OmniParserMicrosoft
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Related Products
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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.
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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.
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Platforms Supported
Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook
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Platforms Supported
Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook
|
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Audience
Customer support teams seeking a solution to automate complex queries and enhance service quality without extensive replatforming
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Audience
Researchers in need of a tool to enhance AI agents' interaction with graphical user interfaces through advanced screen parsing techniques
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Support
Phone Support
24/7 Live Support
Online
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Support
Phone Support
24/7 Live Support
Online
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API
Offers API
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API
Offers API
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Screenshots and Videos |
Screenshots and Videos |
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Pricing
No information available.
Free Version
Free Trial
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Pricing
No information available.
Free Version
Free Trial
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Reviews/
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Reviews/
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Training
Documentation
Webinars
Live Online
In Person
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Training
Documentation
Webinars
Live Online
In Person
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Company InformationGradient Labs
Founded: 2023
United Kingdom
gradient-labs.ai/
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Company InformationMicrosoft
Founded: 1975
United States
microsoft.github.io/OmniParser/
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Alternatives |
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Categories |
Categories |
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Integrations
GPT-4
c/ua
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