What is OmniParse?

OmniParse is a platform for ingesting and parsing unstructured data including documents, images, videos, audio files, and web pages into structured markdown that works well with GenAI applications. It operates locally without external APIs, supports around 20 file types, and provides table extraction, image captioning, audio/video transcription, and web crawling capabilities. The software runs as a FastAPI server with an interactive Gradio UI and requires a GPU with 8-10 GB minimum VRAM due to its use of deep learning models.

Should you self-host OmniParse?

OmniParse scores 34/100 on selfhost.directory (how scoring works) and ranks #39 of 46 in Document Management. It has 7 932 GitHub stars.

There was no stable release in the past 12 months, so check the repository's recent activity before you rely on it.

It is GPL-3.0-licensed and written mostly in Python.

Its closest alternative on selfhost.directory is Stirling-PDF (87/100, 95 252 stars). It scores higher overall, so compare the two before you pick. See OmniParse vs Stirling-PDF side by side.