rank_documents_by_embedding

shallow

com.claidex/failure-intelligence · Verify this server

Embed a query and candidate documents, then rank documents by cosine similarity. Use for semantic matching, retrieval checks, clustering triage, and lightweight RAG over user-provided passages.

100.0/100

1 trials · measured 8 days ago

rank_documents_by_embedding scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against com.claidex/failure-intelligence, 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 + stdio
Credential class
self-provisionable
Category
Health
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.

Embed this score

Available for every tool, scored or not — not a verification perk. Always links back to this page.

Vouch score: rank_documents_by_embedding
[![Vouch score](https://vouch.tools/api/tools/ec4e9581-758f-4916-9685-44e1e54f8deb/badge.svg)](https://vouch.tools/tools/ec4e9581-758f-4916-9685-44e1e54f8deb)
rank_documents_by_embedding — Vouch