# VectorBridge

One canonical identity. Human page: https://www.insightits.com/products/vectorbridge.html

| Field | Value |
|-------|-------|
| Slug | `vectorbridge` |
| Status | published |
| Family | aiRetrieval |
| Infra category | AI Retrieval |
| Record type | product |
| Parent | — |
| JSON | https://www.insightits.com/catalog/vectorbridge.json |
| Markdown | https://www.insightits.com/catalog/vectorbridge.md |
| GitHub | https://github.com/insightitsGit/vectorbridge |
| PyPI | https://pypi.org/project/insight-vector-bridge/0.1.0/ |
| Install | — |
| Version | — |

## What it is

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.

## Alternatives

- **Dump-and-load without neighbour overlap checks** — 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

- **5.55× Less Bandwidth** — 6,019 KB per batch vs 33,400 KB REST JSON — float32 stays float32 over CHORUS wire format.
- **Metric Mismatch Guard** — Blocks migration before byte one if cosine vs L2 would silently corrupt search results.
- **Semantic Validation** — 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.

## Use cases

- pgvector / Chroma / Pinecone / Weaviate moves
- Validating that retrieval neighbours survived the copy

## Benchmarks

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.



## GitHub

https://github.com/insightitsGit/vectorbridge

## PyPI

https://pypi.org/project/insight-vector-bridge/0.1.0/

## Documentation

- [pricing](https://www.insightits.com/products/choruscontrol.html#pricing)

## Is not

- VectorPrism (intent-gated retrieval)
- PrismRAG

## Related products

- [python-libs](./python-libs.md)
- [vectorprism](./vectorprism.md)