PL-RAG

Simple RAG CLI app to demonstrate RAG functionalities on Premier League files from Wikipedia (2013-14 to 2023-24)

Instructions

1. git clone https://github.com/Grogu22/PL-RAG.git
2. cd PL-RAG
3. Open up a virtual environment and activate it
4. Install requirements

   pip install -r requirements.txt

5. Create a file named env.py

   openai_api_key = '<YOUR_OPENAI_API_KEY>'

6. Create the DB

    python create_db.py

7. Query DB

   python query_data.py '<YOUR_QUERY>'

Trial

Query = Which footballer has the record for a highest scorer in a single season?

Query = Which team won the Premier League in 2013?

Acknowledgements

I got all the PL data in markdown by using wikipedia-markdown-generator.