OmniParser

OmniParser

Microsoft
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About

A-Parser is a high-performance, self-hosted web scraping and data collection platform for SEO professionals, marketers, developers, data engineers, and e-commerce teams. It includes 110+ built-in parsers for search engines, Google Maps, YouTube, SEO services, keyword tools, domain services, and other online sources. Users can build custom scrapers with RegEx, XPath, JavaScript, and TypeScript, automate browser-based extraction with Chromium and Puppeteer, manage and rotate proxies, and run nested or sequential scraping workflows. A-Parser runs on Windows and Linux, with macOS support via Docker, and provides a browser-based Web UI plus an HTTP/JSON API for Enterprise users.

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.

Platforms Supported

Windows Supported
Mac Supported
Linux Supported
Cloud Not 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 Not Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported

Audience

SEO professionals, digital marketers, developers, data engineers, marketing agencies, e-commerce teams, and businesses that need high-volume web data collection and automation.

Audience

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

Support

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

Support

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

API

Offers API Not Supported

API

Offers API Not Supported

Screenshots and Videos

No images available

Screenshots and Videos

Pricing

$179/lifetime
Free Version Not Supported
Free Trial Not Supported

Pricing

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

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

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 Not Supported
In Person Not Supported

Company Information

A-Parser
Founded: 2012
United Kingdom
a-parser.com/en/

Company Information

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

Alternatives

Alternatives

Max Access

Max Access

ABILITY
AnyParser

AnyParser

CambioML

Categories

Web Scraping Supported

Categories

Agentic AI Supported
AI Agents Supported

Integrations

Cua Not Supported
GPT-4 Not Supported

Integrations

Cua Supported
GPT-4 Supported
Claim A-Parser and update features and information
Claim A-Parser and update features and information
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