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UFO

UFO

Agent framework by Microsoft

Transform your Windows experience with Microsoft AI Agent UFO, the intelligent solution that effortlessly converts your natural language requests into seamless, automated actions across applications, enhancing productivity and streamlining workflows like never before.

ProductivityConsumerClosed source
microsoft.github.io/UFO

Microsoft's AI Agent UFO is a pioneering multi-agent framework specifically designed to translate user requests articulated in natural language into actionable operations on the Windows operating system (OS). This innovative solution effectively addresses the challenges associated with interacting with graphical user interfaces (GUIs) of Windows applications, utilizing advanced capabilities of Visual Language Models (VLM) and Retrieval Augmented Generation (RAG) to significantly enhance user productivity and automation.

Features

The AI Agent UFO encompasses a range of features that enable it to perform complex tasks effectively and efficiently. Below is a detailed summary of its features, followed by a comprehensive overview in tabular format.

Feature Description
Dual-Agent Framework Includes HostAgent for application selection and AppAgent for action execution, facilitating efficient multi-application tasks.
Multi-Modal Capabilities Supports diverse data formats including text, images, and audio for comprehensive interaction.
Rich Skill Set Enables automation through mouse and keyboard interactions, native API usage, and "Copilot" features.
Interactive Mode Allows handling multiple sub-requests in a single session for seamless task completion.
Agent Customization Users can provide additional information to tailor the agent's behavior to their needs.
Scalable AppAgent Creation Facilitates the creation of custom AppAgents, enhancing adaptability across different applications.
Enhanced Functionality and User Experience Incorporates control interaction, application switching, and action customization for improved usability.
Extensibility and Customization Highly customizable framework allowing users to create specific actions and controls tailored to unique tasks.

Use cases

Microsoft AI Agent UFO can be applied in various scenarios to enhance productivity and streamline workflows. Some examples of its use cases include:

  • Automating Repetitive Tasks: Users can instruct the agent to execute routine tasks across multiple applications, such as generating reports by pulling data from spreadsheets and presenting it in a document.
  • Multi-Application Workflows: The dual-agent framework allows users to seamlessly transition between applications, such as transferring data from a database to a presentation tool without manual intervention.
  • Custom Application Development: Developers can create tailored AppAgents for specific applications, enhancing functionality and providing users with a more streamlined experience.
  • Interactive User Support: Users can engage with the agent to resolve issues within applications, providing step-by-step guidance through complex processes without needing to consult external resources.

How to get started

To begin utilizing the Microsoft AI Agent UFO, users can access the official Microsoft platform for the AI Agent. Depending on the availability, users may be able to sign up for a trial, explore documentation, or contact Microsoft for further information on implementation and integration. Detailed instructions and resources will be available to guide users through the initial setup and configuration process.

Pricing Information for Microsoft UFO AI Agent

The pricing for the Microsoft UFO AI agent is structured as follows:

  • Free: The UFO agent is available for free download from GitHub.
  • API Key Costs: The agent is free, but requires an API key from OpenAI for inferencing with GPT-4V, which incurs costs for each request.

No specific pricing details are provided for the usage of UFO beyond the initial setup and API key costs.