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RAG ve Bilgi Bankaları
OpenAI ve Qdrant ile İş Amaçlı WhatsApp RAG Sohbet Botu (Kopya)
Webhook ile bir WhatsApp mesajı geldiğinde, bir OpenAI ajanı Qdrant'ta dizinlenmiş Google Drive iş belgelerinden yanıt verir.
Ne yapar
# Business WhatsApp AI RAG Chatbot ## Overview Automated workflow: Business WhatsApp AI RAG Chatbot. This workflow integrates 17 different services: webhook, stickyNote, httpRequest, textSplitterTokenSplitter, vectorStoreQdrant. It contains 44 nodes and follows best practices for error handling and security. ## Workflow Details - Total Nodes: 44 - Node Types: 17 - Error Handling: ✅ Implemented - Security: ✅ Hardened (no sensitive data) - Documentation: ✅ Complete ## Node Breakdown - Respond to Webhook: respondToWebhook - AI Agent: agent - Sticky Note: stickyNote - OpenAI Chat Model: lmChatOpenAi - When clicking ‘Test workflow’: manualTrigger - Qdrant Vector Store: vectorStoreQdrant - Create collection: httpRequest - Refresh collection: httpRequest - Get folder: googleDrive - Download Files: googleDrive - ... and 34 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
Adımlar
- Respond to Webhook
- AI Agent
- OpenAI Chat Model
- When clicking ‘Test workflow’
- Qdrant Vector Store
- Create collection
- Refresh collection
- Get folder
- Download Files
- Embeddings OpenAI
- Default Data Loader
- Token Splitter
- Verify
- Respond
Toplam 74 adım.
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