.code-samples.meilisearch.yaml

# This code-samples file is used by the Meilisearch documentation
# Every example written here will be automatically fetched by
# the documentation on build
# You can read more on https://github.com/meilisearch/documentation/tree/master/.vuepress/code-samples
---
get_one_index_1: |-
  client.get_index('movies')
list_all_indexes_1: |-
  client.get_indexes({'limit': 3})
create_an_index_1: |-
  client.create_index('movies', {'primaryKey': 'id'})
update_an_index_1: |-
  client.index('movies').update(primary_key='id')
delete_an_index_1: |-
  client.delete_index('movies')
  // OR
  client.index('movies').delete()
swap_indexes_1: |-
  client.swap_indexes([{'indexes': ['indexA', 'indexB']}, {'indexes': ['indexX', 'indexY']}])
get_one_document_1: |-
  client.index('movies').get_document(25684, {
    'fields': ['id', 'title', 'poster', 'release_date']
  })
get_documents_1: |-
  client.index('movies').get_documents({'limit':2, 'filter': 'genres=action'})
get_documents_post_1: |-
  client.index('books').get_documents({
    'limit':3,
    'fields': ['title', 'genres', 'rating', 'language'],
    'filter': '(rating > 3 AND (genres=Adventure OR genres=Fiction)) AND language=English'
  })
add_or_replace_documents_1: |-
  client.index('movies').add_documents([{
    'id': 287947,
    'title': 'Shazam',
    'poster': 'https://image.tmdb.org/t/p/w1280/xnopI5Xtky18MPhK40cZAGAOVeV.jpg',
    'overview': 'A boy is given the ability to become an adult superhero in times of need with a single magic word.',
    'release_date': '2019-03-23'
  }])
add_or_update_documents_1: |-
  client.index('movies').update_documents([{
      'id': 287947,
      'title': 'Shazam ⚡️',
      'genres': 'comedy'
  }])
delete_all_documents_1: |-
  client.index('movies').delete_all_documents()
delete_one_document_1: |-
  client.index('movies').delete_document(25684)
delete_documents_by_batch_1: |-
  client.index('movies').delete_documents([23488, 153738, 437035, 363869])
delete_documents_by_filter_1: |-
  client.index('movies').delete_documents(filter='genres=action OR genres=adventure')
search_post_1: |-
  client.index('movies').search('American ninja')
multi_search_1: |-
  client.multi_search(
    [
      {'indexUid': 'movies', 'q': 'pooh', 'limit': 5},
      {'indexUid': 'movies', 'q': 'nemo', 'limit': 5},
      {'indexUid': 'movie_ratings', 'q': 'us'}
    ]
  )
get_all_tasks_1: |-
  client.get_tasks()
get_task_1: |-
  client.get_task(1)
delete_tasks_1: |-
  client.delete_tasks({'uids': ['1', '2']})
cancel_tasks_1: |-
  client.cancel_tasks({'uids': ['1', '2']})
get_one_key_1: |-
  client.get_key('6062abda-a5aa-4414-ac91-ecd7944c0f8d')
get_all_keys_1: |-
  client.get_keys({'limit': 3})
create_a_key_1: |-
  client.create_key(options={
    'description': 'Add documents: Products API key',
    'actions': ['documents.add'],
    'indexes': ['products'],
    'expiresAt': '2042-04-02T00:42:42Z'
  })
update_a_key_1: |-
  client.update_key(key_or_uid='6062abda-a5aa-4414-ac91-ecd7944c0f8d',
    options={
      'name': 'Products/Reviews API key',
      'description': 'Manage documents: Products/Reviews API key'
  })
delete_a_key_1: |-
  client.delete_key('6062abda-a5aa-4414-ac91-ecd7944c0f8d')
get_settings_1: |-
  client.index('movies').get_settings()
update_settings_1: |-
  client.index('movies').update_settings({
    'rankingRules': [
      'words',
      'typo',
      'proximity',
      'attribute',
      'sort',
      'exactness',
      'release_date:desc',
      'rank:desc'
    ],
    'distinctAttribute': 'movie_id',
    'searchableAttributes': [
      'title',
      'overview',
      'genres'
    ],
    'displayedAttributes': [
      'title',
      'overview',
      'genres',
      'release_date'
    ],
    'sortableAttributes': [
      'title',
      'release_date'
    ],
    'stopWords': [
      'the',
      'a',
      'an'
    ],
    'synonyms': {
      'wolverine': ['xmen', 'logan'],
      'logan': ['wolverine']
    },
    'typoTolerance': {
      'minWordSizeForTypos': {
          'oneTypo': 8,
          'twoTypos': 10
      },
      'disableOnAttributes': ['title']
    },
    'pagination': {
      'maxTotalHits': 5000
    },
    'faceting': {
      'maxValuesPerFacet': 200
    },
    'searchCutoffMs': 150
  })
reset_settings_1: |-
  client.index('movies').reset_settings()
get_synonyms_1: |-
  client.index('movies').get_synonyms()
update_synonyms_1: |-
  client.index('movies').update_synonyms({
    'wolverine': ['xmen', 'logan'],
    'logan': ['wolverine', 'xmen'],
    'wow': ['world of warcraft']
  })
reset_synonyms_1: |-
  client.index('movies').reset_synonyms()
get_stop_words_1: |-
  client.index('movies').get_stop_words()
update_stop_words_1: |-
  client.index('movies').update_stop_words(['of', 'the', 'to'])
reset_stop_words_1: |-
  client.index('movies').reset_stop_words()
get_ranking_rules_1: |-
  client.index('movies').get_ranking_rules()
update_ranking_rules_1: |-
  client.index('movies').update_ranking_rules([
      'words',
      'typo',
      'proximity',
      'attribute',
      'sort',
      'exactness',
      'release_date:asc',
      'rank:desc'
  ])
reset_ranking_rules_1: |-
  client.index('movies').reset_ranking_rules()
get_distinct_attribute_1: |-
  client.index('shoes').get_distinct_attribute()
update_distinct_attribute_1: |-
  client.index('shoes').update_distinct_attribute('skuid')
reset_distinct_attribute_1: |-
  client.index('shoes').reset_distinct_attribute()
get_filterable_attributes_1: |-
  client.index('movies').get_filterable_attributes()
update_filterable_attributes_1: |-
  client.index('movies').update_filterable_attributes([
    'genres',
    'director'
  ])
reset_filterable_attributes_1: |-
  client.index('movies').reset_filterable_attributes()
get_searchable_attributes_1: |-
  client.index('movies').get_searchable_attributes()
update_searchable_attributes_1: |-
  client.index('movies').update_searchable_attributes([
      'title',
      'overview',
      'genres'
  ])
reset_searchable_attributes_1: |-
  client.index('movies').reset_searchable_attributes()
get_displayed_attributes_1: |-
  client.index('movies').get_displayed_attributes()
update_displayed_attributes_1: |-
  client.index('movies').update_displayed_attributes([
      'title',
      'overview',
      'genres',
      'release_date'
  ])
reset_displayed_attributes_1: |-
  client.index('movies').reset_displayed_attributes()
getting_started_typo_tolerance: |-
  client.index('movies').update_typo_tolerance({
    'minWordSizeForTypos': {
      'oneTypo': 4
    }
  })
get_typo_tolerance_1: |-
  client.index('books').get_typo_tolerance()
update_typo_tolerance_1: |-
  client.index('books').update_typo_tolerance({
    'minWordSizeForTypos': {
        'oneTypo': 4,
        'twoTypos': 10
      },
      'disableOnAttributes': [
         'title'
      ]
  })
reset_typo_tolerance_1: |-
  client.index('books').reset_typo_tolerance()
get_sortable_attributes_1: |-
  client.index('books').get_sortable_attributes()
update_sortable_attributes_1: |-
  client.index('books').update_sortable_attributes([
    'price',
    'author'
  ])
reset_sortable_attributes_1: |-
  client.index('books').reset_sortable_attributes()
get_index_stats_1: |-
  client.index('movies').get_stats()
get_indexes_stats_1: |-
  client.get_all_stats()
get_health_1: |-
  client.health()
get_version_1: |-
  client.get_version()
distinct_attribute_guide_1: |-
  client.index('jackets').update_distinct_attribute('product_id')
field_properties_guide_searchable_1: |-
  client.index('movies').update_searchable_attributes([
      'title',
      'overview',
      'genres'
  ])
field_properties_guide_displayed_1: |-
  client.index('movies').update_displayed_attributes([
      'title',
      'overview',
      'genres',
      'release_date'
  ])
filtering_guide_1: |-
  client.index('movie_ratings').search('Avengers', {
    'filter': 'release_date > 795484800'
  })
filtering_guide_2: |-
  client.index('movie_ratings').search('Batman', {
    'filter': 'release_date > 795484800 AND (director = "Tim Burton" OR director = "Christopher Nolan")'
  })
filtering_guide_3: |-
  client.index('movie_ratings').search('Planet of the Apes', {
    'filter': 'release_date > 1577884550 AND (NOT director = "Tim Burton"))'
  })
filtering_guide_nested_1: |-
  client.index('movie_ratings').search('thriller', {
    'filter': 'rating.users >= 90'
  })
search_parameter_guide_query_1: |-
  client.index('movies').search('shifu')
search_parameter_guide_offset_1: |-
  client.index('movies').search('shifu', {
    'offset': 1
  })
search_parameter_guide_limit_1: |-
  client.index('movies').search('shifu', {
    'limit': 2
  })
search_parameter_guide_retrieve_1: |-
  client.index('movies').search('shifu', {
    'attributesToRetrieve': ['overview', 'title']
  })
search_parameter_guide_crop_1: |-
  client.index('movies').search('shifu', {
    'attributesToCrop': ['overview'],
    'cropLength': 5
  })
search_parameter_guide_crop_marker_1: |-
  client.index('movies').search('shifu', {
    'attributesToCrop': ['overview'],
    'cropMarker': '[…]'
  })
search_parameter_guide_matching_strategy_1: |-
  client.index('movies').search('big fat liar', {
    'matchingStrategy': 'last'
  })
search_parameter_guide_matching_strategy_2: |-
  client.index('movies').search('big fat liar', {
    'matchingStrategy': 'all'
  })
search_parameter_guide_matching_strategy_3: |-
  client.index('movies').search('big fat liar', {
    'matchingStrategy': 'frequency'
  })
search_parameter_guide_highlight_1: |-
  client.index('movies').search('winter feast', {
    'attributesToHighlight': ['overview']
  })
search_parameter_guide_highlight_tag_1: |-
  client.index('movies').search('winter feast', {
    'attributesToHighlight': ['overview'],
    'highlightPreTag': '<span class="highlight">',
    'highlightPostTag': '</span>'
  })
search_parameter_guide_show_matches_position_1: |-
  client.index('movies').search('winter feast', {
    'showMatchesPosition': True
  })
search_parameter_guide_hitsperpage_1: |-
  client.index('movies').search('', {'hitsPerPage': 15})
search_parameter_guide_page_1: |-
  client.index('movies').search('', {'page': 2})
search_parameter_guide_sort_1: |-
  client.index('books').search('science fiction', {
    'sort': ['price:asc']
  })
search_parameter_guide_facet_stats_1: |-
  client.index('movie_ratings').search('Batman', {
    'facets': ['genres', 'rating']
  })
typo_tolerance_guide_1: |-
  client.index('movies').update_typo_tolerance({
    'enabled': False
  })
typo_tolerance_guide_2: |-
  client.index('movies').update_typo_tolerance({
    'disableOnAttributes': ['title']
  })
typo_tolerance_guide_3: |-
  client.index('movies').update_typo_tolerance({
    'disableOnWords': ['shrek']
  })
typo_tolerance_guide_4: |-
  client.index('movies').update_typo_tolerance({
    'minWordSizeForTypos': {
      'oneTypo': 4,
      'twoTypos': 10
    }
  })
search_parameter_guide_show_ranking_score_1: |-
  client.index('movies').search('dragon', {
    'showRankingScore': True
  })
search_parameter_guide_show_ranking_score_details_1: |-
  client.index('movies').search('dragon', {
    'showRankingScoreDetails': True
  })
search_parameter_guide_attributes_to_search_on_1: |-
  client.index('movies').search('adventure', {
    'attributesToSearchOn': ['overview']
  })
search_parameter_reference_distinct_1: |-
  client.index('INDEX_NAME').search('QUERY_TERMS', { distinct: 'ATTRIBUTE_A' })
distinct_attribute_guide_filterable_1: |-
  client.index('products').update_filterable_attributes(['product_id', 'sku', 'url'])
distinct_attribute_guide_distinct_parameter_1: |-
  client.index('products').search('white shirt', { distinct: 'sku' })
add_movies_json_1: |-
  import json

  json_file = open('movies.json', encoding='utf-8')
  movies = json.load(json_file)
  client.index('movies').add_documents(movies)
landing_getting_started_1: |-
  client = meilisearch.Client('http://localhost:7700', 'masterKey')

  client.index('movies').add_documents([
    { 'id': 1, 'title': 'Carol' },
    { 'id': 2, 'title': 'Wonder Woman' },
    { 'id': 3, 'title': 'Life of Pi' },
    { 'id': 4, 'title': 'Mad Max: Fury Road' },
    { 'id': 5, 'title': 'Moana' },
    { 'id': 6, 'title': 'Philadelphia'}
  ])
getting_started_check_task_status: |-
  client.get_task(0)
getting_started_add_documents_md: |-
  ```bash
  pip3 install meilisearch
  ```

  ```python
  import meilisearch
  import json

  client = meilisearch.Client('http://localhost:7700', 'aSampleMasterKey')

  json_file = open('movies.json', encoding='utf-8')
  movies = json.load(json_file)
  client.index('movies').add_documents(movies)
  ```

  [About this SDK](https://github.com/meilisearch/meilisearch-python/)
getting_started_search_md: |-
  ```python
  client.index('movies').search('botman')
  ```

  [About this SDK](https://github.com/meilisearch/meilisearch-python/)
getting_started_add_meteorites: |-
  import json

  json_file = open('meteorites.json', encoding='utf-8')
  meteorites = json.load(json_file)
  client.index('meteorites').add_documents(meteorites)
getting_started_update_ranking_rules: |-
  client.index('movies').update_ranking_rules([
      'exactness',
      'words',
      'typo',
      'proximity',
      'attribute',
      'sort',
      'release_date:asc',
      'rank:desc'
  ])
getting_started_update_displayed_attributes: |-
  client.index('movies').update_displayed_attributes([
      'title',
      'overview',
      'poster'
  ])
getting_started_update_searchable_attributes: |-
  client.index('movies').update_searchable_attributes([
      'title'
  ])
getting_started_update_stop_words: |-
  client.index('movies').update_stop_words(['the'])
getting_started_synonyms: |-
  client.index('movies').update_synonyms({
    'winnie': ['piglet'],
    'piglet': ['winnie']
  })
getting_started_filtering: |-
  client.index('meteorites').search('', {
    'filter': 'mass < 200'
  })
getting_started_geo_radius: |-
  client.index('meteorites').search('', {
    'filter': '_geoRadius(46.9480, 7.4474, 210000)'
  })
getting_started_geo_point: |-
  client.index('meteorites').search('', {
    'sort': ['_geoPoint(48.8583701,2.2922926):asc']
  })
getting_started_sorting: |-
  client.index('meteorites').search('', {
    'filter': 'mass < 200',
    'sort': ['mass:asc']
  })
getting_started_configure_settings: |-
  client.index('meteorites').update_settings({
    'filterableAttributes': [
        'mass',
        '_geo'
    ],
    'sortableAttributes': [
        'mass',
        '_geo'
    ]
  })
getting_started_faceting: |-
  client.index('movies').update_faceting_settings({
    'maxValuesPerFacet': 2,
    'sortFacetValuesBy': {
      '*': 'count'
    }
  })
getting_started_pagination: |-
  client.index('movies').update_pagination_settings({'maxTotalHits': 500})
filtering_update_settings_1: |-
  client.index('movies').update_filterable_attributes([
      'director',
      'genres',
  ])
faceted_search_walkthrough_filter_1: |-
  client.index('movies').search('thriller', {
    'filter': [['genres = Horror', 'genres = Mystery'], 'director = "Jordan Peele"']
  })
faceted_search_update_settings_1: |-
  client.index('movie_ratings').update_filterable_attributes([
    'genres',
    'director',
    'language'
  ])
faceted_search_1: |-
  client.index('books').search('classic', {
    'facets': ['genres', 'rating', 'language']
  })
post_dump_1: |-
  client.create_dump()
phrase_search_1: |-
  client.index('movies').search('"african american" horror')
sorting_guide_update_sortable_attributes_1: |-
  client.index('books').update_sortable_attributes([
    'author',
    'price'
  ])
sorting_guide_update_ranking_rules_1: |-
  client.index('books').update_ranking_rules([
      'words',
      'sort',
      'typo',
      'proximity',
      'attribute',
      'exactness'
  ])
sorting_guide_sort_parameter_1: |-
  client.index('books').search('science fiction', {
    'sort': ['price:asc']
  })
sorting_guide_sort_parameter_2: |-
  client.index('books').search('butler', {
    'sort': ['author:desc']
  })
sorting_guide_sort_nested_1: |-
  client.index('books').search('science fiction', {
    'sort': ['rating.users:asc']
  })
geosearch_guide_filter_settings_1: |-
  client.index('restaurants').update_filterable_attributes([
    '_geo'
  ])
geosearch_guide_filter_usage_1: |-
  client.index('restaurants').search('', {
    'filter': '_geoRadius(45.472735, 9.184019, 2000)'
  })
geosearch_guide_filter_usage_2: |-
  client.index('restaurants').search('', {
    'filter': '_geoRadius(45.472735, 9.184019, 2000) AND type = pizza'
  })
geosearch_guide_sort_settings_1: |-
  client.index('restaurants').update_sortable_attributes([
    '_geo'
  ])
geosearch_guide_sort_usage_1: |-
  client.index('restaurants').search('', {
    'sort': ['_geoPoint(48.8561446,2.2978204):asc']
  })
geosearch_guide_sort_usage_2: |-
  client.index('restaurants').search('', {
    'sort': ['_geoPoint(48.8561446,2.2978204):asc', 'rating:desc']
  })
geosearch_guide_filter_usage_3: |-
  client.index('restaurants').search('Batman', {
    'filter': '_geoBoundingBox([45.494181, 9.214024], [45.449484, 9.179175])'
  })
primary_field_guide_update_document_primary_key: |-
  client.index('books').update(primary_key='title')
primary_field_guide_create_index_primary_key: |-
  client.create_index('books', {'primaryKey': 'reference_number'})
primary_field_guide_add_document_primary_key: |-
  client.index('books').add_documents([{
    'reference_number': 287947,
    'title': 'Diary of a Wimpy Kid',
    'author': 'Jeff Kinney',
    'genres': ['comedy', 'humor'],
    'price': 5.00
  }], 'reference_number')
security_guide_search_key_1: |-
  client = Client('http://localhost:7700', 'apiKey')
  client.index('patient_medical_records').search()
security_guide_update_key_1: |-
  client = Client('http://localhost:7700', 'masterKey')
  client.update_key(key_or_uid='74c9c733-3368-4738-bbe5-1d18a5fecb37', options={
    'description': 'Default Search API Key'
  })
security_guide_create_key_1: |-
  client = Client('http://localhost:7700', 'masterKey')
    client.create_key(options={
    'description': 'Search patient records key',
    'actions': ['search'],
    'indexes': ['patient_medical_records'],
    'expiresAt': '2023-01-01T00:00:00Z'
  })
security_guide_list_keys_1: |-
  client = Client('http://localhost:7700', 'masterKey')
  client.get_keys()
security_guide_delete_key_1: |-
  client = Client('http://localhost:7700', 'masterKey')
  client.delete_key('ac5cd97d-5a4b-4226-a868-2d0eb6d197ab')
authorization_header_1: |-
  client = Client('http://localhost:7700', 'masterKey')
  client.get_keys()
tenant_token_guide_generate_sdk_1: |-
  uid = '85c3c2f9-bdd6-41f1-abd8-11fcf80e0f76';
  api_key = 'B5KdX2MY2jV6EXfUs6scSfmC...'
  expires_at = datetime(2025, 12, 20)
  search_rules = {
    'patient_medical_records': {
      'filter': 'user_id = 1'
    }
  }
  token = client.generate_tenant_token(api_key_uid=uid, search_rules=search_rules, api_key=api_key, expires_at=expires_at)
tenant_token_guide_search_sdk_1: |-
  front_end_client = Client('http://localhost:7700', token)
  front_end_client.index('patient_medical_records').search('blood test')
get_all_tasks_paginating_1: |-
  client.get_tasks({
    'limit': 2,
    'from': 10
  })
get_all_tasks_paginating_2: |-
  client.get_tasks({
    'limit': 2,
    'from': 8
  })
get_pagination_settings_1: |-
  client.index('books').get_pagination_settings()
update_pagination_settings_1: |-
  client.index('books').update_pagination_settings({'maxTotalHits': 100})
reset_pagination_settings_1: |-
  client.index('books').reset_pagination_settings()
get_faceting_settings_1: |-
  client.index('books').get_faceting_settings()
update_faceting_settings_1: |-
  params = {
    'maxValuesPerFacet': 2,
    'sortFacetValuesBy': {
        '*': 'count',
        'genres': 'count'
      }
  }
  client.index('books').update_faceting_settings(params)
reset_faceting_settings_1: |-
  client.index('books').reset_faceting_settings()
synonyms_guide_1: |-
  client.index('movies').update_synonyms({
    'great': ['fantastic'],
    'fantastic': ['great']
  })
async_guide_filter_by_date_1: |-
  client.get_tasks({'afterEnqueuedAt': '2020-10-11T11:49:53.000Z'})
async_guide_multiple_filters_1: |-
  client.get_tasks(
    {
        'indexUids': 'movies',
        'types': ['documentAdditionOrUpdate', 'documentDeletion'],
        'statuses': ['processing'],
    }
  )
async_guide_filter_by_ids_1: |-
  client.get_tasks({'uids': ['5', '10', '13']})
async_guide_filter_by_statuses_1: |-
  client.get_tasks({'statuses': ['failed', 'canceled']})
async_guide_filter_by_types_1: |-
  client.get_tasks({'types': ['dumpCreation', 'indexSwap']})
async_guide_filter_by_index_uids_1: |-
  client.get_tasks({'indexUids': ['movies']})
async_guide_canceled_by_1: |-
  client.get_tasks({'canceledBy': ['9', '15']})
date_guide_index_1: |-
  import json

  json_file = open('./games.json', encoding='utf-8')
  games = json.load(json_file)
  client.index('games').add_documents(games)
date_guide_filterable_attributes_1: |-
  client.index('games').update_filterable_attributes(['release_timestamp'])
date_guide_filter_1: |-
  client.index('games').search('', {
    'filter': 'release_timestamp >= 1514761200 AND release_timestamp < 1672527600'
  })
date_guide_sortable_attributes_1: |-
  client.index('games').update_sortable_attributes(['release_timestamp'])
date_guide_sort_1: |-
  client.index('games').search('', {
    'sort': ['release_timestamp:desc']
  })
facet_search_1: |-
  client.index('books').facet_search('genres', 'fiction', {
    'filter': 'rating > 3'
  })
facet_search_2: |-
  client.index('books').update_faceting_settings({ 'sortFacetValuesBy': { 'genres': 'count' } })
facet_search_3: |-
  client.index('books').facet_search('genres', 'c')
get_separator_tokens_1: |-
  client.index('articles').get_separator_tokens()
update_separator_tokens_1: |-
  client.index('articles').update_separator_tokens(["|", "&hellip;"])
reset_separator_tokens_1: |-
  client.index('articles').reset_separator_tokens()
get_non_separator_tokens_1: |-
  client.index('articles').get_non_separator_tokens()
update_non_separator_tokens_1: |-
  client.index('articles').update_non_separator_tokens(["@", "#"])
reset_non_separator_tokens_1: |-
  client.index('articles').reset_non_separator_tokens()
get_dictionary_1: |-
  client.index('books').get_dictionary()
update_dictionary_1: |-
  client.index('books').update_dictionary(["J. R. R.", "W. E. B."])
reset_dictionary_1: |-
  client.index('books').reset_dictionary()
create_snapshot_1: |-
  client.create_snapshot()
get_search_cutoff_1: |-
  client.index('movies').get_search_cutoff_ms()
update_search_cutoff_1: |-
  client.index('movies').update_search_cutoff_ms(150)
reset_search_cutoff_1: |-
  client.index('movies').reset_search_cutoff_ms()
get_proximity_precision_settings_1: |-
  client.index('books').get_proximity_precision()
update_proximity_precision_settings_1: |-
  client.index('books').update_proximity_precision(ProximityPrecision.BY_ATTRIBUTE)
reset_proximity_precision_settings_1: |-
  client.index('books').reset_proximity_precision()
search_parameter_reference_ranking_score_threshold_1: |-
  client.index('INDEX_NAME').search('badman', { 'rankingScoreThreshold': 0.2 })