Skip to content

A Slack Bot for summarizing arXiv papers, powered by OpenAI LLMs.

License

Notifications You must be signed in to change notification settings

discus0434/paper-summarizer

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

25 Commits
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 

Repository files navigation

Paper Summarizer

A Slack Bot for summarizing arXiv papers, powered by OpenAI LLMs.

Features

This repository offers 2 main features:

  • Summarize an arXiv paper which you mention in a Slack channel.
  • Once a day, post summaries of papers which AK mentions.

Currently, the bot supports only papers posted on arXiv.

How to use

0. Get API keys for OpenAI and Slack

1. Add the bot to your Slack workspace and make it be able to react with user's mention

2. Clone this repository

git clone https://github.com/discus0434/paper-summarizer.git

3. Build a Docker image

If you do not use CUDA (i.e., you use only CPU), you can modify Dockerfile as follows:

- FROM paddlepaddle/paddle:2.4.1-gpu-cuda11.2-cudnn8.2-trt8.0
+ FROM paddlepaddle/paddle:2.4.1

Then, build a Docker image:

cd paper-summarizer/docker && make build

4. Set environment variables

OPENAI_ORGANIZATION might be optional.

echo "OPENAI_ORGANIZATION=org-XXX" >> .env
echo "OPENAI_API_KEY=sk-XXX" >> .env
echo "SLACK_INCOMING_WEBHOOK_URL=https://hooks.slack.com/services/XXX/XXX/XXX" >> .env
echo "SLACK_SIGNING_SECRET=XXX" >> .env
echo "SLACK_BOT_TOKEN=xoxb-XXX" >> .env

5. Run the API and forward the port

You can run the API with the following command:

make run

If your PC is Windows, run below in git bash:

make run-win
docker exec -it <container id> bash
python3 app.py

Then, forward the port by using ngrok or something like that.

Requirements

  • Computer with x86-64 architecture
  • Docker

License

This repository is licensed under AGPLv3. See LICENSE for more information.

References

About

A Slack Bot for summarizing arXiv papers, powered by OpenAI LLMs.

Topics

Resources

License

Stars

Watchers

Forks