Query Router (Stage 1: Memory-or-Not Gate)
Live run examples/query-router.mjs.
Memory Router (Stage 2: Recall-Stage Smart Orchestration)
Stage 2 of the Classifier-Driven Memory Pipeline. Recall-stage smart orchestrator. Picks the best memory-recall architecture per query, classifier-driven dispatch across canonical-hybrid, observational-memory-v10, and observational-memory-v11 backends. Sibling primitives: Query Classifier (Stage 1, the memory-or-not gate), Reader Router (Stage 3, the reader-tier dispatch), Ingest Router (input stage).
Ingest Router (Input-Stage Smart Orchestration)
Input-stage smart orchestrator. Classifies incoming content and picks an ingest strategy: raw-chunks, summarized, observational, fact-graph, hybrid, or skip. The first stage of the Cognitive Pipeline.
Read Router (Stage 3: Reader Strategy + Model Dispatch)
Stage 3 of the Cognitive Pipeline. Two sibling primitives, both at the read stage, both classifier-driven, both orthogonal:
Adaptive Memory Router (Self-Calibrating)
Self-calibrating extension of Memory Router. Derives the routing table from a workload-specific calibration dataset instead of relying on the LongMemEval-S Phase B presets.
Cognitive Pipeline (Smart Per-Message Orchestration)
Per-message LLM-as-judge routing for AgentOS — ingest, recall, read stages with one classifier call per query