Description
Intelligent Telegram chatbot with DeepSeek AI & Google Docs memory — context-aware and personalized
📉 Stop robotic replies — this AI agent uses DeepSeek models to remember past chats, understand context, and provide tailored responses over time
🧠 What Problem Does It Solve?
Most AI chatbots forget everything after each session. This workflow solves that by adding memory, context awareness, and multi-model capabilities using DeepSeek's latest reasoning and conversational engines.
It gives you a smarter chatbot that can:
🔹 Recall previous chats
🔹 Respond contextually
🔹 Understand intent over time
🔹 Scale across message types (text, audio, image)
⚙️ How It Works
🤖 Listens to Telegram messages using a webhook
🧾 Validates user identity before processing
🔄 Routes messages by type (text, audio, image)
🪄 Sends input to DeepSeek-V3 or DeepSeek-R1 based on use case
📂 Retrieves relevant memories from Google Docs
📝 Saves new memories after every meaningful interaction
📬 Sends structured responses back via Telegram
✨ Key Features
📡 Telegram-based interface for easy chat access
🧠 AI responses powered by DeepSeek-V3 (chat) and DeepSeek-R1 (reasoning)
🗂️ Google Docs used as long-term memory storage
📌 Memory-aware system prompt guides the agent behavior
🔄 Maintains conversational context with session window buffer
❌ Built-in error messaging and user validation
📸 Supports multiple media types: text, audio, and images
🧰 What You Need
✅ Telegram bot token and webhook URL
✅ DeepSeek API key (free or paid)
✅ Google Docs API access for storing memories
✅ n8n hosted or self-hosted instance
🛠️ Setup Instructions
🔗 Connect the workflow to your Telegram webhook
🔐 Add credentials for DeepSeek API and Google Docs
⚙️ Choose between DeepSeek-V3 and DeepSeek-R1 for different AI tasks
🧠 Use the system prompt to define agent tone, memory rules, and fallback behavior
📂 Set a dedicated Google Doc for memory storage
🧪 Test with one user before scaling to groups
🔌 Integrations
Telegram
DeepSeek AI
Google Docs
n8n AI Agent (LangChain wrapper)
