# Parse multi-format RAG inputs with OmniParse

> Run OmniParse locally or as an API service to turn documents, images, audio, video, and web pages into structured Markdown-ready inputs for agent and RAG workflows.

- Skill: `agentskillexchange/parse-multi-format-rag-inputs-with-omniparse` (Agent Skill)
- Install (CLI): `npx skillmds@latest add agentskillexchange/parse-multi-format-rag-inputs-with-omniparse`
- Raw SKILL.md: https://api.skillmd.com/api/skills/agentskillexchange/parse-multi-format-rag-inputs-with-omniparse/raw
- Safety review: pending (external: skill-scanner PASS, skillspector PASS)
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: AI & ML
- Author: agentskillexchange (https://skillmd.com/u/agentskillexchange)
- Updated: 2026-09-08
- Page: https://skillmd.com/skills/agentskillexchange/parse-multi-format-rag-inputs-with-omniparse

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# Parse multi-format RAG inputs with OmniParse

Run OmniParse locally or as an API service to turn documents, images, audio, video, and web pages into structured Markdown-ready inputs for agent and RAG workflows.

## Prerequisites

Linux, Python 3.10, Conda or virtualenv, Docker optional, GPU recommended for heavier parsing workloads

## Installation

Use the upstream install or setup path that matches your environment:
- git clone https://github.com/adithya-s-k/omniparse
- conda create -n omniparse-venv python=3.10
- conda activate omniparse-venv
- pip install -e .

Requirements and caveats from upstream:
- ✅ Easily deployable using Docker and Skypilot \
- To use OmniParse with Docker, execute the following commands:

Basic usage or getting-started notes:
- [!IMPORTANT]
- The server only works on Linux-based systems. This is due to certain dependencies and system-specific configurations that are not compatible with Windows or macOS.
- cd omniparse

- Source: https://github.com/adithya-s-k/omniparse
- Extracted from upstream docs: https://raw.githubusercontent.com/adithya-s-k/omniparse/HEAD/README.md

## Documentation

- https://omniparse.cognitivelab.in/

## Source

- [Agent Skill Exchange](https://agentskillexchange.com/skills/parse-multi-format-rag-inputs-with-omniparse/)