code-graph-rag

Name: code-graph-rag
Author: vitali87

1.4kinstalls/mo · pypi2.3kstars390forks

How to install code-graph-rag?

vitali87/code-graph-rag

$git clone https://github.com/vitali87/code-graph-rag

Installs into the current project.

Summary

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.

Files · 1

View on GitHub

README.md

1	<div align="center">
2	<!-- Bitbucket strips <picture>/<source> tags, so we use a single light-mode <img>. Restore the theme-aware <picture> block below when the GitHub account is reinstated:
3	<picture>
4	<source srcset="assets/logo-dark-any.png" media="(prefers-color-scheme: dark)">
5	<source srcset="assets/logo-light-any.png" media="(prefers-color-scheme: light)">
6	<img src="assets/logo-dark-any.png" alt="Code-Graph-RAG Logo" width="480">
7	</picture>
8	-->
9	<img src="assets/logo-light-any.png" alt="Code-Graph-RAG Logo" width="480">
10
11	<p>
12	<!-- Badges below are commented out while the GitHub account is suspended. Restore them when the account is reinstated.
13	Stars/Forks: shields.io hits GitHub's API (returns "repo not found" for suspended accounts).
14	gitcgr: indexes from GitHub (shows "not indexed" while unavailable).
15	MseeP.ai: badge PNG ignores inline height on Bitbucket and renders as a full-size tile.
16	<a href="https://github.com/vitali87/code-graph-rag/stargazers">
17	<img src="https://img.shields.io/github/stars/vitali87/code-graph-rag?style=social" alt="GitHub stars" />
18	</a>
19	<a href="https://github.com/vitali87/code-graph-rag/network/members">
20	<img src="https://img.shields.io/github/forks/vitali87/code-graph-rag?style=social" alt="GitHub forks" />
21	</a>
22	-->
23	<!-- Codecov, SonarCloud, and OpenSSF Scorecard badges are fed by GitHub-side CI. Uncomment once that CI is confirmed to publish to these services again.
24	<a href="https://codecov.io/gh/vitali87/code-graph-rag">
25	<img src="https://codecov.io/gh/vitali87/code-graph-rag/graph/badge.svg" alt="Codecov" />
26	</a>
27	<a href="https://sonarcloud.io/summary/overall?id=vitali87_code-graph-rag">
28	<img src="https://sonarcloud.io/api/project_badges/measure?project=vitali87_code-graph-rag&metric=alert_status" alt="Quality Gate Status" />
29	</a>
30	-->
31	<!--
32	<a href="https://mseep.ai/app/vitali87-code-graph-rag">
33	<img src="https://mseep.net/pr/vitali87-code-graph-rag-badge.png" alt="MseeP.ai Security Assessment" height="20" />
34	</a>
35	-->
36	<a href="https://code-graph-rag.com">
37	<img src="https://img.shields.io/badge/Enterprise-Support%20%26%20Services-6366f1" alt="Enterprise Support" />
38	</a>
39	<a href="https://pepy.tech/projects/code-graph-rag">
40	<img src="https://static.pepy.tech/personalized-badge/code-graph-rag?period=total&units=INTERNATIONAL_SYSTEM&left_color=BLACK&right_color=GREEN&left_text=downloads" alt="PyPI Downloads" />
41	</a>
42	<!-- OpenSSF Scorecard only tracks GitHub-hosted repos. Uncomment once the Scorecard workflow is confirmed running on the authoritative GitHub repo.
43	<a href="https://scorecard.dev/viewer/?uri=github.com/vitali87/code-graph-rag">
44	<img src="https://api.scorecard.dev/projects/github.com/vitali87/code-graph-rag/badge" alt="OpenSSF Scorecard" />
45	</a>
46	-->
47	<!--
48	<a href="https://gitcgr.com/vitali87/code-graph-rag">
49	<img src="https://gitcgr.com/badge/vitali87/code-graph-rag.svg" alt="gitcgr" />
50	</a>
51	-->
52	</p>
53	</div>
54
55	# Code-Graph-RAG
56
57	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.
58
59	<p align="center">
60	<img src="./assets/demo.gif" alt="demo">
61	</p>
62
63	## Latest News 🔥
64
65	<!-- SECTION:latest_news -->
66	- Ruby Support: Ruby joins the graph through a new pluggable ast-grep tier that adds a language from a single YAML pattern file, emitting `Module`, `Function`, and `Class` nodes plus import edges without a hand-written parser.
67	- Structural Search & Replace: Find and rewrite code by AST pattern with ast-grep, exposed as agent tools so you can match and transform structure across the whole codebase instead of relying on text or regex.
68	- Data-Flow Tracing: New `FLOWS_TO` taint edges follow values through assignments, function calls, and I/O sinks, wit

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6 picks

Type

code-graph-rag

1.4kinstalls/mo · pypi2.3kstars390forks

View on GitHub

How to install code-graph-rag?

vitali87/code-graph-rag

$git clone https://github.com/vitali87/code-graph-rag

Installs into the current project.

Summary

Files · 1

View on GitHub

README.md

1	<div align="center">
2	<!-- Bitbucket strips <picture>/<source> tags, so we use a single light-mode <img>. Restore the theme-aware <picture> block below when the GitHub account is reinstated:
3	<picture>
4	<source srcset="assets/logo-dark-any.png" media="(prefers-color-scheme: dark)">
5	<source srcset="assets/logo-light-any.png" media="(prefers-color-scheme: light)">
6	<img src="assets/logo-dark-any.png" alt="Code-Graph-RAG Logo" width="480">
7	</picture>
8	-->
9	<img src="assets/logo-light-any.png" alt="Code-Graph-RAG Logo" width="480">
10
11	<p>
12	<!-- Badges below are commented out while the GitHub account is suspended. Restore them when the account is reinstated.
13	Stars/Forks: shields.io hits GitHub's API (returns "repo not found" for suspended accounts).
14	gitcgr: indexes from GitHub (shows "not indexed" while unavailable).
15	MseeP.ai: badge PNG ignores inline height on Bitbucket and renders as a full-size tile.
16	<a href="https://github.com/vitali87/code-graph-rag/stargazers">
17	<img src="https://img.shields.io/github/stars/vitali87/code-graph-rag?style=social" alt="GitHub stars" />
18	</a>
19	<a href="https://github.com/vitali87/code-graph-rag/network/members">
20	<img src="https://img.shields.io/github/forks/vitali87/code-graph-rag?style=social" alt="GitHub forks" />
21	</a>
22	-->
23	<!-- Codecov, SonarCloud, and OpenSSF Scorecard badges are fed by GitHub-side CI. Uncomment once that CI is confirmed to publish to these services again.
24	<a href="https://codecov.io/gh/vitali87/code-graph-rag">
25	<img src="https://codecov.io/gh/vitali87/code-graph-rag/graph/badge.svg" alt="Codecov" />
26	</a>
27	<a href="https://sonarcloud.io/summary/overall?id=vitali87_code-graph-rag">
28	<img src="https://sonarcloud.io/api/project_badges/measure?project=vitali87_code-graph-rag&metric=alert_status" alt="Quality Gate Status" />
29	</a>
30	-->
31	<!--
32	<a href="https://mseep.ai/app/vitali87-code-graph-rag">
33	<img src="https://mseep.net/pr/vitali87-code-graph-rag-badge.png" alt="MseeP.ai Security Assessment" height="20" />
34	</a>
35	-->
36	<a href="https://code-graph-rag.com">
37	<img src="https://img.shields.io/badge/Enterprise-Support%20%26%20Services-6366f1" alt="Enterprise Support" />
38	</a>
39	<a href="https://pepy.tech/projects/code-graph-rag">
40	<img src="https://static.pepy.tech/personalized-badge/code-graph-rag?period=total&units=INTERNATIONAL_SYSTEM&left_color=BLACK&right_color=GREEN&left_text=downloads" alt="PyPI Downloads" />
41	</a>
42	<!-- OpenSSF Scorecard only tracks GitHub-hosted repos. Uncomment once the Scorecard workflow is confirmed running on the authoritative GitHub repo.
43	<a href="https://scorecard.dev/viewer/?uri=github.com/vitali87/code-graph-rag">
44	<img src="https://api.scorecard.dev/projects/github.com/vitali87/code-graph-rag/badge" alt="OpenSSF Scorecard" />
45	</a>
46	-->
47	<!--
48	<a href="https://gitcgr.com/vitali87/code-graph-rag">
49	<img src="https://gitcgr.com/badge/vitali87/code-graph-rag.svg" alt="gitcgr" />
50	</a>
51	-->
52	</p>
53	</div>
54
55	# Code-Graph-RAG
56
57	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.
58
59	<p align="center">
60	<img src="./assets/demo.gif" alt="demo">
61	</p>
62
63	## Latest News 🔥
64
65	<!-- SECTION:latest_news -->
66	- Ruby Support: Ruby joins the graph through a new pluggable ast-grep tier that adds a language from a single YAML pattern file, emitting `Module`, `Function`, and `Class` nodes plus import edges without a hand-written parser.
67	- Structural Search & Replace: Find and rewrite code by AST pattern with ast-grep, exposed as agent tools so you can match and transform structure across the whole codebase instead of relying on text or regex.
68	- Data-Flow Tracing: New `FLOWS_TO` taint edges follow values through assignments, function calls, and I/O sinks, wit

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6 picks

Type