GraphRepo

GraphRepo is a tool that helps artificial intelligence understand your code better. Normally, AI code assistants look at your code one file at a time. This makes it hard for them to see how different parts of your project connect. GraphRepo builds a map, or knowledge graph, of your entire codebase. This map shows how files, functions, classes, and other elements are linked together.

Benefits

GraphRepo helps AI assistants understand the big picture of your code. It can parse many programming languages like JavaScript, Python, and C++. It builds a detailed map of your code, including how things are imported and called. The tool can also find groups of related code using community detection. It creates meaning based on your code locally, so you don't need to send your code to external services or use API keys. GraphRepo also offers a way for AI assistants to interact with this code map, allowing them to search for code, trace how functions call each other, and explore dependencies. For developers, it provides a visual map of the code in a VS Code sidebar that updates as you work, showing your current location in the code graph.

Use Cases

Developers can use GraphRepo to improve how AI assistants help them write code. When an AI assistant has a better understanding of the code structure, it can provide more accurate suggestions and answers. It's useful for understanding complex projects, especially when working with large codebases or when onboarding new team members. The visualization feature helps developers see the relationships between different parts of their code, making it easier to navigate and refactor. The tool can also be used to analyze code modules and understand dependencies within a project. It supports working with multiple projects at once and runs entirely on your local machine.

Vibes

GraphRepo is designed to be a powerful tool for developers looking to enhance their AI coding experience. By creating a comprehensive knowledge graph of codebases, it aims to overcome the limitations of current AI assistants that process code in isolation. The tool's ability to visualize code relationships and enable sophisticated AI queries suggests a significant improvement in code understanding and assistance for complex projects.