Gemma-Math-Problem-Solver

Overview

This is a simple Streamlit app that integrates the Langchain framework with GROQ's Chat Model (Gemma2) to solve mathematical problems. The app also uses additional tools like a calculator and Wikipedia search to enhance the problem-solving experience. The user interacts with the app by entering a math question, and the app provides a detailed solution.

Features

• Mathematical Problem Solving: Use the LLMMathChain tool to solve complex math problems.
• Wikipedia Search: The app can pull information from Wikipedia to provide context or answer general knowledge questions.
• Logical Reasoning: The app offers detailed explanations of the steps taken to solve the math problem, using the Langchain logic agent.
• Interactive Interface: The app uses Streamlit's chat message interface to handle conversations interactively.

How It Works

1. Input: Users can enter a math-related question into a text box.
2. GROQ Chat (Gemma2): The entered question is processed using the Gemma2 model to generate a solution.
3. Wikipedia API: For questions needing general information, the app can pull relevant data from Wikipedia.
4. Calculator: The app can perform basic math operations using a Langchain-powered calculator.
5. Logical Reasoning: A reasoning tool is used to provide detailed explanations of how the solution was derived.
6. Callbacks: Streamlit's callback handler is used to display intermediate steps as the agent processes the question.

Setup

Prerequisites

• Python 3.8+
• A GROQ API key for the Gemma2 model.
• The following Python libraries:
  • streamlit
  • langchain
  • langchain_groq
  • streamlit-chat (if not part of streamlit)

Installation

1. Clone this repository or download the files.

   https://github.com/Muhammad-Rebaal/Gemma-Math-Problem-Solver.git