AgentSea Over View - Deep Dive
9> [!info] AI Summary
Summary: Agency Open-Source Platform
- Agency Platform: A collection of Unix-like tools for building and deploying agents.
- Surf Kit: Described as Kubernetes for agents, allowing deployment as a local process, Docker container, or in the cloud (e.g., GCP, Amazon).
- Agent Capabilities: Perform tasks autonomously or semi-autonomously, interfacing with devices and trackers.
- Devices and Trackers: Track actions and messages; devices enable agents to interact with various systems (e.g., filesystem, browsers, desktops).
- Virtual Desktop Device: Allows agents to control a desktop by sending mouse clicks and key commands.
- Alpha Agents: Include “surf pizza” and “surf slicer” for GUI navigation, using multimodal approaches to determine actions.
- Development Stage: Infrastructure tools are in stable beta, while agents are in alpha, exhibiting both successes and failures.
- Community Involvement: Encouragement for users to improve and speed up the prototype agents.
- Training Improvements: Creating a training environment for agents and developing specialized smaller models.
- Agent Techniques:
- “Surf Pizza”: Divides the screen into cells to create a composite image for click prediction.
- ”Surf Slicer”: Overlays numbered circles on the image to refine click locations.
- Agent Performance:
- Successful command line tasks, including ASCII art creation.
- Inconsistent performance with complex GUIs, struggles with calendars.
- High success rate for simple tasks, potential for QA and testing applications.
- Privacy and Security: No central server, promotes local control and privacy.
- Open Source: All tools and agents are available on GitHub for free, encouraging collaboration and development.
For more information and access to the tools, visit the GitHub repository.
Agentsea.ai and same repo on github