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Handbook

Welcome to the polyglot-gpu handbook. This is the complete guide to translating text with TranslateGemma on your local GPU.

  • Getting Started — Install, configure, and run your first translation
  • Library Usage — Python API for text, markdown, and multi-language translation
  • MCP Server — Run as an MCP server for Claude Code and other clients
  • Configuration — Models, environment variables, and tuning
  • Architecture — How the 12 modules work together
  • Security — Threat model and privacy guarantees

polyglot-gpu is a Python port of polyglot-mcp. It translates text into 57 languages using Google’s TranslateGemma model running locally through Ollama. Zero cloud dependency, zero API keys.

Use it as a pip-installable Python library in your own projects or as an MCP server for Claude Code, Claude Desktop, and other MCP clients.

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