AI Chatbot for Telegram Using InfraNodus GraphRAG

Ditch complex vector stores — and talk to your knowledge graphs instead.

This automation powers a Telegram AI chatbot agent that taps into multiple InfraNodus knowledge graphs as expert sources. It delivers intelligent, context-aware answers without the overhead of setting up RAG pipelines or vector databases.

Perfect for teams and creators who want smarter AI interactions using structured knowledge, not just text chunks.

What it does:

💬 Turns a Telegram bot into an AI assistant powered by multiple InfraNodus graphs
🧠 Uses the AI Agent node to decide which knowledge graph ("expert") to consult
🔗 Sends refined queries to the relevant InfraNodus GraphRAG API
📚 Retrieves high-quality, context-aware responses based on knowledge relationships
🤖 Integrates expert insights into one final, cohesive AI-generated response
📲 Sends the final answer back to the user via Telegram

Why it’s great:

⚡ Quick setup — no vector store or custom indexing needed
🌐 Holistic understanding — knowledge graphs retain context and relationships
🎯 Expert-level answers — query-specific routing to relevant domains
🔄 Fully customizable — works with websites, voice agents, and other channels

✅ Setup guide & importable automation included

Need help setting it up? We offer full configuration and testing for a one-time fee.