LangManus' Language Model Integration Capabilities
The LangManus framework is designed with special attention to the effective integration of language models with specialized tools. It supports multiple language models, including open source models (e.g., Qwen) and models compatible with the OpenAI interface, and distinguishes between models that deal with tasks of different complexity by means of a three-tier LLM system architecture. The system allows to specify appropriate models for different types of tasks in the .env configuration file: REASONING_MODEL for complex tasks, BASIC_MODEL for simple tasks, and VL_MODEL for visual language tasks.
In addition to the language model, LangManus integrates specialized tools such as Tavily API for web search, Jina for neural search and content extraction, and Playwright for browser control. This deep integration allows the intelligent reasoning capabilities of the language model to complement the functionality of the specialized tools.
In practice, this integration capability allows users to directly invoke the functions of various professional tools through natural language commands, greatly improving the execution efficiency and realization possibilities of automation tasks.
This answer comes from the articleLangManus: an open source AI automation framework supporting multi-intelligence collaborationThe
