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RAG & Knowledge Bases

Answer Questions from PDFs with Pinecone and OpenAI

When a PDF is loaded or an email or message arrives, it embeds the document into Pinecone and OpenAI answers questions, replying via Gmail or Slack.

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What it does

## A. Load PDF into Pinecone Download the PDF, then text embeddings into Pincecone

The steps

  1. Send message
  2. Execute JavaScript
  3. Recursive Character Text Splitter
  4. Embeddings OpenAI
  5. Default Data Loader
  6. OpenAI Chat Model
  7. Embeddings OpenAI2
  8. Vector Store Retriever
  9. Download PDF
  10. PDFs to download
  11. Read Pinecone Vector Store
  12. Question and Answer Chain
  13. Anthropic Chat Model
  14. Get calendar availability

68 steps in total.

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