Knowledge Graphs for AI Coding Assistants
Graphify is an open-source tool designed to help AI coding assistants by creating a queryable knowledge graph from various code-related resources. It combines static analysis and semantic extraction to provide insights into code functionality and design rationale. The project is maintained under the MIT license and is built on trusted libraries like NetworkX and Tree-sitter.
- ▪Graphify builds a knowledge graph from code, documentation, research papers, and diagrams.
- ▪It uses Tree-sitter for static analysis and LLMs for semantic extraction.
- ▪The tool exports interactive graphs and reports while ensuring secure input validation.
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Open-Source Knowledge Graph Skill Graphify — Knowledge Graphsfor AI Coding Assistants Graphify is an open-source skill that helps AI coding assistants understand multi-modal codebases by building a queryable knowledge graph from code, docs, papers and diagrams. $ pip install graphifyy Copy function copyInstall(){ const t=document.getElementById('install-text').innerText; navigator.clipboard.writeText(t).then(()=>{ const b=document.getElementById('copy-btn'); const o=b.innerText;b.innerText='Copied'; setTimeout(()=>b.innerText=o,1500); }); } What is Graphify? Graphify is a multi-modal knowledge graph builder created for AI coding assistants such as Claude Code, OpenAI Codex and OpenCode.
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Excerpt limited to ~120 words for fair-use compliance. The full article is at Graphify.
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