Welcome to the Math AI Tutor repository! This project aims to develop an AI tutor capable of assisting users with math problems. The tutor engages in interactive conversations with users, providing step-by-step guidance, hints, and feedback to help them solve equations and understand mathematical concepts.
- Interactive Conversations: Engage in multi-turn conversations with the AI tutor.
- Step-by-Step Guidance: Receive detailed assistance for solving math problems.
- Error Handling: Handle various user inputs and provide appropriate responses.
- Customizable Prompts: Experiment with different prompt designs to influence the tutor's responses.
To get started with the Math AI Tutor, follow these steps:
- Installation: Install the required dependencies, including the OpenAI library.
- API Key Setup: Obtain an API key from OpenAI and configure it in the project.
- Usage: Run the main script and interact with the AI tutor by entering math problems or queries.
- Advanced Prompt Engineering: Explore advanced prompt design techniques to enhance the quality of responses.
- Model Fine-Tuning: Fine-tune the AI model with additional training data to improve performance.
- Error Analysis: Conduct thorough error analysis to identify common mistakes and areas for improvement.
- User Feedback: Gather feedback from users to iterate and refine the tutor's capabilities.
- Thanks to OpenAI for providing access to the GPT-3.5 model and their helpful documentation.
- Thanks to UpGrad for their content and resources.