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Agent S2 evolves the agentic framework with better modularity, performance, and advanced model integration.

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Agent S2

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Agent S2

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Agent S2

Introduction

Agent S2 is the next evolution of the agentic framework, designed with improved modularity and performance. It combines cutting-edge foundation models with specialized ones to push the boundaries further. Notably, it’s fully open-source. Tested on OSWorld with both 15-step and 50-step evaluations—realistic scenarios for practical deployment—Agent S2 sets new state-of-the-art benchmarks. It excels at long-term planning, self-correction, and taking precise actions, confirming the framework’s scalability and effectiveness.

Agent S2

Features

✨ Proactive Hierarchical Planning
Agent S2 blends generalist models for strategic planning with specialists for precision tasks like UI interaction, shifting from reactive to proactive planning by updating its strategy after each subtask for smoother transitions and fewer errors.

✨ Visual Grounding for Precise Interaction
By replacing reliance on accessibility trees with screenshot-based input, Agent S2 leverages visual grounding models for accurate UI control, enabling it to interact with buttons, text, and images more precisely than before.

✨ Agent-Computer Interface with Expert Modules
Agent S2 enhances its interface by delegating detailed actions like text highlighting to expert modules, freeing foundation models to concentrate on high-level decisions and reducing their computational burden.

✨ Agentic Memory Mechanism
With its evolving memory system, Agent S2 learns from past tasks, refining strategies and improving efficiency over time—laying the groundwork for personalized, long-term adaptability.

Agent S2

Use Cases

✓ Setup Web Extension
Agent S2 efficiently handles the setup of browser extensions, ensuring all configurations are applied correctly and swiftly.

✓ Copy Image Into Doc
Transfers images from GIMP into LibreOffice Writer and exports the document seamlessly, maintaining formatting and precision.

✓ Download and Resize Image
Downloads an image from Google Drive, then compresses it using GIMP—showcasing Agent S2’s end-to-end media processing capability.

✓ Strikethrough Paragraph
Applies a strikethrough to the final paragraph in a LibreOffice Writer document, demonstrating precise document editing skills.

✓ Calculate Profit
Processes data in LibreOffice Calc to compute profit accurately, using strategic logic and cell-based manipulation.

✓ Remove Video Subtitles
Removes embedded subtitles from videos and exports the final version, utilizing expert-level multimedia editing.

Agent S2

Integration Method

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