0-Call Engine & Verification Slot
BM25F, Roaring & LSH ranker
Substrate: db_atomic · p99 Claim Target: ≤ 3 ms · Phase: 17 - 20 Search, Compose, Cascade Decide & Deliver
Search & Cache (aq17_hybrid_search)
Combines 0-call lexical/trigram/LSH ranking, typed edge matching, and semantic caches while logging zero-hit demand gaps.
BM25F + LSHSemantic Hot CacheZero-Hit Gap Log
Model-Guided Escalation & Synthesis Role
Retrieval horizon & synonym tuner
5-Role Component Pod: 0-Call Slot / Solver + OpenSearch / Split-Supervisor (≤4k tok) / Diagnostic Repair + Twin Shim / CPOP + Sister Distiller.
Enforced Category State Machine: sdg_humanitarian_commons_audit
Commit Invariant: Enforces 0-bps Ring-3 fee waiver, permissive CC0/MIT/CC-BY-4.0 open licensing, client-side PII redaction, and offline clinic usability.
Architectural Problem Solved: Delivers safe, lock-in-free tools to NGOs, rural clinics, and anti-human-trafficking responders.
POST https://api.teleon.dev/v1/tenants/:tenantId/queues/aq17_hybrid_search/enqueue
{
"queue_category": "sdg_humanitarian_commons_audit",
"priority": 80,
"payload": { "stage": "17", "objective": "Search & Cache" }
}