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[example] Fast Multi-document rag using Qdrant Binary Quantization and Gemini 2.5 flash

Open lucifertrj opened this issue 6 months ago • 3 comments

tl;dr- Multi-document Fast RAG pipeline using Qdrant Binary Quantization and Gemini 2.5 Flash via LangGraph

  • LangGraph: For building the Retrieval Augmented Generation pipeline
  • FastEmbed: For the lightweight embeddings conversation
  • Qdrant: Index the document into the Vector database and use it as a retriever
  • Gemini: Gemini 2.5 Flash for the LLM inference

lucifertrj avatar May 10 '25 16:05 lucifertrj

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@MarkDaoust @Giom-V

lucifertrj avatar May 14 '25 18:05 lucifertrj

@PaulTR any update on this?

lucifertrj avatar May 25 '25 18:05 lucifertrj