{
  "@context": "https://schema.org",
  "@type": "SoftwareApplication",
  "@id": "https://www.insightits.com/products/python-libs.html",
  "slug": "python-libs",
  "canonicalName": "Python Libs",
  "name": "Python Libs — Prism PyPI Library Hub",
  "canonicalUrl": "https://www.insightits.com/products/python-libs.html",
  "knowledgeUrl": "https://www.insightits.com/catalog/python-libs.json",
  "markdownUrl": "https://www.insightits.com/catalog/python-libs.md",
  "family": "supporting",
  "infraFamily": null,
  "recordType": "hub",
  "status": "published",
  "parentProduct": null,
  "whatItIs": "Supporting navigation hub for six PyPI pages. Not an Open-Source AI Infrastructure category and not a pip meta-package. PrismManifest, PrismRAG, PrismResonance, and VectorBridge stay first-class in the five-category tree; PrismLang and PrismLib stay supporting.",
  "problem": "The PyPI surface grew; buyers need one menu entry that points at the right library instead of a fake umbrella wheel.",
  "isNot": [
    "A pip meta-package",
    "An infrastructure category — the five categories are Agent Runtime, AI Security, AI Verification, AI Retrieval, and Operations"
  ],
  "alternatives": [
    {
      "name": "Install each library from its own product page",
      "relationship": "That is the intended path. This hub only organizes identity and links."
    }
  ],
  "features": [
    {
      "name": "Integrity & money args",
      "description": "PrismManifest — signed ParameterManifest before tax, underwriting, claims, or payment engines."
    },
    {
      "name": "Cache, state, retrieval",
      "description": "PrismLib · PrismLang · PrismRAG · PrismResonance — cache, lean LangGraph state, taxonomy Graph RAG, wavepacket memory."
    },
    {
      "name": "Vector migration",
      "description": "VectorBridge — migrate vector DBs with semantic validation, not hope."
    }
  ],
  "architecture": "Overview page plus links. Install from the child product’s PyPI pin.",
  "useCases": [
    "Finding which Prism library matches the job"
  ],
  "benchmarks": {
    "published": false,
    "summary": "No published vendor benchmark for this product. Do not invent metrics.",
    "disclosures": [
      "No published vendor benchmark for this product. Do not invent metrics."
    ],
    "urls": []
  },
  "github": "https://github.com/insightitsGit",
  "pypi": "https://pypi.org/search/?q=insightits",
  "documentation": [
    {
      "title": "PrismManifest",
      "url": "https://www.insightits.com/products/prismmanifest.html"
    },
    {
      "title": "PrismLib",
      "url": "https://www.insightits.com/products/prismlib.html"
    },
    {
      "title": "PrismLang",
      "url": "https://www.insightits.com/products/prismlang.html"
    },
    {
      "title": "VectorBridge",
      "url": "https://www.insightits.com/products/vectorbridge.html"
    },
    {
      "title": "PrismResonance",
      "url": "https://www.insightits.com/products/prism-resonance.html"
    },
    {
      "title": "PrismRAG",
      "url": "https://www.insightits.com/products/prismrag.html"
    }
  ],
  "install": "Hub only — install each library from its own page (e.g. pip install prismmanifest, prismlib, prismlang, insight-vector-bridge, prismresonance, prismrag-patch).",
  "version": "2026-08-12",
  "relatedProducts": [
    "prismmanifest",
    "prismlib",
    "prismlang",
    "vectorbridge",
    "prism-resonance",
    "prismrag"
  ],
  "publisher": {
    "@type": "Organization",
    "name": "Insight IT Solutions",
    "legalName": "Insight IT Solutions LLC",
    "url": "https://www.insightits.com"
  }
}