n",
      "    },\n",
      "    {\n",
      "      \"number\": 10,\n",
      "      \"description\": \"Serve hot and add some freshly ground pepper.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null\n",
      "    }\n",
      "  ],\n",
      "  \"total_preparation_time\": {\n",
      "    \"min\": 22,\n",
      "    \"max\": 27\n",
      "  },\n",
      "  \"total_cooking_time\": {\n",
      "    \"min\": 47,\n",
      "    \"max\": 52\n",
      "  },\n",
      "  \"total_waiting_time\": {\n",
      "    \"min\": 10,\n",
      "    \"max\": 10\n",
      "  },\n",
      "  \"comments\": [\n",
      "    \"Personally, I prefer to beat the eggs first in a bowl before adding them to the frying pan.\"\n",
      "  ],\n",
      "  \"inference_assumptions\": [\n",
      "    \"Assumed that the recipe is for a single serving\",\n",
      "    \"Assumed that the `4-6` bacon strips means 4 to 6 strips of bacon\"\n",
      "  ]\n",
      "}\n",
      "```\n",
      "Note: The `total_preparation_time`, `total_cooking_time`, `total_waiting_time` ranges are calculated based on the maximum and minimum durations specified in each step. The `inference_assumptions` field includes assumptions made during the formatting process.\n",
      "Error in parsing Invalid json output: Here is the recipe for \"Yogurt Rice Soup with Mint Butter\" in the required JSON format:\n",
      "\n",
      "```json\n",
      "{\n",
      "  \"name\": \"Yogurt Rice Soup with Mint Butter\",\n",
      "  \"serving_size\": 4,\n",
      "  \"ingredients\": [\n",
      "    {\n",
      "      \"id\": 1,\n",
      "      \"name\": \"rice\",\n",
      "      \"quantity\": 1/3,\n",
      "      \"unit\": \"cup\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 2,\n",
      "      \"name\": \"yogurt\",\n",
      "      \"quantity\": 1,\n",
      "      \"unit\": \"cup\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 3,\n",
      "      \"name\": \"flour\",\n",
      "      \"quantity\": 2,\n",
      "      \"unit\": \"tablespoon\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 4,\n",
      "      \"name\": \"egg yolk\",\n",
      "      \"quantity\": 1,\n",
      "      \"unit\": \"unit\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 5,\n",
      "      \"name\": \"butter\",\n",
      "      \"quantity\": 2,\n",
      "      \"unit\": \"tablespoon\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 6,\n",
      "      \"name\": \"dried mint\",\n",
      "      \"quantity\": 1,\n",
      "      \"unit\": \"teaspoon\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 7,\n",
      "      \"name\": \"salt\",\n",
      "      \"quantity\": 0.5,\n",
      "      \"unit\": \"teaspoon\"\n",
      "    }\n",
      "  ],\n",
      "  \"steps\": [\n",
      "    {\n",
      "      \"number\": 1,\n",
      "      \"description\": \"Wash the rice\",\n",
      "      \"preparation_time\": 5,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [1]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 2,\n",
      "      \"description\": \"Put water in the pot and wait for water to boil\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": 10,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": []\n",
      "    },\n",
      "    {\n",
      "      \"number\": 3,\n",
      "      \"description\": \"Add some salt and rice\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": 15,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [1, 7]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 4,\n",
      "      \"description\": \"Wait for 15 minutes\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": 15,\n",
      "      \"used_ingredients\": []\n",
      "    },\n",
      "    {\n",
      "      \"number\": 5,\n",
      "      \"description\": \"Mix yogurt, egg, flour, and salt in a different bowl\",\n",
      "      \"preparation_time\": 5,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [2, 4, 3, 7]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 6,\n",
      "      \"description\": \"Add water from the soup and mix by warming\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": 5,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [2]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 7,\n",
      "      \"description\": \"When the rice is soft, add the yogurt mixture to the soup and mix quickly\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [1, 2, 4, 3]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 8,\n",
      "      \"description\": \"Cut down the heat, wait for 15 minutes\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": 15,\n",
      "      \"used_ingredients\": []\n",
      "    },\n",
      "    {\n",
      "      \"number\": 9,\n",
      "      \"description\": \"For the sauce, simply melt the butter in a separate small pan and stir in the dried mint\",\n",
      "      \"preparation_time\": 5,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [5, 6]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 10,\n",
      "      \"description\": \"Add sauteed dried mint to the soup and stir well\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [5, 6]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 11,\n",
      "      \"description\": \"Serve warm\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": []\n",
      "    }\n",
      "  ],\n",
      "  \"total_preparation_time\": {\n",
      "    \"min\": 20,\n",
      "    \"max\": 20\n",
      "  },\n",
      "  \"total_cooking_time\": {\n",
      "    \"min\": 30,\n",
      "    \"max\": 30\n",
      "  },\n",
      "  \"total_waiting_time\": {\n",
      "    \"min\": 45,\n",
      "    \"max\": 45\n",
      "  },\n",
      "  \"comments\": [],\n",
      "  \"inference_assumptions\": [\n",
      "    \"Assumed that 1/3 cup of rice is enough for 4 servings\",\n",
      "    \"Assumed that the recipe calls for unsalted butter\"\n",
      "  ]\n",
      "}\n",
      "```\n",
      "Here is a breakdown of the total time:\n",
      "\n",
      "* Preparation time: 20 minutes (adding up the preparation times for each step)\n",
      "* Cooking time: 30 minutes (adding up the cooking times for each step)\n",
      "* Waiting time: 45 minutes (adding up the waiting times for each step)\n",
      "\n",
      "Note: The units for the time are in minutes.\n",
      "name 'enough' is not defined\n",
      "Error in parsing Failed to parse Recipe from completion {\"name\": \"Frank's RedHot Chicken Wings\", \"serving_size\": 4, \"ingredients\": [{\"id\": 1, \"name\": \"chicken wings and drums\", \"quantity\": null, \"unit\": null}, {\"id\": 2, \"name\": \"Frank's RedHot Sauce\", \"quantity\": \"enough\", \"unit\": \"not the 'wing sauce' version\"}, {\"id\": 3, \"name\": \"Reynold's Oven Bag\"}], \"steps\": [{\"number\": 1, \"description\": \"Soak your wings in Franks RedHot overnight\", \"preparation_time\": null, \"cooking_time\": null, \"waiting_time\": 420, \"used_ingredients\": [2]}, {\"number\": 2, \"description\": \"Preheat your oven to 350\\u00b0F (175\\u00b0C)\", \"preparation_time\": 5, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": []}, {\"number\": 3, \"description\": \"Transfer wings to the Reynold's bag, seal it, and put it in the oven for an hour\", \"preparation_time\": 10, \"cooking_time\": 60, \"waiting_time\": null, \"used_ingredients\": [1, 3]}, {\"number\": 4, \"description\": \"Crank up your grill to high heat\", \"preparation_time\": 5, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": []}, {\"number\": 5, \"description\": \"Throw the wings on the grill to char the skin and dress with a light top coat of Franks\", \"preparation_time\": 5, \"cooking_time\": 10, \"waiting_time\": null, \"used_ingredients\": [2]}], \"total_preparation_time\": {\"min\": 20, \"max\": 20}, \"total_cooking_time\": {\"min\": 70, \"max\": 70}, \"total_waiting_time\": {\"min\": 420, \"max\": 420}, \"comments\": [\"Make sure to adjust the cooking time on the grill based on the size of the wings and the heat of your grill.\", \"You can also use a pan if you don't have a grill, but the wings may not get as crispy.\"], \"inference_assumptions\": [\"Assumed that the recipe serves 4 people\", \"Assumed that the grill step is for charring the skin and adding a light top coat of Franks RedHot Sauce\"]}. Got: 1 validation error for Recipe\n",
      "ingredients.1.quantity\n",
      "  Input should be a valid number, unable to parse string as a number [type=float_parsing, input_value='enough', input_type=str]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/float_parsing\n",
      "Error in parsing Failed to parse Recipe from completion {\"name\": \"Hearty White Bread with Olive Oil and Spices\", \"serving_size\": 1, \"ingredients\": [{\"id\": 1, \"name\": \"white bread\", \"quantity\": 2, \"unit\": \"slices\"}, {\"id\": 2, \"name\": \"extra virgin olive oil\", \"quantity\": 2, \"unit\": \"tablespoons\"}, {\"id\": 3, \"name\": \"oregano\", \"quantity\": 0.5, \"unit\": \"teaspoon\"}, {\"id\": 4, \"name\": \"paprika\", \"quantity\": 0.5, \"unit\": \"teaspoon\"}, {\"id\": 5, \"name\": \"black pepper\", \"quantity\": 0.25, \"unit\": \"teaspoon\"}, {\"id\": 6, \"name\": \"garlic powder\", \"quantity\": 0.25, \"unit\": \"teaspoon\"}, {\"id\": 7, \"name\": \"freshly minced garlic\", \"quantity\": 1, \"unit\": \"clove\"}, {\"id\": 8, \"name\": \"cayenne pepper\", \"quantity\": 0.0625, \"unit\": \"teaspoon\"}], \"steps\": [{\"number\": 1, \"description\": \"Preheat the oven to 350\\u00b0F (roughly 180\\u00b0C).\", \"preparation_time\": null, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": []}, {\"number\": 2, \"description\": \"Gently cut slices of white bread into squares with a chef's knife. One to two slices is usually enough for one person.\", \"preparation_time\": 5, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 1}]}, {\"number\": 3, \"description\": \"In a large bowl combine olive oil, spices, and bread squares and gently mix to thoroughly season bread. Spices can be anything but I recommend oregano, paprika, black pepper, garlic powder or freshly minced garlic, and a small pinch of cayenne.\", \"preparation_time\": 5, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 1}, {\"id\": 2}, {\"id\": 3}, {\"id\": 4}, {\"id\": 5}, {\"id\": 6}, {\"id\": 7}, {\"id\": 8}]}, {\"number\": 4, \"description\": \"Spread seasoned bread squares large face down onto a baking sheet evenly and put in oven for 6-8 minutes.\", \"preparation_time\": null, \"cooking_time\": 6, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 1}, {\"id\": 2}, {\"id\": 3}, {\"id\": 4}, {\"id\": 5}, {\"id\": 6}, {\"id\": 7}, {\"id\": 8}]}, {\"number\": 5, \"description\": \"Once the bread has crisped flip each square and put back in oven for another 6-8 minutes or until crispy throughout.\", \"preparation_time\": null, \"cooking_time\": 6, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 1}, {\"id\": 2}, {\"id\": 3}, {\"id\": 4}, {\"id\": 5}, {\"id\": 6}, {\"id\": 7}, {\"id\": 8}]}, {\"number\": 6, \"description\": \"Once fully baked, let rest until cool. These can be eaten immediately or saved in a sandwich bag for later.\", \"preparation_time\": null, \"cooking_time\": null, \"waiting_time\": 10, \"used_ingredients\": [{\"id\": 1}]}], \"total_preparation_time\": {\"min\": 15, \"max\": 15}, \"total_cooking_time\": {\"min\": 12, \"max\": 16}, \"total_waiting_time\": {\"min\": 10, \"max\": 10}, \"comments\": [], \"inference_assumptions\": [\"Assumed that the recipe serves one person\", \"Assumed that the bread squares are evenly sized\"]}. Got: 26 validation errors for Recipe\n",
      "steps.1.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 1}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.2.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 1}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.2.used_ingredients.1\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 2}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.2.used_ingredients.2\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 3}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.2.used_ingredients.3\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 4}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.2.used_ingredients.4\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 5}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.2.used_ingredients.5\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 6}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.2.used_ingredients.6\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 7}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.2.used_ingredients.7\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 8}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.3.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 1}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.3.used_ingredients.1\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 2}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.3.used_ingredients.2\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 3}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.3.used_ingredients.3\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 4}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.3.used_ingredients.4\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 5}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.3.used_ingredients.5\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 6}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.3.used_ingredients.6\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 7}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.3.used_ingredients.7\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 8}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.4.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 1}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.4.used_ingredients.1\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 2}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.4.used_ingredients.2\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 3}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.4.used_ingredients.3\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 4}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.4.used_ingredients.4\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 5}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.4.used_ingredients.5\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 6}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.4.used_ingredients.6\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 7}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.4.used_ingredients.7\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 8}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.5.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 1}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "Error in parsing Invalid json output: Here is the recipe for French Toast in the required JSON format:\n",
      "\n",
      "```json\n",
      "{\n",
      "  \"name\": \"French Toast\",\n",
      "  \"serving_size\": 5,\n",
      "  \"ingredients\": [\n",
      "    {\n",
      "      \"id\": 1,\n",
      "      \"name\": \"eggs\",\n",
      "      \"quantity\": 2,\n",
      "      \"unit\": null\n",
      "    },\n",
      "    {\n",
      "      \"id\": 2,\n",
      "      \"name\": \"milk\",\n",
      "      \"quantity\": 0.5,\n",
      "      \"unit\": \"cup\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 3,\n",
      "      \"name\": \"bread\",\n",
      "      \"quantity\": 5,\n",
      "      \"unit\": \"slices\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 4,\n",
      "      \"name\": \"butter\",\n",
      "      \"quantity\": null,\n",
      "      \"unit\": null\n",
      "    },\n",
      "    {\n",
      "      \"id\": 5,\n",
      "      \"name\": \"maple syrup\",\n",
      "      \"quantity\": null,\n",
      "      \"unit\": null\n",
      "    }\n",
      "  ],\n",
      "  \"steps\": [\n",
      "    {\n",
      "      \"number\": 1,\n",
      "      \"description\": \"Butter up a frying pan and set it on the burner with low-medium heat.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [4]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 2,\n",
      "      \"description\": \"Take your two eggs and crack them into a bowl together.\",\n",
      "      \"preparation_time\": 1,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [1]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 3,\n",
      "      \"pour milk in the bowl with the eggs.\",\n",
      "      \"preparation_time\": 1,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [2]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 4,\n",
      "      \"description\": \"Break the yolks and stir the eggs and milk well with a beater until it's a smooth, yellow liquid.\",\n",
      "      \"preparation_time\": 2,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [1, 2]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 5,\n",
      "      \"description\": \"Dip one side of bread into the bowl, making sure the liquid gets into all of the surface area of that side.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [3, 1, 2]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 6,\n",
      "      \"description\": \"Immediately bring the side back up and scrape off any access liquid on the side with a butter knife.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [3, 1, 2]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 7,\n",
      "      \"description\": \"Repeat steps 5-6, but for the other side of the bread.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [3, 1, 2]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 8,\n",
      "      \"description\": \"Drop into the hot pan.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": 3,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [3, 4]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 9,\n",
      "      \"description\": \"Cook both sides until golden brown, then plop onto a plate.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": 3,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [3, 4]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 10,\n",
      "      \"description\": \"Repeat steps 5 to 9 until you have cooked all of your bread.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [3, 1, 2, 4]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 11,\n",
      "      \"description\": \"Drench french toast stack in Maple syrup (Optional)\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [5]\n",
      "    }\n",
      "  ],\n",
      "  \"total_preparation_time\": {\n",
      "    \"min\": 10,\n",
      "    \"max\": 10\n",
      "  },\n",
      "  \"total_cooking_time\": {\n",
      "    \"min\": 15,\n",
      "    \"max\": 15\n",
      "  },\n",
      "  \"total_waiting_time\": {\n",
      "    \"min\": 0,\n",
      "    \"max\": 0\n",
      "  },\n",
      "  \"comments\": [\n",
      "    \"Make sure to adjust the heat to ensure the toast is cooked through without burning.\",\n",
      "    \"Feel free to add any additional toppings such as fruit or powdered sugar.\"\n",
      "  ],\n",
      "  \"inference_assumptions\": [\n",
      "    \"Assumed that low-medium heat is a range between 2-4 on a stovetop.\",\n",
      "    \"Assumed that the cook has basic kitchen utensils such as a bowl, beater, and butter knife.\"\n",
      "  ]\n",
      "}\n",
      "```\n",
      "\n",
      "The recipe serves 5 people, and the ingredients are eggs, milk, bread, butter, and maple syrup. The preparation time is approximately 10 minutes, the cooking time is 15 minutes, and the waiting time is 0 minutes. The recipe includes comments and assumptions made during the generation process.\n",
      "Error in parsing Invalid json output: Here is the recipe for Sesame Tofu and Noodles in the required JSON format:\n",
      "\n",
      "```json\n",
      "{\n",
      "  \"name\": \"Sesame Tofu and Noodles\",\n",
      "  \"serving_size\": 2,\n",
      "  \"ingredients\": [\n",
      "    {\n",
      "      \"id\": 1,\n",
      "      \"name\": \"precooked thick wheat noodles\",\n",
      "      \"quantity\": 10,\n",
      "      \"unit\": \"oz\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 2,\n",
      "      \"name\": \"soy sauce\",\n",
      "      \"quantity\": 3,\n",
      "      \"unit\": \"tablespoons\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 3,\n",
      "      \"name\": \"oyster sauce\",\n",
      "      \"quantity\": 2,\n",
      "      \"unit\": \"tablespoons\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 4,\n",
      "      \"name\": \"sesame oil\",\n",
      "      \"quantity\": 2,\n",
      "      \"unit\": \"teaspoons\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 5,\n",
      "      \"name\": \"peanut oil or other suitable frying oil\",\n",
      "      \"quantity\": 2,\n",
      "      \"unit\": \"tablespoons\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 6,\n",
      "      \"name\": \"firm tofu\",\n",
      "      \"quantity\": 6,\n",
      "      \"unit\": \"oz\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 7,\n",
      "      \"name\": \"carrot\",\n",
      "      \"quantity\": 1,\n",
      "      \"unit\": null\n",
      "    },\n",
      "    {\n",
      "      \"id\": 8,\n",
      "      \"name\": \"broccoli\",\n",
      "      \"quantity\": 2,\n",
      "      \"unit\": \"cups\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 9,\n",
      "      \"name\": \"garlic\",\n",
      "      \"quantity\": 2,\n",
      "      \"unit\": \"cloves\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 10,\n",
      "      \"name\": \"ginger\",\n",
      "      \"quantity\": 2,\n",
      "      \"unit\": \"teaspoons\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 11,\n",
      "      \"name\": \"roasted cashews\",\n",
      "      \"quantity\": 1/2,\n",
      "      \"unit\": \"cup\"\n",
      "    }\n",
      "  ],\n",
      "  \"steps\": [\n",
      "    {\n",
      "      \"number\": 1,\n",
      "      \"description\": \"Loosen the precooked noodles by soaking in a bowl of hot water for 2-3 minutes, then drain and set aside.\",\n",
      "      \"preparation_time\": 3,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [1]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 2,\n",
      "      \"description\": \"Mix together the soy sauce, oyster sauce, sesame oil and 2 Tbsp water in a bowl.\",\n",
      "      \"preparation_time\": 1,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [2, 3, 4]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 3,\n",
      "      \"description\": \"Heat a wok or large frying pan over a high heat, add the oil and stir-fry the carrot and broccoli for 2 minutes.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": 2,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [5, 7, 8]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 4,\n",
      "      \"description\": \"Add the tofu and stir-fry for 4 minutes.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": 4,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [6]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 5,\n",
      "      \"description\": \"Add the garlic and ginger and stir-fry for a minute.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": 1,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [9, 10]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 6,\n",
      "      \"description\": \"Stir through the noodles and then add the sauce mixture and cashews and mix until thoroughly combined and heated through.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": 2,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [1, 2, 3, 4, 5, 6, 11]\n",
      "    }\n",
      "  ],\n",
      "  \"total_preparation_time\": {\n",
      "    \"min\": 6,\n",
      "    \"max\": 6\n",
      "  },\n",
      "  \"total_cooking_time\": {\n",
      "    \"min\": 9,\n",
      "    \"max\": 9\n",
      "  },\n",
      "  \"total_waiting_time\": {\n",
      "    \"min\": 2,\n",
      "    \"max\": 2\n",
      "  },\n",
      "  \"comments\": [],\n",
      "  \"inference_assumptions\": [\n",
      "    \"Assumed that the recipe serves two people\",\n",
      "    \"Assumed that the precooked noodles are drained after soaking\"\n",
      "  ]\n",
      "}\n",
      "```\n",
      "The recipe makes two servings and takes a total of 9-17 minutes to prepare, cook, and wait. The preparation time is 6 minutes, the cooking time is 9 minutes, and the waiting time is 2 minutes. The recipe uses 11 ingredients, including precooked thick wheat noodles, soy sauce, oyster sauce, sesame oil, peanut oil, firm tofu, carrot, broccoli, garlic, ginger, and roasted cashews. The recipe has six steps, including soaking the noodles, mixing the sauce, stir-frying the vegetables and tofu, and combining the ingredients. The inference assumptions include assuming that the recipe serves two people and that the precooked noodles are drained after soaking.\n",
      "Error in parsing Failed to parse Recipe from completion {\"name\": \"Kropsua\", \"serving_size\": 6, \"ingredients\": [{\"id\": 1, \"name\": \"unsalted butter\", \"quantity\": 1, \"unit\": \"cup\"}, {\"id\": 2, \"name\": \"eggs\", \"quantity\": 2, \"unit\": \"large\"}, {\"id\": 3, \"name\": \"sugar\", \"quantity\": 2, \"unit\": \"tablespoons\"}, {\"id\": 4, \"name\": \"salt\", \"quantity\": 0.5, \"unit\": \"teaspoon\"}, {\"id\": 5, \"name\": \"whole milk\", \"quantity\": 2, \"unit\": \"cups\"}, {\"id\": 6, \"name\": \"all-purpose flour\", \"quantity\": 1, \"unit\": \"cup\"}, {\"id\": 7, \"name\": \"nutmeg\", \"quantity\": 0.25, \"unit\": \"teaspoon\"}, {\"id\": 8, \"name\": \"maple syrup\", \"quantity\": null, \"unit\": null}], \"steps\": [{\"number\": 1, \"description\": \"Preheat the oven to 400\\u00b0F (204\\u00b0C).\", \"preparation_time\": null, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": []}, {\"number\": 2, \"description\": \"In a large mixing bowl, whisk together the flour, sugar, and salt.\", \"preparation_time\": 5, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 3}, {\"id\": 4}, {\"id\": 6}]}, {\"number\": 3, \"description\": \"Add the milk and eggs to the dry ingredients and mix until smooth.\", \"preparation_time\": 5, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 2}, {\"id\": 5}]}, {\"number\": 4, \"description\": \"Place a 9x13 inch glass baking dish in the oven with 1 stick (1/2 cup) of unsalted butter. Allow the butter to melt completely, but do not burn it.\", \"preparation_time\": null, \"cooking_time\": 5, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 1}]}, {\"number\": 5, \"description\": \"Carefully remove the hot baking dish with melted butter from the oven. Pour the batter into the dish over the melted butter.\", \"preparation_time\": 5, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 1}]}, {\"number\": 6, \"description\": \"Bake for 40 minutes, or until the pancake has puffed up and turned golden brown.\", \"preparation_time\": null, \"cooking_time\": 40, \"waiting_time\": null, \"used_ingredients\": []}, {\"number\": 7, \"description\": \"Remove the kropsua from the oven and sprinkle a small amount of nutmeg on top.\", \"preparation_time\": null, \"cooking_time\": null, \"waiting_time\": 2, \"used_ingredients\": [{\"id\": 7}]}, {\"number\": 8, \"description\": \"Cut the kropsua into squares and serve with maple syrup.\", \"preparation_time\": 5, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 8}]}], \"total_preparation_time\": {\"min\": 20, \"max\": 20}, \"total_cooking_time\": {\"min\": 45, \"max\": 45}, \"total_waiting_time\": {\"min\": 2, \"max\": 2}, \"comments\": [], \"inference_assumptions\": [\"Assumed that the recipe serves 6 people based on the given ingredient quantities.\"]}. Got: 9 validation errors for Recipe\n",
      "steps.1.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 3}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.1.used_ingredients.1\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 4}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.1.used_ingredients.2\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 6}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.2.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 2}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.2.used_ingredients.1\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 5}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.3.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 1}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.4.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 1}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.6.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 7}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.7.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 8}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Retrying langchain_mistralai.chat_models.acompletion_with_retry.<locals>._completion_with_retry in 4.0 seconds as it raised ReadTimeout: .\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Error in parsing Invalid json output: Here is the recipe for Hungarian Paprika Chicken, formatted as a JSON instance that conforms to the provided schema:\n",
      "\n",
      "```json\n",
      "{\n",
      "  \"name\": \"Hungarian Paprika Chicken\",\n",
      "  \"serving_size\": 4,\n",
      "  \"ingredients\": [\n",
      "    {\n",
      "      \"id\": 1,\n",
      "      \"name\": \"chicken thighs\",\n",
      "      \"quantity\": 8,\n",
      "      \"unit\": \"pieces\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 2,\n",
      "      \"name\": \"salt\",\n",
      "      \"quantity\": null,\n",
      "      \"unit\": null\n",
      "    },\n",
      "    {\n",
      "      \"id\": 3,\n",
      "      \"name\": \"black pepper\",\n",
      "      \"quantity\": null,\n",
      "      \"unit\": null\n",
      "    },\n",
      "    {\n",
      "      \"id\": 4,\n",
      "      \"name\": \"chicken or beef broth\",\n",
      "      \"quantity\": 2,\n",
      "      \"unit\": \"cups\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 5,\n",
      "      \"name\": \"olive oil\",\n",
      "      \"quantity\": 2,\n",
      "      \"unit\": \"tablespoons\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 6,\n",
      "      \"name\": \"onions\",\n",
      "      \"quantity\": 2,\n",
      "      \"unit\": \"medium\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 7,\n",
      "      \"name\": \"powdered garlic\",\n",
      "      \"quantity\": 1,\n",
      "      \"unit\": \"tablespoon\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 8,\n",
      "      \"name\": \"tomato paste\",\n",
      "      \"quantity\": 3,\n",
      "      \"unit\": \"tablespoons\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 9,\n",
      "      \"name\": \"Hungarian paprika\",\n",
      "      \"quantity\": 1/4,\n",
      "      \"unit\": \"cup\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 10,\n",
      "      \"name\": \"cayenne pepper\",\n",
      "      \"quantity\": null,\n",
      "      \"unit\": \"tablespoon\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 11,\n",
      "      \"name\": \"sour cream\",\n",
      "      \"quantity\": null,\n",
      "      \"unit\": \"cup\"\n",
      "    }\n",
      "  ],\n",
      "  \"steps\": [\n",
      "    {\n",
      "      \"number\": 1,\n",
      "      \"description\": \"Pat raw chicken thighs with paper towels for crispier skin. Season with salt and pepper.\",\n",
      "      \"preparation_time\": 5,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [1, 2, 3]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 2,\n",
      "      \"description\": \"Heat up a heavy, deep-sided pan on high heat with a little olive oil.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [5]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 3,\n",
      "      \"description\": \"Add the chicken thighs skin-side down. Brown the thighs for five minutes on each side then remove each thigh and place them aside once browned.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": 10,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [1, 5]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 4,\n",
      "      \"description\": \"Add chopped onions to the pan with the chicken fat and sauce until the onions are golden.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": 5,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [5, 6]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 5,\n",
      "      \"description\": \"Add powdered garlic and tomato paste. Stir this another 5 minutes to create a tomato-roux.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": 5,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [5, 7, 8]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 6,\n",
      "      \"description\": \"Add Hungarian paprika and stir another minute.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": 1,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [9]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 7,\n",
      "      \"description\": \"Add chicken or beef broth and bring it to a medium temperature.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": 5,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [4]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 8,\n",
      "      \"description\": \"Reduce the heat to medium low and transfer the chicken thighs from the plate back into the pan. Be sure not to waste any chicken fat.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [1, 5]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 9,\n",
      "      \"description\": \"Cover the pan with a lid and simmer the dish for 45 to 60 minutes.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": 45,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": []\n",
      "    },\n",
      "    {\n",
      "      \"number\": 10,\n",
      "      \"description\": \"With a fork, test to see that the chicken is tender. Add salt and pepper to taste afterwards.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [2, 3]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 11,\n",
      "      \"description\": \"Plate the chicken with an optional dusting of cayenne pepper and serve it with some nice hearty bread. This dish has sour cream added to it traditionally, however if dairy is not your thing it’s delicious without it also. So for this last step you can add some sour cream to the sauce and stir it or add the sour cream at the end when you plate the chicken. Then garnish with herbs and enjoy!\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [10, 11]\n",
      "    }\n",
      "  ],\n",
      "  \"total_preparation_time\": {\n",
      "    \"min\": 30,\n",
      "    \"max\": 35\n",
      "  },\n",
      "  \"total_cooking_time\": {\n",
      "    \"min\": 60,\n",
      "    \"max\": 70\n",
      "  },\n",
      "  \"total_waiting_time\": {\n",
      "    \"min\": 45,\n",
      "    \"max\": 60\n",
      "  },\n",
      "  \"comments\": [],\n",
      "  \"inference_assumptions\": [\n",
      "    \"Assumed that the recipe serves 4 people\",\n",
      "    \"Assumed that the chicken thighs are bone-in and skin-on\",\n",
      "    \"Assumed that the onions are chopped before adding to the pan\",\n",
      "    \"Assumed that the garlic is powdered\",\n",
      "    \"Assumed that the cayenne pepper is optional and sour cream is also optional\"\n",
      "  ]\n",
      "}\n",
      "```\n",
      "Here is a breakdown of the total time:\n",
      "\n",
      "* Preparation time: 30-35 minutes (this includes patting the chicken dry, chopping the onions, and measuring out the ingredients)\n",
      "* Cooking time: 60-70 minutes (this includes browning the chicken, sautéing the onions, and simmering the dish)\n",
      "* Waiting time: 45-60 minutes (this is the time it takes for the chicken to simmer and become tender)\n",
      "\n",
      "Note that the preparation time may vary depending on how quickly you can chop the onions and measure out the ingredients. The cooking and waiting times are approximate and may vary depending on your stove and the size of the chicken thighs.\n",
      "Error in parsing Invalid json output: Here is the recipe for the dish, formatted as a JSON instance that conforms to the provided schema:\n",
      "\n",
      "```json\n",
      "{\n",
      "  \"name\": \"Lamb and Beetroot Stew with Greens\",\n",
      "  \"serving_size\": 4,\n",
      "  \"ingredients\": [\n",
      "    {\n",
      "      \"id\": 1,\n",
      "      \"name\": \"lamb leg meat\",\n",
      "      \"quantity\": 450,\n",
      "      \"unit\": \"g\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 2,\n",
      "      \"name\": \"sesame oil, olive oil, or rendered fat\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 3,\n",
      "      \"name\": \"water\",\n",
      "      \"quantity\": 350,\n",
      "      \"unit\": \"mL\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 4,\n",
      "      \"name\": \"sour-tasting beer (e.g. Weißbier)\",\n",
      "      \"quantity\": 350,\n",
      "      \"unit\": \"mL\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 5,\n",
      "      \"name\": \"onion\",\n",
      "      \"quantity\": 1,\n",
      "      \"unit\": null\n",
      "    },\n",
      "    {\n",
      "      \"id\": 6,\n",
      "      \"name\": \"arugula\",\n",
      "      \"quantity\": 2,\n",
      "      \"unit\": \"cups\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 7,\n",
      "      \"name\": \"cilantro\",\n",
      "      \"quantity\": 3/4,\n",
      "      \"unit\": \"cup\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 8,\n",
      "      \"name\": \"cumin seeds or powder\",\n",
      "      \"quantity\": 2,\n",
      "      \"unit\": \"tsp\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 9,\n",
      "      \"name\": \"beetroots\",\n",
      "      \"quantity\": 2,\n",
      "      \"unit\": null\n",
      "    },\n",
      "    {\n",
      "      \"id\": 10,\n",
      "      \"name\": \"leek\",\n",
      "      \"quantity\": 1,\n",
      "      \"unit\": null\n",
      "    },\n",
      "    {\n",
      "      \"id\": 11,\n",
      "      \"name\": \"garlic\",\n",
      "      \"quantity\": 3-9,\n",
      "      \"unit\": \"cloves\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 12,\n",
      "      \"name\": \"Persian shallot (Akkadian: *samidu*; uncertain translation)\",\n",
      "      \"quantity\": 1,\n",
      "      \"unit\": null\n",
      "    },\n",
      "    {\n",
      "      \"id\": 13,\n",
      "      \"name\": \"Egyptian leek (Akkadian: *suhutinnu*; uncertain translation)\",\n",
      "      \"quantity\": 1,\n",
      "      \"unit\": null\n",
      "    },\n",
      "    {\n",
      "      \"id\": 14,\n",
      "      \"name\": \"coriander seeds\",\n",
      "      \"quantity\": null,\n",
      "      \"unit\": \"for garnish\"\n",
      "    }\n",
      "  ],\n",
      "  \"steps\": [\n",
      "    {\n",
      "      \"number\": 1,\n",
      "      \"description\": \"Add oil/fat to a large pot (preferably iron) and set over high heat. Sear lamb for several minutes in the oil/fat until lightly browned.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": 10,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [1, 2]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 2,\n",
      "      \"description\": \"Add onions and cook for 5 minutes\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": 5,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [1, 2, 5]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 3,\n",
      "      \"description\": \"Add beetroots and let cook for 5 minutes\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": 5,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [1, 2, 9]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 4,\n",
      "      \"description\": \"Add salt, water, beer, arugula, cilantro, shallot, and cumin. Bring to a boil.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": 10,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [1, 2, 3, 4, 6, 7, 12, 13, 8]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 5,\n",
      "      \"description\": \"Mix garlic with leek and Egyptian leek, and add the mixture to the pot\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": 5,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [1, 2, 10, 11]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 6,\n",
      "      \"description\": \"Lower heat to medium and let simmer for 60 minutes, or until the beetroot and meat are cooked to your liking\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": 60,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [1, 2, 9]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 7,\n",
      "      \"description\": \"Once the tuh'u has finished cooking, serve in a bowl. Sprinkle with coriander seeds. Garnish with chopped cilantro and chopped Egyptian leek\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [1, 2, 14, 7, 13]\n",
      "    }\n",
      "  ],\n",
      "  \"total_preparation_time\": {\n",
      "    \"min\": 30,\n",
      "    \"max\": 30\n",
      "  },\n",
      "  \"total_cooking_time\": {\n",
      "    \"min\": 90,\n",
      "    \"max\": 90\n",
      "  },\n",
      "  \"total_waiting_time\": {\n",
      "    \"min\": 60,\n",
      "    \"max\": 60\n",
      "  },\n",
      "  \"comments\": [],\n",
      "  \"inference_assumptions\": [\n",
      "    \"Assumed that the recipe serves 4 people\",\n",
      "    \"Assumed that the oil/fat used is enough to sear the lamb and cook the onions and beetroots\",\n",
      "    \"Assumed that the water and beer are added to cover the ingredients in the pot\",\n",
      "    \"Assumed that the garlic, leek, and Egyptian leek are minced or diced before being added to the pot\",\n",
      "    \"Assumed that the Persian shallot and Egyptian leek are uncertain translations and can be replaced with regular shallots and leeks\"\n",
      "  ]\n",
      "}\n",
      "```\n",
      "Here is a breakdown of the total time for the recipe:\n",
      "\n",
      "* Preparation time: 30 minutes (this includes chopping the onion, beetroots, arugula, cilantro, shallot, and Egyptian leek, as well as mincing or dicing the garlic, leek, and Egyptian leek)\n",
      "* Cooking time: 90 minutes (this includes searing the lamb, cooking the onions and beetroots, simmering the stew, and serving the dish)\n",
      "* Waiting time: 60 minutes (this is the time it takes for the stew to simmer and cook the beetroot and meat to your liking)\n",
      "\n",
      "Note that the preparation time, cooking time, and waiting time are estimates and can vary depending on the size of the pot, the heat of the stove, and the size of the ingredients. The inference assumptions are based on common cooking practices and may not be accurate for all situations.\n",
      "Error in parsing Invalid json output: Here is the recipe for Italian Meatballs in JSON format:\n",
      "\n",
      "```json\n",
      "{\n",
      "  \"name\": \"Italian Meatballs\",\n",
      "  \"serving_size\": 4,\n",
      "  \"ingredients\": [\n",
      "    {\n",
      "      \"id\": 1,\n",
      "      \"name\": \"ground beef\",\n",
      "      \"quantity\": 1,\n",
      "      \"unit\": \"pound\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 2,\n",
      "      \"name\": \"ground pork\",\n",
      "      \"quantity\": 1,\n",
      "      \"unit\": \"pound\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 3,\n",
      "      \"name\": \"italian breadcrumbs\",\n",
      "      \"quantity\": 0.5,\n",
      "      \"unit\": \"cup\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 4,\n",
      "      \"name\": \"milk\",\n",
      "      \"quantity\": 1/3,\n",
      "      \"unit\": \"cup\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 5,\n",
      "      \"name\": \"yellow onion\",\n",
      "      \"quantity\": 0.25,\n",
      "      \"unit\": \"cup\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 6,\n",
      "      \"name\": \"egg\",\n",
      "      \"quantity\": 1,\n",
      "      \"unit\": \"unit\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 7,\n",
      "      \"name\": \"parmesan\",\n",
      "      \"quantity\": 0.5,\n",
      "      \"unit\": \"cup\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 8,\n",
      "      \"name\": \"parsley\",\n",
      "      \"quantity\": 0.25,\n",
      "      \"unit\": \"cup\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 9,\n",
      "      \"name\": \"red pepper flakes\",\n",
      "      \"quantity\": 2,\n",
      "      \"unit\": \"tablespoon\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 10,\n",
      "      \"name\": \"dried oregano\",\n",
      "      \"quantity\": 2,\n",
      "      \"unit\": \"tablespoon\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 11,\n",
      "      \"name\": \"rosemary\",\n",
      "      \"quantity\": 1,\n",
      "      \"unit\": \"tablespoon\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 12,\n",
      "      \"name\": \"basil\",\n",
      "      \"quantity\": 1,\n",
      "      \"unit\": \"tablespoon\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 13,\n",
      "      \"name\": \"garlic powder\",\n",
      "      \"quantity\": 1,\n",
      "      \"unit\": \"tablespoon\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 14,\n",
      "      \"name\": \"salt and pepper\",\n",
      "      \"quantity\": null,\n",
      "      \"unit\": null\n",
      "    }\n",
      "  ],\n",
      "  \"steps\": [\n",
      "    {\n",
      "      \"number\": 1,\n",
      "      \"description\": \"Preheat the oven to 200°C/400F\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": []\n",
      "    },\n",
      "    {\n",
      "      \"number\": 2,\n",
      "      \"description\": \"In a bowl, combine all ingredients\",\n",
      "      \"preparation_time\": 10,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 3,\n",
      "      \"description\": \"Hand form into balls by packing with your hands and then rolling. Set aside on a baking sheet, preferably one with a cooling rack\",\n",
      "      \"preparation_time\": 10,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 4,\n",
      "      \"description\": \"Heat a large skillet to medium-high heat\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": []\n",
      "    },\n",
      "    {\n",
      "      \"number\": 5,\n",
      "      \"description\": \"Add 1-2 tbsp of oil to the skillet (enough to evenly coat the skillet), and bring to heat\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [14]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 6,\n",
      "      \"description\": \"Fill the skillet with meatballs, start by browning one face, flip once at after 2-3 minutes, and then remove to the baking sheet after another 2-3 minute. Continue in batches until all meatballs have been browned\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": 10,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [1, 2]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 7,\n",
      "      \"description\": \"Transfer to the oven, and cook until the inside registers 60°C/140F on an instant read thermometer. This should be about 20 minutes for large meatballs (16 per batch), maybe 10 for small (48 per batch)\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": 20,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [1, 2]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 8,\n",
      "      \"description\": \"Serve with pasta or on a meatball sub\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": []\n",
      "    }\n",
      "  ],\n",
      "  \"total_preparation_time\": {\n",
      "    \"min\": 20,\n",
      "    \"max\": 20\n",
      "  },\n",
      "  \"total_cooking_time\": {\n",
      "    \"min\": 20,\n",
      "    \"max\": 30\n",
      "  },\n",
      "  \"total_waiting_time\": {\n",
      "    \"min\": null,\n",
      "    \"max\": null\n",
      "  },\n",
      "  \"comments\": [\n",
      "    \"I prefer large meatballs (larger than a golf ball) and shoot for 16-20 for 2 lbs of meat, but if you prefer smaller meatballs you can opt for as many as 48\",\n",
      "    \"It is OK and expected for the meatballs to lose some of their spherical shape at this point\",\n",
      "    \"You can skip this step and go straight the oven if you want to cut corners\"\n",
      "  ],\n",
      "  \"inference_assumptions\": [\n",
      "    \"Assumed that the recipe serves 4 people\",\n",
      "    \"Assumed that the milk is 2% fat\",\n",
      "    \"Assumed that the ground beef and pork are 90/10 and 93/7 respectively\",\n",
      "    \"Assumed that the red pepper flakes are not too spicy\",\n",
      "    \"Assumed that the meatballs are cooked in a single layer in the skillet\"\n",
      "  ]\n",
      "}\n",
      "```\n",
      "\n",
      "The recipe makes 4 servings of Italian Meatballs. The ingredients include 1 pound of ground beef, 1 pound of ground pork, 0.5 cup of italian breadcrumbs, 1/3 cup of milk, 0.25 cup of diced yellow onion, 1 egg, 0.5 cup of shredded parmesan, 0.25 cup of chopped parsley, 2 tablespoons of red pepper flakes, 2 tablespoons of dried oregano, 1 tablespoon of rosemary, 1 tablespoon of basil, 1 tablespoon of garlic powder, and salt and pepper to taste.\n",
      "\n",
      "The steps to make the recipe are as follows:\n",
      "\n",
      "1. Preheat the oven to 200°C/400F.\n",
      "2. In a bowl, combine all ingredients.\n",
      "3. Hand form into balls by packing with your hands and then rolling. Set aside on a baking sheet, preferably one with a cooling rack.\n",
      "4. Heat a large skillet to medium-high heat.\n",
      "5. Add 1-2 tbsp of oil to the skillet (enough to evenly coat the skillet), and bring to heat.\n",
      "6. Fill the skillet with meatballs, start by browning one face, flip once at after 2-3 minutes, and then remove to the baking sheet after another 2-3 minute. Continue in batches until all meatballs have been browned.\n",
      "7. Transfer to the oven, and cook until the inside registers 60°C/140F on an instant read thermometer. This should be about 20 minutes for large meatballs (16 per batch), maybe 10 for small (48 per batch).\n",
      "8. Serve with pasta or on a meatball sub.\n",
      "\n",
      "The total preparation time for the recipe is 20 minutes, the total cooking time is 20-30 minutes, and the total waiting time is null. The recipe assumes that the milk is 2% fat, the ground beef and pork are 90/10 and 93/7 respectively, the red pepper flakes are not too spicy, and the meatballs are cooked in a single layer in the skillet.\n",
      "Error in parsing Failed to parse Recipe from completion {\"name\": \"Traeger Baby Back Ribs\", \"serving_size\": 2, \"ingredients\": [{\"id\": 1, \"name\": \"applewood\", \"quantity\": null, \"unit\": \"pieces\"}, {\"id\": 2, \"name\": \"baby back rib racks\", \"quantity\": 2, \"unit\": \"racks\"}, {\"id\": 3, \"name\": \"barbecue rub\", \"quantity\": null, \"unit\": \"container\"}, {\"id\": 4, \"name\": \"tin foil\", \"quantity\": null, \"unit\": \"sheets\"}, {\"id\": 5, \"name\": \"brown sugar\", \"quantity\": 1, \"unit\": \"bag\"}, {\"id\": 6, \"name\": \"honey\", \"quantity\": null, \"unit\": \"bottle\"}, {\"id\": 7, \"name\": \"barbecue sauce\", \"quantity\": null, \"unit\": \"bottle\"}, {\"id\": 8, \"name\": \"butter\", \"quantity\": 1, \"unit\": \"stick\"}], \"steps\": [{\"number\": 1, \"description\": \"Preheat your smoker to 180 degrees Fahrenheit using applewood.\", \"preparation_time\": null, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": []}, {\"number\": 2, \"description\": \"Take the membrane off of the back of the ribs if your butcher hasn't already done so.\", \"preparation_time\": 10, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": []}, {\"number\": 3, \"description\": \"Cover both sides of the ribs heavily in your barbecue rub, and let sit at room temp for 30 minutes.\", \"preparation_time\": 5, \"cooking_time\": null, \"waiting_time\": 30, \"used_ingredients\": [{\"id\": 3, \"name\": \"barbecue rub\"}]}, {\"number\": 4, \"description\": \"Place the ribs bone down (meat up) on your smoker, and let smoke at 180 degrees Fahrenheit for 3 hours.\", \"preparation_time\": null, \"cooking_time\": 180, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 1, \"name\": \"applewood\"}, {\"id\": 3, \"name\": \"barbecue rub\"}]}, {\"number\": 5, \"description\": \"Take the meat out and place on top of two sheets of tin foil. Then, apply a generous amount of brown sugar and honey to both sides of the ribs, followed by a small amount of the barbecue rub. If you have butter, cut it into slices and add it on the meat side (butter is optional).\", \"preparation_time\": 5, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 4, \"name\": \"tin foil\"}, {\"id\": 5, \"name\": \"brown sugar\"}, {\"id\": 6, \"name\": \"honey\"}, {\"id\": 3, \"name\": \"barbecue rub\"}, {\"id\": 8, \"name\": \"butter\"}]}, {\"number\": 6, \"description\": \"Wrap your ribs in the tin foil and place them back on the smoker at 225 degrees Fahrenheit for 2 hours.\", \"preparation_time\": 5, \"cooking_time\": 120, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 4, \"name\": \"tin foil\"}]}, {\"number\": 7, \"description\": \"Take your ribs out of the foil and place them bone down (meat up) on your smoker.\", \"preparation_time\": null, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": []}, {\"number\": 8, \"description\": \"Apply a generous helping of your barbecue sauce to the ribs once every 30 minutes for an hour (twice).\", \"preparation_time\": null, \"cooking_time\": 60, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 7, \"name\": \"barbecue sauce\"}]}, {\"number\": 9, \"description\": \"Take out of smoker and cover in tin foil, allow to sit for 10-30 minutes before serving.\", \"preparation_time\": null, \"cooking_time\": null, \"waiting_time\": 10, \"used_ingredients\": [{\"id\": 4, \"name\": \"tin foil\"}]}], \"total_preparation_time\": {\"min\": 30, \"max\": 30}, \"total_cooking_time\": {\"min\": 210, \"max\": 210}, \"total_waiting_time\": {\"min\": 30, \"max\": 30}, \"comments\": [\"Make sure to monitor the smoker temperature and adjust as necessary.\", \"The cooking times are approximate and may vary depending on the smoker and the size of the ribs.\"], \"inference_assumptions\": [\"Assumed that the smoker is already owned and set up.\", \"Assumed that the barbecue rub, brown sugar, honey, and barbecue sauce are already owned.\", \"Assumed that the ribs are already trimmed and cleaned.\"]}. Got: 11 validation errors for Recipe\n",
      "steps.2.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 3, 'name': 'barbecue rub'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.3.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 1, 'name': 'applewood'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.3.used_ingredients.1\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 3, 'name': 'barbecue rub'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.4.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 4, 'name': 'tin foil'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.4.used_ingredients.1\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 5, 'name': 'brown sugar'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.4.used_ingredients.2\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 6, 'name': 'honey'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.4.used_ingredients.3\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 3, 'name': 'barbecue rub'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.4.used_ingredients.4\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 8, 'name': 'butter'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.5.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 4, 'name': 'tin foil'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.7.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 7, 'name': 'barbecue sauce'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.8.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 4, 'name': 'tin foil'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "Error in parsing Invalid json output: Here is the recipe for Swiss Cheese Fondue in the requested JSON format:\n",
      "\n",
      "```json\n",
      "{\n",
      "  \"name\": \"Swiss Cheese Fondue\",\n",
      "  \"serving_size\": 4,\n",
      "  \"ingredients\": [\n",
      "    {\n",
      "      \"id\": 1,\n",
      "      \"name\": \"garlic clove\",\n",
      "      \"quantity\": 1,\n",
      "      \"unit\": null\n",
      "    },\n",
      "    {\n",
      "      \"id\": 2,\n",
      "      \"name\": \"white wine\",\n",
      "      \"quantity\": 4,\n",
      "      \"unit\": \"dl\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 3,\n",
      "      \"name\": \"Swiss cheese\",\n",
      "      \"quantity\": 800,\n",
      "      \"unit\": \"g\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 4,\n",
      "      \"name\": \"kirsch\",\n",
      "      \"quantity\": 1,\n",
      "      \"unit\": \"shot\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 5,\n",
      "      \"name\": \"lemon juice\",\n",
      "      \"quantity\": 1,\n",
      "      \"unit\": \"tsp\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 6,\n",
      "      \"name\": \"starch flour\",\n",
      "      \"quantity\": 1-2,\n",
      "      \"unit\": \"tbsp\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 7,\n",
      "      \"name\": \"white bread\",\n",
      "      \"quantity\": 1,\n",
      "      \"unit\": \"loaf\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 8,\n",
      "      \"name\": \"nutmeg\",\n",
      "      \"quantity\": null,\n",
      "      \"unit\": \"pinch\"\n",
      "    }\n",
      "  ],\n",
      "  \"steps\": [\n",
      "    {\n",
      "      \"number\": 1,\n",
      "      \"description\": \"Rub the pot with garlic clove.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [1]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 2,\n",
      "      \"description\": \"Cut bread into small squares.\",\n",
      "      \"preparation_time\": 5,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [7]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 3,\n",
      "      \"description\": \"Put cheese, starch, wine and lemon juice in pot and melt while stiring constantly.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": 10,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [2, 3, 5, 6]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 4,\n",
      "      \"description\": \"Season with a bit of pepper and nutmeg.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [8]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 5,\n",
      "      \"description\": \"Serve right away.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": []\n",
      "    },\n",
      "    {\n",
      "      \"number\": 6,\n",
      "      \"description\": \"Stick bread squares on fondue fork one by one and stir them in the fondue.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [7]\n",
      "    }\n",
      "  ],\n",
      "  \"total_preparation_time\": {\n",
      "    \"min\": 5,\n",
      "    \"max\": 5\n",
      "  },\n",
      "  \"total_cooking_time\": {\n",
      "    \"min\": 10,\n",
      "    \"max\": 10\n",
      "  },\n",
      "  \"total_waiting_time\": {\n",
      "    \"min\": null,\n",
      "    \"max\": null\n",
      "  },\n",
      "  \"comments\": [],\n",
      "  \"inference_assumptions\": [\n",
      "    \"Assumed that the recipe serves 4 people\",\n",
      "    \"Assumed that the `50/50 mix of Gruyère and Emmentaler recommended` is optional\"\n",
      "  ]\n",
      "}\n",
      "```\n",
      "\n",
      "The preparation time for step 2 is estimated to be 5 minutes, while the cooking time for step 3 is estimated to be 10 minutes. The remaining steps do not require any preparation, cooking, or waiting time. The total preparation time is therefore 5 minutes, the total cooking time is 10 minutes, and the total waiting time is assumed to be negligible.\n",
      "\n",
      "Note that the `inference_assumptions` field includes two assumptions made during the generation process: (1) the recipe serves 4 people, and (2) the `50/50 mix of Gruyère and Emmentaler recommended` is optional. These assumptions are provided to help clarify any potential ambiguities in the recipe.\n",
      "Error in parsing Invalid json output: Here is the recipe for Garam Masala in the requested JSON format:\n",
      "\n",
      "```json\n",
      "{\n",
      "  \"name\": \"Garam Masala\",\n",
      "  \"serving_size\": null,\n",
      "  \"ingredients\": [\n",
      "    {\n",
      "      \"id\": 1,\n",
      "      \"name\": \"Green Cardamom\",\n",
      "      \"quantity\": 4,\n",
      "      \"unit\": null\n",
      "    },\n",
      "    {\n",
      "      \"id\": 2,\n",
      "      \"name\": \"Black Cardamom\",\n",
      "      \"quantity\": 2,\n",
      "      \"unit\": null\n",
      "    },\n",
      "    {\n",
      "      \"id\": 3,\n",
      "      \"name\": \"Coriander\",\n",
      "      \"quantity\": 1,\n",
      "      \"unit\": \"tablespoon\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 4,\n",
      "      \"name\": \"Cloves\",\n",
      "      \"quantity\": null,\n",
      "      \"unit\": \"pods\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 5,\n",
      "      \"name\": \"Cumin\",\n",
      "      \"quantity\": 1,\n",
      "      \"unit\": \"tablespoon\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 6,\n",
      "      \"name\": \"Fennel seeds\",\n",
      "      \"quantity\": 1,\n",
      "      \"unit\": \"tablespoon\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 7,\n",
      "      \"name\": \"Bayleaf\",\n",
      "      \"quantity\": 5/6,\n",
      "      \"unit\": null\n",
      "    },\n",
      "    {\n",
      "      \"id\": 8,\n",
      "      \"name\": \"Black pepper pods\",\n",
      "      \"quantity\": 5/6,\n",
      "      \"unit\": null\n",
      "    },\n",
      "    {\n",
      "      \"id\": 9,\n",
      "      \"name\": \"Star anise\",\n",
      "      \"quantity\": 1,\n",
      "      \"unit\": null\n",
      "    },\n",
      "    {\n",
      "      \"id\": 10,\n",
      "      \"name\": \"Mace\",\n",
      "      \"quantity\": 3,\n",
      "      \"unit\": \"strands\"\n",
      "    }\n",
      "  ],\n",
      "  \"steps\": [\n",
      "    {\n",
      "      \"number\": 1,\n",
      "      \"description\": \"Wash all the dry spices really well.\",\n",
      "      \"preparation_time\": 10,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [1, 2, 3, 4, 5, 6, 7, 8, 9, 10]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 2,\n",
      "      \"description\": \"If you live in a place which is very sunny, sun dry your washed spices for about 1 day. If not then on a frying pan with a heavy bottom, place all the spices and dry roast them until aromatic.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": 10,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [1, 2, 3, 4, 5, 6, 7, 8, 9, 10]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 3,\n",
      "      \"description\": \"Cool the dry spices.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": 5,\n",
      "      \"used_ingredients\": [1, 2, 3, 4, 5, 6, 7, 8, 9, 10]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 4,\n",
      "      \"description\": \"Put them into a mixer and mix thoroughly.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [1, 2, 3, 4, 5, 6, 7, 8, 9, 10]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 5,\n",
      "      \"description\": \"Sieve the powder and add the larger pieces into the mixer once again and mix it again until everything turns into a fine powder. This step might need to be repeated a few times.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [1, 2, 3, 4, 5, 6, 7, 8, 9, 10]\n",
      "    }\n",
      "  ],\n",
      "  \"total_preparation_time\": {\n",
      "    \"min\": 25,\n",
      "    \"max\": 25\n",
      "  },\n",
      "  \"total_cooking_time\": {\n",
      "    \"min\": 10,\n",
      "    \"max\": 10\n",
      "  },\n",
      "  \"total_waiting_time\": {\n",
      "    \"min\": 5,\n",
      "    \"max\": 5\n",
      "  },\n",
      "  \"comments\": [\n",
      "    \"The amount of other spices can be changed according to taste.\",\n",
      "    \"Star anise and Mace are normally not added to Garam masala. They are added specially if someone is making [Biriyani](lamb-biriyani).\",\n",
      "    \"Cloves will make the masala really hot. So make sure to add only as much as you want to eat.\",\n",
      "    \"Too much Mace makes the masala quite bitter. So make sure you do not add more than what has been recommended.\"\n",
      "  ],\n",
      "  \"inference_assumptions\": [\n",
      "    \"Assumed that the recipe is for a general serving size.\",\n",
      "    \"Assumed that the `5/6` for Bayleaf and Black pepper pods is a typo and corrected it to `0.875` for the purpose of this JSON.\",\n",
      "    \"Assumed that the `1.` at the start of the step 1 is a typo and removed it for the purpose of this JSON.\"\n",
      "  ]\n",
      "}\n",
      "```\n",
      "\n",
      "Here is a breakdown of the recipe:\n",
      "\n",
      "* Name: Garam Masala\n",
      "* Serving size: Not specified\n",
      "* Ingredients:\n",
      "\t1. Green Cardamom - 4\n",
      "\t2. Black Cardamom - 2\n",
      "\t3. Coriander - 1 tbsp\n",
      "\t4. Cloves - adjust to taste\n",
      "\t5. Cumin - 1 tbsp\n",
      "\t6. Fennel seeds - 1 tbsp\n",
      "\t7. Bayleaf - 0.875 (adjust to taste)\n",
      "\t8. Black pepper pods - 0.875 (adjust to taste)\n",
      "\t9. Star anise (Optional)\n",
      "\t10. Mace (Optional) - no more than 3 strands\n",
      "* Steps:\n",
      "\t1. Wash all the dry spices really well. (prep time: 10 minutes)\n",
      "\t2. If you live in a place which is very sunny, sun dry your washed spices for about 1 day. If not then on a frying pan with a heavy bottom, place all the spices and dry roast them until aromatic. (cooking time: 10 minutes)\n",
      "\t3. Cool the dry spices. (waiting time: 5 minutes)\n",
      "\t4. Put them into a mixer and mix thoroughly.\n",
      "\t5. Sieve the powder and add the larger pieces into the mixer once again and mix it again until everything turns into a fine powder. This step might need to be repeated a few times.\n",
      "* Total preparation time: 25 minutes\n",
      "* Total cooking time: 10 minutes\n",
      "* Total waiting time: 5 minutes\n",
      "* Additional comments:\n",
      "\t* The amount of other spices can be changed according to taste.\n",
      "\t* Star anise and Mace are normally not added to Garam masala. They are added specially if someone is making [Biriyani](lamb-biriyani).\n",
      "\t* Cloves will make the masala really hot. So make sure to add only as much as you want to eat.\n",
      "\t* Too much Mace makes the masala quite bitter. So make sure you do not add more than what has been recommended.\n",
      "* Inference assumptions:\n",
      "\t* Assumed that the recipe is for a general serving size.\n",
      "\t* Assumed that the `5/6` for Bayleaf and Black pepper pods is a typo and corrected it to `0.875` for the purpose of this JSON.\n",
      "\t* Assumed that the `1.` at the start of the step 1 is a typo and removed it for the purpose of this JSON.\n",
      "Error in parsing Failed to parse Recipe from completion {\"$schema\": \"http://json-schema.org/draft-07/schema#\", \"type\": \"object\", \"properties\": {\"name\": {\"title\": \"Recipe Name\", \"type\": \"string\", \"description\": \"The name of the recipe\", \"default\": \"San Marzano Tomato Sauce\"}, \"serving_size\": {\"title\": \"Serving Size\", \"type\": \"integer\", \"description\": \"The number of servings the recipe makes\", \"default\": 4}, \"ingredients\": {\"title\": \"Ingredients\", \"type\": \"array\", \"items\": [{\"$ref\": \"#/$defs/Ingredient\"}], \"description\": \"List of ingredients with their quantities and units\"}, \"steps\": {\"title\": \"Steps\", \"type\": \"array\", \"items\": [{\"$ref\": \"#/$defs/Step\"}], \"description\": \"List of steps with their descriptions, preparation, cooking and waiting times\"}, \"total_preparation_time\": {\"title\": \"Total Preparation Time\", \"type\": \"object\", \"description\": \"The total preparation time (in minutes) for the recipe\", \"default\": {\"min\": 5, \"max\": 10}}, \"total_cooking_time\": {\"title\": \"Total Cooking Time\", \"type\": \"object\", \"description\": \"The total cooking time (in minutes) for the recipe\", \"default\": {\"min\": 30, \"max\": 45}}, \"total_waiting_time\": {\"title\": \"Total Waiting Time\", \"type\": \"object\", \"description\": \"The total waiting time (in minutes) for the recipe\", \"default\": {\"min\": 15, \"max\": 30}}, \"comments\": {\"title\": \"Comments\", \"type\": \"array\", \"items\": {\"type\": \"string\"}, \"description\": \"Any additional comments or notes about the recipe\"}, \"inference_assumptions\": {\"title\": \"Inference Assumptions\", \"type\": \"array\", \"items\": {\"type\": \"string\"}, \"description\": \"The list of concise assumptions made by the model during the generation process\"}}, \"$defs\": {\"Ingredient\": {\"title\": \"Ingredient\", \"type\": \"object\", \"properties\": {\"id\": {\"type\": \"integer\", \"description\": \"Randomly generated unique identifier of the ingredient\"}, \"name\": {\"type\": \"string\", \"description\": \"The name of the ingredient\"}, \"quantity\": {\"type\": \"number\", \"description\": \"The quantity of the ingredient\"}, \"unit\": {\"type\": \"string\", \"description\": \"The unit in which the quantity is specified\"}}, \"required\": [\"id\", \"name\", \"quantity\", \"unit\"]}, \"Step\": {\"title\": \"Step\", \"type\": \"object\", \"properties\": {\"number\": {\"type\": \"integer\", \"description\": \"The position of the step in the recipe\"}, \"description\": {\"type\": \"string\", \"description\": \"The action that needs to be performed during that step\"}, \"preparation_time\": {\"type\": \"object\", \"description\": \"The time (in minutes) spent preparing the ingredients mentioned in the step description if any.\", \"properties\": {\"min\": {\"type\": \"number\", \"description\": \"The start of the range\"}, \"max\": {\"type\": \"number\", \"description\": \"The end of the range\"}}}, \"cooking_time\": {\"type\": \"object\", \"description\": \"The time (in minutes) that we have to cook, bake or heat the ingredients mentioned in the step description if any.\", \"properties\": {\"min\": {\"type\": \"number\", \"description\": \"The start of the range\"}, \"max\": {\"type\": \"number\", \"description\": \"The end of the range\"}}}, \"waiting_time\": {\"type\": \"object\", \"description\": \"The time (in minutes) that we have to let the mixture of ingredients rest or cool down in the fridge for example.\\n        Only if the step description mentions it.\\n        \", \"properties\": {\"min\": {\"type\": \"number\", \"description\": \"The start of the range\"}, \"max\": {\"type\": \"number\", \"description\": \"The end of the range\"}}}, \"used_ingredients\": {\"type\": \"array\", \"description\": \"The list of ingredient ids used in the step\", \"items\": {\"type\": \"integer\"}}}, \"required\": [\"number\", \"description\", \"used_ingredients\"]}}, \"inference_assumptions\": [\"Assumed 1 tablespoon of olive oil for saut\\u00e9ing the onion or garlic\", \"Assumed 1 medium onion or 3 cloves of garlic for saut\\u00e9ing\", \"Assumed 1 teaspoon of dried oregano or basil\", \"Assumed 1 can (14.5 oz) of San Marzano tomatoes\"], \"ingredients\": [{\"id\": 1, \"name\": \"olive oil\", \"quantity\": 1, \"unit\": \"tablespoon\"}, {\"id\": 2, \"name\": \"onion\", \"quantity\": 1, \"unit\": \"medium\"}, {\"id\": 3, \"name\": \"garlic\", \"quantity\": 3, \"unit\": \"cloves\"}, {\"id\": 4, \"name\": \"San Marzano tomatoes\", \"quantity\": 1, \"unit\": \"can (14.5 oz)\"}, {\"id\": 5, \"name\": \"dried oregano\", \"quantity\": 1, \"unit\": \"teaspoon\"}, {\"id\": 6, \"name\": \"dried basil\", \"quantity\": 1, \"unit\": \"teaspoon\"}], \"steps\": [{\"number\": 1, \"description\": \"Heat up olive oil on saucepan over medium heat\", \"preparation_time\": {\"min\": 1, \"max\": 2}, \"cooking_time\": {\"min\": 2, \"max\": 3}, \"used_ingredients\": [1]}, {\"number\": 2, \"description\": \"Add and roast either diced or grated onion or crushed and sliced garlic until translucent\", \"preparation_time\": {\"min\": 5, \"max\": 10}, \"cooking_time\": {\"min\": 5, \"max\": 10}, \"used_ingredients\": [1, 2, 3]}, {\"number\": 3, \"description\": \"Add San Marzano tomatoes, include the liquids from the can if possible\", \"preparation_time\": {\"min\": 1, \"max\": 2}, \"cooking_time\": {\"min\": 20, \"max\": 30}, \"used_ingredients\": [1, 4]}, {\"number\": 4, \"description\": \"Simmer contents of the pan and crush the tomatoes on the pan with your instrument of choice\", \"preparation_time\": {\"min\": 1, \"max\": 2}, \"cooking_time\": {\"min\": 10, \"max\": 15}, \"used_ingredients\": [1, 4]}, {\"number\": 5, \"description\": \"Add desired herbs (dried oregano or basil)\", \"preparation_time\": {\"min\": 1, \"max\": 2}, \"cooking_time\": {\"min\": 2, \"max\": 3}, \"used_ingredients\": [1, 5, 6]}]}. Got: 1 validation error for Recipe\n",
      "name\n",
      "  Field required [type=missing, input_value={'$schema': 'http://json-...gredients': [1, 5, 6]}]}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/missing\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Retrying langchain_mistralai.chat_models.acompletion_with_retry.<locals>._completion_with_retry in 4.0 seconds as it raised ReadTimeout: .\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Error in parsing Failed to parse Recipe from completion {\"name\": \"Chicken Thighs with New Potatoes, Bacon, and Lemon\", \"serving_size\": 4, \"ingredients\": [{\"id\": 1, \"name\": \"chicken thighs\", \"quantity\": 8, \"unit\": \"pieces\"}, {\"id\": 2, \"name\": \"new potatoes\", \"quantity\": 500, \"unit\": \"grams\"}, {\"id\": 3, \"name\": \"bacon lardon\", \"quantity\": 100, \"unit\": \"grams\"}, {\"id\": 4, \"name\": \"shallots\", \"quantity\": 8, \"unit\": \"pieces\"}, {\"id\": 5, \"name\": \"oregano sprigs\", \"quantity\": 5, \"unit\": \"pieces\"}, {\"id\": 6, \"name\": \"olive oil\", \"quantity\": 2, \"unit\": \"tablespoons\"}, {\"id\": 7, \"name\": \"lemons\", \"quantity\": 2, \"unit\": \"pieces\"}, {\"id\": 8, \"name\": \"chicken stock\", \"quantity\": 200, \"unit\": \"milliliters\"}, {\"id\": 9, \"name\": \"white wine\", \"quantity\": 100, \"unit\": \"milliliters\"}], \"steps\": [{\"number\": 1, \"description\": \"Preheat the oven to 220\\u00b0C/200\\u00b0C with fan/gas 7.\", \"preparation_time\": null, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": []}, {\"number\": 2, \"description\": \"Cut the new potatoes into 0.5cm - 1cm slices and tip them into a roasting tray. Drizzle 1tbsp of olive oil on the sliced potatoes, season well and toss to ensure a good coating. Then put the roasting tray into the oven for 20 minutes, or however long until the potatoes start to crisp.\", \"preparation_time\": 10, \"cooking_time\": 20, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 2, \"name\": \"new potatoes\", \"quantity\": null, \"unit\": null}, {\"id\": 6, \"name\": \"olive oil\", \"quantity\": 1, \"unit\": \"tablespoon\"}]}, {\"number\": 3, \"description\": \"In a separate, temporary, tray place the chicken thighs and season them. Cut up the shallots into 1/8 parts, then the lemons into 1/4 wedges. Once this is done, take out the roasting tray and transfer the chicken, challots, lemon wedges and bacon lardons into it, with a final drizzle of 1tbsp of olive oil over the tray's items. Cook for another 20 minutes.\", \"preparation_time\": 10, \"cooking_time\": 20, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 1, \"name\": \"chicken thighs\", \"quantity\": null, \"unit\": null}, {\"id\": 4, \"name\": \"shallots\", \"quantity\": null, \"unit\": null}, {\"id\": 7, \"name\": \"lemons\", \"quantity\": null, \"unit\": null}, {\"id\": 3, \"name\": \"bacon lardon\", \"quantity\": null, \"unit\": null}, {\"id\": 6, \"name\": \"olive oil\", \"quantity\": 1, \"unit\": \"tablespoon\"}]}, {\"number\": 4, \"description\": \"Prepare the chicken stock and wine to take out the roasting tray for the last time before serving. Pour 200ml of chicken stock and 100ml of white wine over the tray's contents and return it to the oven for a final 20 minutes of cooking.\", \"preparation_time\": 5, \"cooking_time\": 20, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 8, \"name\": \"chicken stock\", \"quantity\": null, \"unit\": null}, {\"id\": 9, \"name\": \"white wine\", \"quantity\": null, \"unit\": null}]}], \"total_preparation_time\": {\"min\": 25, \"max\": 25}, \"total_cooking_time\": {\"min\": 60, \"max\": 60}, \"total_waiting_time\": {\"min\": 0, \"max\": 0}, \"comments\": [], \"inference_assumptions\": [\"Assumed that the recipe serves 4 people\", \"Assumed that the `2 tbsp` of olive oil in the ingredient list is correct and not a mistake\"]}. Got: 9 validation errors for Recipe\n",
      "steps.1.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 2, 'name': 'new po...ty': None, 'unit': None}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.1.used_ingredients.1\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 6, 'name': 'olive ...1, 'unit': 'tablespoon'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.2.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 1, 'name': 'chicke...ty': None, 'unit': None}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.2.used_ingredients.1\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 4, 'name': 'shallo...ty': None, 'unit': None}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.2.used_ingredients.2\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 7, 'name': 'lemons...ty': None, 'unit': None}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.2.used_ingredients.3\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 3, 'name': 'bacon ...ty': None, 'unit': None}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.2.used_ingredients.4\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 6, 'name': 'olive ...1, 'unit': 'tablespoon'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.3.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 8, 'name': 'chicke...ty': None, 'unit': None}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.3.used_ingredients.1\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 9, 'name': 'white ...ty': None, 'unit': None}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "Error in parsing Failed to parse Recipe from completion {\"name\": \"Buckwheat Galettes\", \"serving_size\": 1, \"ingredients\": [{\"id\": 1, \"name\": \"buckwheat flour\", \"quantity\": 500, \"unit\": \"g\"}, {\"id\": 2, \"name\": \"egg\", \"quantity\": 1, \"unit\": \"unit\"}, {\"id\": 3, \"name\": \"water\", \"quantity\": 70, \"unit\": \"cl\"}], \"steps\": [{\"number\": 1, \"description\": \"Mix flour, salt, egg and water in that order to avoid dry flour.\", \"preparation_time\": 10, \"cooking_time\": null, \"waiting_time\": 60, \"used_ingredients\": [1, 2, null, 3]}, {\"number\": 2, \"description\": \"Cook the galette on a crepe-maker or a big flat pan.\", \"preparation_time\": null, \"cooking_time\": 5, \"waiting_time\": null, \"used_ingredients\": [1, 2, 3]}, {\"number\": 3, \"description\": \"When garnishing, heat the galette again with a bit of salted butter.\", \"preparation_time\": null, \"cooking_time\": 2, \"waiting_time\": null, \"used_ingredients\": [null, null, null, 3]}], \"total_preparation_time\": {\"min\": 10, \"max\": 10}, \"total_cooking_time\": {\"min\": 7, \"max\": 7}, \"total_waiting_time\": {\"min\": 60, \"max\": 60}, \"comments\": [\"Always keep the crepe-maker's T stick in water while cooking so the dough doesn't dry on it. It will then be easier to spread the dough.\"], \"inference_assumptions\": [\"Assumed that the recipe does not require any additional ingredients for garnishing\"]}. Got: 4 validation errors for Recipe\n",
      "steps.0.used_ingredients.2\n",
      "  Input should be a valid integer [type=int_type, input_value=None, input_type=NoneType]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.2.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value=None, input_type=NoneType]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.2.used_ingredients.1\n",
      "  Input should be a valid integer [type=int_type, input_value=None, input_type=NoneType]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.2.used_ingredients.2\n",
      "  Input should be a valid integer [type=int_type, input_value=None, input_type=NoneType]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "Error in parsing Failed to parse Recipe from completion {\"name\": \"Berry and Banana Milkshake\", \"serving_size\": 4, \"ingredients\": [{\"id\": 1, \"name\": \"banana\", \"quantity\": 1, \"unit\": null}, {\"id\": 2, \"name\": \"berries\", \"quantity\": 120, \"unit\": \"grams\"}, {\"id\": 3, \"name\": \"milk\", \"quantity\": 1000, \"unit\": \"ml\"}, {\"id\": 4, \"name\": \"vanilla\", \"quantity\": null, \"unit\": null}, {\"id\": 5, \"name\": \"sugar\", \"quantity\": 6, \"unit\": \"teaspoons\"}], \"steps\": [{\"number\": 1, \"description\": \"Chop the banana so that it fits better in the blender.\", \"preparation_time\": 5, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 1}]}, {\"number\": 2, \"description\": \"Add the banana pieces, berries, vanilla and sugar to taste to the blender.\", \"preparation_time\": null, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 1}, {\"id\": 2}, {\"id\": 4}, {\"id\": 5}]}, {\"number\": 3, \"description\": \"Pour enough milk so that the mix fills a liter of the blender volume.\", \"preparation_time\": null, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 3}]}, {\"number\": 4, \"description\": \"Blend it until the mix looks somewhat homogeneous.\", \"preparation_time\": null, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 1}, {\"id\": 2}, {\"id\": 3}, {\"id\": 4}, {\"id\": 5}]}, {\"number\": 5, \"description\": \"Pour it and enjoy!\", \"preparation_time\": null, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 1}, {\"id\": 2}, {\"id\": 3}, {\"id\": 4}, {\"id\": 5}]}], \"total_preparation_time\": {\"min\": 5, \"max\": 5}, \"total_cooking_time\": {\"min\": null, \"max\": null}, \"total_waiting_time\": {\"min\": null, \"max\": null}, \"comments\": [\"Basically anything is better consumed fresh, but it is especially the case for this milkshake recipe. If you leave it sitting for more than 10-15 minutes it won't be so delicious anymore.\"], \"inference_assumptions\": [\"Assumed that the `<1 liter` of milk is approximately 1000 ml\", \"Assumed that the `~120 grams` of berries is approximately 120 grams\", \"Assumed that the `6 tea spoons` of sugar is approximately 6 teaspoons\"]}. Got: 16 validation errors for Recipe\n",
      "steps.0.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 1}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.1.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 1}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.1.used_ingredients.1\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 2}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.1.used_ingredients.2\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 4}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.1.used_ingredients.3\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 5}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.2.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 3}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.3.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 1}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.3.used_ingredients.1\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 2}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.3.used_ingredients.2\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 3}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.3.used_ingredients.3\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 4}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.3.used_ingredients.4\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 5}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.4.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 1}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.4.used_ingredients.1\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 2}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.4.used_ingredients.2\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 3}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.4.used_ingredients.3\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 4}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.4.used_ingredients.4\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 5}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "invalid syntax (<string>, line 1)\n",
      "invalid syntax (<string>, line 1)\n",
      "Error in parsing Failed to parse Recipe from completion {\"name\": \"Corn and Vegetable Medley\", \"serving_size\": 4, \"ingredients\": [{\"id\": 1, \"name\": \"corn\", \"quantity\": 8, \"unit\": \"ears\"}, {\"id\": 2, \"name\": \"sugar\", \"quantity\": \"a little\", \"unit\": \"none\"}, {\"id\": 3, \"name\": \"grease\", \"quantity\": \"a good bit\", \"unit\": \"none\"}, {\"id\": 4, \"name\": \"onion\", \"quantity\": 1, \"unit\": \"handful (chopped)\"}, {\"id\": 5, \"name\": \"bell pepper\", \"quantity\": 1, \"unit\": \"handful (chopped)\"}, {\"id\": 6, \"name\": \"tomatoes\", \"quantity\": 1, \"unit\": \"handful (chopped)\"}, {\"id\": 7, \"name\": \"salt\", \"quantity\": null, \"unit\": \"none\"}, {\"id\": 8, \"name\": \"pepper\", \"quantity\": null, \"unit\": \"none\"}], \"steps\": [{\"number\": 1, \"description\": \"Clean the corn and cut lengthwise about a thumbnail (1/4 in) from the top and scrape down using the soft end of a knife (to keep the juices).\", \"preparation_time\": 10, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": [1]}, {\"number\": 2, \"description\": \"Mix all ingredients in a bowl excluding the grease. Salt & pepper to taste.\", \"preparation_time\": 10, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": [2, 4, 5, 6, 7, 8]}, {\"number\": 3, \"description\": \"Pour mixture into a pot with hot grease in it at low heat.\", \"preparation_time\": null, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": [3]}, {\"number\": 4, \"description\": \"Cover pot and cook for 45 minutes, and stir as you get up for more beers.\", \"preparation_time\": null, \"cooking_time\": 45, \"waiting_time\": null, \"used_ingredients\": [1, 2, 3, 4, 5, 6, 7, 8]}, {\"number\": 5, \"description\": \"Serve.\", \"preparation_time\": null, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": []}], \"total_preparation_time\": {\"min\": 20, \"max\": 20}, \"total_cooking_time\": {\"min\": 45, \"max\": 45}, \"total_waiting_time\": {\"min\": 0, \"max\": 0}, \"comments\": [], \"inference_assumptions\": [\"Assumed that `a little sugar` is a small amount of sugar, such as 1 teaspoon.\", \"Assumed that `a good bit of grease` is a moderate amount of grease, such as 2 tablespoons.\", \"Assumed that `handful` is a rough estimate of 1 cup.\", \"Assumed that `stir as you get up for more beers` means to stir occasionally while cooking.\"]}. Got: 2 validation errors for Recipe\n",
      "ingredients.1.quantity\n",
      "  Input should be a valid number, unable to parse string as a number [type=float_parsing, input_value='a little', input_type=str]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/float_parsing\n",
      "ingredients.2.quantity\n",
      "  Input should be a valid number, unable to parse string as a number [type=float_parsing, input_value='a good bit', input_type=str]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/float_parsing\n",
      "Error in parsing Failed to parse Recipe from completion {\"name\": \"Chocolate Lava Cake\", \"serving_size\": 1, \"ingredients\": [{\"id\": 1, \"name\": \"Egg\", \"quantity\": 1, \"unit\": null}, {\"id\": 2, \"name\": \"Flour\", \"quantity\": 25, \"unit\": \"g\"}, {\"id\": 3, \"name\": \"Butter\", \"quantity\": 25, \"unit\": \"g\"}, {\"id\": 4, \"name\": \"Chocolate\", \"quantity\": 75, \"unit\": \"g\"}], \"steps\": [{\"number\": 1, \"description\": \"Cover the baking tin with some butter.\", \"preparation_time\": 5, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 3}]}, {\"number\": 2, \"description\": \"Heat the oven for 200\\u00b0C.\", \"preparation_time\": null, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": []}, {\"number\": 3, \"description\": \"Mix all of the ingredients.\", \"preparation_time\": 10, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 1}, {\"id\": 2}, {\"id\": 3}, {\"id\": 4}]}, {\"number\": 4, \"description\": \"Fill dough in the baking tins pits.\", \"preparation_time\": 5, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 1}, {\"id\": 2}, {\"id\": 3}, {\"id\": 4}]}, {\"number\": 5, \"description\": \"Bake for 7 min. in the oven at 200\\u00b0C.\", \"preparation_time\": null, \"cooking_time\": 7, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 1}, {\"id\": 2}, {\"id\": 3}, {\"id\": 4}]}, {\"number\": 6, \"description\": \"Serve hot with berries and vanilla ice-cream.\", \"preparation_time\": 5, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": []}], \"total_preparation_time\": {\"min\": 25, \"max\": 25}, \"total_cooking_time\": {\"min\": 7, \"max\": 7}, \"total_waiting_time\": {\"min\": null, \"max\": null}, \"comments\": [], \"inference_assumptions\": [\"Assumed that the recipe serves one person\", \"Assumed that the baking tin is already available and does not require any preparation time\"]}. Got: 13 validation errors for Recipe\n",
      "steps.0.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 3}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.2.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 1}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.2.used_ingredients.1\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 2}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.2.used_ingredients.2\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 3}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.2.used_ingredients.3\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 4}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.3.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 1}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.3.used_ingredients.1\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 2}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.3.used_ingredients.2\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 3}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.3.used_ingredients.3\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 4}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.4.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 1}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.4.used_ingredients.1\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 2}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.4.used_ingredients.2\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 3}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.4.used_ingredients.3\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 4}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "Error in parsing Invalid json output: Here is the recipe for No-Knead Bread in the requested JSON format:\n",
      "\n",
      "```json\n",
      "{\n",
      "  \"name\": \"No-Knead Bread\",\n",
      "  \"serving_size\": 1,\n",
      "  \"ingredients\": [\n",
      "    {\n",
      "      \"id\": 1,\n",
      "      \"name\": \"flour\",\n",
      "      \"quantity\": 3,\n",
      "      \"unit\": \"cups\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 2,\n",
      "      \"name\": \"salt\",\n",
      "      \"quantity\": 1,\n",
      "      \"unit\": \"teaspoon\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 3,\n",
      "      \"name\": \"instant yeast\",\n",
      "      \"quantity\": 0.25,\n",
      "      \"unit\": \"teaspoon\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 4,\n",
      "      \"name\": \"warm water\",\n",
      "      \"quantity\": 1.5,\n",
      "      \"unit\": \"cups\"\n",
      "    }\n",
      "  ],\n",
      "  \"steps\": [\n",
      "    {\n",
      "      \"number\": 1,\n",
      "      \"description\": \"Mix the dry ingredients then add the hot water. It should come out as a firm dough.\",\n",
      "      \"preparation_time\": 5,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": 12 * 60,\n",
      "      \"used_ingredients\": [1, 2, 3]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 2,\n",
      "      \"description\": \"Preheat oven and pan to 450 F (230 C).\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": 15,\n",
      "      \"used_ingredients\": []\n",
      "    },\n",
      "    {\n",
      "      \"number\": 3,\n",
      "      \"description\": \"Bake for 30 minutes covered (e.g. aluminum foil), then 20 minutes uncovered.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": 30 + 20,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [1, 2, 3, 4]\n",
      "    }\n",
      "  ],\n",
      "  \"total_preparation_time\": {\n",
      "    \"min\": 5,\n",
      "    \"max\": 5\n",
      "  },\n",
      "  \"total_cooking_time\": {\n",
      "    \"min\": 50,\n",
      "    \"max\": 50\n",
      "  },\n",
      "  \"total_waiting_time\": {\n",
      "    \"min\": 12 * 60,\n",
      "    \"max\": 12 * 60\n",
      "  },\n",
      "  \"comments\": [],\n",
      "  \"inference_assumptions\": [\n",
      "    \"Assumed that the recipe serves one person\",\n",
      "    \"Assumed that the `1 1/2` cups of water is a mistake and corrected it to `1.5` cups\"\n",
      "  ]\n",
      "}\n",
      "```\n",
      "The recipe makes one serving of No-Knead Bread. The ingredients include 3 cups of flour, 1 teaspoon of salt, 0.25 teaspoons of instant yeast, and 1.5 cups of warm water.\n",
      "\n",
      "The steps to make the recipe are:\n",
      "\n",
      "1. Mix the dry ingredients then add the hot water. It should come out as a firm dough. This step takes 5 minutes of preparation time and requires 12 hours of waiting time.\n",
      "2. Preheat the oven and pan to 450 F (230 C). This step takes 15 minutes of waiting time.\n",
      "3. Bake the dough for 30 minutes covered and then 20 minutes uncovered. This step takes 50 minutes of cooking time.\n",
      "\n",
      "The total preparation time for the recipe is 5 minutes, the total cooking time is 50 minutes, and the total waiting time is 12 hours.\n",
      "\n",
      "Note: I made the assumption that the `1 1/2` cups of water is a mistake and corrected it to `1.5` cups.\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Retrying langchain_mistralai.chat_models.acompletion_with_retry.<locals>._completion_with_retry in 4.0 seconds as it raised ReadTimeout: .\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Error in parsing Invalid json output: Here is the recipe for \"Spiced Chicken Bowls with Roasted Sweet Potatoes\" in the required JSON format:\n",
      "\n",
      "```json\n",
      "{\n",
      "  \"name\": \"Spiced Chicken Bowls with Roasted Sweet Potatoes\",\n",
      "  \"serving_size\": 2,\n",
      "  \"ingredients\": [\n",
      "    {\"id\": 1, \"name\": \"Chicken Breasts\", \"quantity\": 2, \"unit\": \"unit\"},\n",
      "    {\"id\": 2, \"name\": \"Turkish Spice Blend\", \"quantity\": 1, \"unit\": \"tablespoon\"},\n",
      "    {\"id\": 3, \"name\": \"Almonds\", \"quantity\": 1, \"unit\": \"ounce\"},\n",
      "    {\"id\": 4, \"name\": \"Basmati Rice\", \"quantity\": 3/4, \"unit\": \"cup\"},\n",
      "    {\"id\": 5, \"name\": \"Sweet Potato\", \"quantity\": 12, \"unit\": \"ounce\"},\n",
      "    {\"id\": 6, \"name\": \"Onion\", \"quantity\": 2, \"unit\": \"ounce\"},\n",
      "    {\"id\": 7, \"name\": \"Greek Yogurt\", \"quantity\": 100, \"unit\": \"ml\"},\n",
      "    {\"id\": 8, \"name\": \"Parsley\", \"quantity\": null, \"unit\": \"unit\"},\n",
      "    {\"id\": 9, \"name\": \"Lemon\", \"quantity\": 1, \"unit\": \"unit\"},\n",
      "    {\"id\": 10, \"name\": \"Garlic Salt\", \"quantity\": 1.5, \"unit\": \"teaspoon\"},\n",
      "    {\"id\": 11, \"name\": \"Chicken Broth\", \"quantity\": 1.5, \"unit\": \"cup\"},\n",
      "    {\"id\": 12, \"name\": \"Sugar\", \"quantity\": 1, \"unit\": \"teaspoon\"}\n",
      "  ],\n",
      "  \"steps\": [\n",
      "    {\n",
      "      \"number\": 1,\n",
      "      \"description\": \"Cut sweet potatoes into 1/2 inch pieces. Combine and toss sweet potatoes, half the onions, half the garlic salt, and a tablespoon of oil. Lay to a baking sheet and roast on the middle rack of the oven, stirring halfway through until golden brown (12-22 mins).\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": {\"min\": 12, \"max\": 22},\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [{\"id\": 5}, {\"id\": 6}, {\"id\": 10}, {\"id\": 1}]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 2,\n",
      "      \"description\": \"While sweet potatoes roast, heat a medium pot over medium-high heat. When hot, add a tablespoon of oil and remaining onions. Cook, stirring often until fragrant (1 min). Add chicken broth and rice, cover, and bring to a boil over high heat. Once boiling, reduce heat to low and leave covered until rice is tender and liquid is absorbed (12-14 mins). Remove pot from heat, still covered.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": {\"min\": 13, \"max\": 14},\n",
      "      \"waiting_time\": {\"min\": 12, \"max\": 14},\n",
      "      \"used_ingredients\": [{\"id\": 4}, {\"id\": 6}, {\"id\": 11}]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 3,\n",
      "      \"description\": \"While rice cooks, heat a large non-stick pan over medium heat. When hot, add almonds to the dry pan. Toast, stirring occasionally until golden brown (2-3 mins). When almonds are done, transfer to a plate and set aside.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": {\"min\": 2, \"max\": 3},\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [{\"id\": 3}]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 4,\n",
      "      \"description\": \"While almonds toast, pat chicken dry with paper towel. Sprinkle with Turkish Spice blend and the remaining garlic salt. Season with pepper. With the pan used in the last step, increase heat to medium-high. Add a tablespoon of oil and the chicken. Pan-fry until golden brown (1-2 min per side). Transfer chicken to another baking sheet. Roast on the top rack of the oven until chicken is cooked through (10-12 mins).\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": {\"min\": 11, \"max\": 14},\n",
      "      \"waiting_time\": {\"min\": 10, \"max\": 12},\n",
      "      \"used_ingredients\": [{\"id\": 1}, {\"id\": 2}, {\"id\": 10}]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 5,\n",
      "      \"description\": \"While chicken roasts, zest and juice half the lemon. Cut remaining lemon into wedges. Roughly chop parsley. Add yogurt, half the parsley, sugar, lemon zest and juice to a small bowl. Season with salt and pepper, and whisk to combine.\",\n",
      "      \"preparation_time\": {\"min\": 5},\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [{\"id\": 7}, {\"id\": 8}, {\"id\": 9}, {\"id\": 12}]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 6,\n",
      "      \"description\": \"Fluff rice with a fork, then stir in almonds and remaining parsley. Slice chicken. Divide rice between plates, then top with sweet potatoes and chicken. Spoon yogurt sauce over top. Squeeze over a lemon wedge, as desired.\",\n",
      "      \"preparation_time\": {\"min\": 3},\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [\n",
      "        {\"id\": 4},\n",
      "        {\"id\": 5},\n",
      "        {\"id\": 1},\n",
      "        {\"id\": 7},\n",
      "        {\"id\": 8},\n",
      "        {\"id\": 9}\n",
      "      ]\n",
      "    }\n",
      "  ],\n",
      "  \"total_preparation_time\": {\"min\": 8, \"max\": 12},\n",
      "  \"total_cooking_time\": {\"min\": 38, \"max\": 44},\n",
      "  \"total_waiting_time\": {\"min\": 32, \"max\": 38},\n",
      "  \"comments\": [],\n",
      "  \"inference_assumptions\": [\n",
      "    \"Assumed that the recipe serves 2 people\",\n",
      "    \"Assumed that the `1` in `1 1/2` was a typo and corrected it to `1/2`\"\n",
      "  ]\n",
      "}\n",
      "```\n",
      "The total preparation time is estimated to be between 8 and 12 minutes, the total cooking time is between 38 and 44 minutes, and the total waiting time is between 32 and 38 minutes. The inference assumptions include the assumption that the recipe serves 2 people and that the `1` in `1 1/2` was a typo and should be `1/2`.\n",
      "Error in parsing Failed to parse Recipe from completion {\"name\": \"Paneer Tikka Masala\", \"serving_size\": 4, \"ingredients\": [{\"id\": 1, \"name\": \"paneer\", \"quantity\": 250, \"unit\": \"g\"}, {\"id\": 2, \"name\": \"onion\", \"quantity\": 1, \"unit\": \"unit\"}, {\"id\": 3, \"name\": \"capsicum\", \"quantity\": 1, \"unit\": \"unit\"}, {\"id\": 4, \"name\": \"tomato puree\", \"quantity\": 200, \"unit\": \"ml\"}, {\"id\": 5, \"name\": \"red chilli powder\", \"quantity\": 1, \"unit\": \"tsp\"}, {\"id\": 6, \"name\": \"turmeric powder\", \"quantity\": 1, \"unit\": \"tsp\"}, {\"id\": 7, \"name\": \"coriander powder\", \"quantity\": 1, \"unit\": \"tsp\"}, {\"id\": 8, \"name\": \"garam masala powder\", \"quantity\": 0.5, \"unit\": \"tsp\"}, {\"id\": 9, \"name\": \"fenugreek powder\", \"quantity\": 1, \"unit\": \"tsp\"}, {\"id\": 10, \"name\": \"yogurt\", \"quantity\": 100, \"unit\": \"ml\"}, {\"id\": 11, \"name\": \"dry fenugreek leaves\", \"quantity\": null, \"unit\": \"unit\"}, {\"id\": 12, \"name\": \"cardamom\", \"quantity\": null, \"unit\": \"unit\"}, {\"id\": 13, \"name\": \"cumin seeds\", \"quantity\": null, \"unit\": \"unit\"}, {\"id\": 14, \"name\": \"ginger\", \"quantity\": null, \"unit\": \"unit\"}, {\"id\": 15, \"name\": \"garlic paste\", \"quantity\": 20, \"unit\": \"ml\"}, {\"id\": 16, \"name\": \"corn\", \"quantity\": 1, \"unit\": \"bowl\"}], \"steps\": [{\"number\": 1, \"description\": \"Mix the cubed paneers with half a tea spoon of red chilli powder, turmeric powder, coriander powder, garam masala powder, fenugreek powder, and 50g yogurt.\", \"preparation_time\": 10, \"cooking_time\": null, \"waiting_time\": 60, \"used_ingredients\": [{\"id\": 1, \"name\": \"paneer\", \"quantity\": 250, \"unit\": \"g\"}, {\"id\": 5, \"name\": \"red chilli powder\", \"quantity\": 0.5, \"unit\": \"tsp\"}, {\"id\": 6, \"name\": \"turmeric powder\", \"quantity\": 0.5, \"unit\": \"tsp\"}, {\"id\": 7, \"name\": \"coriander powder\", \"quantity\": 0.5, \"unit\": \"tsp\"}, {\"id\": 8, \"name\": \"garam masala powder\", \"quantity\": 0.25, \"unit\": \"tsp\"}, {\"id\": 9, \"name\": \"fenugreek powder\", \"quantity\": 1, \"unit\": \"tsp\"}, {\"id\": 10, \"name\": \"yogurt\", \"quantity\": 50, \"unit\": \"ml\"}]}, {\"number\": 2, \"description\": \"Preheat the oven to 200\\u00b0C (392\\u00b0F), and place the marinated paneer cubes, with onion, capsicum, and tomato on the skewers. Let them grill in the oven using skewer support, by continuously flipping them every 5 minutes until the outer crust looks crispy enough.\", \"preparation_time\": 10, \"cooking_time\": 20, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 1, \"name\": \"paneer\", \"quantity\": 250, \"unit\": \"g\"}, {\"id\": 2, \"name\": \"onion\", \"quantity\": 1, \"unit\": \"unit\"}, {\"id\": 3, \"name\": \"capsicum\", \"quantity\": 1, \"unit\": \"unit\"}, {\"id\": 4, \"name\": \"tomato puree\", \"quantity\": 200, \"unit\": \"ml\"}]}, {\"number\": 3, \"description\": \"Start heating some oil in a pan to add some cardamom and cumin seeds. Let it heat until the flavour is transfused for about a minute or two.\", \"preparation_time\": 5, \"cooking_time\": 5, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 12, \"name\": \"cardamom\", \"quantity\": null, \"unit\": \"unit\"}, {\"id\": 13, \"name\": \"cumin seeds\", \"quantity\": null, \"unit\": \"unit\"}]}, {\"number\": 4, \"description\": \"Add chopped onions and tomatoes to the sautee. Add some shaved ginger and garlic paste and let it saut\\u00e9 until some raw flavour disappears.\", \"preparation_time\": 5, \"cooking_time\": 10, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 2, \"name\": \"onion\", \"quantity\": 1, \"unit\": \"unit\"}, {\"id\": 4, \"name\": \"tomato puree\", \"quantity\": 200, \"unit\": \"ml\"}, {\"id\": 14, \"name\": \"ginger\", \"quantity\": null, \"unit\": \"unit\"}, {\"id\": 15, \"name\": \"garlic paste\", \"quantity\": 20, \"unit\": \"ml\"}]}, {\"number\": 5, \"description\": \"Add the tomato pur\\u00e9e, dry fenugreek leaves, and let it cook for about 15 minutes.\", \"preparation_time\": null, \"cooking_time\": 15, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 4, \"name\": \"tomato puree\", \"quantity\": 200, \"unit\": \"ml\"}, {\"id\": 11, \"name\": \"dry fenugreek leaves\", \"quantity\": null, \"unit\": \"unit\"}]}, {\"number\": 6, \"description\": \"As the spice and tomato pur\\u00e9e looks cooked, add some water to the mixture and let it cook more.\", \"preparation_time\": null, \"cooking_time\": 10, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 10, \"name\": \"yogurt\", \"quantity\": 50, \"unit\": \"ml\"}]}, {\"number\": 7, \"description\": \"Now add the grilled paneer, some chopped vegetables of choice, corn and stir the mixture well.\", \"preparation_time\": null, \"cooking_time\": 5, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 1, \"name\": \"paneer\", \"quantity\": 250, \"unit\": \"g\"}, {\"id\": 16, \"name\": \"corn\", \"quantity\": 1, \"unit\": \"bowl\"}]}, {\"number\": 8, \"description\": \"One the added water seems to be evaporated, and the mixture looks a little thicker, turn off the heat and garnish with lemon juice, fresh coriander.\", \"preparation_time\": null, \"cooking_time\": 10, \"waiting_time\": null, \"used_ingredients\": []}], \"total_preparation_time\": {\"min\": 50, \"max\": 50}, \"total_cooking_time\": {\"min\": 75, \"max\": 75}, \"total_waiting_time\": {\"min\": 60, \"max\": 60}, \"comments\": []}. Got: 22 validation errors for Recipe\n",
      "steps.0.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 1, 'name': 'paneer...tity': 250, 'unit': 'g'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.0.used_ingredients.1\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 5, 'name': 'red ch...ty': 0.5, 'unit': 'tsp'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.0.used_ingredients.2\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 6, 'name': 'turmer...ty': 0.5, 'unit': 'tsp'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.0.used_ingredients.3\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 7, 'name': 'corian...ty': 0.5, 'unit': 'tsp'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.0.used_ingredients.4\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 8, 'name': 'garam ...y': 0.25, 'unit': 'tsp'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.0.used_ingredients.5\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 9, 'name': 'fenugr...tity': 1, 'unit': 'tsp'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.0.used_ingredients.6\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 10, 'name': 'yogur...tity': 50, 'unit': 'ml'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.1.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 1, 'name': 'paneer...tity': 250, 'unit': 'g'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.1.used_ingredients.1\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 2, 'name': 'onion'...ity': 1, 'unit': 'unit'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.1.used_ingredients.2\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 3, 'name': 'capsic...ity': 1, 'unit': 'unit'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.1.used_ingredients.3\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 4, 'name': 'tomato...ity': 200, 'unit': 'ml'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.2.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 12, 'name': 'carda...': None, 'unit': 'unit'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.2.used_ingredients.1\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 13, 'name': 'cumin...': None, 'unit': 'unit'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.3.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 2, 'name': 'onion'...ity': 1, 'unit': 'unit'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.3.used_ingredients.1\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 4, 'name': 'tomato...ity': 200, 'unit': 'ml'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.3.used_ingredients.2\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 14, 'name': 'ginge...': None, 'unit': 'unit'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.3.used_ingredients.3\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 15, 'name': 'garli...tity': 20, 'unit': 'ml'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.4.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 4, 'name': 'tomato...ity': 200, 'unit': 'ml'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.4.used_ingredients.1\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 11, 'name': 'dry f...': None, 'unit': 'unit'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.5.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 10, 'name': 'yogur...tity': 50, 'unit': 'ml'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.6.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 1, 'name': 'paneer...tity': 250, 'unit': 'g'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.6.used_ingredients.1\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 16, 'name': 'corn'...ity': 1, 'unit': 'bowl'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "Error in parsing Invalid json output: Here is the recipe for Asian Turkey and Cabbage Stir Fry in the requested JSON format:\n",
      "\n",
      "```json\n",
      "{\n",
      "  \"name\": \"Asian Turkey and Cabbage Stir Fry\",\n",
      "  \"serving_size\": 4,\n",
      "  \"ingredients\": [\n",
      "    {\n",
      "      \"id\": 1,\n",
      "      \"name\": \"ground turkey\",\n",
      "      \"quantity\": 1,\n",
      "      \"unit\": \"pound\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 2,\n",
      "      \"name\": \"coleslaw mix\",\n",
      "      \"quantity\": 1,\n",
      "      \"unit\": \"bag\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 3,\n",
      "      \"name\": \"small onion\",\n",
      "      \"quantity\": 1,\n",
      "      \"unit\": \"unit\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 4,\n",
      "      \"name\": \"garlic cloves\",\n",
      "      \"quantity\": 2,\n",
      "      \"unit\": \"cloves\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 5,\n",
      "      \"name\": \"fresh ginger\",\n",
      "      \"quantity\": 1,\n",
      "      \"unit\": \"tbsp\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 6,\n",
      "      \"name\": \"Hoisin sauce\",\n",
      "      \"quantity\": 1/4,\n",
      "      \"unit\": \"cup\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 7,\n",
      "      \"name\": \"soy sauce\",\n",
      "      \"quantity\": null,\n",
      "      \"unit\": \"unit\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 8,\n",
      "      \"name\": \"sesame oil\",\n",
      "      \"quantity\": 1,\n",
      "      \"unit\": \"tsp\"\n",
      "    }\n",
      "  ],\n",
      "  \"steps\": [\n",
      "    {\n",
      "      \"number\": 1,\n",
      "      \"description\": \"Grate or mince ginger finely. Process with the garlic cloves by grinding with salt under the edge of a knife. Finely mince the onion. Optional: Marinade the ground turkey in 2 Tbsp of soy sauce and 1 tsp baking soda for 15 minutes to improve browning.\",\n",
      "      \"preparation_time\": 15,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [\n",
      "        {\n",
      "          \"id\": 5\n",
      "        },\n",
      "        {\n",
      "          \"id\": 4\n",
      "        },\n",
      "        {\n",
      "          \"id\": 3\n",
      "        }\n",
      "      ]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 2,\n",
      "      \"description\": \"In a hot wok or skillet add a few tablespoons of cooking oil, preferably peanut, and a tsp of sesame oil. Add the ground turkey and cook until no longer raw seasoning with soy sauce.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": 10,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [\n",
      "        {\n",
      "          \"id\": 8\n",
      "        },\n",
      "        {\n",
      "          \"id\": 1\n",
      "        },\n",
      "        {\n",
      "          \"id\": 7\n",
      "        }\n",
      "      ]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 3,\n",
      "      \"description\": \"Add the onion and cook until translucent and the meat is nicely browned. Add in the garlic and ginger mixture and cook for approximately 1 minute or until fragrant ensuring not to burn the garlic.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": 10,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [\n",
      "        {\n",
      "          \"id\": 3\n",
      "        },\n",
      "        {\n",
      "          \"id\": 1\n",
      "        },\n",
      "        {\n",
      "          \"id\": 4\n",
      "        },\n",
      "        {\n",
      "          \"id\": 5\n",
      "        }\n",
      "      ]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 4,\n",
      "      \"description\": \"Add in the coleslaw mix and season with more soy sauce. Cook until the cabbage is just softened. Add 1/4 cup of hoisin sauce and stir to combine. Check seasoning and add salt to taste.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": 10,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [\n",
      "        {\n",
      "          \"id\": 2\n",
      "        },\n",
      "        {\n",
      "          \"id\": 7\n",
      "        },\n",
      "        {\n",
      "          \"id\": 6\n",
      "        }\n",
      "      ]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 5,\n",
      "      \"description\": \"Serve in a bowl with sweet chili sauce and green onions.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": []\n",
      "    }\n",
      "  ],\n",
      "  \"total_preparation_time\": {\n",
      "    \"min\": 15,\n",
      "    \"max\": 15\n",
      "  },\n",
      "  \"total_cooking_time\": {\n",
      "    \"min\": 30,\n",
      "    \"max\": 30\n",
      "  },\n",
      "  \"total_waiting_time\": {\n",
      "    \"min\": 15,\n",
      "    \"max\": 15\n",
      "  },\n",
      "  \"comments\": [],\n",
      "  \"inference_assumptions\": [\n",
      "    \"Assumed that the recipe serves 4 people\",\n",
      "    \"Assumed that the cooking oil is vegetable oil\",\n",
      "    \"Assumed that the soy sauce is low sodium\",\n",
      "    \"Assumed that the sweet chili sauce is store-bought\",\n",
      "    \"Assumed that the green onions are optional\"\n",
      "  ]\n",
      "}\n",
      "```\n",
      "The preparation time for this recipe is 15 minutes, the cooking time is 30 minutes, and the waiting time is 15 minutes, for a total time of 60 minutes. The ingredients used in this recipe are ground turkey, coleslaw mix, small onion, garlic cloves, fresh ginger, Hoisin sauce, soy sauce, and sesame oil. The recipe makes 4 servings.\n",
      "Error in parsing Invalid json output: Here is the recipe for Spicy Moroccan Meatballs with Bell Peppers and Basmati Rice in the required JSON format:\n",
      "\n",
      "```json\n",
      "{\n",
      "  \"name\": \"Spicy Moroccan Meatballs with Bell Peppers and Basmati Rice\",\n",
      "  \"serving_size\": 4,\n",
      "  \"ingredients\": [\n",
      "    {\n",
      "      \"id\": 1,\n",
      "      \"name\": \"ground beef\",\n",
      "      \"quantity\": 0.5,\n",
      "      \"unit\": \"lb\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 2,\n",
      "      \"name\": \"panko breadcrumbs\",\n",
      "      \"quantity\": 1/4,\n",
      "      \"unit\": \"cup\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 3,\n",
      "      \"name\": \"soy sauce\",\n",
      "      \"quantity\": 2,\n",
      "      \"unit\": \"tablespoon\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 4,\n",
      "      \"name\": \"chili garlic sauce\",\n",
      "      \"quantity\": 4,\n",
      "      \"unit\": \"teaspoon\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 5,\n",
      "      \"name\": \"ginger\",\n",
      "      \"quantity\": 0.5,\n",
      "      \"unit\": \"ounce\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 6,\n",
      "      \"name\": \"green bell peppers\",\n",
      "      \"quantity\": 2,\n",
      "      \"unit\": \"medium\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 7,\n",
      "      \"name\": \"onion\",\n",
      "      \"quantity\": 1,\n",
      "      \"unit\": \"small\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 8,\n",
      "      \"name\": \"basmati rice\",\n",
      "      \"quantity\": 3/4,\n",
      "      \"unit\": \"cup\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 9,\n",
      "      \"name\": \"green peas\",\n",
      "      \"quantity\": 2,\n",
      "      \"unit\": \"ounce\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 10,\n",
      "      \"name\": \"cilantro\",\n",
      "      \"quantity\": 1/2,\n",
      "      \"unit\": \"cup\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 11,\n",
      "      \"name\": \"Moroccan spice blend\",\n",
      "      \"quantity\": 1,\n",
      "      \"unit\": \"tablespoon\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 12,\n",
      "      \"name\": \"sweet chili sauce\",\n",
      "      \"quantity\": 4,\n",
      "      \"unit\": \"tablespoon\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 13,\n",
      "      \"name\": \"oil\",\n",
      "      \"quantity\": 1,\n",
      "      \"unit\": \"tablespoon\"\n",
      "    }\n",
      "  ],\n",
      "  \"steps\": [\n",
      "    {\n",
      "      \"number\": 1,\n",
      "      \"description\": \"Cook the basmati rice with green peas.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": {\"min\": 12, \"max\": 14},\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [{\"id\": 8, \"quantity\": 3/4, \"unit\": \"cup\"}, {\"id\": 9, \"quantity\": 2, \"unit\": \"ounce\"}]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 2,\n",
      "      \"description\": \"Prepare the meatballs.\",\n",
      "      \"preparation_time\": {\"min\": 5, \"max\": 10},\n",
      "      \"cooking_time\": {\"min\": 8, \"max\": 10},\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [\n",
      "        {\"id\": 1, \"quantity\": 0.5, \"unit\": \"lb\"},\n",
      "        {\"id\": 2, \"quantity\": 1/4, \"unit\": \"cup\"},\n",
      "        {\"id\": 3, \"quantity\": 1, \"unit\": \"tablespoon\"},\n",
      "        {\"id\": 5, \"quantity\": 0.5, \"unit\": \"ounce\"},\n",
      "        {\"id\": 11, \"quantity\": 1, \"unit\": \"tablespoon\"}\n",
      "      ]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 3,\n",
      "      \"description\": \"Prepare the vegetables and sauce.\",\n",
      "      \"preparation_time\": {\"min\": 5, \"max\": 10},\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [\n",
      "        {\"id\": 6, \"quantity\": 2, \"unit\": \"medium\"},\n",
      "        {\"id\": 7, \"quantity\": 1, \"unit\": \"small\"},\n",
      "        {\"id\": 10, \"quantity\": 1/2, \"unit\": \"cup\"},\n",
      "        {\"id\": 12, \"quantity\": 4, \"unit\": \"tablespoon\"},\n",
      "        {\"id\": 3, \"quantity\": 2, \"unit\": \"tablespoon\"},\n",
      "        {\"id\": 11, \"quantity\": 1, \"unit\": \"tablespoon\"}\n",
      "      ]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 4,\n",
      "      \"description\": \"Combine the meatballs and vegetables with the sauce.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": {\"min\": 1, \"max\": 2},\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [\n",
      "        {\"id\": 1, \"quantity\": 0.5, \"unit\": \"lb\"},\n",
      "        {\"id\": 6, \"quantity\": 2, \"unit\": \"medium\"},\n",
      "        {\"id\": 7, \"quantity\": 1, \"unit\": \"small\"},\n",
      "        {\"id\": 12, \"quantity\": 4, \"unit\": \"tablespoon\"},\n",
      "        {\"id\": 3, \"quantity\": 2, \"unit\": \"tablespoon\"},\n",
      "        {\"id\": 11, \"quantity\": 1, \"unit\": \"tablespoon\"}\n",
      "      ]\n",
      "    }\n",
      "  ],\n",
      "  \"total_preparation_time\": {\"min\": 15, \"max\": 30},\n",
      "  \"total_cooking_time\": {\"min\": 21, \"max\": 26},\n",
      "  \"total_waiting_time\": null,\n",
      "  \"comments\": [],\n",
      "  \"inference_assumptions\": [\n",
      "    \"Assumed that the recipe serves 4 people\",\n",
      "    \"Assumed that the `1/4 cup` panko breadcrumbs is for all the meatballs\",\n",
      "    \"Assumed that the `2 tbsp` soy sauce is for the meatballs and the sauce\",\n",
      "    \"Assumed that the `4 tsp` chili garlic sauce is for the sauce\",\n",
      "    \"Assumed that the `1/2 oz` ginger is for the meatballs and the sauce\",\n",
      "    \"Assumed that the `2 medium` green bell peppers is for the recipe\",\n",
      "    \"Assumed that the `1 small` onion is for the recipe\",\n",
      "    \"Assumed that the `3/4 cup` basmati rice is for the recipe\",\n",
      "    \"Assumed that the `2 oz` green peas is for the rice\",\n",
      "    \"Assumed that the `1/2 cup` cilantro is for the recipe\",\n",
      "    \"Assumed that the `1 tbsp` Moroccan spice blend is for the meatballs\",\n",
      "    \"Assumed that the `4 tbsp` sweet chili sauce is for the sauce\",\n",
      "    \"Assumed that the `1 tbsp` oil is for cooking the vegetables\"\n",
      "  ]\n",
      "}\n",
      "```\n",
      "The recipe makes 4 servings and takes approximately 21-30 minutes to prepare and cook. The preparation time includes chopping the vegetables, mincing the ginger, and measuring the ingredients. The cooking time includes baking the meatballs, cooking the rice, and combining the meatballs and vegetables with the sauce. The waiting time is not explicitly stated in the recipe, but it may be necessary to let the mixture rest or cool down in the fridge for some time.\n",
      "\n",
      "The recipe uses the following ingredients:\n",
      "\n",
      "* 0.5 lb ground beef\n",
      "* 1/4 cup panko breadcrumbs\n",
      "* 2 tbsp soy sauce\n",
      "* 4 tsp chili garlic sauce\n",
      "* 1/2 oz ginger\n",
      "* 2 medium green bell peppers\n",
      "* 1 small onion\n",
      "* 3/4 cup basmati rice\n",
      "* 2 oz green peas\n",
      "* 1/2 cup cilantro\n",
      "* 1 tbsp Moroccan spice blend\n",
      "* 4 tbsp sweet chili sauce\n",
      "* 1 tbsp oil\n",
      "\n",
      "The recipe consists of 4 steps:\n",
      "\n",
      "1. Cook the basmati rice with green peas. This step takes 12-14 minutes and uses 3/4 cup basmati rice and 2 oz green peas.\n",
      "2. Prepare the meatballs. This step takes 8-10 minutes and uses 0.5 lb ground beef, 1/4 cup panko breadcrumbs, 1 tbsp soy sauce, 1/2 oz ginger, and 1 tbsp Moroccan spice blend.\n",
      "3. Prepare the vegetables and sauce. This step takes 5-10 minutes and uses 2 medium green bell peppers, 1 small onion, 1/2 cup cilantro, 4 tbsp sweet chili sauce, 2 tbsp soy sauce, and 4 tsp chili garlic sauce.\n",
      "4. Combine the meatballs and vegetables with the sauce. This step takes 1-2 minutes and uses the meatballs, vegetables, and sauce from the previous steps.\n",
      "\n",
      "The recipe assumes that the ingredients are measured and prepared according to the specified quantities and units. It also assumes that the oven is preheated to 450°F (232°C) before baking the meatballs.\n",
      "Error in parsing Failed to parse Recipe from completion {\"name\": \"Stuffed Bell Peppers\", \"serving_size\": 2, \"ingredients\": [{\"id\": 1, \"name\": \"yellow bell peppers\", \"quantity\": 2, \"unit\": null}, {\"id\": 2, \"name\": \"ground beef meat\", \"quantity\": 120, \"unit\": \"grams\"}, {\"id\": 3, \"name\": \"onions\", \"quantity\": 1, \"unit\": null}, {\"id\": 4, \"name\": \"garlic\", \"quantity\": null, \"unit\": null}, {\"id\": 5, \"name\": \"fresh tomato soup\", \"quantity\": null, \"unit\": null}, {\"id\": 6, \"name\": \"olive oil\", \"quantity\": null, \"unit\": null}, {\"id\": 7, \"name\": \"parsley\", \"quantity\": null, \"unit\": null}, {\"id\": 8, \"name\": \"origan\", \"quantity\": null, \"unit\": null}, {\"id\": 9, \"name\": \"cumin\", \"quantity\": null, \"unit\": null}, {\"id\": 10, \"name\": \"salt\", \"quantity\": null, \"unit\": null}, {\"id\": 11, \"name\": \"pepper\", \"quantity\": null, \"unit\": null}, {\"id\": 12, \"name\": \"bechamel\", \"quantity\": null, \"unit\": null}, {\"id\": 13, \"name\": \"sour cream\", \"quantity\": null, \"unit\": null}], \"steps\": [{\"number\": 1, \"description\": \"Preheat the oven to 200\\u00b0C.\", \"preparation_time\": null, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": []}, {\"number\": 2, \"description\": \"Cut the tops off the bell peppers and remove the seeds. Place them in an oven tray.\", \"preparation_time\": 10, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 1, \"name\": \"yellow bell peppers\"}]}, {\"number\": 3, \"description\": \"Cover the peppers with aluminum foil and cook in the oven for 1 hour and 30 minutes.\", \"preparation_time\": null, \"cooking_time\": 90, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 1, \"name\": \"yellow bell peppers\"}]}, {\"number\": 4, \"description\": \"Chop the onions and garlic. Saut\\u00e9 them in a pan with some olive oil.\", \"preparation_time\": 5, \"cooking_time\": 5, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 2, \"name\": \"onions\"}, {\"id\": 4, \"name\": \"garlic\"}, {\"id\": 6, \"name\": \"olive oil\"}]}, {\"number\": 5, \"description\": \"Add the ground beef meat to the pan and cook until browned. Mix with the fresh tomato soup.\", \"preparation_time\": null, \"cooking_time\": 10, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 2, \"name\": \"ground beef meat\"}, {\"id\": 5, \"name\": \"fresh tomato soup\"}]}, {\"number\": 6, \"description\": \"Season the meat mixture with parsley, origan, cumin, salt, and pepper to taste.\", \"preparation_time\": 5, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 7, \"name\": \"parsley\"}, {\"id\": 8, \"name\": \"origan\"}, {\"id\": 9, \"name\": \"cumin\"}, {\"id\": 10, \"name\": \"salt\"}, {\"id\": 11, \"name\": \"pepper\"}]}, {\"number\": 7, \"description\": \"Remove the aluminum foil from the peppers and fill them with the meat mixture. Cook in the oven for another 45 minutes.\", \"preparation_time\": 10, \"cooking_time\": 45, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 1, \"name\": \"yellow bell peppers\"}, {\"id\": 2, \"name\": \"ground beef meat\"}, {\"id\": 5, \"name\": \"fresh tomato soup\"}]}, {\"number\": 8, \"description\": \"Optional: Add the bechamel a couple of minutes before the time is up and finish cooking in the oven.\", \"preparation_time\": null, \"cooking_time\": 2, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 12, \"name\": \"bechamel\"}]}, {\"number\": 9, \"description\": \"Optional: Instead of bechamel, you can use sour cream.\", \"preparation_time\": null, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 13, \"name\": \"sour cream\"}]}], \"total_preparation_time\": {\"min\": 35, \"max\": 40}, \"total_cooking_time\": {\"min\": 135, \"max\": 140}, \"total_waiting_time\": {\"min\": 90, \"max\": 90}, \"comments\": [], \"inference_assumptions\": [\"Assumed that the recipe serves two people\", \"Assumed that the `1 or 2 onions` means one onion\", \"Assumed that the `fresh tomato soup` is canned or packaged soup\", \"Assumed that the `condiments of your choice` are parsley, origan, or cumin\", \"Assumed that the `bechamel` is a pre-made sauce or can be made from a package\"]}. Got: 17 validation errors for Recipe\n",
      "steps.1.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 1, 'name': 'yellow bell peppers'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.2.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 1, 'name': 'yellow bell peppers'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.3.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 2, 'name': 'onions'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.3.used_ingredients.1\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 4, 'name': 'garlic'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.3.used_ingredients.2\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 6, 'name': 'olive oil'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.4.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 2, 'name': 'ground beef meat'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.4.used_ingredients.1\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 5, 'name': 'fresh tomato soup'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.5.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 7, 'name': 'parsley'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.5.used_ingredients.1\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 8, 'name': 'origan'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.5.used_ingredients.2\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 9, 'name': 'cumin'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.5.used_ingredients.3\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 10, 'name': 'salt'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.5.used_ingredients.4\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 11, 'name': 'pepper'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.6.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 1, 'name': 'yellow bell peppers'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.6.used_ingredients.1\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 2, 'name': 'ground beef meat'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.6.used_ingredients.2\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 5, 'name': 'fresh tomato soup'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.7.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 12, 'name': 'bechamel'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.8.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 13, 'name': 'sour cream'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "Error in parsing Invalid json output: Here is the recipe for \"Dill and Horseradish Potato Salad\" in the required JSON format:\n",
      "\n",
      "```json\n",
      "{\n",
      "  \"name\": \"Dill and Horseradish Potato Salad\",\n",
      "  \"serving_size\": 6,\n",
      "  \"ingredients\": [\n",
      "    {\n",
      "      \"id\": 1,\n",
      "      \"name\": \"Potatoes\",\n",
      "      \"quantity\": 2,\n",
      "      \"unit\": \"lbs\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 2,\n",
      "      \"name\": \"Plain Yogurt\",\n",
      "      \"quantity\": 1,\n",
      "      \"unit\": \"cup\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 3,\n",
      "      \"name\": \"Mayonnaise\",\n",
      "      \"quantity\": 1/2,\n",
      "      \"unit\": \"cup\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 4,\n",
      "      \"name\": \"Prepared Horseradish\",\n",
      "      \"quantity\": 1,\n",
      "      \"unit\": \"tablespoon\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 5,\n",
      "      \"name\": \"Radishes\",\n",
      "      \"quantity\": 4,\n",
      "      \"unit\": \"unit\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 6,\n",
      "      \"name\": \"Celery\",\n",
      "      \"quantity\": 2,\n",
      "      \"unit\": \"stalks\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 7,\n",
      "      \"name\": \"Green Onions\",\n",
      "      \"quantity\": 2,\n",
      "      \"unit\": \"large\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 8,\n",
      "      \"name\": \"Fresh Parsley\",\n",
      "      \"quantity\": 1/4,\n",
      "      \"unit\": \"cup\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 9,\n",
      "      \"name\": \"Fresh Dill\",\n",
      "      \"quantity\": 1/4,\n",
      "      \"unit\": \"cup\"\n",
      "    }\n",
      "  ],\n",
      "  \"steps\": [\n",
      "    {\n",
      "      \"number\": 1,\n",
      "      \"description\": \"Place potatoes in a pot and just cover with water. Partially lid and bring to a boil. Reduce heat and simmer partially covered just until potatoes are tender (5 mins). Don't overcook. Drain well.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": {\n",
      "        \"min\": 5,\n",
      "        \"max\": 5\n",
      "      },\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [\n",
      "        1\n",
      "      ]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 2,\n",
      "      \"description\": \"Meanwhile in a large bowl, stir yogurt with mayonnaise, horseradish, salt, and pepper. Stir in radishes, celery, green onions, parsley, and dill until mixed.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [\n",
      "        2,\n",
      "        3,\n",
      "        4,\n",
      "        5,\n",
      "        6,\n",
      "        7,\n",
      "        8,\n",
      "        9\n",
      "      ]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 3,\n",
      "      \"description\": \"Add warm potatoes and stir to combine. Refrigerate at least 1 hour before serving. Taste and adjust seasonings if desired.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": {\n",
      "        \"min\": 60,\n",
      "        \"max\": 60\n",
      "      },\n",
      "      \"used_ingredients\": [\n",
      "        1,\n",
      "        2,\n",
      "        3,\n",
      "        4,\n",
      "        5,\n",
      "        6,\n",
      "        7,\n",
      "        8,\n",
      "        9\n",
      "      ]\n",
      "    }\n",
      "  ],\n",
      "  \"total_preparation_time\": {\n",
      "    \"min\": 5,\n",
      "    \"max\": 5\n",
      "  },\n",
      "  \"total_cooking_time\": {\n",
      "    \"min\": 5,\n",
      "    \"max\": 5\n",
      "  },\n",
      "  \"total_waiting_time\": {\n",
      "    \"min\": 60,\n",
      "    \"max\": 60\n",
      "  },\n",
      "  \"comments\": [],\n",
      "  \"inference_assumptions\": [\n",
      "    \"Assumed that the recipe serves 6 people\",\n",
      "    \"Assumed that the `1` in `1 cup` of mayonnaise is a unit of measurement and not a serving size\",\n",
      "    \"Assumed that the `1/2` in `1/2 cup` of mayonnaise is a unit of measurement and not a serving size\",\n",
      "    \"Assumed that the `1` in `1 tablespoon` of prepared horseradish is a unit of measurement and not a serving size\",\n",
      "    \"Assumed that the `4` in `4 radishes` is a unit of measurement and not a serving size\",\n",
      "    \"Assumed that the `2` in `2 stalks` of celery is a unit of measurement and not a serving size\",\n",
      "    \"Assumed that the `2` in `2 large` green onions is a unit of measurement and not a serving size\",\n",
      "    \"Assumed that the `1/4` in `1/4 cup` of fresh parsley is a unit of measurement and not a serving size\",\n",
      "    \"Assumed that the `1/4` in `1/4 cup` of fresh dill is a unit of measurement and not a serving size\"\n",
      "  ]\n",
      "}\n",
      "```\n",
      "The recipe makes 6 servings and takes approximately 5 minutes to prepare, 5 minutes to cook, and 1 hour to wait before serving. The ingredients include 2 pounds of potatoes, 1 cup of plain yogurt, 1/2 cup of mayonnaise, 1 tablespoon of prepared horseradish, 4 radishes, 2 stalks of celery, 2 large green onions, 1/4 cup of fresh parsley, and 1/4 cup of fresh dill. The recipe involves boiling the potatoes, mixing the yogurt, mayonnaise, horseradish, and herbs in a bowl, and then combining the warm potatoes with the yogurt mixture and refrigerating for at least 1 hour before serving.\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Retrying langchain_mistralai.chat_models.acompletion_with_retry.<locals>._completion_with_retry in 4.0 seconds as it raised ReadTimeout: .\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Error in parsing Invalid json output: Here is the recipe for Potato Leek Soup in the requested JSON format:\n",
      "\n",
      "```json\n",
      "{\n",
      "  \"name\": \"Potato Leek Soup\",\n",
      "  \"serving_size\": 4,\n",
      "  \"ingredients\": [\n",
      "    {\n",
      "      \"id\": 1,\n",
      "      \"name\": \"unsalted butter\",\n",
      "      \"quantity\": 3,\n",
      "      \"unit\": \"tablespoons\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 2,\n",
      "      \"name\": \"large leeks\",\n",
      "      \"quantity\": 2,\n",
      "      \"unit\": \"unit\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 3,\n",
      "      \"name\": \"chicken or veggie stock\",\n",
      "      \"quantity\": 1,\n",
      "      \"unit\": \"quart\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 4,\n",
      "      \"name\": \"waxy potatoes\",\n",
      "      \"quantity\": 11,\n",
      "      \"unit\": \"ounces\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 5,\n",
      "      \"name\": \"bay leaf\",\n",
      "      \"quantity\": 1,\n",
      "      \"unit\": \"unit\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 6,\n",
      "      \"name\": \"heavy cream\",\n",
      "      \"quantity\": 3/4,\n",
      "      \"unit\": \"cup\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 7,\n",
      "      \"name\": \"white pepper\",\n",
      "      \"quantity\": null,\n",
      "      \"unit\": \"unit\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 8,\n",
      "      \"name\": \"ground nutmeg\",\n",
      "      \"quantity\": null,\n",
      "      \"unit\": \"unit\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 9,\n",
      "      \"name\": \"dill weed\",\n",
      "      \"quantity\": null,\n",
      "      \"unit\": \"unit\"\n",
      "    }\n",
      "  ],\n",
      "  \"steps\": [\n",
      "    {\n",
      "      \"number\": 1,\n",
      "      \"description\": \"Chop the white to light-green part of the leek into moderately sized pieces and discard the dark-green ends.\",\n",
      "      \"preparation_time\": 5,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [2]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 2,\n",
      "      \"description\": \"Melt the butter in a pot on medium-low heat, add chopped leeks and potatoes. Stir until leeks are sweat.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": 10,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [1, 2, 4]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 3,\n",
      "      \"description\": \"Add stock, bay leaf, pepper and optional ingredients now. Raise heat to medium-high, simmer until potatoes are tender.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": 20,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [3, 5, 7, 8, 9, 4]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 4,\n",
      "      \"description\": \"After removing the pot from the heat, remove the bay leaf and immersion blend pot until you reach a desired consistency.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": 5,\n",
      "      \"used_ingredients\": [5]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 5,\n",
      "      \"description\": \"Stir in heavy cream and salt to taste.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [6]\n",
      "    }\n",
      "  ],\n",
      "  \"total_preparation_time\": {\n",
      "    \"min\": 5,\n",
      "    \"max\": 5\n",
      "  },\n",
      "  \"total_cooking_time\": {\n",
      "    \"min\": 30,\n",
      "    \"max\": 30\n",
      "  },\n",
      "  \"total_waiting_time\": {\n",
      "    \"min\": 5,\n",
      "    \"max\": 5\n",
      "  },\n",
      "  \"comments\": [],\n",
      "  \"inference_assumptions\": [\n",
      "    \"Assumed that the recipe serves 4 people\",\n",
      "    \"Assumed that the `2 large leeks` refers to the white to light-green part of the leek and the dark-green ends should be discarded\"\n",
      "  ]\n",
      "}\n",
      "```\n",
      "\n",
      "The preparation time for each step is estimated based on the given recipe, and the cooking time is the simmering time for the potatoes. The waiting time is only for the final step when the soup is removed from the heat and allowed to cool slightly before blending. The total preparation, cooking, and waiting times are consistent with the sum of the durations of the steps.\n",
      "\n",
      "The assumptions made during the generation process are listed in the `inference_assumptions` field.\n",
      "Error in parsing Failed to parse Recipe from completion {\"name\": \"Chicken and Potato Casserole\", \"serving_size\": 8, \"ingredients\": [{\"id\": 1, \"name\": \"chicken breasts\", \"quantity\": 1, \"unit\": \"lb\", \"quantity_type\": \"weight\"}, {\"id\": 2, \"name\": \"onion\", \"quantity\": 1, \"unit\": \"medium\", \"quantity_type\": \"size\"}, {\"id\": 3, \"name\": \"potato\", \"quantity\": 1, \"unit\": \"large\", \"quantity_type\": \"size\"}, {\"id\": 4, \"name\": \"water\", \"quantity\": 1, \"unit\": \"cup\"}, {\"id\": 5, \"name\": \"parsley\", \"quantity\": 1, \"unit\": \"small bunch\", \"quantity_type\": \"size\"}, {\"id\": 6, \"name\": \"eggs\", \"quantity\": 8, \"unit\": \"large\"}, {\"id\": 7, \"name\": \"cheese\", \"quantity\": 6, \"unit\": \"oz\"}, {\"id\": 8, \"name\": \"olive oil\", \"quantity\": 2, \"unit\": \"tablespoon\"}], \"steps\": [{\"number\": 1, \"description\": \"Mix the spices together (grinding any whole spices if necessary) and set them aside.\", \"preparation_time\": 5, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": []}, {\"number\": 2, \"description\": \"In a large frying pan or pot over medium heat, saut\\u00e9 the onions in about 1 tbsp of olive oil until tender.\", \"preparation_time\": 5, \"cooking_time\": 10, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 8, \"name\": \"olive oil\", \"quantity\": 1, \"unit\": \"tablespoon\"}, {\"id\": 2, \"name\": \"onion\", \"quantity\": 1, \"unit\": \"medium\", \"quantity_type\": \"size\"}]}, {\"number\": 3, \"description\": \"Toss chicken with 1/2 of the spice mix. Add this to the pan and brown.\", \"preparation_time\": 5, \"cooking_time\": 10, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 1, \"name\": \"chicken breasts\", \"quantity\": 1, \"unit\": \"lb\", \"quantity_type\": \"weight\"}]}, {\"number\": 4, \"description\": \"Add the potatoes and the water to the pan. Bring to a gentle simmer, then cook uncovered until potatoes are tender and most of the liquid has evaporated.\", \"preparation_time\": 5, \"cooking_time\": 20, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 3, \"name\": \"potato\", \"quantity\": 1, \"unit\": \"large\", \"quantity_type\": \"size\"}, {\"id\": 4, \"name\": \"water\", \"quantity\": 1, \"unit\": \"cup\"}]}, {\"number\": 5, \"description\": \"Stir chopped parsley into the cooked mixture and set aside to cool.\", \"preparation_time\": 5, \"cooking_time\": null, \"waiting_time\": 10, \"used_ingredients\": [{\"id\": 5, \"name\": \"parsley\", \"quantity\": 1, \"unit\": \"small bunch\", \"quantity_type\": \"size\"}]}, {\"number\": 6, \"description\": \"Preheat oven to 350\\u00b0F (180\\u00b0C), and grease a medium (2 quart/liter) baking pan with the remaining olive oil.\", \"preparation_time\": 10, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 8, \"name\": \"olive oil\", \"quantity\": 1, \"unit\": \"tablespoon\"}]}, {\"number\": 7, \"description\": \"Thoroughly whisk the eggs in a large bowl, then mix in the cheese. Stir in the chicken, potato, and parsley mixture, along with the remaining spice mixture. Stir until well-combined, then pour into the oiled baking dish.\", \"preparation_time\": 10, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 6, \"name\": \"eggs\", \"quantity\": 8, \"unit\": \"large\"}, {\"id\": 7, \"name\": \"cheese\", \"quantity\": 6, \"unit\": \"oz\"}]}, {\"number\": 8, \"description\": \"Bake for 30-35 minutes, or until set in the center. Allow to cool, and serve warm or at room temperature.\", \"preparation_time\": null, \"cooking_time\": 35, \"waiting_time\": null, \"used_ingredients\": []}], \"total_preparation_time\": {\"min\": 40, \"max\": 45}, \"total_cooking_time\": {\"min\": 75, \"max\": 80}, \"total_waiting_time\": {\"min\": 10, \"max\": 10}, \"comments\": [], \"inference_assumptions\": [\"Assumed that the recipe serves 8 people\", \"Assumed that the `1` in `1 1/2` spice measurements is a typo and corrected it to `1/2`\"]}. Got: 9 validation errors for Recipe\n",
      "steps.1.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 8, 'name': 'olive ...1, 'unit': 'tablespoon'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.1.used_ingredients.1\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 2, 'name': 'onion'...'quantity_type': 'size'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.2.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 1, 'name': 'chicke...uantity_type': 'weight'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.3.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 3, 'name': 'potato...'quantity_type': 'size'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.3.used_ingredients.1\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 4, 'name': 'water'...tity': 1, 'unit': 'cup'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.4.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 5, 'name': 'parsle...'quantity_type': 'size'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.5.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 8, 'name': 'olive ...1, 'unit': 'tablespoon'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.6.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 6, 'name': 'eggs',...ty': 8, 'unit': 'large'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.6.used_ingredients.1\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 7, 'name': 'cheese...ntity': 6, 'unit': 'oz'}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "Error in LLM communication Error response 500 while fetching https://api.mistral.ai/v1/chat/completions: {\"object\":\"error\",\"message\":\"Service unavailable.\",\"type\":\"internal_server_error\",\"param\":null,\"code\":\"1000\"}\n",
      "Error in parsing Invalid json output: Here is the recipe for Nashville Hot Chicken Sandwich in the requested JSON format:\n",
      "\n",
      "```json\n",
      "{\n",
      "  \"name\": \"Nashville Hot Chicken Sandwich\",\n",
      "  \"serving_size\": 4,\n",
      "  \"ingredients\": [\n",
      "    {\n",
      "      \"id\": 1,\n",
      "      \"name\": \"buttermilk\",\n",
      "      \"quantity\": 2,\n",
      "      \"unit\": \"cups\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 2,\n",
      "      \"name\": \"hot sauce\",\n",
      "      \"quantity\": 1/3,\n",
      "      \"unit\": \"cup\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 3,\n",
      "      \"name\": \"all-purpose flour\",\n",
      "      \"quantity\": 2.5,\n",
      "      \"unit\": \"cups\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 4,\n",
      "      \"name\": \"cornstarch\",\n",
      "      \"quantity\": 3,\n",
      "      \"unit\": \"tablespoons\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 5,\n",
      "      \"name\": \"seasoned salt\",\n",
      "      \"quantity\": 3,\n",
      "      \"unit\": \"tablespoons\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 6,\n",
      "      \"name\": \"paprika\",\n",
      "      \"quantity\": 1,\n",
      "      \"unit\": \"tablespoon\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 7,\n",
      "      \"name\": \"cayenne pepper\",\n",
      "      \"quantity\": 2,\n",
      "      \"unit\": \"teaspoons\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 8,\n",
      "      \"name\": \"black pepper\",\n",
      "      \"quantity\": 2,\n",
      "      \"unit\": \"teaspoons\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 9,\n",
      "      \"name\": \"garlic powder\",\n",
      "      \"quantity\": 1,\n",
      "      \"unit\": \"tablespoon\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 10,\n",
      "      \"name\": \"onion powder\",\n",
      "      \"quantity\": 1,\n",
      "      \"unit\": \"tablespoon\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 11,\n",
      "      \"name\": \"dark brown sugar\",\n",
      "      \"quantity\": 2,\n",
      "      \"unit\": \"tablespoons\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 12,\n",
      "      \"name\": \"chili powder\",\n",
      "      \"quantity\": 1,\n",
      "      \"unit\": \"teaspoon\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 13,\n",
      "      \"name\": \"adobo honey seasoning\",\n",
      "      \"quantity\": 2,\n",
      "      \"unit\": \"tablespoons\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 14,\n",
      "      \"name\": \"cooking oil\",\n",
      "      \"quantity\": 1.5,\n",
      "      \"unit\": \"cups\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 15,\n",
      "      \"name\": \"chicken breast\",\n",
      "      \"quantity\": null,\n",
      "      \"unit\": \"unit\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 16,\n",
      "      \"name\": \"mayo\",\n",
      "      \"quantity\": 3,\n",
      "      \"unit\": \"tablespoons\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 17,\n",
      "      \"name\": \"ketchup\",\n",
      "      \"quantity\": 1,\n",
      "      \"unit\": \"tablespoon\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 18,\n",
      "      \"name\": \"sweet relish\",\n",
      "      \"quantity\": 2,\n",
      "      \"unit\": \"tablespoons\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 19,\n",
      "      \"name\": \"hot sauce\",\n",
      "      \"quantity\": 1,\n",
      "      \"unit\": \"tablespoon\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 20,\n",
      "      \"name\": \"shredded romaine lettuce\",\n",
      "      \"quantity\": null,\n",
      "      \"unit\": \"unit\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 21,\n",
      "      \"name\": \"tomato\",\n",
      "      \"quantity\": null,\n",
      "      \"unit\": \"unit\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 22,\n",
      "      \"name\": \"buns\",\n",
      "      \"quantity\": null,\n",
      "      \"unit\": \"unit\"\n",
      "    }\n",
      "  ],\n",
      "  \"steps\": [\n",
      "    {\n",
      "      \"number\": 1,\n",
      "      \"description\": \"Prepare the chicken by trimming it into less than 1/2\\\" patties for frying.\",\n",
      "      \"preparation_time\": 10,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [\n",
      "        {\n",
      "          \"id\": 15\n",
      "        }\n",
      "      ]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 2,\n",
      "      \"description\": \"Prepare the batter and flour in two separate bowls.\",\n",
      "      \"preparation_time\": 5,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [\n",
      "        {\n",
      "          \"id\": 3\n",
      "        },\n",
      "        {\n",
      "          \"id\": 4\n",
      "        },\n",
      "        {\n",
      "          \"id\": 5\n",
      "        },\n",
      "        {\n",
      "          \"id\": 6\n",
      "        },\n",
      "        {\n",
      "          \"id\": 7\n",
      "        },\n",
      "        {\n",
      "          \"id\": 8\n",
      "        },\n",
      "        {\n",
      "          \"id\": 9\n",
      "        },\n",
      "        {\n",
      "          \"id\": 10\n",
      "        }\n",
      "      ]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 3,\n",
      "      \"description\": \"Dredge the chicken in the flour, then batter and then flour again. While the chicken is sitting with the battered flour, heat the oil in a pan over medium heat or 350°F.\",\n",
      "      \"preparation_time\": 10,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [\n",
      "        {\n",
      "          \"id\": 15\n",
      "        },\n",
      "        {\n",
      "          \"id\": 3\n",
      "        },\n",
      "        {\n",
      "          \"id\": 4\n",
      "        },\n",
      "        {\n",
      "          \"id\": 5\n",
      "        },\n",
      "        {\n",
      "          \"id\": 6\n",
      "        },\n",
      "        {\n",
      "          \"id\": 7\n",
      "        },\n",
      "        {\n",
      "          \"id\": 8\n",
      "        },\n",
      "        {\n",
      "          \"id\": 9\n",
      "        },\n",
      "        {\n",
      "          \"id\": 10\n",
      "        },\n",
      "        {\n",
      "          \"id\": 14\n",
      "        }\n",
      "      ]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 4,\n",
      "      \"description\": \"Fry the chicken for 7 minutes, flipping at the midway point. Then pull the chicken and let sit for 5 minutes before refrying for the second time for 3 minutes.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": 17,\n",
      "      \"waiting_time\": 5,\n",
      "      \"used_ingredients\": [\n",
      "        {\n",
      "          \"id\": 15\n",
      "        },\n",
      "        {\n",
      "          \"id\": 14\n",
      "        }\n",
      "      ]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 5,\n",
      "      \"description\": \"Prepare the Nashville Hot Chicken seasoning by mixing it with 1 1/2 cups of the cooking oil used to fry the chicken. Simmer and whisk until still.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": 5,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [\n",
      "        {\n",
      "          \"id\": 11\n",
      "        },\n",
      "        {\n",
      "          \"id\": 12\n",
      "        },\n",
      "        {\n",
      "          \"id\": 13\n",
      "        },\n",
      "        {\n",
      "          \"id\": 14\n",
      "        }\n",
      "      ]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 6,\n",
      "      \"description\": \"Brush the sauce all over the crispy chicken or dunk it. Prepare the sauce for the buns by mixing the mayo, ketchup, sweet relish, and hot sauce.\",\n",
      "      \"preparation_time\": 5,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [\n",
      "        {\n",
      "          \"id\": 16\n",
      "        },\n",
      "        {\n",
      "          \"id\": 17\n",
      "        },\n",
      "        {\n",
      "          \"id\": 18\n",
      "        },\n",
      "        {\n",
      "          \"id\": 19\n",
      "        }\n",
      "      ]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 7,\n",
      "      \"description\": \"Assemble the sandwich by saucing the top and bottom buns, adding shredded romaine lettuce, chicken patty, tomato, and then completing with the top bun.\",\n",
      "      \"preparation_time\": 5,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [\n",
      "        {\n",
      "          \"id\": 20\n",
      "        },\n",
      "        {\n",
      "          \"id\": 15\n",
      "        },\n",
      "        {\n",
      "          \"id\": 21\n",
      "        },\n",
      "        {\n",
      "          \"id\": 22\n",
      "        }\n",
      "      ]\n",
      "    }\n",
      "  ],\n",
      "  \"total_preparation_time\": {\n",
      "    \"min\": 40,\n",
      "    \"max\": 40\n",
      "  },\n",
      "  \"total_cooking_time\": {\n",
      "    \"min\": 17,\n",
      "    \"max\": 17\n",
      "  },\n",
      "  \"total_waiting_time\": {\n",
      "    \"min\": 5,\n",
      "    \"max\": 5\n",
      "  },\n",
      "  \"comments\": [\n",
      "    \"This recipe makes 4 servings.\"\n",
      "  ],\n",
      "  \"inference_assumptions\": [\n",
      "    \"Assumed that the recipe is for 4 servings.\",\n",
      "    \"Assumed that the `1 1/2` cups of cooking oil used to fry the chicken is the same oil used to prepare the Nashville Hot Chicken seasoning.\"\n",
      "  ]\n",
      "}\n",
      "```\n",
      "\n",
      "The recipe makes 4 servings. The preparation time is estimated to be 40 minutes, the cooking time is 17 minutes, and the waiting time is 5 minutes. The assumptions made during the generation process are listed in the `inference_assumptions` field.\n",
      "Error in parsing Invalid json output: Here is the recipe for Chicken Coriander Yoghurt Curry in the requested JSON format:\n",
      "\n",
      "```json\n",
      "{\n",
      "  \"name\": \"Chicken Coriander Yoghurt Curry\",\n",
      "  \"serving_size\": 4,\n",
      "  \"ingredients\": [\n",
      "    {\n",
      "      \"id\": 1,\n",
      "      \"name\": \"boneless chicken breast\",\n",
      "      \"quantity\": 500,\n",
      "      \"unit\": \"grams\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 2,\n",
      "      \"name\": \"fat free yoghurt\",\n",
      "      \"quantity\": 250,\n",
      "      \"unit\": \"grams\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 3,\n",
      "      \"name\": \"coriander leaves\",\n",
      "      \"quantity\": 250,\n",
      "      \"unit\": \"grams\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 4,\n",
      "      \"name\": \"mustard oil or sunflower oil\",\n",
      "      \"quantity\": 3,\n",
      "      \"unit\": \"tablespoons\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 5,\n",
      "      \"name\": \"sugar\",\n",
      "      \"quantity\": 1,\n",
      "      \"unit\": \"tablespoon\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 6,\n",
      "      \"name\": \"ginger\",\n",
      "      \"quantity\": 20,\n",
      "      \"unit\": \"grams\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 7,\n",
      "      \"name\": \"garlic\",\n",
      "      \"quantity\": 9,\n",
      "      \"unit\": \"cloves\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 8,\n",
      "      \"name\": \"medium onions\",\n",
      "      \"quantity\": 2,\n",
      "      \"unit\": \"units\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 9,\n",
      "      \"name\": \"green chillies\",\n",
      "      \"quantity\": null,\n",
      "      \"unit\": null\n",
      "    },\n",
      "    {\n",
      "      \"id\": 10,\n",
      "      \"name\": \"garam masala\",\n",
      "      \"quantity\": 1,\n",
      "      \"unit\": \"tablespoon\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 11,\n",
      "      \"name\": \"cardamom pods\",\n",
      "      \"quantity\": 2/3,\n",
      "      \"unit\": \"units\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 12,\n",
      "      \"name\": \"bayleaf\",\n",
      "      \"quantity\": 1,\n",
      "      \"unit\": \"unit\"\n",
      "    },\n",
      "    {\n",
      "      \"id\": 13,\n",
      "      \"name\": \"cinnamom stick\",\n",
      "      \"quantity\": 1,\n",
      "      \"unit\": \"unit\"\n",
      "    }\n",
      "  ],\n",
      "  \"steps\": [\n",
      "    {\n",
      "      \"number\": 1,\n",
      "      \"description\": \"Cut the boneless chicken into small bite sized pieces.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [1]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 2,\n",
      "      \"description\": \"In a mixer, put coriander leaves, green chillies, yoghurt, ginger, garlic, onions and mix well.\",\n",
      "      \"preparation_time\": 10,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [2, 3, 4, 6, 7, 8, 9]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 3,\n",
      "      \"description\": \"Add the green chillies according to your taste.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [9]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 4,\n",
      "      \"description\": \"Pour half of the mixture from step 2 into a bowl and mix it thoroughly with the chicken.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [1, 2]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 5,\n",
      "      \"description\": \"Into this chicken mixture add 1 tbsp Garam Masala and salt to taste.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [10, 1]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 6,\n",
      "      \"description\": \"Keep the resulting marinated chicken aside for about 30 minutes.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": 30,\n",
      "      \"used_ingredients\": []\n",
      "    },\n",
      "    {\n",
      "      \"number\": 7,\n",
      "      \"description\": \"In a frying pan add 3 tbsp of either mustard oil or sunflower oil.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [4]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 8,\n",
      "      \"description\": \"Once the oil is hot, add sugar and cook until the sugar melts into the oil.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": 2,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [5]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 9,\n",
      "      \"description\": \"Add cardamom pods, cinnamon stick, and bayleaf into the hot oil.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [11, 12, 13]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 10,\n",
      "      \"description\": \"Simmer for about 1 minute, then lower the heat to medium.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": 1,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": []\n",
      "    },\n",
      "    {\n",
      "      \"number\": 11,\n",
      "      \"description\": \"On medium heat, add the marinated chicken mixture and cook till oil starts separating from the chicken.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": 15,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [1]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 12,\n",
      "      \"description\": \"Add salt to taste and keep stirring the chicken to make sure it does not burn or stick to the bottom of the pan.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": []\n",
      "    },\n",
      "    {\n",
      "      \"number\": 13,\n",
      "      \"description\": \"Once the oil separates, add the remaining mixture which was left behind after step 4.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": null,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": [2]\n",
      "    },\n",
      "    {\n",
      "      \"number\": 14,\n",
      "      \"description\": \"Stir until it has a thick consistency.\",\n",
      "      \"preparation_time\": null,\n",
      "      \"cooking_time\": 5,\n",
      "      \"waiting_time\": null,\n",
      "      \"used_ingredients\": []\n",
      "    }\n",
      "  ],\n",
      "  \"total_preparation_time\": {\n",
      "    \"min\": 10,\n",
      "    \"max\": 10\n",
      "  },\n",
      "  \"total_cooking_time\": {\n",
      "    \"min\": 23,\n",
      "    \"max\": 23\n",
      "  },\n",
      "  \"total_waiting_time\": {\n",
      "    \"min\": 30,\n",
      "    \"max\": 30\n",
      "  },\n",
      "  \"comments\": [],\n",
      "  \"inference_assumptions\": [\n",
      "    \"Assumed that the recipe serves 4 people\",\n",
      "    \"Assumed that the `2/3` in `2/3 cardamom pods` is a valid quantity\"\n",
      "  ]\n",
      "}\n",
      "```\n",
      "The recipe makes 4 servings and uses the following ingredients:\n",
      "\n",
      "* 500 grams of boneless chicken breast\n",
      "* 250 grams of fat free yoghurt\n",
      "* 250 grams of coriander leaves\n",
      "* 3 tablespoons of mustard oil or sunflower oil\n",
      "* 1 tablespoon of sugar\n",
      "* 20 grams of ginger\n",
      "* 9 cloves of garlic\n",
      "* 2 medium onions\n",
      "* Green chillies (quantity to be determined by the cook)\n",
      "* 1 tablespoon of garam masala\n",
      "* 2/3 cardamom pods\n",
      "* 1 bayleaf\n",
      "* 1 cinnamom stick\n",
      "\n",
      "The recipe has 14 steps, which are estimated to take a total of 23 minutes to cook, 10 minutes to prepare, and 30 minutes to wait. The total time spent on preparation, cooking, and waiting is therefore estimated to be 63 minutes.\n",
      "\n",
      "Note that the recipe does not specify the quantity of green chillies to be used, so this should be determined by the cook according to their taste. Also note that the recipe calls for 2/3 cardamom pods, which may be an unusual quantity, but it is assumed to be valid.\n",
      "Error in parsing Failed to parse Recipe from completion {\"name\": \"Zaatar Mix\", \"serving_size\": null, \"ingredients\": [{\"id\": 1, \"name\": \"Zaatar leaves\", \"quantity\": 1, \"unit\": \"Cup\"}, {\"id\": 2, \"name\": \"Sesame\", \"quantity\": 1, \"unit\": \"Cup\", \"notes\": \"Optionally roasted\"}, {\"id\": 3, \"name\": \"Sumac\", \"quantity\": 1, \"unit\": \"Cup\"}, {\"id\": 4, \"name\": \"Salt\", \"quantity\": 1, \"unit\": \"teaspoon\"}, {\"id\": 5, \"name\": \"Citric acid salt\", \"quantity\": null, \"unit\": null, \"notes\": \"Optional, for extra kick if the Sumac wasn't enough for you\"}], \"steps\": [{\"number\": 1, \"description\": \"Lightly roast the sesame in a wide pan until it gets a golden brown color.\", \"preparation_time\": null, \"cooking_time\": {\"min\": 5, \"max\": 10}, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 2}]}, {\"number\": 2, \"description\": \"Wait for the sesame to completely cool down.\", \"preparation_time\": null, \"cooking_time\": null, \"waiting_time\": {\"min\": 10, \"max\": 20}, \"used_ingredients\": [{\"id\": 2}]}, {\"number\": 3, \"description\": \"Mix everything together, starting from the Zaatar and sesame while adjusting the Sumac (optionally citric acid) and salt to taste.\", \"preparation_time\": {\"min\": 5, \"max\": 10}, \"cooking_time\": null, \"waiting_time\": null, \"used_ingredients\": [{\"id\": 1}, {\"id\": 2}, {\"id\": 3}, {\"id\": 4}, {\"id\": 5}]}], \"total_preparation_time\": {\"min\": 15, \"max\": 20}, \"total_cooking_time\": {\"min\": 5, \"max\": 10}, \"total_waiting_time\": {\"min\": 10, \"max\": 20}, \"comments\": [\"Store in an airtight jar or container.\"], \"inference_assumptions\": [\"Assumed that the sesame seeds were already cleaned and dried before measuring.\", \"Assumed that the Sumac and salt were already measured and ready to use.\", \"Assumed that the Zaatar leaves were already stripped from the stalks before measuring.\"]}. Got: 7 validation errors for Recipe\n",
      "steps.0.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 2}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.1.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 2}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.2.used_ingredients.0\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 1}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.2.used_ingredients.1\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 2}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.2.used_ingredients.2\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 3}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.2.used_ingredients.3\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 4}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n",
      "steps.2.used_ingredients.4\n",
      "  Input should be a valid integer [type=int_type, input_value={'id': 5}, input_type=dict]\n",
      "    For further information visit https://errors.pydantic.dev/2.7/v/int_type\n"
     ]
    }
   ],
   "source": [
    "\n",
    "for i in range(df.shape[0]):\n",
    "  \n",
    "    prompt = create_prompt(DEFAULT_BASE_PROMPT, parser, df[\"ingredients\"][i], df[\"direction\"][i])\n",
    "    recipe = await run(llm, prompt, parser)\n",
    "    raw_outputs.append(recipe)\n",
    "    \n",
    "    output_map = {\n",
    "        \"recipe_id\":i,\n",
    "        \"original_title\":df[\"title\"][i],\n",
    "    }\n",
    "\n",
    "    if isinstance(recipe, Recipe):\n",
    "        output =  output_map | recipe.dict() \n",
    "        outputs.append(output)\n",
    "    else:\n",
    "        output_map[\"raw_llm_output\"] = recipe\n",
    "        outputs.append(output_map)\n",
    "\n",
    "    time.sleep(1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [],
   "source": [
    "with open(\"parsed_recipes_all_8x7b.json\", \"w\") as f:\n",
    "    json.dump(outputs, f, indent=4, ensure_ascii=False)"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": ".venv",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.11.7"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}