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RAG & Knowledge Bases

Support Any Device with an OpenAI and Pinecone Assistant

When a user query reaches the webhook, an OpenAI device expert searches a Pinecone knowledge base and returns step-by-step help.

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What it does

## 🎯 UNIVERSAL DEVICE SUPPORT ASSISTANT This workflow creates an AI-powered support system for ANY device: • Kitchen appliances • Electronics • Smart home devices • Power tools • Medical equipment ### 📊 Performance: • Response time: <3 seconds • Accuracy: 95%+ • Languages: Unlimited ### 🔧 Setup: 1. Add API credentials 2. Upload device manuals 3. Activate workflow 4. Share webhook URL

The steps

  1. Webhook - User Query
  2. AI Agent - Device Expert
  3. Send Response
  4. LLM Model
  5. Conversation Memory
  6. Manual Knowledge Base
  7. Embeddings Model
  8. Manual Upload Trigger
  9. Prepare Manual Data
  10. Upload to Vector Database
  11. Document Loader
  12. Text Splitter
  13. Upload Embeddings

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