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Library / RAG & Knowledge Bases

RAG & Knowledge Bases

Chat with Google Drive Files Locally via Ollama

When a Drive file is created or updated or a chat message arrives, it indexes the files into Qdrant and an Ollama agent answers questions locally.

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What it does

## Workflow to Create Local Knowledgebase from Google Drive Folder

The steps

  1. Postgres Chat Memory
  2. Ollama Chat Model
  3. Ollama Model
  4. Vector Store Tool
  5. Embeddings Ollama
  6. File Created
  7. File Updated
  8. Set File ID
  9. Download File
  10. Extract Document Text
  11. Default Data Loader
  12. Recursive Character Text Splitter
  13. Embeddings Ollama1
  14. When chat message received

21 steps in total.

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