Expired50% confidenceFactExact time
The mainstream implementation approaches for intent recognition include: direct matching based on semantic understanding by large models, similarity retrieval based on embedding vectors, and multi-level routing based on classifiers.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
7/2/2026
First Seen
Valid until: 9/30/2026(expired)
Sources
Agent Skills Architecture Explained: A New Paradigm for Modular AI Agent Development
bilibilicoming-AI6/24/2026
Related Claims
UnverifiedCommon routing implementations in the expert routing pattern include: rule-based routing using keyword matching, semantic routing based on embedding vector similarity, and LLM routing in which a router Agent determines the route through reasoning.74% similarUnverifiedClaude的插件系统采用基于关键词匹配的意图识别机制，通过语义相似度判断应调用哪个工具73% similarUnverified主流表格检测方法包括基于规则的启发式算法（如PDFMiner）、深度学习目标检测（如TableFormer）和端到端生成模型70% similarUnverifiedSkill auto-scheduling in IDEs is typically implemented through embedding similarity matching or lightweight classification models.69% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/41628API
curl https://kongchang.com/api/v1/knowledge/claims/41628MCP
get_claim(id=41628)