AnyParser

AnyParser

CambioML
OmniParser

OmniParser

Microsoft
+
+

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About

AnyParser, developed by CambioML, is a real-time parser designed to extract content from various file formats, including PDFs, DOCX files, and images. It offers features such as full content parsing, key-value extraction, and table extraction, providing accurate and efficient data retrieval. The platform utilizes advanced Vision Language Models (VLMs) to enhance document retrieval accuracy by up to 2x compared to traditional OCR models, ensuring precise extraction of text, tables, charts, and layout information. AnyParser prioritizes client privacy by processing data locally, ensuring that sensitive information remains confidential and secure. The API is designed for seamless enterprise integration, allowing users to customize extraction rules and output formats according to their specific needs. With support for multiple file formats and a user-friendly interface, AnyParser streamlines data extraction processes, making it a valuable tool for businesses.

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 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 Not Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported

Audience

Data analysts requiring a tool to automate the extraction of structured information from diverse document formats

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 Supported

API

Offers API Not Supported

Screenshots and Videos

Screenshots and Videos

Pricing

$499 per month
Free Version Not Supported
Free Trial 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 Supported
In Person Not Supported

Training

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

Company Information

CambioML
Founded: 2023
United States
www.cambioml.com

Company Information

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

Alternatives

Alternatives

Max Access

Max Access

ABILITY
PDF.co

PDF.co

ByteScout
AnyParser

AnyParser

CambioML
Homedale

Homedale

RunToSZ

Categories

AI Tools Supported
Data Extraction Supported

Categories

Agentic AI Supported
AI Agents Supported

Integrations

Cua Not Supported
GPT-4 Not Supported

Integrations

Cua Supported
GPT-4 Supported
Claim AnyParser and update features and information
Claim AnyParser and update features and information
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