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RAG & Knowledge Bases

Summarize Books with DeepSeek, Cohere and Qdrant

When a book file is added in Google Drive, it embeds it in Qdrant with Cohere and a DeepSeek agent writes a summary saved back to Drive.

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The steps

  1. Qdrant Vector Store
  2. Recursive Character Text Splitter
  3. Default Data Loader1
  4. AI Agent
  5. Simple Memory
  6. Code
  7. Google Drive (create)
  8. Delete Collection
  9. Question and Answer Chain
  10. Vector Store Retriever
  11. Qdrant Vector Store1
  12. qdrant_search
  13. Embeddings Cohere
  14. Information Extractor

21 steps in total.

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