Unverified50% confidenceSolutionExact time
A common engineering optimization strategy is to add an intent complexity classifier at the request entry point, using a lightweight model or rules to determine whether a query is a multi-segment question, thereby routing it to the appropriate retrieval pipeline.
1
Sources
50%
Confidence
Long-term
Relevance
10/5/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedThe adaptive mechanism evaluates query complexity, routing simple queries through a lightweight fast path and only invoking the more complete and time-consuming retrieval and reasoning pipeline for complex queries.77% similarUnverifiedClarifying the solvability boundary of a class of sandwich problems can directly guide practical algorithm design, telling engineers which problems can be solved efficiently and which can only be addressed with approximation or heuristic methods.73% similarUnverified多臂老虎机算法（如UCB、Thompson Sampling）可在工具成功率不确定情况下做出兼顾探索与利用的决策，可应用于工具选择路由72% similarUnverifiedSmart Routing automatically matches the most suitable model based on the complexity of the task.72% similarUnverifiedThe ultra-fast mode supports concurrent searches, enabling engineers to investigate multiple leads simultaneously rather than sequentially one by one.72% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/977289API
curl https://kongchang.com/api/v1/knowledge/claims/977289MCP
get_claim(id=977289)