RepoGraph: Sub-0.1s Codebase Architecture Explorer Powered by Google Gemma

Описание и применение

RepoGraph автоматически анализирует Python‑код за менее чем 0,1 с, используя открытый LLM Gemma 2, и генерирует интерактивную схему архитектуры с рецептами рефакторинга циклических зависимостей.

Задача

Developers must manually analyze unfamiliar legacy Python repositories, spending hours navigating directories, tracing imports, and fixing circular import bugs.

Результат

RepoGraph delivers a deterministic, sub‑0.1 s architecture scan and AI‑generated architectural narrative, pattern detection, and circular‑dependency refactoring recipes, all locally with zero external dependencies.

Рабочий процесс

• Clone RepoGraph repository
• Run python repograph.py ./my-project (optionally with --serve to open browser)
• (Optional) Run local Gemma via Ollama with ollama run gemma2:2b python repograph.py ./my-project --ai-provider ollama

Доказательства

RepoGraph deterministically parses your code's Abstract Syntax Tree (AST), clusters your modules into architectural tiers, feeds the topology to Google Gemma, and produces an interactive, zoomable blueprint in your browser with circular dependency refactoring recipes.

Источник

With a single terminal command: python repograph.py ./my-project

Источник

RepoGraph operates as an end-to-end, zero-dependency pipeline: ... < 0.1s execution (Zero external pip deps)

Источник