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langchaindemo

Final RAG project. We will build this out as a RAG chatbot. Fork the repo, or submit issues, and make pull requests with your added functions, bug fixes, and other improvements.

Challenges:

  • Implement custom LLM class to use AWS hosted model
  • Implement RAG response for state of the union text
  • Replace Sentence Transformer with custom embedding function from AWS
  • [] Implement built-in templates
  • [] Implement multiple document embedder, better chunking strategies
  • [] Implement more advanced chains

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