The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.
PDFMathTranslate
[EMNLP 2025 Demo] PDF scientific paper translation with preserved formats - 基于 AI 完整保留排版的 PDF 文档全文双语翻译,支持 Google/DeepL/Ollama/OpenAI 等服务,提供 CLI/GUI/MCP/Docker/Zotero
Install
pip install uvInstall command taken from the project's README or registry entry. Always review code before running it.
README excerpt
Read full README on GitHub →Special thanks to:
<h>Warp, built for coding with multiple AI agents</b>
Available for macOS, Linux and Windows
English | 简体中文 | 繁體中文 | 日本語 | 한국어
PDFMathTranslate
- What does this do?
Scientific PDF document translation preserving layouts.
- 📊 Preserve formulas, charts, table of contents, and annotations.
- 🌐 Support multiple languages, and diverse translation services.
- 🤖 Provides commandline tool, interactive user interface, and Docker
- Recent Updates
[October 3, 2026] Translated PDFs automatically add spaces between adjacent CJK and Latin letters, including accented letters, in normal and
--ultrafastmodes.[October 2, 2026] Added the
--ultrafastCLI mode for native-text PDFs. It usespdf-inspectortext positions for heuristic layout and skips ONNX layout and OCR. (by @reycn)[September 8, 2026] Experimental OCR support, with paragraph regrouping and adaptive typesetting. (by @reycn)
[March 23, 2026] Experimental support for v2.0 translation kernel using isolated environment (
--mode precise). (by @reycn)[March 22, 2026] Supporting MiniMax (PR by @octo-patch)
[March 22, 2026] Fixing OpenAI-related issues (PR by @samqin123)
[March 22, 2026] Fixing HTTP-related issues (PR by @soukouki)
[March 22, 2026] Faster model loading on mac and OONX platforms, GUI starting-up, version printing, and continuous integration.(by @reycn)
[May 9, 2025] pdf2zh 2.0 Preview Version #586: The Windows ZIP file and Docker image are now available.
[!NOTE]
2.0 Moved to a new repository under the organization: PDFMathTranslate/PDFMathTranslate-next
Version 2.0 official release has been published.
- Use 🌟 3.1 Online Service 🌟
You can try our application out using either of the following demos:
- Public free service online without installation (recommended).
- Immersive Translate - BabelDOC Free usage quota is available; please refer to the FAQ section on the page for details. (recommended)
- Demo hosted on HuggingFace
- Demo hosted on ModelScope without installation.
Note that the computing resources of the demo are limited, so please avoid abusing them.
3.2 Local Installation
For different use cases, we provide distinct methods to use our program:
3.2.1 Python: Install using uv
Python installed (3.11 <= version <= 3.12)
Install our package:
pip install uv uv tool install --python 3.12 pdf2zhExecute translation, files generated in current working directory:
pdf2zh document.pdf
3.2.2 Python: Install using pip
- Python installed (3.11 <= version <= 3.12)
- Install our package:
Similar plugs
Reverse engineer anything with agents, from app behavior down to native binaries.
Build Agentic workflows, RAG pipelines, with rich AI model and tool support on one collaborative workspace. Deploy on cloud, VPC, or self-hosted, so teams move from prototype…
User-friendly AI Interface (Supports Ollama, OpenAI API, ...)
A cross-platform desktop All-in-One assistant for Claude Code, Codex, OpenCode, OpenClaw, Grok Build & Hermes Agent. Only official website: ccswitch.io