Omni
Provides AI models with rich UI context and powerful interaction capabilities using Microsoft OmniParser and Model Context Protocol (MCP).
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Omni empowers AI models with a deep understanding of user interfaces by leveraging visual analysis and structured interaction through Model Context Protocol (MCP) and Microsoft OmniParser. It enables features like understanding UI elements, using natural language to target elements, performing UI operations with verification, and structured typed responses. By capturing both spatial and temporal aspects of the UI, Omni generates internal APIs that can be exposed through MCP, offering a straightforward interface for AI models to interact with UIs.
Características Principales
- Comprehensive Interactions: Full range of UI operations with verification
- 8 GitHub stars
- Natural Language Interface: Target and analyze elements using natural descriptions
- Robust Error Handling: Detailed error context and recovery strategies
- Rich Visual Context: Deep understanding of UI elements
- Structured Types: Clean, typed responses using dataclasses
Casos de Uso
- Providing context-aware assistance within applications.
- Enabling AI agents to interact with software applications.
- Automating UI-based tasks with AI.
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