OmniParser

OmniParser

Microsoft
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+

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About

OmniParser is a comprehensive method for parsing user interface screenshots into structured elements, significantly enhancing the ability of multimodal models like GPT-4 to generate actions accurately grounded in corresponding regions of the interface. It reliably identifies interactable icons within user interfaces and understands the semantics of various elements in a screenshot, associating intended actions with the correct screen regions. To achieve this, OmniParser curates an interactable icon detection dataset containing 67,000 unique screenshot images labeled with bounding boxes of interactable icons derived from DOM trees. Additionally, a collection of 7,000 icon-description pairs is used to fine-tune a caption model that extracts the functional semantics of detected elements. Evaluations on benchmarks such as SeeClick, Mind2Web, and AITW demonstrate that OmniParser outperforms GPT-4V baselines, even when using only screenshot inputs without additional information.

About

OpenParser AI is an AI-powered truth hub for document-heavy businesses, built to turn documents, databases, and website content into a single secure knowledge layer. Ask a question and let AI find answers across your documents, databases, and websites, with every answer cited back to the exact document page, database row, or web paragraph it came from. OpenParser provides intelligent document management, plain-English document Q&A, database querying with no SQL required, website content search, cross-document intelligence, role-based access, document approval workflows, instant verification, and structured outputs your team can act on directly. Teams can upload documents or connect to Google Drive, SharePoint, SQL databases, and website URLs, while auto-sync keeps sources current. The OpenParser AI Engine reads and reasons across everything, powered by Llama by default or the user’s own LLM, including OpenAI, Anthropic, Gemini, and more.

Platforms Supported

Windows Not Supported
Mac Not Supported
Linux Not Supported
Cloud Supported
On-Premises Not Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported

Platforms Supported

Windows Not Supported
Mac Not Supported
Linux Not Supported
Cloud Supported
On-Premises Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported

Audience

Researchers in need of a tool to enhance AI agents' interaction with graphical user interfaces through advanced screen parsing techniques

Audience

Document-heavy businesses and operational teams that need to search documents, databases, and websites and automate analysis with cited AI answers

Support

Phone Support Not Supported
24/7 Live Support Not Supported
Online Supported

Support

Phone Support Supported
24/7 Live Support Not Supported
Online Supported

API

Offers API Not Supported

API

Offers API Supported

Screenshots and Videos

Screenshots and Videos

Pricing

No information available.
Free Version Not Supported
Free Trial Not Supported

Pricing

No information available.
Free Version Not Supported
Free Trial Supported

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

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Review this Software

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Training

Documentation Supported
Webinars Not Supported
Live Online Not Supported
In Person Not Supported

Training

Documentation Supported
Webinars Not Supported
Live Online Supported
In Person Not Supported

Company Information

Microsoft
Founded: 1975
United States
microsoft.github.io/OmniParser/

Company Information

OpenParser AI
United States
www.openparser.ai/

Alternatives

Alternatives

Max Access

Max Access

ABILITY
AnyParser

AnyParser

CambioML
Homedale

Homedale

RunToSZ

Categories

Agentic AI Supported
AI Agents Supported

Categories

AI Tools Supported

Integrations

Amazon Web Services (AWS) Not Supported
Anthropic Not Supported
Cua Supported
GPT-4 Supported
Gemini Not Supported
Gmail Not Supported
Google Cloud Platform Not Supported
Google Drive Not Supported
HTML Not Supported
Microsoft Azure Not Supported
Microsoft Outlook Not Supported
Microsoft SharePoint Not Supported
OpenAI Not Supported
PostgreSQL Not Supported
SQL Not Supported

Integrations

Amazon Web Services (AWS) Supported
Anthropic Supported
Cua Not Supported
GPT-4 Not Supported
Gemini Supported
Gmail Supported
Google Cloud Platform Supported
Google Drive Supported
HTML Supported
Microsoft Azure Supported
Microsoft Outlook Supported
Microsoft SharePoint Supported
OpenAI Supported
PostgreSQL Supported
SQL Supported
Claim OmniParser and update features and information
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