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Graphify-Labs/graphify

⭐ 116490 Python added to this list on 2026-07-27 repository created 2026-04-03

Graphify is an innovative tool that converts diverse project assets, including code, documentation, SQL schemas, configurations, and PDFs, into a comprehensive and queryable knowledge graph. Unlike traditional vector stores, Graphify leverages local, deterministic AST parsing via tree-sitter for code, ensuring accuracy and privacy by not relying on LLMs for core code analysis. It explicitly explains every connection within the graph, distinguishing between 'EXTRACTED' (explicit in source) and 'INFERRED' (resolved by Graphify) edges, providing transparency into how relationships are established. Designed to be integrated as a skill into AI coding assistants like Claude Code, Cursor, Codex, and Gemini CLI, Graphify allows developers to query their entire project's knowledge graph instead of manually searching through files. Key functionalities include identifying 'god nodes' (highly connected concepts), detecting community structures using the Leiden algorithm, and resolving cross-file links across numerous programming languages. Users can perform 'explain' queries for concepts, 'path' queries to trace connections between two entities, and general 'query' commands for plain-language questions. Beyond code, it processes documentation, PDFs, images, and videos through semantic passes, making the entire project ecosystem searchable and understandable within a unified graph structure. The project emphasizes local processing for code, ensuring that sensitive information remains on the user's machine, and offers an interactive `graph.html` visualization for exploration.

https://github.com/Graphify-Labs/graphify

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