vlm-run/vlmrun-hub

A hub for various industry-specific schemas to be used with VLMs.

52
/ 100
Established

This tool helps businesses and individuals automatically extract specific, structured data from various visual sources like images, videos, and documents. You input an unstructured visual file, and it outputs a clean, validated JSON object containing key information. This is ideal for professionals in finance, HR, retail, and healthcare who need to process large volumes of visual documents efficiently.

541 stars. Available on PyPI.

Use this if you need to reliably convert unstructured visual data from documents, images, or videos into structured, validated data for automation and integration into your existing systems.

Not ideal if you only need to chat with images or perform exploratory visual analysis without the strict requirement for structured, schema-bound outputs.

document-processing data-extraction financial-automation HR-operations retail-cataloging
Maintenance 6 / 25
Adoption 10 / 25
Maturity 25 / 25
Community 11 / 25

How are scores calculated?

Stars

541

Forks

22

Language

Python

License

Apache-2.0

Last pushed

Dec 15, 2025

Commits (30d)

0

Dependencies

8

Get this data via API

curl "https://pt-edge.onrender.com/api/v1/quality/generative-ai/vlm-run/vlmrun-hub"

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.