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Graphify

Graphify transforms any codebase, including its documentation, SQL schemas, configurations, and PDFs, into a queryable knowledge graph. It offers a /graphify skill for various CLI tools, enabling local deterministic AST parsing with detailed edge explanations, without relying on a vector store.

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Graphify is a tool designed to convert any codebase, along with its associated documentation, SQL schemas, configurations, and PDFs, into a queryable knowledge graph. This transformation facilitates a deeper understanding and interaction with the codebase, allowing developers to query and explore the relationships and structures within the code. Graphify is particularly useful for developers working with complex codebases who need to quickly understand the architecture and dependencies.

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The tool integrates as a /graphify skill for several command-line interface tools, including Claude Code, Cursor, Codex, and Gemini CLI. It employs local deterministic Abstract Syntax Tree (AST) parsing to ensure accurate and reliable analysis of the code structure. Each edge within the knowledge graph is explained in detail, providing developers with clear insights into the connections and dependencies within their code.

One of the standout features of Graphify is its ability to operate without a vector store, which simplifies the setup and reduces the overhead typically associated with managing large datasets. This makes it an efficient choice for developers who need a lightweight yet powerful tool for code analysis.

Graphify is ideal for software engineers, data scientists, and technical leads who require a comprehensive understanding of their codebases. By turning code into a knowledge graph, it enhances the ability to perform complex queries and gain insights that are not readily apparent through traditional code review methods.

  • CategoryAI Coding Assistants
  • Pricing ModelOpen source
  • DeploymentRuns locally
  • PlatformsCommand line

  • Transforms codebases into queryable knowledge graphs

  • Supports documentation, SQL schemas, configs, and PDFs

  • Integrates with Claude Code, Cursor, Codex, and Gemini CLI

  • Local deterministic AST parsing

  • Detailed edge explanations

  • Operates without a vector store

  • Facilitates complex codebase queries

  • Enhances understanding of code architecture

  1. Clone: Download the repository from GitHub

  2. Install dependencies: Set up required libraries and tools

  3. Configure: Adjust settings for your specific codebase

  4. Execute: Run the tool to generate the knowledge graph

  5. Optimize: Refine the graph for better insights

  • Codebase Analysis
  • Dependency Mapping
  • Documentation Integration
  • SQL Schema Exploration
  • Configuration Management

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