sqlrite 1.0.2

RAG-oriented SQLite wrapper for AI agent workloads
Documentation 
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{
  "generated_at_unix": 1774749168,
  "workload": {
    "corpus_size": 20000,
    "query_count": 200,
    "embedding_dim": 32,
    "tenants": 8,
    "top_k": 10,
    "warmup": 20,
    "seed": 20260308,
    "metric": "cosine",
    "filter": "tenant exact match"
  },
  "scenarios": {
    "exact_filtered_cosine": {
      "results": [
        {
          "system": "SQLRite brute_force compact_http",
          "qps": 771.2054705105992,
          "p50_ms": 1.1936250011785887,
          "p95_ms": 1.8663208022189783,
          "top1_hit_rate": 1.0,
          "recall_at_k": 1.0,
          "setup_seconds": 0.5741928339994047
        },
        {
          "system": "Qdrant exact",
          "qps": 1914.2886204763204,
          "p50_ms": 0.41841700294753537,
          "p95_ms": 1.1595166462939213,
          "top1_hit_rate": 1.0,
          "recall_at_k": 1.0,
          "setup_seconds": 0.5426988750114106
        },
        {
          "system": "pgvector exact",
          "qps": 600.2326741766811,
          "p50_ms": 1.068791505531408,
          "p95_ms": 3.1686002970673144,
          "top1_hit_rate": 1.0,
          "recall_at_k": 1.0,
          "setup_seconds": 0.2397637499962002
        }
      ]
    },
    "approx_filtered_cosine": {
      "results": [
        {
          "system": "SQLRite hnsw_baseline compact_http",
          "qps": 34.115219686975486,
          "p50_ms": 27.86897899932228,
          "p95_ms": 35.94352884538234,
          "top1_hit_rate": 0.9944444444444445,
          "recall_at_k": 0.9816666666666671,
          "setup_seconds": 0.5741928339994047
        },
        {
          "system": "Qdrant HNSW",
          "qps": 2561.2521677196555,
          "p50_ms": 0.34208350552944466,
          "p95_ms": 0.5357812580768939,
          "top1_hit_rate": 1.0,
          "recall_at_k": 1.0,
          "setup_seconds": 0.5426988750114106
        },
        {
          "system": "pgvector HNSW",
          "qps": 2122.256725330478,
          "p50_ms": 0.4102910024812445,
          "p95_ms": 0.807453507150056,
          "top1_hit_rate": 1.0,
          "recall_at_k": 0.5861111111111109,
          "setup_seconds": 0.2397637499962002
        }
      ]
    }
  }
}