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AI Agents & Assistants

Generate Deep Research Reports from Telegram with Multiple LLMs

When a Telegram message arrives, planning and search agents using OpenRouter models research the topic, save findings to Notion and send the report back.

What it does

# Deep Research Report Generation Using Open Router, Google Search, Webhook/Telegram and Notion ## Overview Automated workflow: Deep Research Report Generation Using Open Router, Google Search, Webhook/Telegram and Notion. This workflow integrates 22 different services: stickyNote, switch, splitInBatches, chainLlm, set. It contains 56 nodes and follows best practices for error handling and security. ## Workflow Details - Total Nodes: 56 - Node Types: 22 - Error Handling: ✅ Implemented - Security: ✅ Hardened (no sensitive data) - Documentation: ✅ Complete ## Node Breakdown - Telegram Trigger: telegramTrigger - Simple Memory: memoryBufferWindow - Structured Output Parser: outputParserStructured - Switch: switch - Strategy Agent: agent - Search Query Agent: agent - Structured Output Parser1: outputParserStructured - Split Out: splitOut - Loop Over Queries: splitInBatches - HTTP Request: httpRequest - ... and 46 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. Telegram Trigger
  2. Simple Memory
  3. Structured Output Parser
  4. Switch
  5. Strategy Agent
  6. Search Query Agent
  7. Structured Output Parser1
  8. Split Out
  9. Loop Over Queries
  10. HTTP Request
  11. Edit Fields
  12. OpenAI
  13. HTTP Request1
  14. Aggregate

105 steps in total.

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