Specialized analysis of system architecture
WebAgent adopts a modularized design concept to build a three-layer technical architecture: the base layer WebWalker establishes the evaluation benchmark, the middle layer WebDancer provides the core search capability, and the top layer WebSailor realizes the complex reasoning. This layered design not only ensures the functional independence of each component, but also realizes system synergy through standardized interfaces.The dual datasets of WebWalkerQA and SailorFog-QA support the navigation ability test and the fuzzy information processing training, respectively, to form a complete feedback loop from evaluation to optimization.
Synergy mechanisms for core technology components
- WebWalkerBuilt-in navigation track data of more than 100,000 items, support for multi-agent parallel testing
- WebDancer: Integrate the ReAct framework to realize the search-reasoning-action cyclic execution mechanism
- WebSailor: Adoption of 72B parameter model to support multimodal information integration and cross-page reasoning
Engineering Value of Systems Integration
The architecture is unified configuration management through config.yaml, and developers can flexibly adjust more than 50 parameters such as search depth and timeout settings. AliCloud FunctionAI's one-click deployment function significantly reduces the threshold for landing 72B large models, enabling the application efficiency of complex AI capabilities to be increased by more than 80%. The logging system records the complete search path and decision-making process, providing data support for later optimization.
This answer comes from the articleWebAgent: An Intelligent Web Information Search and Processing ToolThe
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