vitali87/code-graph-rag
The ultimate RAG for your monorepo. Query, understand, and edit multi-language codebases with the power of AI and knowledge graphs
Build with Backblaze B2
SDKs, agent skills, IDE extensions, and reference pipelines from Backblaze Labs. All open source.
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Where it stands
Rank, growth pace and release cadence relative to everything GStars tracks.
5 releases in the last 90 days, the latest 2 days ago, with 67 contributors on GitHub.
The biggest single-day gain in the last year, +592 stars on Aug 10, coincided with release v0.0.589.
Use Cases & Benefits
- Parses multi-language monorepos into a unified knowledge graph enabling natural language querying, editing, and optimization of codebases.
- Combines Tree-sitter parsing with Memgraph graph database and AI-driven Cypher queries for deep structural code understanding and manipulation.
- Use for interactive codebase exploration and retrieval of functions, classes, or methods by name or intent across mixed-language projects.
- Use for automated structural search and replace using AST patterns to refactor or rewrite code safely across large repositories.
- Use for detecting dead code and tracing data flows through assignments and function calls to improve code quality and security.
Should you depend on it?
License terms, project hygiene and risks, from GitHub metadata and GStars' snapshots.
License
MIT
Permissive: commercial use, modification and redistribution are allowed with attribution.
Community files
- README: present
- Contributing guide: present
- Code of conduct: present
Watch-outs
No watch-outs from GStars' checks.
General guidance from repository metadata, not legal advice. How we score
From the README
Code-Graph-RAG parses a multi-language codebase with Tree-sitter, builds a knowledge graph of its structure in Memgraph, and lets you query, edit, and optimise that code in plain English. It works across a monorepo of mixed languages under one unified graph schema.
See NEWS.md for the full history.
Daily snapshots
Stars gained per day, and how forks and open issues moved, from GStars' daily snapshots
+2,704 stars over 90 days across 26 snapshot days; best day +592 on Aug 10.
Forks
710+279
Open issues
521+455
Compared with peers in AI
Fastest-growing repositories GStars tracks in this cohort for the week of Nov 1, by 7-day star growth
| Repository | Stars | +7d | Health | Last release |
|---|---|---|---|---|
| thedotmack/claude-mem | 113.6K | +8.8K | 35 | today |
| D4Vinci/Scrapling | 98.1K | +6.9K | 65 | 1 day ago |
| Leonxlnx/taste-skill | 110.7K | +5.2K | 55 | 1 day ago |
| calesthio/OpenMontage | 77.2K | +4.2K | 40 | — |
| heygen-com/hyperframes | 79.6K | +4.1K | 45 | today |
| vitali87/code-graph-rag | 5.3K | — | 65 | 2 days ago |
| Category median | 98.1K | +5.2K | 45 | — |
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