AI Telegram Chat Summarizer with TelePilot & Memory
Automates AI-powered summaries of Telegram chats every 2 hours using TelePilot, OpenRouter AI, and MongoDB for persistent context, helping managers stay updated without reading every message.
This n8n workflow monitors specified Telegram chats via TelePilot integration, fetching up to 100 recent messages every 2 hours or on manual trigger. It leverages OpenRouter AI models for intelligent summarization, identifying key trends, emerging topics, and important updates while filtering out noise.
Persistent memory in MongoDB maintains chat-specific context across runs, preventing repetition and ensuring historical awareness. This scalable setup handles multiple chats, making it ideal for community managers, team leads, or active participants overwhelmed by high-volume discussions.
Benefits include time savings, enhanced decision-making from concise insights, and customizable scheduling. Use cases: Busy Discord-like Telegram groups for projects, support teams tracking issues, or marketing communities spotting trends—perfect for reducing information overload in Development & IT infrastructures.
New buyers can create an account from the cart to unlock a controlled $10 first-purchase credit on eligible orders of $25+.
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How to import this workflow into n8n
- 1Purchase or download the workflow to get the n8n workflow JSON file.
- 2In your n8n instance, open Workflows and choose "Import from File" (or paste the JSON with Ctrl+V on the canvas).
- 3Open each node marked with a credential warning and connect your own accounts and API keys.
- 4Run the workflow once manually to verify the data flow, then toggle it to Active.
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