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RAG & Knowledge Bases

Chat with Google Drive Docs Using Gemini, Qdrant and Telegram

When files change in Google Drive they are embedded into Qdrant, and when a Telegram or webhook message arrives a Gemini agent answers from them.

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What it does

## 🌟Workflow Config - Google Drive Folder Id - Qdrant Collection Name - List of Google Drive File Id's

The steps

  1. Data Loader
  2. Token Splitter
  3. Qdrant Vector Store
  4. Loop Over Items
  5. Wait
  6. When clicking ‘Test workflow’
  7. Google Gemini Chat Model
  8. Merge
  9. Extract Meta Data
  10. Get File Contents
  11. Download File From Google Drive
  12. Find File Ids in Google Drive Folder
  13. text-embeddings-3-large
  14. Google Folder ID

35 steps in total.

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