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Library / RAG & Knowledge Bases

RAG & Knowledge Bases

Email Google Analytics Reports with OpenAI RAG

When a webhook delivers Google Analytics data, it is embedded into Pinecone and an OpenAI agent writes a report email, logged to Google Sheets and Slack.

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What it does

Automated workflow: GA Report Email

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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