semantic_search

shallow

cc.roboparts/roboparts · Verify this server

用自然语言描述需求(如"人形机器人髋部高扭矩电机")做语义召回,返回最相近的零部件。语义索引由离线哈希 TF-IDF 向量(构建时预计算、零外发、零外部模型)在当前全量实体上生成,是兼容性判定之外的"发现"通道:当你不确定零件的确切型号或参数名时,用它比关键词子串匹配更稳。索引不可用时自动降级为关键词检索,并明确告知。

100.0/100

1 trials · measured 8 days ago

semantic_search scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against cc.roboparts/roboparts, measured 25 Aug 2026 under methodology v0.2.0. Every measured component scored 100.

Component breakdown

ComponentWeightValue
Reliability35%not applicable
Schema integrity25%100.0
Failure behaviour15%not applicable
Latency15%not applicable
Concurrency10%not applicable

Tool details

Transport
remote
Credential class
open
Input schema
not declared
Output schema
not declared
Side-effect classification
unclassified

Score history

DayScoreTierMethodology
2026-08-25100.0shallowv0.2.0

Probe evidence

ProbeOutcomes
schema_integritypass: 1

Raw request/response logs are not archived yet — the outcome counts above are drawn directly from every recorded trial.

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Vouch score: semantic_search
[![Vouch score](https://vouch.tools/api/tools/586bb512-81bd-4081-b6fb-49a15b60a0db/badge.svg)](https://vouch.tools/tools/586bb512-81bd-4081-b6fb-49a15b60a0db)
semantic_search — Vouch