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Documentation Index

Fetch the complete documentation index at: https://docs.upsonic.ai/llms.txt

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Overview

Use other agents as tools for hierarchical agent architectures.

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Usage

from upsonic import Agent, Task

# Create a specialized agent
research_agent = Agent(
    name="Research Specialist",
    model="anthropic/claude-sonnet-4-5",
    system_prompt="You are a research specialist focused on gathering information."
)

# Use the specialized agent as a tool
task = Task(
    description="Research current AI trends and provide a summary",
    tools=[research_agent]
)

# Main agent delegates to specialized agent
main_agent = Agent(
    name="Main Coordinator",
    model="anthropic/claude-sonnet-4-5"
)

result = main_agent.print_do(task)
print("Result:", result)

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Parameters

  • Any agent instance can be used as a tool
  • The agent’s name, role, goal, and system_prompt are used to generate the tool description
  • Tool name format: ask_{agent_name}