Automate Department-Specific Support via Telegram with Pinecone and Google Drive Integration

This workflow automates department-specific support using Telegram slash commands, integrating with Pinecone for knowledge management and Google Drive for auto-updating resources. It streamlines user queries to the correct department, enhancing efficiency and response accuracy.

n8n
Automate Department-Specific Support via Telegram with Pinecone and Google Drive Integration

The workflow listens for Telegram messages and routes them based on slash commands to the appropriate department: billing, tech support, or return policy. It uses PostgreSQL for session management, ensuring active conversations are tracked. Pinecone vector stores are updated with new documents from Google Drive, allowing the bot to provide context-aware responses. The AI agent assists users while maintaining department-specific boundaries, ensuring precise and relevant support.

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Last updated September 5, 2026
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How to import this workflow into n8n

  1. 1Purchase or download the workflow to get the n8n workflow JSON file.
  2. 2In your n8n instance, open Workflows and choose "Import from File" (or paste the JSON with Ctrl+V on the canvas).
  3. 3Open each node marked with a credential warning and connect your own accounts and API keys.
  4. 4Run the workflow once manually to verify the data flow, then toggle it to Active.

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