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RAG & Knowledge Bases

Check Keyword Rankings with OpenAI RAG and Pinecone

When a webhook delivers keyword ranking data, it is embedded into Pinecone with Cohere and an OpenAI agent summarizes rank changes, logged to Google Sheets and Slack.

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What it does

Automated workflow: Keyword Rank Checker

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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