{"repo":"asukhodko/dify-markdown-chunker","free":true,"listed":false,"github":"https://github.com/asukhodko/dify-markdown-chunker","clone":"git clone https://github.com/asukhodko/dify-markdown-chunker.git","description":"Advanced Markdown text chunker tool plugin for Dify RAG / knowledge bases","language":"Python","stars":18,"topics":["chunker","dify","dify-plugin","knowledge-base","markdown","markdown-chunker","rag","retrieval-augmented-generation","vector-search-optimization"],"license":"MIT","category":"ai-agents","readme_excerpt":"Advanced Markdown Chunker for Dify Intelligent Markdown document chunking for RAG systems with structural awareness --- 📋 Table of Contents - Overview - Features - Data & Privacy - Quick Start in Dify UI - Output Format - Chunking Strategies - Configuration - API Reference - Architecture - Performance - Usage Examples - Troubleshooting - Development - Compatibility --- Overview Advanced Markdown Chunker is a Dify plugin that intelligently splits Markdown documents into semantically meaningful chunks optimized for RAG (Retrieval-Augmented Generation) systems. Powered by the chunkana engine, it provides advanced structural awareness that goes beyond simple text splitting. Primary Use Case: RAG Systems This plugin is designed specifically for RAG (Retrieval-Augmented Generation) workflows where document chunks are embedded and stored in vector databases for semantic search. Built on the robust chunkana library, it provides enterprise-grade chunking capabilities through a user-friendly Dify interface. By default, each chunk includes embedded metadata (header paths, content type, line numbers) directly in the chunk text, which improves retrieval quality by providing additional context for vector representations. Note for Model Training: If you need clean text without metadata (e.g., for fine-tuning language models), set include metadata: false or post-process chunks to remove the block. Why Use This Plugin? Simple Chunking Problems Advanced Markdown Chunker Solution -------------","default_branch":null,"files":null,"tree":[],"storefront":"/r/asukhodko","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/asukhodko/dify-markdown-chunker/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}