Recently, artificial intelligence expertsAndrew NgOpen SourceA brand new AI AgentMachine translation project Translation Agent. According to reports, Translation Agent is a reflective agent workflow basedMachine Translation Tools, using LLM technology to provide highly customized translation services.
This project has a highly controllable translation workflow. Users can flexibly set the tone and regional characteristics by simply adjusting the prompt words, and can import professional terminology to ensure the consistency of translation terms. This flexibility and customizability will enable AI agents to be more widely used in the field of machine translation.
Source: GitHubDaily
Main features:
Provides a reflective agent workflow that translates through LLM, reflects on it and makes suggestions for improvement, thereby improving translation quality.
High customizability allows to modify output style as needed, handle special terminology and specify language usage for specific regions or dialects.
Applicable to translations of different language pairs. By adjusting prompts and selecting different LLMs, better translation results can be achieved.
Use cases:
Corporate Communications: Provide accurate and customized translation services to enterprises to facilitate cross-language communication and international cooperation.
Academic Research: Support cross-language academic exchanges and help researchers and scholars share knowledge and collaborate.
Personal life: Provide individuals with convenient and accurate translation tools to solve language barriers and promote cultural exchanges.
Workflow:
Provide the source and target language information and the text to be translated.
Use LLM to translate and generate preliminary translation results.
LLM reflects on the translation and makes suggestions for improvement.
GitHub:github.com/andrewyng/translation-agent