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Library / RAG & Knowledge Bases

RAG & Knowledge Bases

Keep an Hourly Weather Log with OpenAI RAG

When a webhook delivers weather readings, they are embedded into Pinecone with Cohere and an OpenAI agent logs and summarizes them in Google Sheets and Slack.

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What it does

Automated workflow: Hourly Weather Log

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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