OmniParser

OmniParser

Microsoft
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About

Gradient Labs offers an AI agent named Otto that autonomously manages complex customer service interactions by learning from plain language procedures, eliminating the need for code, decision trees, or workflows. Otto integrates seamlessly with existing support platforms, absorbing knowledge from company resources and previous support chats to continuously improve its performance. It provides actionable insights by categorizing and highlighting customer issues automatically. The platform ensures natural and sensitive responses, enhancing customer satisfaction. Users can test the AI agent thoroughly in a web application before deployment. Gradient Labs prioritizes security, maintains SOC 2 certification and GDPR compliance, and offers enterprise-ready features like Single Sign-On (SSO) and role-based permissions. The company aims to make exceptional customer service the norm by automating complex support queries and back-office procedures.

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
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Audience

Customer support teams seeking a solution to automate complex queries and enhance service quality without extensive replatforming

Audience

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

Support

Phone Support
24/7 Live Support
Online

Support

Phone Support
24/7 Live Support
Online

API

Offers API

API

Offers API

Screenshots and Videos

Screenshots and Videos

Pricing

No information available.
Free Version
Free Trial

Pricing

No information available.
Free Version
Free Trial

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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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
Webinars
Live Online
In Person

Training

Documentation
Webinars
Live Online
In Person

Company Information

Gradient Labs
Founded: 2023
United Kingdom
gradient-labs.ai/

Company Information

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

Alternatives

Alternatives

Project Mariner

Project Mariner

Google DeepMind
11.ai

11.ai

ElevenLabs
Agent S2

Agent S2

Simular

Categories

Categories

Integrations

GPT-4
c/ua

Integrations

GPT-4
c/ua
Claim Gradient Labs and update features and information
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