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I built RAGTheDocs, an open-source library that allows you to one-click deploy retrieval augmented generation (RAG) on any readthedocs website on huggingface πŸ€— spaces!

It leverages Buster πŸ€–, our open-source Retrieval Augmented Generation (RAG) library and gradio/huggingface for the UI.

Usage πŸ‘‰

To use it, follow these 3 simple steps:

1) Go to the example space

2) Duplicate the space:


3) Set your environment variables:

  • OPENAI_API_KEY (required): Needed for the app to work, e.g. sk-...
  • READTHEDOCS_URL (required): The url of the website you are interested in scraping (must be built with sphinx/readthedocs). e.g. https://orion.readthedocs.io
  • READTHEDOCS_VERSION (optional): This is important if there exist multiple versions of the docs (e.g. en/v0.2.7 or en/latest). If left empty, it will scrape all available versions (there can be many for open-source projects!).