SmartMath: AI-Powered Problem Solver & Knowledge Assistant

Description

SmartMath: AI-Powered Math Problem Solver & Knowledge Assistant is an intelligent web-based application designed to interpret, compute, and explain mathematical as well as logical problems expressed in natural language. Built using Streamlit for the user interface and LangChain for modular agent orchestration, the system integrates Groq’s powerful Llama 3.3 model as the core reasoning engine. The application combines multiple specialized tools — including the LLMMathChain for precise numerical computations, a WikipediaAPIWrapper for contextual knowledge retrieval, and a custom Reasoning Chain for step-by-step logical inference. When a user inputs a text-based problem, SmartMath intelligently interprets the question, determines whether it requires arithmetic operations, logical reasoning, or factual knowledge, and dynamically selects the appropriate tool through a LangChain agent. The results are then synthesized into a well-structured, pointwise explanation that helps the user understand both the reasoning process and the final solution. This interactive and conversational design ensures a seamless learning experience, making math problem solving more intuitive and accessible.

What's Included