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Knowledge Graph

Knowledge Graph Builder

modbender Updated 12 repo stars
Coding & Dev Tools

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Knowledge Graph Builder

Overview

知识图谱构建模块，将学习内容可视化为知识网络。自动识别概念之间的关系，生成结构化的知识图谱，帮助用户建立系统性的知识体系。

Core Capabilities

1. 概念关系识别

  • 自动识别概念间关系类型
  • 构建层级结构
  • 发现跨领域连接

2. 图谱可视化

  • 生成Mermaid图表
  • 支持多种布局
  • 交互式展示

3. 知识导航

  • 路径发现
  • 影响分析
  • 学习路径推荐

Usage

import KnowledgeGraph from './scripts/graph';

const builder = new KnowledgeGraph();

// 从概念列表构建图谱
const graph = await builder.build(['transformer', 'attention', 'BERT', 'GPT']);

// 导出为Mermaid格式
const mermaidCode = builder.toMermaid(graph);

// 发现学习路径
const path = builder.findPath(graph, 'attention', 'GPT');

Output Format

graph TD
    A[Attention Mechanism] --> B[Transformer]
    B --> C[BERT]
    B --> D[GPT]
    A --> E[Self-Attention]
    E --> B

modbender/skill-library-mcp/tree/main/data/scholargraph/knowledge-graph commit e1f3927696

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Frequently asked questions

npx skillmds@latest add modbender/knowledge-graph-2