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Graph Workflows
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Dynamic workflows
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<a href="../../workflows/" class="md-nav__link ">
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<span class="md-ellipsis">
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Multi-Agent Workflows
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</a>
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<label class="md-nav__link " for="__nav_2_5" id="__nav_2_5_label" tabindex="0">
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<nav class="md-nav" data-md-level="2" aria-labelledby="__nav_2_5_label" aria-expanded="false">
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<span class="md-nav__icon md-icon"></span>
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Multi-Agent Workflows
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</label>
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<ul class="md-nav__list" data-md-scrollfix>
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<li class="md-nav__item">
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<a href="../../workflows/collaboration/" class="md-nav__link">
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<span class="md-ellipsis">
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Collaborative workflows
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</a>
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<li class="md-nav__item md-nav__item--nested">
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<input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_2_5_3" >
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<div class="md-nav__link md-nav__container">
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<a href="../../agents/workflow-agents/" class="md-nav__link ">
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<span class="md-ellipsis">
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Template workflows
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</a>
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<label class="md-nav__link " for="__nav_2_5_3" id="__nav_2_5_3_label" tabindex="0">
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<span class="md-nav__icon md-icon"></span>
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Template workflows
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<li class="md-nav__item">
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<a href="../../agents/workflow-agents/sequential-agents/" class="md-nav__link">
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<span class="md-ellipsis">
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Sequential workflow
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</a>
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<span class="md-ellipsis">
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Loop workflow
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</span>
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</a>
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<li class="md-nav__item">
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<a href="../../agents/workflow-agents/parallel-agents/" class="md-nav__link">
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<span class="md-ellipsis">
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Parallel workflow
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</a>
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<li class="md-nav__item">
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<span class="md-ellipsis">
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Custom template workflows
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</span>
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<li class="md-nav__item">
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<a href="../../agents/routing/" class="md-nav__link">
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Agent routing
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<li class="md-nav__item">
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<span class="md-ellipsis">
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<li class="md-nav__item md-nav__item--nested">
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<span class="md-ellipsis">
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Models for Agents
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</span>
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</a>
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<label class="md-nav__link " for="__nav_2_6" id="__nav_2_6_label" tabindex="0">
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<span class="md-nav__icon md-icon"></span>
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</div>
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<nav class="md-nav" data-md-level="2" aria-labelledby="__nav_2_6_label" aria-expanded="false">
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<span class="md-nav__icon md-icon"></span>
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<span class="md-ellipsis">
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Gemini
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</a>
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<li class="md-nav__item">
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<span class="md-ellipsis">
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Gemma
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</span>
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</a>
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<li class="md-nav__item">
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<a href="../../agents/models/anthropic/" class="md-nav__link">
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<span class="md-ellipsis">
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Claude
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</span>
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</a>
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<li class="md-nav__item">
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<a href="../../agents/models/agent-platform/" class="md-nav__link">
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<span class="md-ellipsis">
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Agent Platform hosted
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</span>
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</a>
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<li class="md-nav__item">
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<a href="../../agents/models/apigee/" class="md-nav__link">
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<span class="md-ellipsis">
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Apigee AI Gateway
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</span>
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</a>
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</li>
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<li class="md-nav__item">
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<a href="../../agents/models/routing/" class="md-nav__link">
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<span class="md-ellipsis">
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Model routing
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</span>
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</a>
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</li>
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<li class="md-nav__item">
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<a href="../../agents/models/openai/" class="md-nav__link">
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<span class="md-ellipsis">
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OpenAI
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</span>
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</a>
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<li class="md-nav__item">
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<a href="../../agents/models/ollama/" class="md-nav__link">
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<span class="md-ellipsis">
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Ollama
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</span>
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</a>
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<li class="md-nav__item">
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<a href="../../agents/models/vllm/" class="md-nav__link">
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<span class="md-ellipsis">
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vLLM
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</span>
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</a>
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<li class="md-nav__item">
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<a href="../../agents/models/litellm/" class="md-nav__link">
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<span class="md-ellipsis">
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LiteLLM
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</span>
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</a>
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<li class="md-nav__item">
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<a href="../../agents/models/litert-lm/" class="md-nav__link">
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<span class="md-ellipsis">
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LiteRT-LM
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</span>
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</a>
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</ul>
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</nav>
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</ul>
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</nav>
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<li class="md-nav__item md-nav__item--nested">
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<input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_3" >
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<label class="md-nav__link" for="__nav_3" id="__nav_3_label" tabindex="0">
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<span class="md-ellipsis">
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Run Agents
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</span>
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<span class="md-nav__icon md-icon"></span>
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</label>
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<nav class="md-nav" data-md-level="1" aria-labelledby="__nav_3_label" aria-expanded="false">
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<label class="md-nav__title" for="__nav_3">
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<span class="md-nav__icon md-icon"></span>
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Run Agents
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</label>
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<ul class="md-nav__list" data-md-scrollfix>
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<li class="md-nav__item md-nav__item--nested">
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<input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_3_1" >
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<div class="md-nav__link md-nav__container">
|
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<a href="../../runtime/" class="md-nav__link ">
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<span class="md-ellipsis">
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Agent Runtime
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</span>
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</a>
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<label class="md-nav__link " for="__nav_3_1" id="__nav_3_1_label" tabindex="0">
|
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<span class="md-nav__icon md-icon"></span>
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</label>
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</div>
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<nav class="md-nav" data-md-level="2" aria-labelledby="__nav_3_1_label" aria-expanded="false">
|
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<label class="md-nav__title" for="__nav_3_1">
|
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<span class="md-nav__icon md-icon"></span>
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Agent Runtime
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</label>
|
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<ul class="md-nav__list" data-md-scrollfix>
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<li class="md-nav__item md-nav__item--nested">
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<input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_3_1_2" >
|
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<div class="md-nav__link md-nav__container">
|
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<a href="../../runtime/web-interface/" class="md-nav__link ">
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<span class="md-ellipsis">
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Web Interface
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</span>
|
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</a>
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<label class="md-nav__link " for="__nav_3_1_2" id="__nav_3_1_2_label" tabindex="0">
|
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<span class="md-nav__icon md-icon"></span>
|
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</label>
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</div>
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<nav class="md-nav" data-md-level="3" aria-labelledby="__nav_3_1_2_label" aria-expanded="false">
|
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<label class="md-nav__title" for="__nav_3_1_2">
|
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<span class="md-nav__icon md-icon"></span>
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Web Interface
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</label>
|
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<ul class="md-nav__list" data-md-scrollfix>
|
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<li class="md-nav__item">
|
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<a href="../../visual-builder/" class="md-nav__link">
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<span class="md-ellipsis">
|
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Visual Builder
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</span>
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</a>
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</li>
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</ul>
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</nav>
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</li>
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<li class="md-nav__item">
|
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<a href="../../runtime/command-line/" class="md-nav__link">
|
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<span class="md-ellipsis">
|
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Command Line
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</span>
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</a>
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</li>
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<li class="md-nav__item">
|
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<a href="../../runtime/api-server/" class="md-nav__link">
|
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<span class="md-ellipsis">
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API Server
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</span>
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</a>
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</li>
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<li class="md-nav__item">
|
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<a href="../../runtime/ambient-agents/" class="md-nav__link">
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<span class="md-ellipsis">
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Ambient Agents
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</span>
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</a>
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</li>
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<li class="md-nav__item">
|
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<a href="../../runtime/resume/" class="md-nav__link">
|
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<span class="md-ellipsis">
|
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Resume Agents
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</span>
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</a>
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</li>
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<li class="md-nav__item">
|
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<a href="../../runtime/cancel/" class="md-nav__link">
|
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<span class="md-ellipsis">
|
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Cancel Agent Runs
|
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</span>
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</a>
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</li>
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<li class="md-nav__item">
|
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<a href="../../runtime/runconfig/" class="md-nav__link">
|
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<span class="md-ellipsis">
|
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Runtime Config
|
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</span>
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</a>
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</li>
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<li class="md-nav__item">
|
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<a href="../../runtime/event-loop/" class="md-nav__link">
|
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<span class="md-ellipsis">
|
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|
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Event Loop
|
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</span>
|
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</a>
|
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</li>
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</ul>
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</nav>
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</li>
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<li class="md-nav__item md-nav__item--nested">
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<input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_3_2" >
|
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|
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<div class="md-nav__link md-nav__container">
|
|
<a href="../../deploy/" class="md-nav__link ">
|
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|
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|
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<span class="md-ellipsis">
|
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|
Deployment
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|
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|
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</span>
|
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</a>
|
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<label class="md-nav__link " for="__nav_3_2" id="__nav_3_2_label" tabindex="0">
|
|
<span class="md-nav__icon md-icon"></span>
|
|
</label>
|
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|
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</div>
|
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|
|
<nav class="md-nav" data-md-level="2" aria-labelledby="__nav_3_2_label" aria-expanded="false">
|
|
<label class="md-nav__title" for="__nav_3_2">
|
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<span class="md-nav__icon md-icon"></span>
|
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Deployment
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</label>
|
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<ul class="md-nav__list" data-md-scrollfix>
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<li class="md-nav__item md-nav__item--nested">
|
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<input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_3_2_2" >
|
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|
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|
|
<div class="md-nav__link md-nav__container">
|
|
<a href="../../deploy/agent-runtime/" class="md-nav__link ">
|
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|
|
|
|
|
|
<span class="md-ellipsis">
|
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|
|
|
|
Agent Runtime
|
|
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|
|
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</span>
|
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|
|
|
|
|
</a>
|
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|
|
<label class="md-nav__link " for="__nav_3_2_2" id="__nav_3_2_2_label" tabindex="0">
|
|
<span class="md-nav__icon md-icon"></span>
|
|
</label>
|
|
|
|
</div>
|
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|
|
<nav class="md-nav" data-md-level="3" aria-labelledby="__nav_3_2_2_label" aria-expanded="false">
|
|
<label class="md-nav__title" for="__nav_3_2_2">
|
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<span class="md-nav__icon md-icon"></span>
|
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|
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|
Agent Runtime
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|
|
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</label>
|
|
<ul class="md-nav__list" data-md-scrollfix>
|
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<li class="md-nav__item">
|
|
<a href="../../deploy/agent-runtime/deploy/" class="md-nav__link">
|
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|
|
<span class="md-ellipsis">
|
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|
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Standard deployment
|
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</span>
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</a>
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</li>
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<li class="md-nav__item">
|
|
<a href="../../deploy/agent-runtime/agents-cli/" class="md-nav__link">
|
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|
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|
|
<span class="md-ellipsis">
|
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|
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agents-cli
|
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</span>
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</a>
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</li>
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<li class="md-nav__item">
|
|
<a href="../../deploy/agent-runtime/test/" class="md-nav__link">
|
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|
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|
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|
|
<span class="md-ellipsis">
|
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|
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|
Test deployed agents
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</span>
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</a>
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</li>
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</ul>
|
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</nav>
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</li>
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<li class="md-nav__item">
|
|
<a href="../../deploy/cloud-run/" class="md-nav__link">
|
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|
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|
<span class="md-ellipsis">
|
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|
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Cloud Run
|
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</span>
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</a>
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</li>
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<li class="md-nav__item">
|
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<a href="../../deploy/gke/" class="md-nav__link">
|
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|
|
<span class="md-ellipsis">
|
|
|
|
|
|
GKE
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|
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</span>
|
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</a>
|
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</li>
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<li class="md-nav__item md-nav__item--nested">
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<span class="md-nav__icon md-icon"></span>
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<li class="md-nav__item">
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<a href="../../observability/logging/" class="md-nav__link">
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Traces
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</span>
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<li class="md-nav__item md-nav__item--nested">
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<input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_3_4" >
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<div class="md-nav__link md-nav__container">
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<a href="../../evaluate/" class="md-nav__link ">
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<span class="md-ellipsis">
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Evaluation
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</span>
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</a>
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<label class="md-nav__link " for="__nav_3_4" id="__nav_3_4_label" tabindex="0">
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<span class="md-nav__icon md-icon"></span>
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</label>
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</div>
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<nav class="md-nav" data-md-level="2" aria-labelledby="__nav_3_4_label" aria-expanded="false">
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<label class="md-nav__title" for="__nav_3_4">
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<span class="md-nav__icon md-icon"></span>
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Evaluation
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</label>
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<ul class="md-nav__list" data-md-scrollfix>
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<li class="md-nav__item">
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<a href="../../evaluate/criteria/" class="md-nav__link">
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<span class="md-ellipsis">
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Criteria
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</span>
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</a>
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</li>
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<li class="md-nav__item">
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<a href="../../evaluate/user-sim/" class="md-nav__link">
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<span class="md-ellipsis">
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User Simulation
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</span>
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</a>
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</li>
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<li class="md-nav__item">
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<a href="../../evaluate/environment_simulation/" class="md-nav__link">
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<span class="md-ellipsis">
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Environment Simulation
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</span>
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</a>
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</li>
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<li class="md-nav__item">
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<a href="../../evaluate/custom_metrics/" class="md-nav__link">
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<span class="md-ellipsis">
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Custom Metrics
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</span>
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</a>
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</li>
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<li class="md-nav__item">
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<a href="../../optimize/" class="md-nav__link">
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<span class="md-ellipsis">
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Optimization
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</span>
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</a>
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</li>
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</ul>
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</nav>
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</li>
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<li class="md-nav__item md-nav__item--nested">
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<input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_3_5" >
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<div class="md-nav__link md-nav__container">
|
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<a href="../../safety/" class="md-nav__link ">
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<span class="md-ellipsis">
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Safety and Security
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</span>
|
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</a>
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</div>
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<nav class="md-nav" data-md-level="2" aria-labelledby="__nav_3_5_label" aria-expanded="false">
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<label class="md-nav__title" for="__nav_3_5">
|
|
<span class="md-nav__icon md-icon"></span>
|
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Safety and Security
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</label>
|
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<ul class="md-nav__list" data-md-scrollfix>
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</ul>
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</nav>
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</li>
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</ul>
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</nav>
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</li>
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<li class="md-nav__item md-nav__item--nested">
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<input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_4" >
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<label class="md-nav__link" for="__nav_4" id="__nav_4_label" tabindex="0">
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<span class="md-ellipsis">
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Components
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</span>
|
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<span class="md-nav__icon md-icon"></span>
|
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</label>
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<nav class="md-nav" data-md-level="1" aria-labelledby="__nav_4_label" aria-expanded="false">
|
|
<label class="md-nav__title" for="__nav_4">
|
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<span class="md-nav__icon md-icon"></span>
|
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Components
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</label>
|
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<ul class="md-nav__list" data-md-scrollfix>
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<li class="md-nav__item">
|
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<a href="../../get-started/about/" class="md-nav__link">
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<span class="md-ellipsis">
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|
|
Technical Overview
|
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</span>
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</a>
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</li>
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<li class="md-nav__item md-nav__item--nested">
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<input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_4_2" >
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|
|
<div class="md-nav__link md-nav__container">
|
|
<a href="../../tools-custom/" class="md-nav__link ">
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|
|
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|
|
<span class="md-ellipsis">
|
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|
|
Custom Tools
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|
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|
|
</span>
|
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|
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</a>
|
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|
<label class="md-nav__link " for="__nav_4_2" id="__nav_4_2_label" tabindex="0">
|
|
<span class="md-nav__icon md-icon"></span>
|
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</label>
|
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|
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</div>
|
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|
|
<nav class="md-nav" data-md-level="2" aria-labelledby="__nav_4_2_label" aria-expanded="false">
|
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<label class="md-nav__title" for="__nav_4_2">
|
|
<span class="md-nav__icon md-icon"></span>
|
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|
|
Custom Tools
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|
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</label>
|
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<ul class="md-nav__list" data-md-scrollfix>
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<li class="md-nav__item md-nav__item--nested">
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<input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_4_2_2" >
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<label class="md-nav__link" for="__nav_4_2_2" id="__nav_4_2_2_label" tabindex="0">
|
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|
|
<span class="md-ellipsis">
|
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|
|
Function tools
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|
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</span>
|
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|
<span class="md-nav__icon md-icon"></span>
|
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</label>
|
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|
|
<nav class="md-nav" data-md-level="3" aria-labelledby="__nav_4_2_2_label" aria-expanded="false">
|
|
<label class="md-nav__title" for="__nav_4_2_2">
|
|
<span class="md-nav__icon md-icon"></span>
|
|
|
|
|
|
Function tools
|
|
|
|
|
|
</label>
|
|
<ul class="md-nav__list" data-md-scrollfix>
|
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<li class="md-nav__item">
|
|
<a href="../../tools-custom/function-tools/" class="md-nav__link">
|
|
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|
|
<span class="md-ellipsis">
|
|
|
|
|
|
Overview
|
|
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|
|
</span>
|
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</a>
|
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</li>
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<li class="md-nav__item">
|
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<a href="../../tools-custom/performance/" class="md-nav__link">
|
|
|
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|
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|
|
<span class="md-ellipsis">
|
|
|
|
|
|
Tool performance
|
|
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|
|
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|
|
</span>
|
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|
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|
|
|
</a>
|
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</li>
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<li class="md-nav__item">
|
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<a href="../../tools-custom/confirmation/" class="md-nav__link">
|
|
|
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|
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|
|
<span class="md-ellipsis">
|
|
|
|
|
|
Action confirmations
|
|
|
|
|
|
|
|
</span>
|
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|
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|
|
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</a>
|
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</li>
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</ul>
|
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</nav>
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</li>
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|
|
<li class="md-nav__item">
|
|
<a href="../../tools-custom/mcp-tools/" class="md-nav__link">
|
|
|
|
|
|
|
|
<span class="md-ellipsis">
|
|
|
|
|
|
MCP tools
|
|
|
|
|
|
|
|
</span>
|
|
|
|
|
|
|
|
</a>
|
|
</li>
|
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|
<li class="md-nav__item">
|
|
<a href="../../tools-custom/openapi-tools/" class="md-nav__link">
|
|
|
|
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|
|
<span class="md-ellipsis">
|
|
|
|
|
|
OpenAPI tools
|
|
|
|
|
|
|
|
</span>
|
|
|
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|
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|
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</a>
|
|
</li>
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<li class="md-nav__item">
|
|
<a href="../../tools-custom/authentication/" class="md-nav__link">
|
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|
<span class="md-ellipsis">
|
|
|
|
|
|
Authentication
|
|
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|
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|
|
</span>
|
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</a>
|
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</li>
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<li class="md-nav__item">
|
|
<a href="../../tools/limitations/" class="md-nav__link">
|
|
|
|
|
|
|
|
<span class="md-ellipsis">
|
|
|
|
|
|
Tool limitations
|
|
|
|
|
|
|
|
</span>
|
|
|
|
|
|
|
|
</a>
|
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</li>
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</ul>
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</nav>
|
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|
|
</li>
|
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|
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|
|
|
|
<li class="md-nav__item md-nav__item--nested">
|
|
|
|
|
|
|
|
<input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_4_3" >
|
|
|
|
|
|
<div class="md-nav__link md-nav__container">
|
|
<a href="../../artifacts/" class="md-nav__link ">
|
|
|
|
|
|
|
|
<span class="md-ellipsis">
|
|
|
|
|
|
Artifacts
|
|
|
|
|
|
|
|
</span>
|
|
|
|
|
|
|
|
</a>
|
|
|
|
</div>
|
|
|
|
<nav class="md-nav" data-md-level="2" aria-labelledby="__nav_4_3_label" aria-expanded="false">
|
|
<label class="md-nav__title" for="__nav_4_3">
|
|
<span class="md-nav__icon md-icon"></span>
|
|
|
|
|
|
Artifacts
|
|
|
|
|
|
</label>
|
|
<ul class="md-nav__list" data-md-scrollfix>
|
|
|
|
|
|
|
|
</ul>
|
|
</nav>
|
|
|
|
</li>
|
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|
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<li class="md-nav__item md-nav__item--nested">
|
|
|
|
|
|
|
|
<input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_4_4" >
|
|
|
|
|
|
<div class="md-nav__link md-nav__container">
|
|
<a href="../../skills/" class="md-nav__link ">
|
|
|
|
|
|
|
|
<span class="md-ellipsis">
|
|
|
|
|
|
Skills for Agents
|
|
|
|
|
|
|
|
</span>
|
|
|
|
|
|
|
|
</a>
|
|
|
|
</div>
|
|
|
|
<nav class="md-nav" data-md-level="2" aria-labelledby="__nav_4_4_label" aria-expanded="false">
|
|
<label class="md-nav__title" for="__nav_4_4">
|
|
<span class="md-nav__icon md-icon"></span>
|
|
|
|
|
|
Skills for Agents
|
|
|
|
|
|
</label>
|
|
<ul class="md-nav__list" data-md-scrollfix>
|
|
|
|
|
|
|
|
</ul>
|
|
</nav>
|
|
|
|
</li>
|
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|
|
|
|
|
|
|
<li class="md-nav__item md-nav__item--nested">
|
|
|
|
|
|
|
|
<input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_4_5" >
|
|
|
|
|
|
<div class="md-nav__link md-nav__container">
|
|
<a href="../../apps/" class="md-nav__link ">
|
|
|
|
|
|
|
|
<span class="md-ellipsis">
|
|
|
|
|
|
App management
|
|
|
|
|
|
|
|
</span>
|
|
|
|
|
|
|
|
</a>
|
|
|
|
|
|
<label class="md-nav__link " for="__nav_4_5" id="__nav_4_5_label" tabindex="0">
|
|
<span class="md-nav__icon md-icon"></span>
|
|
</label>
|
|
|
|
</div>
|
|
|
|
<nav class="md-nav" data-md-level="2" aria-labelledby="__nav_4_5_label" aria-expanded="false">
|
|
<label class="md-nav__title" for="__nav_4_5">
|
|
<span class="md-nav__icon md-icon"></span>
|
|
|
|
|
|
App management
|
|
|
|
|
|
</label>
|
|
<ul class="md-nav__list" data-md-scrollfix>
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
<li class="md-nav__item md-nav__item--nested">
|
|
|
|
|
|
|
|
<input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_4_5_2" >
|
|
|
|
|
|
<div class="md-nav__link md-nav__container">
|
|
<a href="../../callbacks/" class="md-nav__link ">
|
|
|
|
|
|
|
|
<span class="md-ellipsis">
|
|
|
|
|
|
Callbacks
|
|
|
|
|
|
|
|
</span>
|
|
|
|
|
|
|
|
</a>
|
|
|
|
|
|
<label class="md-nav__link " for="__nav_4_5_2" id="__nav_4_5_2_label" tabindex="0">
|
|
<span class="md-nav__icon md-icon"></span>
|
|
</label>
|
|
|
|
</div>
|
|
|
|
<nav class="md-nav" data-md-level="3" aria-labelledby="__nav_4_5_2_label" aria-expanded="false">
|
|
<label class="md-nav__title" for="__nav_4_5_2">
|
|
<span class="md-nav__icon md-icon"></span>
|
|
|
|
|
|
Callbacks
|
|
|
|
|
|
</label>
|
|
<ul class="md-nav__list" data-md-scrollfix>
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
<li class="md-nav__item">
|
|
<a href="../../callbacks/types-of-callbacks/" class="md-nav__link">
|
|
|
|
|
|
|
|
<span class="md-ellipsis">
|
|
|
|
|
|
Types of callbacks
|
|
|
|
|
|
|
|
</span>
|
|
|
|
|
|
|
|
</a>
|
|
</li>
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
<li class="md-nav__item">
|
|
<a href="../../callbacks/design-patterns-and-best-practices/" class="md-nav__link">
|
|
|
|
|
|
|
|
<span class="md-ellipsis">
|
|
|
|
|
|
Callback patterns
|
|
|
|
|
|
|
|
</span>
|
|
|
|
|
|
|
|
</a>
|
|
</li>
|
|
|
|
|
|
|
|
|
|
</ul>
|
|
</nav>
|
|
|
|
</li>
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
<li class="md-nav__item">
|
|
<a href="../../plugins/" class="md-nav__link">
|
|
|
|
|
|
|
|
<span class="md-ellipsis">
|
|
|
|
|
|
Plugins
|
|
|
|
|
|
|
|
</span>
|
|
|
|
|
|
|
|
</a>
|
|
</li>
|
|
|
|
|
|
|
|
|
|
</ul>
|
|
</nav>
|
|
|
|
</li>
|
|
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|
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|
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|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
<li class="md-nav__item md-nav__item--nested">
|
|
|
|
|
|
|
|
<input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_4_6" >
|
|
|
|
|
|
<div class="md-nav__link md-nav__container">
|
|
<a href="../../context/" class="md-nav__link ">
|
|
|
|
|
|
|
|
<span class="md-ellipsis">
|
|
|
|
|
|
Agent context
|
|
|
|
|
|
|
|
</span>
|
|
|
|
|
|
|
|
</a>
|
|
|
|
|
|
<label class="md-nav__link " for="__nav_4_6" id="__nav_4_6_label" tabindex="0">
|
|
<span class="md-nav__icon md-icon"></span>
|
|
</label>
|
|
|
|
</div>
|
|
|
|
<nav class="md-nav" data-md-level="2" aria-labelledby="__nav_4_6_label" aria-expanded="false">
|
|
<label class="md-nav__title" for="__nav_4_6">
|
|
<span class="md-nav__icon md-icon"></span>
|
|
|
|
|
|
Agent context
|
|
|
|
|
|
</label>
|
|
<ul class="md-nav__list" data-md-scrollfix>
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
<li class="md-nav__item">
|
|
<a href="../../sessions/" class="md-nav__link">
|
|
|
|
|
|
|
|
<span class="md-ellipsis">
|
|
|
|
|
|
Conversational context
|
|
|
|
|
|
|
|
</span>
|
|
|
|
|
|
|
|
</a>
|
|
</li>
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
|
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|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
<li class="md-nav__item md-nav__item--nested">
|
|
|
|
|
|
|
|
<input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_4_6_3" >
|
|
|
|
|
|
<div class="md-nav__link md-nav__container">
|
|
<a href="../../sessions/session/" class="md-nav__link ">
|
|
|
|
|
|
|
|
<span class="md-ellipsis">
|
|
|
|
|
|
Sessions
|
|
|
|
|
|
|
|
</span>
|
|
|
|
|
|
|
|
</a>
|
|
|
|
|
|
<label class="md-nav__link " for="__nav_4_6_3" id="__nav_4_6_3_label" tabindex="0">
|
|
<span class="md-nav__icon md-icon"></span>
|
|
</label>
|
|
|
|
</div>
|
|
|
|
<nav class="md-nav" data-md-level="3" aria-labelledby="__nav_4_6_3_label" aria-expanded="false">
|
|
<label class="md-nav__title" for="__nav_4_6_3">
|
|
<span class="md-nav__icon md-icon"></span>
|
|
|
|
|
|
Sessions
|
|
|
|
|
|
</label>
|
|
<ul class="md-nav__list" data-md-scrollfix>
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
<li class="md-nav__item">
|
|
<a href="../../sessions/session/rewind/" class="md-nav__link">
|
|
|
|
|
|
|
|
<span class="md-ellipsis">
|
|
|
|
|
|
Rewind sessions
|
|
|
|
|
|
|
|
</span>
|
|
|
|
|
|
|
|
</a>
|
|
</li>
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
<li class="md-nav__item">
|
|
<a href="../../sessions/session/migrate/" class="md-nav__link">
|
|
|
|
|
|
|
|
<span class="md-ellipsis">
|
|
|
|
|
|
Migrate sessions
|
|
|
|
|
|
|
|
</span>
|
|
|
|
|
|
|
|
</a>
|
|
</li>
|
|
|
|
|
|
|
|
|
|
</ul>
|
|
</nav>
|
|
|
|
</li>
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
<li class="md-nav__item">
|
|
<a href="../../sessions/state/" class="md-nav__link">
|
|
|
|
|
|
|
|
<span class="md-ellipsis">
|
|
|
|
|
|
State
|
|
|
|
|
|
|
|
</span>
|
|
|
|
|
|
|
|
</a>
|
|
</li>
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
<li class="md-nav__item">
|
|
<a href="../../events/" class="md-nav__link">
|
|
|
|
|
|
|
|
<span class="md-ellipsis">
|
|
|
|
|
|
Events
|
|
|
|
|
|
|
|
</span>
|
|
|
|
|
|
|
|
</a>
|
|
</li>
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
<li class="md-nav__item">
|
|
<a href="../../sessions/memory/" class="md-nav__link">
|
|
|
|
|
|
|
|
<span class="md-ellipsis">
|
|
|
|
|
|
Memory
|
|
|
|
|
|
|
|
</span>
|
|
|
|
|
|
|
|
</a>
|
|
</li>
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
<li class="md-nav__item">
|
|
<a href="../../context/compaction/" class="md-nav__link">
|
|
|
|
|
|
|
|
<span class="md-ellipsis">
|
|
|
|
|
|
Context compression
|
|
|
|
|
|
|
|
</span>
|
|
|
|
|
|
|
|
</a>
|
|
</li>
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
<li class="md-nav__item">
|
|
<a href="../../context/caching/" class="md-nav__link">
|
|
|
|
|
|
|
|
<span class="md-ellipsis">
|
|
|
|
|
|
Model context caching
|
|
|
|
|
|
|
|
</span>
|
|
|
|
|
|
|
|
</a>
|
|
</li>
|
|
|
|
|
|
|
|
|
|
</ul>
|
|
</nav>
|
|
|
|
</li>
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
<li class="md-nav__item md-nav__item--nested">
|
|
|
|
|
|
|
|
<input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_4_7" >
|
|
|
|
|
|
<div class="md-nav__link md-nav__container">
|
|
<a href="../../mcp/" class="md-nav__link ">
|
|
|
|
|
|
|
|
<span class="md-ellipsis">
|
|
|
|
|
|
MCP
|
|
|
|
|
|
|
|
</span>
|
|
|
|
|
|
|
|
</a>
|
|
|
|
</div>
|
|
|
|
<nav class="md-nav" data-md-level="2" aria-labelledby="__nav_4_7_label" aria-expanded="false">
|
|
<label class="md-nav__title" for="__nav_4_7">
|
|
<span class="md-nav__icon md-icon"></span>
|
|
|
|
|
|
MCP
|
|
|
|
|
|
</label>
|
|
<ul class="md-nav__list" data-md-scrollfix>
|
|
|
|
|
|
|
|
</ul>
|
|
</nav>
|
|
|
|
</li>
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
<li class="md-nav__item md-nav__item--nested">
|
|
|
|
|
|
|
|
<input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_4_8" >
|
|
|
|
|
|
<div class="md-nav__link md-nav__container">
|
|
<a href="../../a2a/" class="md-nav__link ">
|
|
|
|
|
|
|
|
<span class="md-ellipsis">
|
|
|
|
|
|
A2A Protocol
|
|
|
|
|
|
|
|
</span>
|
|
|
|
|
|
|
|
</a>
|
|
|
|
|
|
<label class="md-nav__link " for="__nav_4_8" id="__nav_4_8_label" tabindex="0">
|
|
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A2A Quickstart (Consuming)
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<span class="md-nav__icon md-icon"></span>
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A2A Quickstart (Consuming)
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Java
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<a href="../../a2a/quickstart-consuming-kotlin/" class="md-nav__link">
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<span class="md-ellipsis">
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Kotlin
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</span>
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</a>
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</nav>
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<li class="md-nav__item">
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<a href="../../a2a/a2a-extension/" class="md-nav__link">
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A2A Extension
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</span>
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</a>
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<li class="md-nav__item md-nav__item--nested">
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<a href="../../live/" class="md-nav__link ">
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Live and Voice Agents
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</a>
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Live and Voice Agents
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<span class="md-nav__icon md-icon"></span>
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Tools
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</a>
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<li class="md-nav__item">
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<a href="../../live/sessions/" class="md-nav__link">
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<span class="md-ellipsis">
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Sessions
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</span>
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</a>
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<li class="md-nav__item">
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<a href="../../live/events/" class="md-nav__link">
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<span class="md-ellipsis">
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Events
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</span>
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</a>
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<li class="md-nav__item">
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<a href="../../live/audio-video/" class="md-nav__link">
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<span class="md-ellipsis">
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Audio and video
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</span>
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</a>
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</li>
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<li class="md-nav__item">
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<a href="../../live/configuration/" class="md-nav__link">
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<span class="md-ellipsis">
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Configuration
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</span>
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</a>
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</nav>
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<li class="md-nav__item md-nav__item--nested">
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<input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_4_9_4" >
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<label class="md-nav__link" for="__nav_4_9_4" id="__nav_4_9_4_label" tabindex="0">
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<span class="md-ellipsis">
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Production
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|
|
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</span>
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<span class="md-nav__icon md-icon"></span>
|
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</label>
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<nav class="md-nav" data-md-level="3" aria-labelledby="__nav_4_9_4_label" aria-expanded="false">
|
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<label class="md-nav__title" for="__nav_4_9_4">
|
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<span class="md-nav__icon md-icon"></span>
|
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Production
|
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</label>
|
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<ul class="md-nav__list" data-md-scrollfix>
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<li class="md-nav__item">
|
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<a href="../../live/evaluation/" class="md-nav__link">
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<span class="md-ellipsis">
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Evaluation
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</span>
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</a>
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</li>
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<li class="md-nav__item">
|
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<a href="../../live/custom-server/" class="md-nav__link">
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|
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<span class="md-ellipsis">
|
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Build a custom server
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</span>
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</a>
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</li>
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</ul>
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</nav>
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</li>
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<li class="md-nav__item">
|
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<a href="../../live/models/" class="md-nav__link">
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<span class="md-ellipsis">
|
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Supported models
|
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</span>
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</a>
|
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</li>
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</ul>
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</nav>
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</li>
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<li class="md-nav__item md-nav__item--nested">
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<input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_4_10" >
|
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<div class="md-nav__link md-nav__container">
|
|
<a href="../../grounding/" class="md-nav__link ">
|
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|
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<span class="md-ellipsis">
|
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|
Grounding
|
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</span>
|
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</a>
|
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<label class="md-nav__link " for="__nav_4_10" id="__nav_4_10_label" tabindex="0">
|
|
<span class="md-nav__icon md-icon"></span>
|
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</label>
|
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</div>
|
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|
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<nav class="md-nav" data-md-level="2" aria-labelledby="__nav_4_10_label" aria-expanded="false">
|
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<label class="md-nav__title" for="__nav_4_10">
|
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<span class="md-nav__icon md-icon"></span>
|
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Grounding
|
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</label>
|
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<ul class="md-nav__list" data-md-scrollfix>
|
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<li class="md-nav__item">
|
|
<a href="../../grounding/google_search_grounding/" class="md-nav__link">
|
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|
|
<span class="md-ellipsis">
|
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Google Search Grounding
|
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</span>
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</a>
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</li>
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<li class="md-nav__item">
|
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<a href="../../grounding/grounding_with_search/" class="md-nav__link">
|
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|
|
<span class="md-ellipsis">
|
|
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|
|
Grounding with Search
|
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|
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</span>
|
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</a>
|
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</li>
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</ul>
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</nav>
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</li>
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</ul>
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</nav>
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</li>
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<li class="md-nav__item md-nav__item--nested">
|
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|
|
<input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_5" >
|
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|
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<div class="md-nav__link md-nav__container">
|
|
<a href="../" class="md-nav__link ">
|
|
|
|
|
|
|
|
<span class="md-ellipsis">
|
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|
|
Integrations
|
|
|
|
|
|
|
|
</span>
|
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|
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</a>
|
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</div>
|
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|
|
<nav class="md-nav" data-md-level="1" aria-labelledby="__nav_5_label" aria-expanded="false">
|
|
<label class="md-nav__title" for="__nav_5">
|
|
<span class="md-nav__icon md-icon"></span>
|
|
|
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|
|
Integrations
|
|
|
|
|
|
</label>
|
|
<ul class="md-nav__list" data-md-scrollfix>
|
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</ul>
|
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</nav>
|
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</li>
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<li class="md-nav__item md-nav__item--nested">
|
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|
|
<input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_6" >
|
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<label class="md-nav__link" for="__nav_6" id="__nav_6_label" tabindex="0">
|
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|
<span class="md-ellipsis">
|
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|
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|
|
Reference
|
|
|
|
|
|
|
|
</span>
|
|
|
|
|
|
|
|
<span class="md-nav__icon md-icon"></span>
|
|
</label>
|
|
|
|
<nav class="md-nav" data-md-level="1" aria-labelledby="__nav_6_label" aria-expanded="false">
|
|
<label class="md-nav__title" for="__nav_6">
|
|
<span class="md-nav__icon md-icon"></span>
|
|
|
|
|
|
Reference
|
|
|
|
|
|
</label>
|
|
<ul class="md-nav__list" data-md-scrollfix>
|
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<li class="md-nav__item md-nav__item--nested">
|
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|
|
<input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_6_1" >
|
|
|
|
|
|
<div class="md-nav__link md-nav__container">
|
|
<a href="../../api-reference/" class="md-nav__link ">
|
|
|
|
|
|
|
|
<span class="md-ellipsis">
|
|
|
|
|
|
API Reference
|
|
|
|
|
|
|
|
</span>
|
|
|
|
|
|
|
|
</a>
|
|
|
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|
|
<label class="md-nav__link " for="__nav_6_1" id="__nav_6_1_label" tabindex="0">
|
|
<span class="md-nav__icon md-icon"></span>
|
|
</label>
|
|
|
|
</div>
|
|
|
|
<nav class="md-nav" data-md-level="2" aria-labelledby="__nav_6_1_label" aria-expanded="false">
|
|
<label class="md-nav__title" for="__nav_6_1">
|
|
<span class="md-nav__icon md-icon"></span>
|
|
|
|
|
|
API Reference
|
|
|
|
|
|
</label>
|
|
<ul class="md-nav__list" data-md-scrollfix>
|
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<li class="md-nav__item">
|
|
<a href="../../api-reference/python/" class="md-nav__link">
|
|
|
|
|
|
|
|
<span class="md-ellipsis">
|
|
|
|
|
|
Python ADK
|
|
|
|
|
|
|
|
</span>
|
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|
|
</a>
|
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</li>
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<li class="md-nav__item">
|
|
<a href="../../api-reference/typescript/" class="md-nav__link">
|
|
|
|
|
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|
|
<span class="md-ellipsis">
|
|
|
|
|
|
TypeScript ADK
|
|
|
|
|
|
|
|
</span>
|
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|
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|
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</a>
|
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</li>
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<li class="md-nav__item md-nav__item--nested">
|
|
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|
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|
|
<input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_6_1_4" >
|
|
|
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|
|
<label class="md-nav__link" for="__nav_6_1_4" id="__nav_6_1_4_label" tabindex="0">
|
|
|
|
|
|
|
|
<span class="md-ellipsis">
|
|
|
|
|
|
Go ADK
|
|
|
|
|
|
|
|
</span>
|
|
|
|
|
|
|
|
<span class="md-nav__icon md-icon"></span>
|
|
</label>
|
|
|
|
<nav class="md-nav" data-md-level="3" aria-labelledby="__nav_6_1_4_label" aria-expanded="false">
|
|
<label class="md-nav__title" for="__nav_6_1_4">
|
|
<span class="md-nav__icon md-icon"></span>
|
|
|
|
|
|
Go ADK
|
|
|
|
|
|
</label>
|
|
<ul class="md-nav__list" data-md-scrollfix>
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
<li class="md-nav__item">
|
|
<a href="https://pkg.go.dev/google.golang.org/adk/v2" target="_blank" class="md-nav__link">
|
|
|
|
|
|
|
|
<span class="md-ellipsis">
|
|
|
|
|
|
Go v2.x
|
|
|
|
|
|
|
|
</span>
|
|
|
|
|
|
|
|
</a>
|
|
</li>
|
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|
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|
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|
|
<li class="md-nav__item">
|
|
<a href="https://pkg.go.dev/google.golang.org/adk" target="_blank" class="md-nav__link">
|
|
|
|
|
|
|
|
<span class="md-ellipsis">
|
|
|
|
|
|
Go v1.x
|
|
|
|
|
|
|
|
</span>
|
|
|
|
|
|
|
|
</a>
|
|
</li>
|
|
|
|
|
|
|
|
|
|
</ul>
|
|
</nav>
|
|
|
|
</li>
|
|
|
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|
|
|
|
|
|
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|
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|
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|
|
<li class="md-nav__item">
|
|
<a href="../../api-reference/java/" class="md-nav__link">
|
|
|
|
|
|
|
|
<span class="md-ellipsis">
|
|
|
|
|
|
Java ADK
|
|
|
|
|
|
|
|
</span>
|
|
|
|
|
|
|
|
</a>
|
|
</li>
|
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|
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|
|
<li class="md-nav__item">
|
|
<a href="../../api-reference/kotlin/" class="md-nav__link">
|
|
|
|
|
|
|
|
<span class="md-ellipsis">
|
|
|
|
|
|
Kotlin ADK
|
|
|
|
|
|
|
|
</span>
|
|
|
|
|
|
|
|
</a>
|
|
</li>
|
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|
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|
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|
|
<li class="md-nav__item">
|
|
<a href="../../api-reference/cli/" class="md-nav__link">
|
|
|
|
|
|
|
|
<span class="md-ellipsis">
|
|
|
|
|
|
CLI Reference
|
|
|
|
|
|
|
|
</span>
|
|
|
|
|
|
|
|
</a>
|
|
</li>
|
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|
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|
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|
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|
|
<li class="md-nav__item">
|
|
<a href="../../api-reference/agentconfig/" class="md-nav__link">
|
|
|
|
|
|
|
|
<span class="md-ellipsis">
|
|
|
|
|
|
Agent Config Reference
|
|
|
|
|
|
|
|
</span>
|
|
|
|
|
|
|
|
</a>
|
|
</li>
|
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|
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|
|
<li class="md-nav__item">
|
|
<a href="../../api-reference/rest/" class="md-nav__link">
|
|
|
|
|
|
|
|
<span class="md-ellipsis">
|
|
|
|
|
|
REST API
|
|
|
|
|
|
|
|
</span>
|
|
|
|
|
|
|
|
</a>
|
|
</li>
|
|
|
|
|
|
|
|
|
|
</ul>
|
|
</nav>
|
|
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|
</li>
|
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|
|
<li class="md-nav__item">
|
|
<a href="../../release-notes/" class="md-nav__link">
|
|
|
|
|
|
|
|
<span class="md-ellipsis">
|
|
|
|
|
|
Release Notes
|
|
|
|
|
|
|
|
</span>
|
|
|
|
|
|
|
|
</a>
|
|
</li>
|
|
|
|
|
|
|
|
|
|
</ul>
|
|
</nav>
|
|
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|
</li>
|
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|
|
<li class="md-nav__item md-nav__item--nested">
|
|
|
|
|
|
|
|
<input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_7" >
|
|
|
|
|
|
<div class="md-nav__link md-nav__container">
|
|
<a href="../../community/" class="md-nav__link ">
|
|
|
|
|
|
|
|
<span class="md-ellipsis">
|
|
|
|
|
|
Community
|
|
|
|
|
|
|
|
</span>
|
|
|
|
|
|
|
|
</a>
|
|
|
|
|
|
<label class="md-nav__link " for="__nav_7" id="__nav_7_label" tabindex="0">
|
|
<span class="md-nav__icon md-icon"></span>
|
|
</label>
|
|
|
|
</div>
|
|
|
|
<nav class="md-nav" data-md-level="1" aria-labelledby="__nav_7_label" aria-expanded="false">
|
|
<label class="md-nav__title" for="__nav_7">
|
|
<span class="md-nav__icon md-icon"></span>
|
|
|
|
|
|
Community
|
|
|
|
|
|
</label>
|
|
<ul class="md-nav__list" data-md-scrollfix>
|
|
|
|
|
|
|
|
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<h1 id="google-cloud-gke-code-executor-tool-for-adk">Google Cloud GKE Code Executor tool for ADK<a class="headerlink" href="#google-cloud-gke-code-executor-tool-for-adk" title="Permanent link">¶</a></h1>
|
|
<div class="language-support-tag">
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<span class="lst-supported">Supported in ADK</span><span class="lst-python">Python v1.14.0</span>
|
|
</div>
|
|
|
|
<p>The GKE Code Executor (<code>GkeCodeExecutor</code>) provides a secure and scalable method
|
|
for running LLM-generated code by leveraging Google Kubernetes Engine (GKE). You should use this executor for production environments on GKE where security and isolation are critical. It supports two execution modes:</p>
|
|
<ol>
|
|
<li><strong>Sandbox Mode (Recommended):</strong> Utilizes the <a href="https://github.com/kubernetes-sigs/agent-sandbox">Agent Sandbox</a> client to execute code within sandbox instances created on-demand from a template. This mode offers lower latency by using <a href="https://docs.cloud.google.com/kubernetes-engine/docs/how-to/agent-sandbox#create_a_sandboxtemplate_and_sandboxwarmpool">pre-warmed sandboxes</a> and supports more direct interaction with the sandbox environment.</li>
|
|
<li><strong>Job Mode:</strong> Uses the GKE Sandbox environment with gVisor for workload isolation. For each code execution request, it dynamically creates an ephemeral, sandboxed Kubernetes Job with a hardened Pod configuration. This mode is provided for backward compatibility.</li>
|
|
</ol>
|
|
<h2 id="execution-modes">Execution Modes<a class="headerlink" href="#execution-modes" title="Permanent link">¶</a></h2>
|
|
<h3 id="sandbox-mode-executor_typesandbox">Sandbox Mode (<code>executor_type="sandbox"</code>)<a class="headerlink" href="#sandbox-mode-executor_typesandbox" title="Permanent link">¶</a></h3>
|
|
<p>This is the recommended mode. It uses the <code>k8s-agent-sandbox</code> client library to create and communicate with the Agent Sandbox in the GKE Cluster. When a request to execute code is made, it performs the following steps:</p>
|
|
<ol>
|
|
<li>Creates a <code>SandboxClaim</code> using the specified template.</li>
|
|
<li>Waits for the sandbox instance to become ready.</li>
|
|
<li>Executes the code in the claimed sandbox.</li>
|
|
<li>Retrieves the standard output and error.</li>
|
|
<li>Deletes the <code>SandboxClaim</code>, which in turn cleans up the sandbox instance.</li>
|
|
</ol>
|
|
<p>This approach is faster than the Job mode as it leverages pre-warmed sandboxes and optimizes startup time provided by the Agent Sandbox controller.</p>
|
|
<p><strong>Key Benefits:</strong></p>
|
|
<p>In addition to all the benefits of the Job mode, Sandbox mode also offers the following features:</p>
|
|
<ul>
|
|
<li><strong>Lower Latency:</strong> Aims to reduce startup time compared to creating full Kubernetes Jobs.</li>
|
|
<li><strong>Managed Environment:</strong> Leverages the Agent Sandbox framework for sandbox lifecycle management.</li>
|
|
</ul>
|
|
<p><strong>Prerequisites:</strong></p>
|
|
<ul>
|
|
<li>An existing Agent Sandbox deployment in your GKE cluster, including the sandbox controller and it's extensions (e.g., sandbox claim controller & sandbox warmpool controller), router, gateway and relevant <code>SandboxTemplate</code> resources (e.g., <code>python-sandbox-template</code>).</li>
|
|
<li>The necessary RBAC permissions for the ADK agent to create and delete <code>SandboxClaim</code> resources.</li>
|
|
</ul>
|
|
<h3 id="job-mode-executor_typejob">Job Mode (<code>executor_type="job"</code>)<a class="headerlink" href="#job-mode-executor_typejob" title="Permanent link">¶</a></h3>
|
|
<p>This mode is provided for backward compatibility. When a request to execute code is made, the <code>GkeCodeExecutor</code> performs the following steps:</p>
|
|
<ol>
|
|
<li><strong>Creates a ConfigMap:</strong> A Kubernetes ConfigMap is created to store the Python code that needs to be executed.</li>
|
|
<li><strong>Creates a Sandboxed Pod:</strong> A new Kubernetes Job is created, which in turn creates a Pod with a hardened security context and the gVisor runtime enabled. The code from the ConfigMap is mounted into this Pod.</li>
|
|
<li><strong>Executes the Code:</strong> The code is executed within the sandboxed Pod, isolated from the underlying node and other workloads.</li>
|
|
<li><strong>Retrieves the Result:</strong> The standard output and error streams from the execution are captured from the Pod's logs.</li>
|
|
<li><strong>Cleans Up Resources:</strong> Once the execution is complete, the Job and the associated ConfigMap are automatically deleted, ensuring that no artifacts are left behind.</li>
|
|
</ol>
|
|
<p><strong>Key Benefits:</strong></p>
|
|
<ul>
|
|
<li><strong>Enhanced Security:</strong> Code is executed in a gVisor-sandboxed environment with kernel-level isolation.</li>
|
|
<li><strong>Ephemeral Environments:</strong> Each code execution runs in its own ephemeral Pod, to prevent state transfer between executions.</li>
|
|
<li><strong>Resource Control:</strong> You can configure CPU and memory limits for the execution Pods to prevent resource abuse.</li>
|
|
<li><strong>Scalability:</strong> Allows you to run a large number of code executions in parallel, with GKE handling the scheduling and scaling of the underlying nodes.</li>
|
|
<li><strong>Minimal Setup:</strong> Relies on standard GKE features and gVisor.</li>
|
|
</ul>
|
|
<h2 id="system-requirements">System requirements<a class="headerlink" href="#system-requirements" title="Permanent link">¶</a></h2>
|
|
<p>The following requirements must be met to successfully deploy your ADK project
|
|
with the GKE Code Executor tool:</p>
|
|
<ul>
|
|
<li>GKE cluster with a <strong>gVisor-enabled node pool</strong> (required for both Job Mode's default image and typical Agent Sandbox templates).</li>
|
|
<li>Agent's service account requires specific <strong>RBAC permissions</strong>:<ul>
|
|
<li><strong>Job Mode:</strong> Create, watch, and delete <strong>Jobs</strong>; Manage <strong>ConfigMaps</strong>; List <strong>Pods</strong> and read their <strong>logs</strong>. For a complete, ready-to-use configuration for Job Mode, see the
|
|
<a href="https://github.com/google/adk-python/blob/main/contributing/samples/integrations/gke_agent_sandbox/deployment_rbac.yaml">deployment_rbac.yaml</a>
|
|
sample.</li>
|
|
<li><strong>Sandbox Mode:</strong> Permissions to create, get, watch, and delete <strong>SandboxClaim</strong> and <strong>Sandbox</strong> resources within the namespace where the Agent Sandbox is deployed.</li>
|
|
</ul>
|
|
</li>
|
|
<li>Install the client library with the appropriate extras: <code>pip install google-adk[gke]</code></li>
|
|
</ul>
|
|
<h2 id="configuration-parameters">Configuration parameters<a class="headerlink" href="#configuration-parameters" title="Permanent link">¶</a></h2>
|
|
<p>The <code>GkeCodeExecutor</code> can be configured with the following parameters:</p>
|
|
<table>
|
|
<thead>
|
|
<tr>
|
|
<th>Parameter</th>
|
|
<th>Type</th>
|
|
<th>Description</th>
|
|
</tr>
|
|
</thead>
|
|
<tbody>
|
|
<tr>
|
|
<td><code>namespace</code></td>
|
|
<td><code>str</code></td>
|
|
<td>Kubernetes namespace where the execution resources (Jobs or SandboxClaims) will be created. Defaults to <code>"default"</code>.</td>
|
|
</tr>
|
|
<tr>
|
|
<td><code>executor_type</code></td>
|
|
<td><code>Literal["job", "sandbox"]</code></td>
|
|
<td>Specifies the execution mode. Defaults to <code>"job"</code>.</td>
|
|
</tr>
|
|
<tr>
|
|
<td><code>image</code></td>
|
|
<td><code>str</code></td>
|
|
<td>(Job Mode) Container image to use for the execution Pod. Defaults to <code>"python:3.11-slim"</code>.</td>
|
|
</tr>
|
|
<tr>
|
|
<td><code>timeout_seconds</code></td>
|
|
<td><code>int</code></td>
|
|
<td>(Job Mode) Timeout in seconds for the code execution. Defaults to <code>300</code>.</td>
|
|
</tr>
|
|
<tr>
|
|
<td><code>cpu_requested</code></td>
|
|
<td><code>str</code></td>
|
|
<td>(Job Mode) Amount of CPU to request for the execution Pod. Defaults to <code>"200m"</code>.</td>
|
|
</tr>
|
|
<tr>
|
|
<td><code>mem_requested</code></td>
|
|
<td><code>str</code></td>
|
|
<td>(Job Mode) Amount of memory to request for the execution Pod. Defaults to <code>"256Mi"</code>.</td>
|
|
</tr>
|
|
<tr>
|
|
<td><code>cpu_limit</code></td>
|
|
<td><code>str</code></td>
|
|
<td>(Job Mode) Maximum amount of CPU the execution Pod can use. Defaults to <code>"500m"</code>.</td>
|
|
</tr>
|
|
<tr>
|
|
<td><code>mem_limit</code></td>
|
|
<td><code>str</code></td>
|
|
<td>(Job Mode) Maximum amount of memory the execution Pod can use. Defaults to <code>"512Mi"</code>.</td>
|
|
</tr>
|
|
<tr>
|
|
<td><code>kubeconfig_path</code></td>
|
|
<td><code>str</code></td>
|
|
<td>Path to a kubeconfig file to use for authentication. Falls back to in-cluster config or the default local kubeconfig.</td>
|
|
</tr>
|
|
<tr>
|
|
<td><code>kubeconfig_context</code></td>
|
|
<td><code>str</code></td>
|
|
<td>The <code>kubeconfig</code> context to use.</td>
|
|
</tr>
|
|
<tr>
|
|
<td><code>sandbox_gateway_name</code></td>
|
|
<td><code>str \| None</code></td>
|
|
<td>(Sandbox Mode) The name of the sandbox gateway to use. Optional.</td>
|
|
</tr>
|
|
<tr>
|
|
<td><code>sandbox_template</code></td>
|
|
<td><code>str \| None</code></td>
|
|
<td>(Sandbox Mode) The name of the <code>SandboxTemplate</code> to use. Defaults to <code>"python-sandbox-template"</code>.</td>
|
|
</tr>
|
|
</tbody>
|
|
</table>
|
|
<h2 id="usage-examples">Usage Examples<a class="headerlink" href="#usage-examples" title="Permanent link">¶</a></h2>
|
|
<div class="tabbed-set tabbed-alternate" data-tabs="1:2"><input checked="checked" id="python---sandbox-mode-recommended" name="__tabbed_1" type="radio" /><input id="python---job-mode" name="__tabbed_1" type="radio" /><div class="tabbed-labels"><label for="python---sandbox-mode-recommended">Python - Sandbox Mode (Recommended)</label><label for="python---job-mode">Python - Job Mode</label></div>
|
|
<div class="tabbed-content">
|
|
<div class="tabbed-block">
|
|
<div class="language-python highlight"><pre><span></span><code><span id="__span-0-1"><a id="__codelineno-0-1" name="__codelineno-0-1" href="#__codelineno-0-1"></a><span class="kn">from</span><span class="w"> </span><span class="nn">google.adk.agents</span><span class="w"> </span><span class="kn">import</span> <span class="n">LlmAgent</span>
|
|
</span><span id="__span-0-2"><a id="__codelineno-0-2" name="__codelineno-0-2" href="#__codelineno-0-2"></a><span class="kn">from</span><span class="w"> </span><span class="nn">google.adk.code_executors</span><span class="w"> </span><span class="kn">import</span> <span class="n">GkeCodeExecutor</span>
|
|
</span><span id="__span-0-3"><a id="__codelineno-0-3" name="__codelineno-0-3" href="#__codelineno-0-3"></a><span class="kn">from</span><span class="w"> </span><span class="nn">google.adk.code_executors.code_execution_utils</span><span class="w"> </span><span class="kn">import</span> <span class="n">CodeExecutionInput</span>
|
|
</span><span id="__span-0-4"><a id="__codelineno-0-4" name="__codelineno-0-4" href="#__codelineno-0-4"></a><span class="kn">from</span><span class="w"> </span><span class="nn">google.adk.agents.invocation_context</span><span class="w"> </span><span class="kn">import</span> <span class="n">InvocationContext</span>
|
|
</span><span id="__span-0-5"><a id="__codelineno-0-5" name="__codelineno-0-5" href="#__codelineno-0-5"></a>
|
|
</span><span id="__span-0-6"><a id="__codelineno-0-6" name="__codelineno-0-6" href="#__codelineno-0-6"></a><span class="c1"># Initialize the executor for Sandbox Mode</span>
|
|
</span><span id="__span-0-7"><a id="__codelineno-0-7" name="__codelineno-0-7" href="#__codelineno-0-7"></a><span class="c1"># Namespace should have RBAC for SandboxClaims and Sandbox</span>
|
|
</span><span id="__span-0-8"><a id="__codelineno-0-8" name="__codelineno-0-8" href="#__codelineno-0-8"></a><span class="n">gke_sandbox_executor</span> <span class="o">=</span> <span class="n">GkeCodeExecutor</span><span class="p">(</span>
|
|
</span><span id="__span-0-9"><a id="__codelineno-0-9" name="__codelineno-0-9" href="#__codelineno-0-9"></a> <span class="n">namespace</span><span class="o">=</span><span class="s2">"agent-sandbox-system"</span><span class="p">,</span> <span class="c1"># Typically where agent-sandbox is installed</span>
|
|
</span><span id="__span-0-10"><a id="__codelineno-0-10" name="__codelineno-0-10" href="#__codelineno-0-10"></a> <span class="n">executor_type</span><span class="o">=</span><span class="s2">"sandbox"</span><span class="p">,</span>
|
|
</span><span id="__span-0-11"><a id="__codelineno-0-11" name="__codelineno-0-11" href="#__codelineno-0-11"></a> <span class="n">sandbox_template</span><span class="o">=</span><span class="s2">"python-sandbox-template"</span><span class="p">,</span>
|
|
</span><span id="__span-0-12"><a id="__codelineno-0-12" name="__codelineno-0-12" href="#__codelineno-0-12"></a> <span class="n">sandbox_gateway_name</span><span class="o">=</span><span class="s2">"your-gateway-name"</span><span class="p">,</span> <span class="c1"># Optional</span>
|
|
</span><span id="__span-0-13"><a id="__codelineno-0-13" name="__codelineno-0-13" href="#__codelineno-0-13"></a><span class="p">)</span>
|
|
</span><span id="__span-0-14"><a id="__codelineno-0-14" name="__codelineno-0-14" href="#__codelineno-0-14"></a>
|
|
</span><span id="__span-0-15"><a id="__codelineno-0-15" name="__codelineno-0-15" href="#__codelineno-0-15"></a><span class="c1"># Example direct execution:</span>
|
|
</span><span id="__span-0-16"><a id="__codelineno-0-16" name="__codelineno-0-16" href="#__codelineno-0-16"></a><span class="n">ctx</span> <span class="o">=</span> <span class="n">InvocationContext</span><span class="p">()</span>
|
|
</span><span id="__span-0-17"><a id="__codelineno-0-17" name="__codelineno-0-17" href="#__codelineno-0-17"></a><span class="n">result</span> <span class="o">=</span> <span class="n">gke_sandbox_executor</span><span class="o">.</span><span class="n">execute_code</span><span class="p">(</span><span class="n">ctx</span><span class="p">,</span> <span class="n">CodeExecutionInput</span><span class="p">(</span><span class="n">code</span><span class="o">=</span><span class="s2">"print('Hello from Sandbox Mode')"</span><span class="p">))</span>
|
|
</span><span id="__span-0-18"><a id="__codelineno-0-18" name="__codelineno-0-18" href="#__codelineno-0-18"></a><span class="nb">print</span><span class="p">(</span><span class="n">result</span><span class="o">.</span><span class="n">stdout</span><span class="p">)</span>
|
|
</span><span id="__span-0-19"><a id="__codelineno-0-19" name="__codelineno-0-19" href="#__codelineno-0-19"></a>
|
|
</span><span id="__span-0-20"><a id="__codelineno-0-20" name="__codelineno-0-20" href="#__codelineno-0-20"></a><span class="c1"># Example with an Agent:</span>
|
|
</span><span id="__span-0-21"><a id="__codelineno-0-21" name="__codelineno-0-21" href="#__codelineno-0-21"></a><span class="n">gke_sandbox_agent</span> <span class="o">=</span> <span class="n">LlmAgent</span><span class="p">(</span>
|
|
</span><span id="__span-0-22"><a id="__codelineno-0-22" name="__codelineno-0-22" href="#__codelineno-0-22"></a> <span class="n">name</span><span class="o">=</span><span class="s2">"gke_sandbox_coding_agent"</span><span class="p">,</span>
|
|
</span><span id="__span-0-23"><a id="__codelineno-0-23" name="__codelineno-0-23" href="#__codelineno-0-23"></a> <span class="n">model</span><span class="o">=</span><span class="s2">"gemini-flash-latest"</span><span class="p">,</span>
|
|
</span><span id="__span-0-24"><a id="__codelineno-0-24" name="__codelineno-0-24" href="#__codelineno-0-24"></a> <span class="n">instruction</span><span class="o">=</span><span class="s2">"You are a helpful AI agent that writes and executes Python code using sandboxes."</span><span class="p">,</span>
|
|
</span><span id="__span-0-25"><a id="__codelineno-0-25" name="__codelineno-0-25" href="#__codelineno-0-25"></a> <span class="n">code_executor</span><span class="o">=</span><span class="n">gke_sandbox_executor</span><span class="p">,</span>
|
|
</span><span id="__span-0-26"><a id="__codelineno-0-26" name="__codelineno-0-26" href="#__codelineno-0-26"></a><span class="p">)</span>
|
|
</span></code></pre></div>
|
|
</div>
|
|
<div class="tabbed-block">
|
|
<div class="language-python highlight"><pre><span></span><code><span id="__span-1-1"><a id="__codelineno-1-1" name="__codelineno-1-1" href="#__codelineno-1-1"></a><span class="kn">from</span><span class="w"> </span><span class="nn">google.adk.agents</span><span class="w"> </span><span class="kn">import</span> <span class="n">LlmAgent</span>
|
|
</span><span id="__span-1-2"><a id="__codelineno-1-2" name="__codelineno-1-2" href="#__codelineno-1-2"></a><span class="kn">from</span><span class="w"> </span><span class="nn">google.adk.code_executors</span><span class="w"> </span><span class="kn">import</span> <span class="n">GkeCodeExecutor</span>
|
|
</span><span id="__span-1-3"><a id="__codelineno-1-3" name="__codelineno-1-3" href="#__codelineno-1-3"></a><span class="kn">from</span><span class="w"> </span><span class="nn">google.adk.code_executors.code_execution_utils</span><span class="w"> </span><span class="kn">import</span> <span class="n">CodeExecutionInput</span>
|
|
</span><span id="__span-1-4"><a id="__codelineno-1-4" name="__codelineno-1-4" href="#__codelineno-1-4"></a><span class="kn">from</span><span class="w"> </span><span class="nn">google.adk.agents.invocation_context</span><span class="w"> </span><span class="kn">import</span> <span class="n">InvocationContext</span>
|
|
</span><span id="__span-1-5"><a id="__codelineno-1-5" name="__codelineno-1-5" href="#__codelineno-1-5"></a>
|
|
</span><span id="__span-1-6"><a id="__codelineno-1-6" name="__codelineno-1-6" href="#__codelineno-1-6"></a><span class="c1"># Initialize the executor for Job Mode</span>
|
|
</span><span id="__span-1-7"><a id="__codelineno-1-7" name="__codelineno-1-7" href="#__codelineno-1-7"></a><span class="c1"># Namespace should have RBAC for Jobs, ConfigMaps, Pods, Logs</span>
|
|
</span><span id="__span-1-8"><a id="__codelineno-1-8" name="__codelineno-1-8" href="#__codelineno-1-8"></a><span class="n">gke_executor</span> <span class="o">=</span> <span class="n">GkeCodeExecutor</span><span class="p">(</span>
|
|
</span><span id="__span-1-9"><a id="__codelineno-1-9" name="__codelineno-1-9" href="#__codelineno-1-9"></a> <span class="n">namespace</span><span class="o">=</span><span class="s2">"agent-ns"</span><span class="p">,</span>
|
|
</span><span id="__span-1-10"><a id="__codelineno-1-10" name="__codelineno-1-10" href="#__codelineno-1-10"></a> <span class="n">executor_type</span><span class="o">=</span><span class="s2">"job"</span><span class="p">,</span>
|
|
</span><span id="__span-1-11"><a id="__codelineno-1-11" name="__codelineno-1-11" href="#__codelineno-1-11"></a> <span class="n">timeout_seconds</span><span class="o">=</span><span class="mi">600</span><span class="p">,</span>
|
|
</span><span id="__span-1-12"><a id="__codelineno-1-12" name="__codelineno-1-12" href="#__codelineno-1-12"></a> <span class="n">cpu_limit</span><span class="o">=</span><span class="s2">"1000m"</span><span class="p">,</span> <span class="c1"># 1 CPU core</span>
|
|
</span><span id="__span-1-13"><a id="__codelineno-1-13" name="__codelineno-1-13" href="#__codelineno-1-13"></a> <span class="n">mem_limit</span><span class="o">=</span><span class="s2">"1Gi"</span><span class="p">,</span>
|
|
</span><span id="__span-1-14"><a id="__codelineno-1-14" name="__codelineno-1-14" href="#__codelineno-1-14"></a><span class="p">)</span>
|
|
</span><span id="__span-1-15"><a id="__codelineno-1-15" name="__codelineno-1-15" href="#__codelineno-1-15"></a>
|
|
</span><span id="__span-1-16"><a id="__codelineno-1-16" name="__codelineno-1-16" href="#__codelineno-1-16"></a><span class="c1"># Example direct execution:</span>
|
|
</span><span id="__span-1-17"><a id="__codelineno-1-17" name="__codelineno-1-17" href="#__codelineno-1-17"></a><span class="n">ctx</span> <span class="o">=</span> <span class="n">InvocationContext</span><span class="p">()</span>
|
|
</span><span id="__span-1-18"><a id="__codelineno-1-18" name="__codelineno-1-18" href="#__codelineno-1-18"></a><span class="n">result</span> <span class="o">=</span> <span class="n">gke_executor</span><span class="o">.</span><span class="n">execute_code</span><span class="p">(</span><span class="n">ctx</span><span class="p">,</span> <span class="n">CodeExecutionInput</span><span class="p">(</span><span class="n">code</span><span class="o">=</span><span class="s2">"print('Hello from Job Mode')"</span><span class="p">))</span>
|
|
</span><span id="__span-1-19"><a id="__codelineno-1-19" name="__codelineno-1-19" href="#__codelineno-1-19"></a><span class="nb">print</span><span class="p">(</span><span class="n">result</span><span class="o">.</span><span class="n">stdout</span><span class="p">)</span>
|
|
</span><span id="__span-1-20"><a id="__codelineno-1-20" name="__codelineno-1-20" href="#__codelineno-1-20"></a>
|
|
</span><span id="__span-1-21"><a id="__codelineno-1-21" name="__codelineno-1-21" href="#__codelineno-1-21"></a><span class="c1"># Example with an Agent:</span>
|
|
</span><span id="__span-1-22"><a id="__codelineno-1-22" name="__codelineno-1-22" href="#__codelineno-1-22"></a><span class="n">gke_agent</span> <span class="o">=</span> <span class="n">LlmAgent</span><span class="p">(</span>
|
|
</span><span id="__span-1-23"><a id="__codelineno-1-23" name="__codelineno-1-23" href="#__codelineno-1-23"></a> <span class="n">name</span><span class="o">=</span><span class="s2">"gke_coding_agent"</span><span class="p">,</span>
|
|
</span><span id="__span-1-24"><a id="__codelineno-1-24" name="__codelineno-1-24" href="#__codelineno-1-24"></a> <span class="n">model</span><span class="o">=</span><span class="s2">"gemini-flash-latest"</span><span class="p">,</span>
|
|
</span><span id="__span-1-25"><a id="__codelineno-1-25" name="__codelineno-1-25" href="#__codelineno-1-25"></a> <span class="n">instruction</span><span class="o">=</span><span class="s2">"You are a helpful AI agent that writes and executes Python code."</span><span class="p">,</span>
|
|
</span><span id="__span-1-26"><a id="__codelineno-1-26" name="__codelineno-1-26" href="#__codelineno-1-26"></a> <span class="n">code_executor</span><span class="o">=</span><span class="n">gke_executor</span><span class="p">,</span>
|
|
</span><span id="__span-1-27"><a id="__codelineno-1-27" name="__codelineno-1-27" href="#__codelineno-1-27"></a><span class="p">)</span>
|
|
</span></code></pre></div>
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