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Library / RAG & Knowledge Bases

RAG & Knowledge Bases

Answer WhatsApp Lead Questions with a Reranked Knowledge Base

When a WhatsApp message arrives, the workflow searches a Supabase vector store of lead documents, reranks results with Cohere and OpenAI answers via Waha.

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What it does

# Potential Leads Knowledge Base

The steps

  1. Search File
  2. Get Data
  3. Supabase Vector Store
  4. Embeddings OpenAI
  5. Default Data Loader
  6. Recursive Character Text Splitter
  7. Loop Over Items
  8. AI Agent
  9. OpenAI Chat Model
  10. Postgres Chat Memory
  11. Embeddings OpenAI1
  12. Google Drive Trigger
  13. When clicking ‘Execute workflow’
  14. Scrape Maps

43 steps in total.

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