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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? Haaland

Query = Which team won the Premier League in 2013? Haaland

Acknowledgements

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

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