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RAG & Knowledge Bases

Auto-Reply to FAQs with Claude RAG and Pinecone

When a webhook delivers a customer question, FAQ content is embedded into Pinecone with Cohere and a Claude agent drafts the answer, logged to Google Sheets and Slack.

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What it does

Placeholder for Auto Reply to FAQs

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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