fletchsims/pandas-ai-fastapi-tutorial

pandas-ai-fastapi-tutorial

Quick example of using Pandas AI and FastAPI to create a simple REST API service.

How to get started

• Install required dependencies: pip install -r requirements.txt
• Python 3.11+
• This project assumes you're using Open AI as the LLM (if not, change the LLM to the one you will use)
• Use some sort of data (json, parquet, csv, etc.). The demo example I use is NY Taxi Yellow Cab Trip Data 2023-01 (parquet).
• See .env.example for how to set the environmental variables
• Start the server from root directory from the terminal: uvicorn app.main:app --host 0.0.0.0 --port 8080
  • Example URL and usage:
    • http://0.0.0.0:8080/chat?prompt='{your prompt goes here}'
    • http://0.0.0.0:8080/chat?prompt='show me the top 3 records'