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RAG & Knowledge Bases

Analyze Survey Responses Automatically with OpenAI RAG

When a webhook delivers survey responses, they are embedded into Pinecone and an OpenAI agent analyzes themes, logging results to Google Sheets and Slack.

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What it does

Automated workflow: Survey Auto Analyze

The steps

  1. Webhook Trigger
  2. Text Splitter
  3. Embeddings
  4. Pinecone Insert
  5. Pinecone Query
  6. Vector Tool
  7. Window Memory
  8. Chat Model
  9. RAG Agent
  10. Append Sheet
  11. Slack Alert

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