n8n AI Content Creation Messaging
Contributed by Sabrina Ramonov 🍄. From the community directory at agents.sabrina.dev, republished with permission and full credit.
This workflow template creates an AI agent chatbot with long-term memory and note storage using Google Docs and Telegram integration.
Google Docs Integration
- n8n Google Docs Node Setup
- Google Credentials
Telegram Integration
- Telegram Setup
Core Features
- AI Agent Integration
Implements a sophisticated AI agent with memory management capabilities.
Uses GPT-4o-mini and DeepSeek models for intelligent conversation handling.
Maintains context awareness through session management.
- Memory System
Long-term memory storage using Google Docs.
Separate note storage system for specific information.
Window buffer memory for maintaining conversation context.
Intelligent memory retrieval and storage mechanisms.
- Communication Interface
Telegram integration for message handling.
Real-time message processing and response generation.
Technical Components
- Memory Architecture
Dual storage system separating memories from notes.
Automated memory retrieval before each interaction.
Structured memory saving with timestamps.
- AI Models
Primary GPT-4o-mini mini model for general interactions.
DeepSeek-V3 Chat for specialized processing.
Custom agent system with tool integration.
- Storage Integration
Google Docs integration for persistent storage.
Separate document management for memories and notes.
Automated document updates and retrievals.
Tools used: Google Docs, Telegram
Download the workflow template (JSON)
Want this running in your business? KOBA42 builds and operates automations like this one.