oda-r (On Device AI Reasoning)

oda-r is a professional-grade compiler for Declarative Self-improving Python (DSPy), featuring comprehensive error handling, logging, and configuration management.

Features

• Async support for improved performance
• Comprehensive error handling and logging
• Configuration file support
• Enhanced prompt management
• Sophisticated verification strategies
• Metrics collection
• Progress feedback

Installation

1. Clone the repository:

git clone https://github.com/mitkox/oda-r.git
cd oda-r

2. Install the required dependencies:

pip install -r requirements.txt

Usage

python odar.py <path_to_dspy_file> [--config CONFIG] [--debug]

Example:

python odar.py reasoning_questions.dspy --question 1 --debug

Configuration

The compiler can be configured using a YAML configuration file. You can specify:

• Server URL
• Model parameters (temperature, top_p, etc.)
• Maximum tokens
• Timeouts and iteration limits

Example configuration can be found in config.yaml.

License

This project is licensed under the MIT License - see the LICENSE file for details.

Contributing

Contributions are welcome! Please feel free to submit a Pull Request.