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Overview

Team enables multiple specialized agents to work together on complex tasks. Teams automatically coordinate work, share context, and combine results through different operational modes.

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Key Features

  • Multiple Operation Modes: Sequential, coordinate, or route execution
  • Smart Assignment: Automatically picks the right agent for each task
  • Context Sharing: Agents receive context from previous tasks
  • Result Combining: Combines outputs into coherent final answer
  • Flexible Coordination: Leader-based planning or expert routing
  • Shared Memory: Optional memory sharing across team

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Example

from upsonic import Agent, Task, Team

# Create specialized agents
researcher = Agent(
    "openai/gpt-4o",
    name="Researcher",
    role="Research specialist"
)

writer = Agent(
    "openai/gpt-4o",
    name="Writer",
    role="Content writer"
)

# Create team
team = Team(
    agents=[researcher, writer],
    mode="sequential"
)

# Create tasks
tasks = [
    Task("Research latest AI trends"),
    Task("Write a blog post about the research")
]

# Execute team
result = team.do(tasks)
print(result)