13 6 days ago

A fast, efficient large language model (LLm) that reviews, explains, and improves code from natural-language prompts.

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Readme

Codestria.png

codeAstria

Fast, efficient, and tool-aware code review for developers

codeAstria is a fast, efficient, and tool-aware language model specialized in code review. It is part of the Astria family and is designed to read and understand code, identify bugs, logical errors, security issues, performance bottlenecks, and style inconsistencies, and provide actionable feedback and suggested improvements. It supports multiple programming languages including Python, Java, C++, JavaScript/TypeScript, C#, PHP, Bash, and more.

codeAstria is optimized for high-speed inference while maintaining accuracy, making it an ideal assistant for developers who want reliable and actionable code review. The model can generate corrected or optimized code snippets and provides explanations in clear, developer-friendly language. A dedicated CLI tool for codeAstria will be available soon to integrate automated code review seamlessly into workflows.


✨ Model Summary

codeAstria extends standard code language models with enhanced code review and tool-aware capabilities. Key characteristics:

  • Code Analysis: Understands logic, syntax, and programming conventions across multiple languages.
  • Patch Suggestions: Generates corrected or optimized code snippets with explanations.
  • Multi-language Support: Python, Java, C++, JavaScript/TypeScript, C#, PHP, Bash, and more.
  • High-speed Inference: Optimized for fast and reliable code review feedback.

codeAstria is designed for developers seeking actionable feedback, code optimization, and workflow integration while remaining fully local.


📦 Usage (Ollama)

Command Line

Pull the model:

ollama pull Me7war/codeAstria:7b

Run the model for code review:

ollama run Me7war/codeAstria:7b "Review the following code snippet and provide suggestions."

API

Programmatic access is supported via Ollama’s API:

curl -X POST http://localhost:11434/api/generate -d '{
  "model": "Me7war/codeAstria:7b",
  "prompt": "Review the following code snippet and provide suggestions."
}'

This allows integration of codeAstria into automated workflows, CI/CD pipelines, or custom tooling for development teams.


📄 Notes

  • codeAstria focuses on code review, suggestions, and improvement workflows.
  • Future releases will include a dedicated CLI tool for seamless developer workflow integration.
  • Fully local GGUF build optimized for efficiency and reliability.

⚖️ License

codeAstria is released under the Astria License. It is free for personal and non-commercial use. Commercial usage requires explicit permission from the creator.

GitHub: Me7war