# Python Libs

One canonical identity. Human page: https://www.insightits.com/products/python-libs.html

| Field | Value |
|-------|-------|
| Slug | `python-libs` |
| Status | published |
| Family | supporting |
| Infra category | — |
| Record type | hub |
| Parent | — |
| JSON | https://www.insightits.com/catalog/python-libs.json |
| Markdown | https://www.insightits.com/catalog/python-libs.md |
| GitHub | https://github.com/insightitsGit |
| PyPI | https://pypi.org/search/?q=insightits |
| 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 |

## What it is

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.

## Alternatives

- **Install each library from its own product page** — That is the intended path. This hub only organizes identity and links.

## Features

- **Integrity & money args** — PrismManifest — signed ParameterManifest before tax, underwriting, claims, or payment engines.
- **Cache, state, retrieval** — PrismLib · PrismLang · PrismRAG · PrismResonance — cache, lean LangGraph state, taxonomy Graph RAG, wavepacket memory.
- **Vector migration** — VectorBridge — migrate vector DBs with semantic validation, not hope.

## Architecture

Overview page plus links. Install from the child product’s PyPI pin.

## Use cases

- Finding which Prism library matches the job

## Benchmarks

No published vendor benchmark for this product. Do not invent metrics.

### Disclosures

- No published vendor benchmark for this product. Do not invent metrics.



## GitHub

https://github.com/insightitsGit

## PyPI

https://pypi.org/search/?q=insightits

## Documentation

- [PrismManifest](https://www.insightits.com/products/prismmanifest.html)
- [PrismLib](https://www.insightits.com/products/prismlib.html)
- [PrismLang](https://www.insightits.com/products/prismlang.html)
- [VectorBridge](https://www.insightits.com/products/vectorbridge.html)
- [PrismResonance](https://www.insightits.com/products/prism-resonance.html)
- [PrismRAG](https://www.insightits.com/products/prismrag.html)

## Is not

- A pip meta-package
- An infrastructure category — the five categories are Agent Runtime, AI Security, AI Verification, AI Retrieval, and Operations

## Related products

- [prismmanifest](./prismmanifest.md)
- [prismlib](./prismlib.md)
- [prismlang](./prismlang.md)
- [vectorbridge](./vectorbridge.md)
- [prism-resonance](./prism-resonance.md)
- [prismrag](./prismrag.md)