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graphrag-system-design

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Design advanced GraphRAG systems

Software Engineering#architecture#system design#knowledge graph#llm#graphrag#retrieval augmented generation
Authorlyndonkl
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill helps you design complete GraphRAG systems, overcoming the limitations of flat vector RAG by integrating graph databases, vector stores, and LLM reasoning for multi-hop reasoning and provenance.

Core Features & Use Cases

  • Architecture Design: Guides you through selecting GraphRAG patterns (Hybrid Symbol-Vector, Subgraph-on-Demand, Community-Based).
  • Technology Selection: Provides guidance on choosing graph databases, vector stores, and orchestration frameworks.
  • Integration Pipeline: Details the end-to-end data flow from ingestion to generation.
  • Domain Customization: Offers patterns for specific domains like Healthcare, Finance, and Legal.
  • Use Case: Design a GraphRAG system for a financial institution to analyze complex transaction networks for fraud detection, ensuring compliance and explainability.

Quick Start

Use the graphrag-system-design skill to design a GraphRAG system for analyzing clinical trial data, focusing on drug interaction patterns and patient outcomes.

Dependency Matrix

Required Modules

None required

Components

references

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: graphrag-system-design
Download link: https://github.com/lyndonkl/claude/archive/main.zip#graphrag-system-design

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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