Mineru Python Packages

mineru-vl-utils

A Python package for interacting with the MinerU Vision-Language Model.

lightrag-hku

[EMNLP2025] LightRAG: Simple and Fast Retrieval-Augmented Generation

mineru-rs

The Rust library for MinerU VLM, which also provides Python and Node.js bindings

pdf2wiki

Convert technical books (native-text PDFs) into clean, chapter-split, LLM-ready Markdown — dual-pass MinerU pipeline with fidelity-preserving post-processing.

mineru-refine

MinerU 解析结果后处理器：修复伪标题、跨页断句/拆表、页面家具，绝不新增一字、fail-open 不搞崩上游。Rust 核心，Python/JS 绑定。

lightrag-dembrane

[EMNLP2025] LightRAG: Simple and Fast Retrieval-Augmented Generation

mineru-docparse-mcp

MCP Server that converts Word / PDF / PPT / Excel to Markdown, powered by the MinerU

read4all

多格式附件提取 MCP Server — MinerU 优先 + 本地降级,PDF/Office/图片/网页文档 → Markdown。已发布 PyPI:uvx read4all

flash-mineru

Ray-powered accelerator for MinerU, turning PDF → Markdown into a scalable, cluster-ready data infrastructure. 基于 Ray 的 MinerU 加速层，将 PDF → Markdown 构建为可扩展、面向集群的数据基础设施。

paperflow-postprocess

Open-source PDF-to-Markdown post-processor with footnotes, LaTeX normalization, figure links, and YAML metadata. Supports Marker, MinerU, PyMuPDF, and Docling. Includes a self-hosted web UI.