Back to Templates
Template Description
Automatically generate intelligent summaries of your Telegram community discussions using AI, helping you stay updated on important conversations without reading every message.
This powerful n8n automation monitors your Telegram chats and creates periodic AI-powered summaries, highlighting key trends, new ideas, and important updates. Perfect for busy community managers, team leads, and active group participants who want to stay informed without information overload.
Key Features
🤖 AI-Powered Analysis
Smart Summarization: Uses OpenRouter AI models to analyze conversation patterns
Trend Detection: Identifies emerging topics and discussion themes
Context Awareness: Maintains conversation history through MongoDB memory
Intelligent Filtering: Focuses on meaningful content while skipping noise
⏰ Flexible Scheduling
Automated Execution: Runs every 2 hours automatically
Manual Triggers: Execute on-demand for instant summaries
Time-Based Filtering: Analyzes only recent messages (last 2 hours)
Customizable Intervals: Easy to adjust frequency based on chat activity
📱 Advanced Telegram Integration
TelePilot Integration: Full Telegram userbot capabilities
Chat Access: Can monitor any public or private chat you have access to
Message History: Retrieves up to 100 recent messages per execution
Real-time Processing: Handles various message types and formats
🧠 Persistent Memory System
MongoDB Storage: Maintains conversation context across executions
Chat-Specific Memory: Separate memory for each monitored chat
Historical Awareness: Avoids repeating previously summarized content
Scalable Architecture: Handles multiple chats simultaneously
How It Works
- Chat Monitoring
Connects to specified Telegram chat using TelePilot
Retrieves recent message history (configurable limit)
Filters messages from the last 2 hours
- Message Processing
Extracts text content from various message types
Filters out empty messages and system notifications
Structures data for AI analysis (sender_id, text, timestamp)
- AI Analysis
Aggregates filtered messages into conversation context
Applies AI summarization with custom system prompts
Identifies trends, new ideas, and important updates
Maintains awareness of previous summaries to avoid repetition
- Summary Delivery
Posts AI-generated summary back to the chat
Includes conversation trends and key highlights
Formatted for easy reading and quick understanding
Setup Requirements
TelePilot Plugin Installation
Before using this template, install the TelePilot community node:
Go to Settings → Community modules in your n8n instance
Select "Install Community node"
Specify the name: @telepilotco/n8n-nodes-telepilot
Check the risk acknowledgment checkbox and click "Install"
Required Integrations
TelePilot Account: For Telegram userbot functionality (Full Documentation)
OpenRouter API: For AI summarization capabilities
MongoDB Database: For persistent conversation memory
Target Telegram Chat: Public or private chat access
TelePilot Authentication
After installation, you'll need to authenticate your Telegram account:
Click the "Chat" button at the bottom of the n8n interface
Type /start in the chat window and follow instructions
Keep your smartphone or desktop Telegram app ready to receive the authentication code
📖 Complete TelePilot Setup Guide
Configuration Options
Chat Selection: Easily change target chat by username
Schedule Frequency: Adjust from 2-hour default to your needs
Message Limit: Control how many messages to analyze
Summary Style: Customize AI prompts for different summary formats
Perfect For
Community Managers: Keep track of multiple active groups
Team Leaders: Stay updated on team discussions across time zones
Active Group Members: Catch up on missed conversations quickly
Content Creators: Monitor audience discussions and feedback
Research Teams: Track ongoing project conversations
Global Teams: Bridge communication gaps across different schedules
Key Benefits
✅ Never Miss Important Updates: Stay informed without constant monitoring
✅ Reduce Information Overload: Get concise summaries instead of hundreds of messages
✅ Maintain Context: AI remembers previous summaries to avoid repetition
✅ Flexible Scheduling: Automated or manual execution options
✅ Multi-Chat Support: Monitor multiple communities simultaneously
✅ Trend Analysis: Identify emerging topics and discussion patterns
✅ Time-Efficient: Spend minutes instead of hours catching up
✅ Scalable Solution: Works for groups of any size
Use Cases
Daily Team Standup Summaries: Automated updates for distributed teams
Community Highlight Reels: Weekly summaries for large communities
Project Status Updates: Track ongoing discussions and decisions
Customer Feedback Analysis: Monitor support and feedback channels
Event Planning Updates: Stay current on planning discussions
Learning Community Insights: Track educational discussions and resources
What's Included
🔧 Complete Workflow: Ready to deploy with minimal configuration
📋 Setup Instructions: Step-by-step TelePilot integration guide
🎯 Smart Filtering: Pre-configured message processing logic
🤖 AI Optimization: Fine-tuned prompts for quality summaries
💾 Memory Management: MongoDB integration for context persistence
⚙️ Error Handling: Robust workflow with fallback mechanisms
Transform your chat monitoring from overwhelming to insightful with this intelligent automation solution!
Documentation: TelePilot Plugin Documentation
Tags: #Telegram #AI #ChatSummary #CommunityManagement #TelePilot #OpenRouter #MongoDB #Automation #TeamCommunication #ContentCuration