Magentic-One: A Multi-Agent Generalist System For Hard Tasks
The present a new generalist multi-agent system, Magentic-One, which can solve file-based and open-ended online jobs in a wide range of disciplines
Magentic-One is model agnostic and can include heterogonous models to enable varied capabilities or satisfy different cost needs while completing tasks
Orchestrator: The orchestrator is the principal agent who plans and decomposes tasks, guides other agents in carrying out subtasks, monitors overall progress
WebSurfer: This LLM-based agent is adept at controlling and directing the state of a web browser that runs on the Chromium platform
FileSurfer: An LLM-based agent called FileSurfer instructs a markdown-based file preview program to browse local files of the majority of kinds
Lastly, ComputerTerminal gives the team access to a console shell where they can install new programming libraries and run the coder’s applications
Coder: An LLM-based agent that is specialized in writing code, interpreting data gathered from other agents, or producing new artifacts is known as a coder