leankg 0.19.12

Lightweight Knowledge Graph for AI-Assisted Development
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{
  "ab": {
    "artifact": "target/vector_engine_ab_result.json",
    "baseline_ms": 9750,
    "baseline_tokens": 214850,
    "baseline_tool_calls": 650,
    "engine_ms": 3900,
    "engine_tokens": 75200,
    "engine_tool_calls": 100,
    "meets_floors": true,
    "speedup": 2.5,
    "success_ge_baseline": true,
    "suite_1000_token_reduction": 0.649995270147353,
    "suite_1000_wall_ms": 0.15125,
    "tasks": 100,
    "token_reduction": 0.6499883639748663,
    "tool_call_reduction": 0.8461538461538461,
    "wall_ms": 0
  },
  "ann_query": {
    "n": 1000000,
    "ok": true,
    "p95_ms": 0.053542000000000006,
    "simd": "Neon",
    "target_p95_ms": 50
  },
  "crate_version": "0.19.0",
  "generated_unix_secs": 1784306666,
  "io": {
    "hot_disk_touches": 10,
    "legacy_disk_touches": 1000000,
    "ok": true,
    "reduction": 0.99999,
    "target": 0.8
  },
  "kpi": {
    "idle_rss_baseline_bytes": 6766592,
    "idle_rss_bytes": 65191936,
    "idle_rss_delta_bytes": 58425344,
    "idle_rss_delta_ok": true,
    "idle_rss_ok": true,
    "ttc_ok": true,
    "ttc_p95_ms": 0.06787499999999999
  },
  "oom": {
    "estimated_1m_heap_bytes": 1060870912,
    "within_2gb": true
  },
  "recall": {
    "ok": true,
    "recall_at_ef50": 1.0,
    "target": 0.8999999761581421
  }
}