🤖🧠 AI Agent Chatbot + LONG TERM Memory + Note Storage + Telegram

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Built by Joseph LePage Joseph LePage
Created on February 09, 2025

Description

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

This workflow was created by Joseph LePage and shared publicly on the n8n community template library. n8nFind indexes it for discovery — the workflow remains the property of its original creator.

Nodes Used (5)

AI Agent
@n8n/n8n-nodes-langchain.agent
Google Docs
n8n-nodes-base.googleDocs
OpenAI Chat Model
@n8n/n8n-nodes-langchain.lmChatOpenAi
Simple Memory
@n8n/n8n-nodes-langchain.memoryBufferWindow
Telegram
n8n-nodes-base.telegram