🤖📚 Smart Math Tutor – AI Agent Collaboration for Solving and Verifying Math Problems

Welcome to Smart Math Tutor, a project that demonstrates the power of collaborative AI agents working together to solve and verify mathematical problems.

This repo showcases how two AI agents – a Problem Solver and a Verifier – interact in a round-robin format using mathematical tools like SymPy and a calculator to accurately solve equations, derivatives, and arithmetic problems.

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🚀 What This Repo Is About

Imagine an intelligent math tutor who not only solves your problems but also double-checks every step to ensure accuracy – that's what this system replicates.

📌 Main Objectives:

• One agent solves math problems using symbolic computation.
• Another agent verifies the solution through evaluation and validation.
• Both work collaboratively until a correct and validated answer is reached.

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🛠️ What You'll Build

A Python-based AI system where:

Agents:

• Problem Solver Agent:

  • Uses the solve_math_problem function.
  • Leverages SymPy to solve equations, perform differentiation, or evaluate arithmetic.

• Verifier Agent:

  • Uses the verify_solution function.
  • Substitutes results into the original problem or recomputes to confirm correctness.

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🧠 Tools Used

• SymPy Tool:

  • Symbolic math library for solving and manipulating math expressions.
  • Examples:
    • Equation solving: x^2 - 4 = 0
    • Differentiation: differentiate x^2
    • Arithmetic: 2 + 2

• Calculator Tool:

  • Used by the verifier to substitute values and re-evaluate the expressions.

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🔁 Workflow

• The two agents operate in a round-robin chat.
  1. Problem Solver provides a solution.
  2. Verifier checks and either confirms or asks for correction.
  3. The loop continues until a valid solution is reached and the process ends with "TERMINATE".

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✅ Validation Steps

• Check if the solution is correct using symbolic substitution.
• Ensure output is formatted in LaTeX for readability.
• Confirm both agents reach agreement before termination.

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📦 Required Packages

Install the necessary dependencies before running:

pip install autogen-agentchat sympy google-generativeai