bRAG

BRAGgosaurus Rex, the fRAGrant one, dRAGon of pRAGue, keeper of the RAGtag dRAGoons…

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Exploring Retrieval-augmented generation in all it’s technical and mathematical glory.

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References

• The OG paper that introduced RAGs:
  • Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks
  • also pdf

• DSPy, also on GitHub

• Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection
  • pdf
  • huggingface
• FlashRAG: A Modular Toolkit for Efficient Retrieval-Augmented Generation Research
  • Paper, PDF
• Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks
  • PDF
• Dense Passage Retrieval for Open-Domain Question Answering
  • PDF
• maybe?
  • RAGFlow
  • DAIR.AI Prompt Engineering Guide, also GitHub
  • langchain-ai rag-from-scratch
  • Recursive Language Models, PDF
    • The Google Cloud Community Article

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