Krystie
dc5dc94d79
Multi-channel retrieval sidecar over Universal Memory Protocol: - 3-channel RRF (UMP FTS5 + Qdrant vector + knowledge graph) - ACT-R re-ranking (Anderson 1983) with access tracking - Co-occurrence graph edges (Phase 6) for dense traversal - Memory lifecycle decay (Phase 4) with per-kind confidence - MCP shim routes recall through sidecar, falls back to canonical UMP Architecture: - src/server.js HTTP sidecar on port 4380 - src/graph.js 2592-node / 111-edge graph from UMP (or +cooccur: 13k+) - src/actr.js A_i = -d*ln(age) + beta*log1p(freq) + epsilon*conf - src/access_log.js per-URN counter + last_accessed_at - src/ump-recall-mcp.js MCP shim (recall via sidecar, others passthrough) Eval results (851-record UMP corpus): - 2ch RRF over baseline: +50pp recall@10 - 3ch RRF (+graph): +60pp, 12 unique wins - ACT-R re-rank: 4/20 #1 changes, 84% top-5 retention Tests: 76/76 passing across graph (27), actr (27), access_log (28), decay (20), mcp-shim (sidecar + fallback). Run with: npm test Inspired by AIAppsAPI/adaptive-recall but built from scratch against existing DNS2 infrastructure (UMP at :4317, Qdrant at :6333, Ollama at :11434). No paid SaaS, MIT-licensed.
42 lines
1.5 KiB
Python
42 lines
1.5 KiB
Python
# Auto-verified eval queries. Regenerate with build_verified_queries.py
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# Each query's expected_id was confirmed to exist in UMP AND its body
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# shares at least one keyword with the query.
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QUERIES_VERIFIED = [
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{
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"query": "TOTP secret DashCaddy DNS2",
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"expected_id": "urn:ump:krystie-knowledge-infrastructure-md-s10",
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"expected_subject": "TrueRecall Memory System (DNS2)",
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"category": "DashCaddy",
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"source": "2026-06-11 dashboard-lockout fix session"
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},
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{
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"query": "DNS1 port 53 firewall blocked secondary",
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"expected_id": "urn:ump:krystie-knowledge-infrastructure-md-s11",
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"expected_subject": "DNS architecture Primary/Secondary",
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"category": "DNS",
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"source": "2026-05-30 DNS1 sync session"
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},
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{
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"query": "BitNet dead replaced ollama",
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"expected_id": "urn:ump:krystie-ump-first-thing-2026-06-22",
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"expected_subject": "BitNet dead since 2026-06-06",
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"category": "Infrastructure",
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"source": "recurring reference"
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},
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{
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"query": "Triangles PoW PoS cutoff nonce zero",
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"expected_id": "urn:ump:krystie-knowledge-projects-triangles-md-s2",
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"expected_subject": "Triangles hybrid PoW/PoS",
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"category": "Triangles",
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"source": "triangle skill + 2026-06-20 PoW/PoS sync fix"
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},
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{
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"query": "mem-watcher krystie TrueRecall sessions ingest",
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"expected_id": "urn:ump:krystie-knowledge-infrastructure-md-s10",
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"expected_subject": "mem-watcher-krystie",
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"category": "TrueRecall",
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"source": "recurring"
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}
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]
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