Telegram AI Agent for Customer Support and Order AutomationTelegram AI Agent for Customer Support and Order Automation
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Telegram AI Agent | Smart Customer Support & Order Automation with n8n
Project Overview
I designed and developed a Telegram AI Agent using n8n, combining artificial intelligence, workflow automation, and data integrations to streamline customer interactions and order management.
The system is designed to understand customer messages, identify their intent, and route requests to specialized AI workflows.
Key Features
AI-Powered Conversations: Understands customer questions and generates contextual responses using LLMs.
Intent Recognition: Automatically categorizes messages into general inquiries, order requests, and customer questions.
Smart Order Management: Integrates with Google Sheets to read, create, and update order information, including cancellation workflows.
RAG Knowledge Base: Uses Supabase Vector Store and Google Gemini Embeddings to retrieve relevant information for customer inquiries.
Conversation Memory: Maintains conversation context for more natural interactions.
Automated Telegram Responses: Connects AI-generated responses with Telegram through n8n.
Technologies Used
n8n | Telegram Bot API | AI Agents | OpenRouter | Supabase Vector Store | Google Gemini Embeddings | Google Sheets | RAG
Business Value
This project demonstrates how AI-powered automation can help businesses reduce repetitive customer support tasks, organize order-related requests, and create more efficient customer interactions.
The architecture can be adapted for e-commerce businesses, customer support teams, and other digital services.
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