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StardewGPT 🐔

A Retrieval-Augmented Generation (RAG) pipeline using Llama 3.1 8B to answer questions any regarding the game Stardew Valley. The dataset used for this pipeline came from the Stardew Valley Wiki itself.

Web App

This comes with a web app that is built using Chainlit. To start the it just type: chainlit run app.py

Dataset Generation

To scrape the Stardew Valley Wiki use the wikiteam3 Python package and run: wikiteam3dumpgenerator https://stardewvalleywiki.com/ --xml --curonly --namespaces 0

Libraries Used

  • Llama-Index
  • Ollama
  • Chainlit
  • Chroma DB