{
  "@context": "https://schema.org",
  "@type": "SoftwareApplication",
  "@id": "https://www.insightits.com/products/vectorbridge.html",
  "slug": "vectorbridge",
  "canonicalName": "VectorBridge",
  "name": "Insight Vector Bridge — Vector DB Migration",
  "canonicalUrl": "https://www.insightits.com/products/vectorbridge.html",
  "knowledgeUrl": "https://www.insightits.com/catalog/vectorbridge.json",
  "markdownUrl": "https://www.insightits.com/catalog/vectorbridge.md",
  "family": "aiRetrieval",
  "infraFamily": "AI Retrieval",
  "recordType": "product",
  "status": "published",
  "parentProduct": null,
  "whatItIs": "Vector database migration tool (PyPI: insight-vector-bridge). Move embeddings with semantic validation, not hope.",
  "problem": "Vector DB migrations that only copy bytes fail silently on neighbour-rank drift.",
  "isNot": [
    "VectorPrism (intent-gated retrieval)",
    "PrismRAG"
  ],
  "alternatives": [
    {
      "name": "Dump-and-load without neighbour overlap checks",
      "relationship": "Product claim includes ≥95% post-migration top-K neighbour overlap validation and 5.55× less bandwidth per 1K 1,536-d vectors. No named-vendor bake-off page."
    }
  ],
  "features": [
    {
      "name": "5.55× Less Bandwidth",
      "description": "6,019 KB per batch vs 33,400 KB REST JSON — float32 stays float32 over CHORUS wire format."
    },
    {
      "name": "Metric Mismatch Guard",
      "description": "Blocks migration before byte one if cosine vs L2 would silently corrupt search results."
    },
    {
      "name": "Semantic Validation",
      "description": "Post-migration probe vectors require ≥95% top-K neighbour overlap — data transferred correctly, not just bytes."
    }
  ],
  "architecture": "Migration plus semantic validation of top-K overlap. OSS lane; fleet ops → ChorusControl.",
  "useCases": [
    "pgvector / Chroma / Pinecone / Weaviate moves",
    "Validating that retrieval neighbours survived the copy"
  ],
  "benchmarks": {
    "published": true,
    "summary": "Product-authored migration measurements: 5.55× less bandwidth per 1K 1,536-d vectors; ≥95% post-migration top-K neighbour overlap validation.",
    "disclosures": [
      "Vendor-authored product measurements, not a named-vendor bake-off page."
    ],
    "urls": []
  },
  "github": "https://github.com/insightitsGit/vectorbridge",
  "pypi": "https://pypi.org/project/insight-vector-bridge/0.1.0/",
  "documentation": [
    {
      "title": "pricing",
      "url": "https://www.insightits.com/products/choruscontrol.html#pricing"
    }
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  "install": null,
  "version": null,
  "relatedProducts": [
    "python-libs",
    "vectorprism"
  ],
  "publisher": {
    "@type": "Organization",
    "name": "Insight IT Solutions",
    "legalName": "Insight IT Solutions LLC",
    "url": "https://www.insightits.com"
  }
}