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70 lines
2.6 KiB
Markdown
70 lines
2.6 KiB
Markdown
# Managed Agent — Single-Turn Sub-Agent (Tool) Flow
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> For setup, authentication, backends, and background on `ManagedAgent`, see the
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> [ManagedAgent guide](../../../../docs/guides/agents/managed_agent/index.md).
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## Overview
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This sample shows a local `LlmAgent` coordinator that calls two server-backed
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`ManagedAgent` specialists as single-turn sub-agents (`mode='single_turn'`).
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ADK auto-exposes each single-turn sub-agent to the coordinator as an inline tool.
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The coordinator calls a specialist, receives the result, and may call several
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specialists in one turn before composing the final answer itself.
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A single-turn sub-agent's internal events (e.g. tool calls) are preserved in the
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shared session history.
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The two specialists are:
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- `managed_search_agent` — a `ManagedAgent` with the server-side `google_search`
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tool, for questions that require web search results.
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- `managed_code_execution_agent` — a `ManagedAgent` with server-side code
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execution, for questions that require computation.
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> [!NOTE]
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> Each `ManagedAgent` sets a `description`; ADK builds the tool declaration from
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> it, so a missing description makes tool selection unreliable.
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> [!NOTE]
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> Each single-turn call is stateless and isolated, so the coordinator should
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> pass a self-contained request to each specialist (do not rely on a specialist
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> remembering a previous call).
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## Sample Inputs
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- `What was the score of the most recent FIFA World Cup final?`
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Requires web search results — the coordinator calls `managed_search_agent`.
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- `What's the 30th Fibonacci number? Use code.`
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Requires computation — the coordinator calls `managed_code_execution_agent`
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(answer: 832040).
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- `Look up the height of Mount Everest in meters, then use code to convert it to feet.`
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The coordinator calls both specialists in one turn (search for the height,
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then code to multiply by 3.28084) and composes a single answer.
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## Graph
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```mermaid
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graph TD
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Coordinator[LlmAgent coordinator] -->|single_turn tool call| Search[managed_search_agent]
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Coordinator -->|single_turn tool call| Code[managed_code_execution_agent]
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```
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## How To
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- Coordinator: an `LlmAgent` with a non-empty `sub_agents` list of single-turn
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specialists.
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- Specialists: each is a `ManagedAgent` with `mode='single_turn'`, an
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`agent_id`, an `environment` spec, server-side `tools`, and a `description`
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used for tool selection.
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- Delegation: ADK exposes each single-turn specialist as an inline tool; the
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coordinator calls it, gets the result, and keeps control of the turn.
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## Related Guides
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- [LlmAgent Single-Turn Mode](../../../../docs/guides/agents/llm_agent/single_turn.md)
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