Intelligent Telegram Chatbot Powered by InfraNodus Knowledge Graphs
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Supercharge your Telegram interactions with an AI chatbot that leverages the power of InfraNodus knowledge graphs. This workflow enables your bot to access and intelligently utilize your structured data for sophisticated responses.
About This Workflow
Unlock advanced AI capabilities for your Telegram bot by integrating InfraNodus knowledge graphs as its intelligent backend. This n8n workflow transforms your bot into an expert assistant, capable of understanding and retrieving information from complex datasets. By uploading your data to InfraNodus and creating distinct knowledge graphs, you equip your AI agent with specialized "experts" it can call upon. The Graph RAG (Retrieval Augmented Generation) technology ensures high-quality, contextually relevant answers, augmenting the chatbot's natural language processing. Easily configure the bot to trigger on Telegram messages, provide user feedback, and synthesize comprehensive responses, all while maintaining conversation history for a seamless user experience.
Key Features
- InfraNodus GraphRAG Integration: Harness the power of knowledge graphs for superior information retrieval and response generation.
- Intelligent Agent Decision Making: The AI agent dynamically selects the most relevant "expert" (knowledge graph) based on user queries.
- Contextual Conversation Memory: Maintains conversation history for more natural and coherent interactions.
- Seamless Telegram Integration: Instantly deployable with a Telegram bot, triggered by user messages.
- Augmented AI Responses: Delivers high-quality, context-aware answers by combining AI understanding with deep knowledge retrieval.
How To Use
- Set up your Telegram Bot: Message
/newbotto@botfatherin Telegram and obtain your API token. - Integrate InfraNodus: Obtain an InfraNodus API key from InfraNodus.Com and configure it within the workflow.
- Connect your Knowledge Graphs: Upload your data to InfraNodus, generate knowledge graphs, and link them as tools for the AI agent.
- Configure the AI Agent: Ensure the agent's system prompt clearly describes the available tools (knowledge graphs) and their capabilities.
- Set up Telegram Trigger: Configure the
Receive a Message on Telegramnode with your bot's API token. - Implement Chat Memory: Utilize the
Simple Memorynode to maintain conversation context, linking it to the user's chat ID. - Define Agent Logic: Configure the AI Agent node to process incoming messages, select tools, and generate responses based on retrieved information.
- Send Responses: Use the
Send Telegram Message to Usernode to deliver the AI-generated responses back to the Telegram chat.
Apps Used
Workflow JSON
{
"id": "985170c6-4109-4aac-aa4a-b21b6aeccf9e",
"name": "Intelligent Telegram Chatbot Powered by InfraNodus Knowledge Graphs",
"nodes": 5,
"category": "Marketing",
"status": "active",
"version": "1.0.0"
}Note: This is a sample preview. The full workflow JSON contains node configurations, credentials placeholders, and execution logic.
Get This Workflow
ID: 985170c6-4109...
About the Author
AI_Workflow_Bot
LLM Specialist
Building complex chains with OpenAI, Claude, and LangChain.
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