argosopentech/argos-translate
Argos Translate
Argos Translate is an open-source Python library for offline neural machine translation. It provides a toolkit for translating text between languages using locally installed models, with support for GPU acceleration and intermediate language pivoting when a direct translation model is not available.
The project offers multiple interfaces for translation, including a command-line interface for terminal-based workflows, a graphical user interface for users without programming knowledge, and a REST API server for integration with other applications. It includes a language model package manager that handles installing, updating, and removing translation models from a remote index, enabling offline operation. The system can parse and translate structured files such as HTML documents while preserving original markup and formatting.
Translation behavior can be configured through adjustable settings for model paths and network options. The project supports automatic pivot translation routing through intermediate language pairs when direct models are not installed.
Features
- Offline Translation Engines - Translates text between languages using locally installed models without requiring an internet connection.
- Neural Machine Translation Toolkits - Provides an open-source toolkit with CLI, GUI, and API interfaces for neural machine translation.
- Pivoting Engines - Automatically routes translations through a bridge language when no direct model is available.
- Offline Libraries - Python library for translating text between languages using locally installed neural machine translation models without internet access.
- Text Translation Services - Translates text between languages using installed language model packages with direct and pivot translation support.
- Translation API Endpoints - Ships a REST API endpoint that accepts text and returns translated JSON responses.
- Translation Libraries - Ships a Python library for offline neural machine translation with GPU acceleration support.
- Translation Package Managers - Provides a CLI for managing language model packages and performing translations without a GUI.
- Model Package Managers - Installs, updates, and removes language model packages to support different language pairs.
- Application REST API Gateways - Exposes translation functionality as a RESTful HTTP API for integration with other applications.
- Terminal-Based Workflows - Runs translations and manages language packages from the terminal without a graphical interface.
- GPU Acceleration - Offloads translation computation to a GPU via environment variable for faster neural machine translation.
- Model Inference Runtimes - Runs neural machine translation models using PyTorch for tensor computation and GPU acceleration.
- Pivot Translation Routers - Automatically routes translations through intermediate language pairs when direct models are unavailable.
- Graphical User Interfaces - Offers a desktop GUI for installing models and translating text without programming knowledge.
- Translation Model Package Managers - Downloads and installs language model packages from a remote index for offline translation.
- Language Model Package Managers - Includes a package manager for installing, updating, and removing language translation models.
- HTML Retention in Translations - Parses and translates HTML documents while preserving the markup structure and formatting.
- Structured Document Translations - Parses and translates entire documents or HTML content while preserving the original structure.
- Model Package Distributions - Distributes pre-trained translation models as downloadable packages from a remote index.
- Document Format Preservations - Parses and translates HTML documents while preserving original markup and formatting.
- Plugin-Based Architectures - Uses a plugin-based architecture where language models are loaded as separate packages at runtime.
- Desktop Translation Interfaces - Offers a desktop graphical user interface for installing models and translating text without coding.
- Document Translations - Parses and translates entire files, converting their text content from one language to another.
