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RAG & Knowledge Bases

Index Stock Earnings Reports from Google Drive into Pinecone for Gemini RAG

Runs on manual trigger to load stock earnings reports from Google Drive, Docs and Sheets into a Pinecone vector store so Gemini can answer questions over them.

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What it does

## Loading data to Pinecone vector store

The steps

  1. Pinecone Vector Store
  2. Embeddings Google Gemini
  3. Default Data Loader
  4. Recursive Character Text Splitter
  5. Loop Over Items
  6. When clicking ‘Test workflow’
  7. AI Agent
  8. Vector Store Tool
  9. Google Gemini Chat Model1
  10. OpenAI Chat Model
  11. Pinecone Vector Store (Retrieval)
  12. Save Report to Google Docs
  13. Embeddings Google Gemini (retrieval)
  14. List Of Files To Load (Google Sheets)

16 steps in total.

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