CodeNote.ai
CodeNote.ai is an advanced tool designed to analyze code repositories, generate AI-powered documentation, and create context summaries for seamless code understanding. It utilizes large language models (via LangChain) and Abstract Syntax Trees (ASTs) to enhance accuracy and automation.
Introduction
CodeNote.ai is an innovative platform that revolutionizes the way developers document and understand their code. By leveraging advanced techniques like large language models through LangChain and utilizing Abstract Syntax Trees (ASTs), CodeNote.ai provides unparalleled accuracy and efficiency in generating documentation. The platform enables developers to analyze code repositories with ease, producing structured and detailed documentation that enhances collaboration and knowledge sharing. With features such as seamless repository fetching, automatic documentation generation, and context creation for AI agents, CodeNote.ai is designed to improve the coding experience, making it an essential tool for software developers and open-source contributors alike.
Tech Stack
Features
Repository Fetching
Seamlessly pull repositories from GitHub, track file changes, and refetch only modified files.
Automatic Documentation
Generate structured and accurate documentation for the entire codebase, supporting custom formats.
Context Creation for AI Agents
Summarize code context using ASTs and pass structured data to AI agents for in-depth analysis.
Lightweight and Efficient
Optimized for performance with minimal overhead, ensuring fast repository analysis and documentation.
Challenges we faced
AST Integration
Faced difficulties in implementing and refining ASTs for enhanced context analysis.
LangChain API Integration
Challenges while integrating LangChain with different large language models and maintaining accuracy.
Usage
Repository Fetching
Fetch repositories from GitHub by connecting your account and selecting the repository you want to analyze.
Documentation Generation
Automatically generate detailed documentation for the entire codebase, including structure and context.
Context Analysis
Analyze the repository for function summaries and state handling using AST and pass it to AI agents for further queries.
Conclusion
- We welcome contributions! Read our guidelines to learn how to get started.
- CodeNote.ai is a powerful solution for automatic codebase documentation and context analysis using AI, optimized for developers and open-source contributors.
- This project is licensed under the MIT License.