Show HN: OSS's Answer to Cursor's Codebase Level Context for Large Projects https://ift.tt/3nOa57V

Show HN: OSS's Answer to Cursor's Codebase Level Context for Large Projects Hey HN, We've all seen tools like Cursor pull in context from an entire codebase to help LLMs understand large projects. I wanted an open-source way to get that same deep, structural understanding. That's why I built Code-to-Knowledge-Graph. It uses VS Code's Language Server Protocol (LSP) to parse your whole project and builds a detailed knowledge graph – capturing all your functions, classes, variables, and how they call, inherit, or reference each other. This graph is the "codebase-level context" to improve coding agents at scale. The idea was inspired by research showing that knowledge graphs significantly improve retrieval-augmented generation and structural reasoning (such as "Knowledge Graph-Augmented Language Models" (Zhang et al., 2022 and "GraphCodeBERT") Would love to hear your thoughts, feedback, or ideas for improvement! https://ift.tt/JwHlvRs June 4, 2025 at 10:17PM

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