Unverified50% confidenceFactExact time
The on-demand loading mechanism is technically referred to as Tool Discovery and Lazy Schema Loading
1
Sources
50%
Confidence
Long-term
Relevance
10/9/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedSkills的按需加载机制借鉴了软件工程中的懒加载（Lazy Loading）模式，将延迟初始化思想引入AI提示词管理领域73% similarUnverifiedThe core idea of the Cascade architecture is consistent with the lazy loading concept in software engineering, splitting skills into independent modules that are dynamically fetched on demand.72% similarVerifiedThe underlying mechanism of Tool Use is that developers pre-define the name, description, and parameter structure (Schema) of tools, and the model determines during inference when and which tool to call and outputs structured invocation instructions.70% similarUnverifiedThe key breakthrough in tool-calling capability lies in the model's ability to generate structured function-call requests and correctly parse tool return results before continuing to reason, rather than simply concatenating tool outputs into the prompt69% similarUnverifiedThe tool routing mechanism first uses embedding vector retrieval or a classifier to pre-judge user intent, narrowing the candidate tool pool to 3–5 options, which are then passed to the LLM for precise selection, similar to the recall-ranking two-stage architecture of a search engine.69% similar
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