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51 lines
2.2 KiB
Markdown
51 lines
2.2 KiB
Markdown
# Managed Agent
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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 runs a `ManagedAgent` configured with the built-in `google_search`
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tool. Given an open-ended request, the server-side harness autonomously issues
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many searches and synthesizes the result in a single turn.
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## Sample Inputs
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- `Compare the current flagship smartphones from Apple, Samsung, and Google. For each, find its launch price, display size, and main rear camera resolution, then recommend the best value for someone who mostly takes photos.`
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The showcase input. A single question the harness answers by fanning out into a
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dozen-odd searches. It does broad discovery first, then targeted per-model spec
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and price lookups, self-correcting when it hits a stale model, before composing
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a comparison table and a reasoned recommendation.
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- `Which of those would you pick for shooting video instead?`
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A follow-up turn that reuses the recovered remote sandbox and the previous
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interaction, continuing the same research thread. This demonstrates multi-turn
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chaining.
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## Graph
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```mermaid
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graph LR
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User -->|message| ManagedAgent
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ManagedAgent -->|interactions.create| ManagedAgentsAPI
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ManagedAgentsAPI -->|server-side research loop: google_search ×N| ManagedAgentsAPI
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ManagedAgentsAPI -->|streamed events| ManagedAgent
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ManagedAgent -->|answer| User
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```
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## How To
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- **Create the agent**: instantiate `ManagedAgent` with an `agent_id`, an
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`environment` spec, and a list of server-side `tools`. No `model` is set; the
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model is part of the managed agent on the server.
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- **Provision a sandbox**: `environment={'type': 'remote'}` requests a fresh
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remote sandbox. The resulting environment id is stored on emitted events, so
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subsequent turns automatically recover and reuse it.
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- **Multi-turn chaining**: the agent recovers the `previous_interaction_id` from
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the session events, so follow-up turns continue the same interaction without
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any extra wiring.
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- **Drive it**: a `ManagedAgent` is a `BaseAgent`, so a standard `Runner` runs
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it just like any other agent.
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