OmniParser V2.0Translation site

What is OmniParser V2.0?

OmniParser V2.0 is Microsoft's newest visual February 17, 2025Agent parsing frameworkThe breakthrough update, which aims to transform large-scale language models into intelligent bodies that can manipulate computers, will change the way people interact with computers. Users will be able to use simple commands to allow AI intelligences to directly operate their computers to accomplish complex tasks, which will greatly improve work efficiency and ease of life.

It utilizes deep learning and computer vision technology to be able to parse and recognize interactable icons on the screen and understand the function of UI elements to automate the operation of the computer. The launch of this tool marks a significant step in the direction of AI Intelligent Body technology to enable fully automated computer use.

OmniParser V2.0 Main Features

1. Screen Analysis and Recognition::
   • OmniParser V2.0 accurately recognizes clickable areas on the screen and understands the function of UI elements such as buttons, text boxes, links, etc.
   • It supports parsing of high-resolution screens and complex user interfaces to ensure accurate recognition in a variety of scenarios.
2. intelligent gymnastic control::
   • Combined with a large-scale language model, OmniParser V2.0 is able to translate a user's natural language commands into specific computer operations.
   • Users can let the AI intelligent body directly operate the computer to accomplish complex tasks, such as browsing the web, editing documents, managing files, etc., through simple prompt words.
3. Multi-model support::
   • OmniParser V2.0 supports several large language models, such as OpenAI's GPT series, DeepSeek, Qwen and Anthropic, providing users with a rich choice.
   • This allows the AI intelligences to choose the most appropriate model to manipulate according to different task requirements.
4. scalability::
   • OmniParser V2.0 has good extensibility to access other models and tools to further enhance its functionality.
   • Users can customize and extend the capabilities of AI intelligences according to their needs.

OmniParser V2.0 Usage Scenarios

1. automated office work::
   • In office environments, OmniParser V2.0 is able to automatically fill out forms, organize data, send emails, and more, significantly improving work efficiency.
   • It also helps users extract key information from complex data, providing strong support for workflow optimization in professional fields.
2. client service::
   • In the area of customer service, OmniParser V2.0 is able to automate the handling of customer inquiries and complaints, providing timely and accurate responses.
   • It also enhances customer satisfaction by recommending relevant products and services based on customer needs.
3. Gaming Entertainment::
   • In the gaming space, OmniParser V2.0 recognizes elements in the game interface and acts on the player's commands.
   • This allows players to interact with in-game characters through natural language, enhancing the gaming experience and enjoyment.
4. Personal Assistant::
   • OmniParser V2.0 can also be used as a personal assistant to help users manage their schedules, reminders, play music, and more.
   • It is capable of providing personalized services based on the user's habits and preferences.

OmniParser V2.0 Operating Instructions

1. Installation and Configuration::
   • Users need to install OmniParser V2.0 on their computers first and make the necessary configurations.
   • Configuration includes selecting supported language models, setting operational privileges, and so on.
2. screen resolution::
   • Before using OmniParser V2.0, users need to parse the screen.
   • This can be accomplished by taking a screenshot or capturing the screen in real time.
3. input::
   • Users can enter commands in natural language to tell the AI intelligences what tasks they need to accomplish.
   • Instructions can be simple commands or complex tasks containing multiple steps.
4. operate::
   • After receiving the command, the AI intelligent body will automatically perform the corresponding operation according to the results of the screen parsing and the user's instruction.
   • Users can view progress and results at any time during execution.
5. Monitoring and Adjustment::
   • Users can view the execution and effect of AI intelligences in real time through the monitoring interface of OmniParser V2.0.
   • Users can also tweak and optimize the behavior of the AI intelligences if desired.

OmniParser V2.0 is a powerful AI tool with a wide range of usage scenarios. It can help users automate the operation of their computers and improve their work efficiency and quality of life. It also has good scalability and customizability to meet the needs of different users.

Presentation of the address:https://www.microsoft.com/en-us/research/articles/omniparser-v2-turning-any-llm-into-a-computer-use-agent/
Open source address:https://github.com/microsoft/OmniParser
Official website address:https://huggingface.co/microsoft/OmniParser-v2.0