AutoCorrectingPythonGenerator

A tool that automatically generates Python scripts based on user descriptions and self-corrects errors.

Features

• Generates Python scripts from natural language descriptions
• Automatically executes the generated scripts
• Detects and handles errors in the generated code
• Installs missing Python modules as needed
• Automatically corrects faulty code with the help of AI

Requirements

• Python 3.6 or higher
• Azure OpenAI API access
• The following Python packages:
  • openai
  • python-dotenv

Installation

1. Clone the repository
2. Install dependencies:

   pip install openai python-dotenv
   

3. Create a .env file with the required API credentials:

   GLOBAL_LLM_SERVICE="***"
   AZURE_OPENAI_CHAT_DEPLOYMENT_NAME="***"
   AZURE_OPENAI_EMBEDDING_DEPLOYMENT_NAME="***"
   AZURE_OPENAI_ENDPOINT="***"
   AZURE_OPENAI_API_KEY="***"
   

Usage

Start the program with:

python main.py

Describe the desired script when prompted. The tool will attempt to generate an appropriate Python script, execute it, and correct it if necessary.

How it Works

1. The user describes the desired script
2. The tool generates a suitable Python script using Azure OpenAI
3. The generated script is automatically executed
4. If errors occur:
   • Missing modules are identified and optionally installed
   • Syntax errors or other problems are detected and the code is automatically corrected
5. The corrected script is executed again