Code-Graph-Rag

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code-graph-rag is a RAG system for analyzing multi-language codebases. It builds knowledge graphs from code to enable natural language querying and AI-powered code editing.

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At a glance

Pricing

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Free tier

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API

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Skill level

Technical

About

What is code-graph-rag?

code-graph-rag is a Retrieval-Augmented Generation (RAG) system designed for in-depth analysis of multi-language codebases. It leverages Tree-sitter technology to construct detailed knowledge graphs from code, allowing users to query codebase structure and relationships using natural language. Beyond analysis, the tool also incorporates AI-powered code editing functionalities, making it a valuable asset for both understanding and modifying complex and large codebases efficiently.

Best used for

Analyzing and modifying multi-language codebases using natural language queries and AI-powered editing.

Common actions

Analyze codebases

Understand code structure

Query code with natural language

Edit code with AI

Manage large codebases

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Capabilities

Key features

RAG system
Multi-language codebase analysis
Knowledge graph generation
Natural language querying
AI-powered code editing

Target Audience

DevelopersSoftware EngineersCodebase MaintainersTechnical Leads

Integrations

Not yet documented

Pricing & Plans

unknown

Free

FAQs

What programming languages does code-graph-rag support for codebase analysis?

code-graph-rag leverages Tree-sitter, which supports a wide array of programming languages. The specific languages covered depend on the available Tree-sitter grammars, allowing for broad multi-language codebase analysis.

How does the AI-powered code editing feature work, and what kind of modifications can it perform?

The AI-powered code editing uses the generated knowledge graph and natural language queries to understand context. It can assist with refactoring, bug fixing, generating new code snippets, and suggesting improvements based on the codebase's structure and patterns.

Can code-graph-rag integrate with existing IDEs or version control systems?

While the description doesn't explicitly state integrations, a tool of this nature would typically offer APIs or plugins for popular IDEs (like VS Code, IntelliJ) and version control systems (like Git) to streamline developer workflows. Users should check the documentation for specific integration details.

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