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RAG

RAG

Aug 22, 20241 min read

  • Combine Searches in Generative AI

Retrieval-Augmented Generation Retrieval-Augmented Text Generation

evaluation

  • Rages
    • If you want to make a RAG from scratch, this is how you do it:

This page is auto-translated from /nishio/RAG using DeepL. If you looks something interesting but the auto-translated English is not good enough to understand it, feel free to let me know at @nishio_en. I’m very happy to spread my thought to non-Japanese readers.


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Backlinks

  • Azure Cognitive Search: Outperforming vector search with hybrid retrieval and ranking capabilities
  • Building RAG-based LLM Applications for Production
  • ColPali
  • Current impressions and thoughts on OMNI
  • Difference in skin feel between vector search and RAG
  • In the end, what is needed is improved search accuracy
  • Is it beneficial for someone who has nothing to write home about to RAG only against books?
  • LongRAG
  • OpenAI DevDay
  • REPLUG: Retrieval-Augmented Black-Box Language Models
  • Retrieval meets Long Context Large Language Models
  • Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks
  • Retrieval-Augmented Generation for Large Language Models: A Survey
  • Retrieval-augmented Language Model
  • Sage in the age of AI
  • Summary of "AI's vague sense of insecurity study group"
  • Teaching LLM to Knowledge Brewing in Scrapbox
  • Variational Open-Domain Question Answering
  • Will RAG Accelerate Echo Chamber?

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