About
The AI-Powered Slack Bot integrates Hugging Face's models into Slack, enabling AI-driven conversations within your workspace. Built with Python, it uses the Slack SDK and OpenAI's API to facilitate natural language interactions.
Stack
How to run
Create an app
- at first you need to create and app with the slack app manager
- with your app created, in "Yours apps" session you will be able to get all theses env vars:
- to be able to install your app in any workspace you need to set an redirect url, in case of testing i just used
https://localhost:5000, with this feature we can create an 'add to slack' button to distribute our app, for more details read this
IMPORTANT:
- Slack only accepts https protocol so you need to create ssl certificates and run in the flask application
- To handle event subscriptions you need to pass an url in order to enable slacks to making post requests for our app, so ive used ngrok too create a temporary test domain, you only need to worry about running the flask app in https, generate a domain with ngrok, enable events, subscribe bot to the events that you need and voilá...app is not configured yet lol.
AI
- Create on account in Hugging Face and generate an HF token to put in the env var.
- its a simple prompt that generate what do you want, u can change the default prompt in llm_service.py
Installing dependencies
python -m venv .venv source .venv/bin/activate pip install poetry poetry install --no-root
Running
- docker:
docker compose -f .\docker-compose.yml up -d --build
- locally: remember setting up the FLASK_APP env var and creating ssl certificates to run the app in https
python backend/app.py