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Library / RAG & Knowledge Bases

RAG & Knowledge Bases

Summarize YouTube Playlists and Chat with Gemini

When a chat message arrives, YouTube video transcripts are summarized by Gemini, stored in Qdrant, and used to answer questions.

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What it does

## RAG & Reply to User Query - Retrieves and provides answers to user queries combining retrieval-augmented generation. - Processes messages without specific routing rules.

The steps

  1. Google Gemini Chat Model1
  2. Handle Queries
  3. Split Out
  4. Summarize & Analyze Transcript
  5. Concatenate
  6. Split Out1
  7. Limit
  8. Qdrant Vector Store
  9. Recursive Character Text Splitter
  10. Embeddings Google Gemini
  11. Google Gemini Chat Model2
  12. Embeddings Google Gemini1
  13. Chat
  14. Video Titles

60 steps in total.

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