GPT Coder: Coding Challenge Generator and Solver

Description

This repository contains An automated python code generation tool utilizing OpenAI's GPT API, to produce code challenges and their corresponding solutions. The application employs a self-supervising approach that iteratively refines, compiles, and tests the generated solutions, aiming for accuracy and functionality.

Key components of the project include:

• Code challenge generation: Generate code challenges using GPT models.
• Solution generation: Obtain algorithm solutions for the given code challenges.
• Test case parsing: Extract test cases from the code challenge.
• Auto-refining loop: Refine the generated solutions until they meet the expected criteria.
• Code execution, compilation, and testing: Evaluate the generated solutions against the test cases.

Getting Started

These instructions will guide you through the process of setting up the project on your local machine.

Prerequisites

• Python 3.7 or higher
• OpenAI API key (You can obtain one by signing up at OpenAI)
• Required Python libraries (Install using pip install -r requirements.txt)

Usage

1. Clone the repository and navigate to the project directory.
2. Create a .env file in the project directory and add your OpenAI API key: OPENAI_API_KEY=your_api_key_here OR you can rename the .env.example and use it instead.
3. Run the main.py script: python src/main.py