Description
Build an intelligent AI agent chatbot with session-based memory, long-term note retention, and real-time communication—all inside Telegram. This n8n workflow connects OpenAI, DeepSeek, Google Docs, and Telegram for a seamless memory-enhanced chatbot experience.
🧠 How It Works:
✅ 💬 Telegram Bot Integration – Handles real-time message input/output via n8n’s Telegram node ✅ 🤖 AI Agent Pipeline – GPT-4o-mini manages general conversations; DeepSeek handles advanced reasoning ✅ 📚 Long-Term Memory Management – Uses Google Docs as a persistent vector-like storage system ✅ 🧾 Note Storage System – Separates structured note-taking from general memory logs ✅ 🧠 Window Buffer Context – Tracks and maintains short-term memory for contextual responses
🔍 It Automates:
✅ Processing user messages and routing through AI agents ✅ Storing long-term memory logs with timestamps in Google Docs ✅ Managing notes in a separate document for retrieval and editing ✅ Injecting past memory context into each AI response ✅ Updating Google Docs with the latest conversations and changes
💡 Why Choose This Workflow:
✅ Create a memory-aware chatbot with persistent understanding ✅ Store both general memory and structured notes over time ✅ Modular design using GPT and DeepSeek for multi-model control ✅ Integrated with Telegram for real-time user interaction ✅ Fully no-code with Google Docs and n8n
👤 Who Is This For:
✅ Developers building personal or business assistant bots ✅ Productivity users who want bots that remember past sessions ✅ AI hobbyists experimenting with memory-driven agents ✅ Telegram automation fans looking for intelligent, responsive bots ✅ Knowledge managers who want AI to take & recall notes
🔗 Integrations:
✅ Telegram Bot API (via n8n Telegram node) ✅ OpenAI GPT-4o-mini (for lightweight reasoning) ✅ DeepSeek-V3 Chat (for deeper, tool-augmented tasks) ✅ Google Docs (for memory & note storage)
🔧 Setup Instructions:
📱 Set up Telegram Bot and connect via n8n's Telegram Trigger node 🔑 Add Google Docs credentials via n8n OAuth 📂 Create two Docs: one for Memory Logs, one for Notes 🤖 Configure GPT-4o-mini and DeepSeek-V3 API keys 🧠 Add memory storage/retrieval logic with timestamps 📤 Process incoming Telegram messages → Retrieve memory → Generate AI response → Save new memory
📈 Memory-Powered Conversations at Scale This intelligent chatbot goes beyond basic Q&A by remembering what matters. Whether you're chatting casually or offloading ideas as notes, this AI agent handles it—persistently, intelligently, and in real-time on Telegram.
Link : https://lovable.dev/projects/247e16c7-5732-487f-b93b-ae336e203bc2
