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Library / RAG & Knowledge Bases

RAG & Knowledge Bases

Shop with an OpenAI Personal Shopper and WooCommerce

When a chat message arrives, an OpenAI agent searches a Qdrant knowledge base from Google Drive and WooCommerce products to recommend items.

What it does

# OpenAI Personal Shopper with RAG and WooCommerce ## Overview Automated workflow: OpenAI Personal Shopper with RAG and WooCommerce. This workflow integrates 18 different services: stickyNote, httpRequest, textSplitterTokenSplitter, vectorStoreQdrant, agent. It contains 34 nodes and follows best practices for error handling and security. ## Workflow Details - Total Nodes: 34 - Node Types: 18 - Error Handling: ✅ Implemented - Security: ✅ Hardened (no sensitive data) - Documentation: ✅ Complete ## Node Breakdown - When chat message received: chatTrigger - Window Buffer Memory: memoryBufferWindow - Calculator: toolCalculator - Edit Fields: set - OpenAI Chat Model: lmChatOpenAi - RAG: toolVectorStore - Qdrant Vector Store: vectorStoreQdrant - Embeddings OpenAI: embeddingsOpenAi - OpenAI Chat Model1: lmChatOpenAi - personal_shopper: wooCommerceTool - ... and 24 more nodes ## Usage Instructions 1. Configure Credentials: Set up all required API keys and credentials 2. Update Variables: Replace any placeholder values with actual data 3. Test Workflow: Run in test mode to verify functionality 4. Deploy: Activate the workflow for production use ## Security Notes - All sensitive data has been removed or replaced with placeholders - Error handling is implemented for reliability - Follow security best practices when configuring credentials ## Troubleshooting - Check error logs if workflow fails - Verify all credentials are properly configured - Ensure all required services are accessible

The steps

  1. When chat message received
  2. Window Buffer Memory
  3. Calculator
  4. Edit Fields
  5. OpenAI Chat Model
  6. RAG
  7. Qdrant Vector Store
  8. Embeddings OpenAI
  9. OpenAI Chat Model1
  10. personal_shopper
  11. Information Extractor
  12. OpenAI Chat Model2
  13. Google Drive2
  14. Google Drive1

38 steps in total.

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