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RAG & Knowledge Bases

Chat with Paul Graham Essays Using Milvus and OpenAI

When you run it, it scrapes the latest Paul Graham essays into Milvus, and when a chat message arrives an OpenAI agent answers from them.

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What it does

## Scrape latest Paul Graham essays

The steps

  1. When clicking "Execute Workflow"
  2. Fetch Essay List
  3. Extract essay names
  4. Split out into items
  5. Fetch essay texts
  6. Limit to first 3
  7. Extract Text Only
  8. Recursive Character Text Splitter1
  9. Milvus Vector Store
  10. AI Agent
  11. When chat message received
  12. Default Data Loader
  13. Milvus Vector Store as tool
  14. Embeddings OpenAI

16 steps in total.

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