Data Profiler

Knowledge Agent

A chatbot that uses a knowledge graph to comprehend queries and locate the most relevant information through AI and graph search techniques.

Overview

IM Education Chatbot is an intelligent chatbot designed to deliver precise, context-aware answers by leveraging a knowledge graph. Unlike traditional bots that rely solely on keyword matching, Knowledge Agent understands the relationships between concepts, enabling it to interpret complex queries and provide highly relevant responses. This makes it ideal for environments where structured knowledge and nuanced understanding are essential — such as enterprise data systems, research platforms, or technical support.

How it Works

At its core, Knowledge Agent combines AI-powered natural language processing with graph search algorithms. When a user submits a query, the system first parses the intent and key entities using NLP. It then traverses the underlying knowledge graph — a structured network of interconnected facts and concepts — to locate the most relevant nodes and relationships. By applying graph-based reasoning and semantic matching, the chatbot identifies the best answers and presents them in a conversational format. This approach ensures both accuracy and explainability in its responses.