Knowledge Graph Builder

Name: Knowledge Graph Builder
Author: fangyong20062006

by fangyong20062006 · v0.0.3

Turn Markdown documents into knowledge-graph-style chunks for Dify knowledge bases: each chunk carries entity and relation annotations to boost multi-hop LLM reasoning and retrieval recall. Includes a validator that checks entity coverage, relation completeness, and trap blocks, and outputs a quality report.

514 installsUpdated Jun 23, 2026

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Knowledge Graph Builder

Turn Markdown documents into knowledge-graph-style chunks for Dify knowledge bases.

Features

Each chunk carries entity and relation annotations to boost multi-hop reasoning and retrieval recall
Built-in validator checks entity coverage, relation completeness, and trap blocks
Outputs a quality report

Usage

Add the Knowledge Graph Builder tool to your Dify workflow, pass in the Markdown text, and receive graph-style chunks. Use the validator tool to check chunk quality.

Privacy

All processing runs locally within the Dify runtime. No data is collected or transmitted. See PRIVACY.md for details.

Capabilities

Tools

Available inside your emploidai workspace after installation.

Data sources

Available inside your emploidai workspace after installation.