Telegram Chat Summarizer with AI - using @telepilotco/n8n-nodes-telepilot

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

1. Chat Monitoring

Connects to specified Telegram chat using TelePilot Retrieves recent message history (configurable limit) Filters messages from the last 2 hours

2. 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)

3. 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

4. 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