An AI-powered code synthesis tool
Project description
Prismix
An AI-powered code synthesis tool that transforms natural language into production-ready Python code.
Features
- Natural language to Python code generation
- Iterative improvement with error handling
- Built-in safety checks for generated code
- Test-driven development approach
- Isolated code execution environment
Installation
# Install with poetry
poetry install
# Set up OpenAI API key
export OPENAI_API_KEY='your-api-key-here'
Usage
Basic usage:
poetry run prismix "write a function that calculates factorial"
The tool will:
- Generate program specifications
- Implement the code
- Run safety checks
- Test the implementation
- Save the code to output/
Safety Features
- Automatic code safety analysis
- Restricted execution environment
- Import validation
- System call protection
Development
Run tests:
poetry run pytest
License
MIT License
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