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graphify

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README

Graphify

Extract code structure → Build knowledge graph → Generate interactive visualization

Graphify scans source code repositories, extracts classes, functions, and imports, builds a dependency graph, detects communities, and renders an interactive HTML visualization. Available in Python and TypeScript.

Quick Start

TypeScript

bash
cd typescript
npm install && npm run build
node bin/graphify.js build ./your-repo -o ./graphify-out
# Open graphify-out/graph.html in browser

Python

bash
cd python
pip install -e .
graphify build ./your-repo -o ./graphify-out

Implementations

Language Status CLI Engine
TypeScript ✅ Complete node bin/graphify.js graphlib, tree-sitter WASM, vis.js
Python ✅ Complete graphify NetworkX, tree-sitter, graspologic

TypeScript Features

  • CLI commands: build, query, path, explain, export
  • Interactive HTML visualization (vis.js) with search, filtering, community colors
  • AST extraction for 6 languages (JS, TS, Python, Java, C, C++)
  • Louvain community detection
  • Natural language query engine with BFS/DFS

Python Features

  • Full CLI with /graphify AI skill integration
  • Supports 31+ programming languages
  • PDF, image, video, audio extraction
  • MCP server, Neo4j export, SVG export
  • Multi-backend LLM support (Claude, Gemini, OpenAI, Ollama, Bedrock)

Output

pascal
graphify-out/
 graph.html       Interactive visualization (vis.js)
 graph.json       Full graph data (nodes, edges, communities)
 GRAPH_REPORT.md  Analysis report

Repository Structure

pascal
graphify/
 typescript/       TypeScript implementation
 python/           Python implementation (forked from safishamsi/graphify)
 ARCHITECTURE.md   Pipeline architecture
 README.md         This file

License

MIT