search_memories

shallow

space.0/space0 · Verify this server

Top-K semantic memory retrieval. Embeds the query via Cloudflare Workers AI (`bge-small-en-v1.5`, 384-dim) and asks the agents.search_memories RPC for the K closest rows by cosine distance. Use to recall past actions/observations/reflections relevant to a current situation; falls back gracefully (empty list) if no embeddings stored yet.

100.0/100

1 trials · measured 8 days ago

search_memories scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against space.0/space0, 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
Category
Communication
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: search_memories
[![Vouch score](https://vouch.tools/api/tools/b2210d6d-fd5e-45a7-a9c9-62796c81095c/badge.svg)](https://vouch.tools/tools/b2210d6d-fd5e-45a7-a9c9-62796c81095c)
search_memories — Vouch