{"repo":"KingsleyOWO/Semark","free":true,"listed":false,"github":"https://github.com/KingsleyOWO/Semark","clone":"git clone https://github.com/KingsleyOWO/Semark.git","description":"Semark converts PDFs, Office files, HTML, and images into RAG-ready semantic Markdown using MinerU and VLM/LLM review, with chunks, source maps, and automatic document splitting.","language":"Python","stars":26,"topics":["documentation-tool","knowledge-base","llm-tools","markdown","mineru","ocr","ollama","pdf-parser","rag","vlm"],"license":"Apache-2.0","category":"ai-agents","readme_excerpt":"Semark English 繁體中文 Semantic Markdown for RAG: convert PDFs, Office files, HTML, and images into RAG-ready Markdown with MinerU, VLM/LLM review, source maps, chunks, and automatic document splitting. Semark is an open-source semantic document parser and Semantic Markdown generator for RAG, knowledge-base ingestion, and AI document workflows. It turns PDFs, Office files, HTML, and images into compact RAG-ready Markdown, structured chunks, source maps, and downloadable outputs. Long documents can be automatically split into a main document plus independent semantic files for forms, tables, flowcharts, figures, and attachments, making the output easier to organize, retrieve, and feed into LLM applications. The pipeline uses MinerU for parsing/OCR/layout evidence and optional VLM/LLM review models for form extraction, flowchart understanding, visual reasoning, semantic repair, and final quality checks. Purpose Most document pipelines stop at OCR text or raw layout extraction. That output is often too noisy for retrieval because tables, forms, checkboxes, visual diagrams, approval flows, and legal notes lose their semantic relationships. Semark focuses on the next step: producing compact semantic Markdown that another model can read, retrieve, and answer from. Use Semark when you need: - PDF to structured Markdown for RAG and LLM applications. - MinerU-based document parsing with a usable web UI and API. - VLM-assisted extraction for forms, figures, flowcharts, diagrams, and visua","default_branch":null,"files":null,"tree":[],"storefront":"/r/KingsleyOWO","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/KingsleyOWO/Semark/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."}