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Skip to content
| https://google.github.io/adk-docs/integrations/#tools-and-integrations-for-agents |
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ADK Go 2.0 GA
| https://google.github.io/2.0/ |
| Get started. | https://google.github.io/get-started/go/ |
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| https://google.github.io/adk-docs/ |
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Agent Development Kit (ADK)
| https://google.github.io/adk-docs/ |
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Python
| https://github.com/google/adk-python |
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JS
| https://github.com/google/adk-js |
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Go
| https://github.com/google/adk-go |
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Java
| https://github.com/google/adk-java |
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Kotlin
| https://github.com/google/adk-kotlin |
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Home
| https://google.github.io/adk-docs/ |
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Build Agents
| https://google.github.io/adk-docs/get-started/ |
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Run Agents
| https://google.github.io/adk-docs/runtime/ |
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Components
| https://google.github.io/adk-docs/get-started/about/ |
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Integrations
| https://google.github.io/adk-docs/integrations/ |
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Reference
| https://google.github.io/adk-docs/api-reference/ |
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Community
| https://google.github.io/adk-docs/community/ |
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ADK 2.0
| https://google.github.io/adk-docs/2.0/ |
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Python
| https://github.com/google/adk-python |
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JS
| https://github.com/google/adk-js |
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Go
| https://github.com/google/adk-go |
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Java
| https://github.com/google/adk-java |
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Kotlin
| https://github.com/google/adk-kotlin |
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Home
| https://google.github.io/adk-docs/ |
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Get Started
| https://google.github.io/adk-docs/get-started/ |
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Python
| https://google.github.io/adk-docs/get-started/python/ |
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TypeScript
| https://google.github.io/adk-docs/get-started/typescript/ |
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Go
| https://google.github.io/adk-docs/get-started/go/ |
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Java
| https://google.github.io/adk-docs/get-started/java/ |
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Kotlin
| https://google.github.io/adk-docs/get-started/kotlin/ |
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Installation
| https://google.github.io/adk-docs/get-started/installation/ |
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Google Cloud
| https://google.github.io/adk-docs/get-started/google-cloud/ |
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Build your Agent
| https://google.github.io/adk-docs/tutorials/ |
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Multi-tool agent
| https://google.github.io/adk-docs/tutorials/multi-tool-agent/ |
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Agent team
| https://google.github.io/adk-docs/tutorials/agent-team/ |
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Streaming agent
| https://google.github.io/adk-docs/get-started/streaming/ |
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Python
| https://google.github.io/adk-docs/get-started/streaming/quickstart-streaming/ |
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Java
| https://google.github.io/adk-docs/get-started/streaming/quickstart-streaming-java/ |
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Code with AI
| https://google.github.io/adk-docs/tutorials/coding-with-ai/ |
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Agent Config
| https://google.github.io/adk-docs/agents/config/ |
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Agents
| https://google.github.io/adk-docs/agents/ |
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Simple agents
| https://google.github.io/adk-docs/agents/llm-agents/ |
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Graph Workflows
| https://google.github.io/adk-docs/graphs/ |
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Graph routes
| https://google.github.io/adk-docs/graphs/routes/ |
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Data handling
| https://google.github.io/adk-docs/graphs/data-handling/ |
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Human input
| https://google.github.io/adk-docs/graphs/human-input/ |
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Dynamic workflows
| https://google.github.io/adk-docs/graphs/dynamic/ |
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Multi-Agent Workflows
| https://google.github.io/adk-docs/workflows/ |
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Collaborative workflows
| https://google.github.io/adk-docs/workflows/collaboration/ |
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Template workflows
| https://google.github.io/adk-docs/agents/workflow-agents/ |
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Sequential workflow
| https://google.github.io/adk-docs/agents/workflow-agents/sequential-agents/ |
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Loop workflow
| https://google.github.io/adk-docs/agents/workflow-agents/loop-agents/ |
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Parallel workflow
| https://google.github.io/adk-docs/agents/workflow-agents/parallel-agents/ |
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Custom template workflows
| https://google.github.io/adk-docs/agents/custom-agents/ |
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Agent routing
| https://google.github.io/adk-docs/agents/routing/ |
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Workflow patterns
| https://google.github.io/adk-docs/workflows/patterns/ |
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Models for Agents
| https://google.github.io/adk-docs/agents/models/ |
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Gemini
| https://google.github.io/adk-docs/agents/models/google-gemini/ |
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Gemma
| https://google.github.io/adk-docs/agents/models/google-gemma/ |
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Claude
| https://google.github.io/adk-docs/agents/models/anthropic/ |
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Agent Platform hosted
| https://google.github.io/adk-docs/agents/models/agent-platform/ |
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Apigee AI Gateway
| https://google.github.io/adk-docs/agents/models/apigee/ |
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Model routing
| https://google.github.io/adk-docs/agents/models/routing/ |
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Ollama
| https://google.github.io/adk-docs/agents/models/ollama/ |
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vLLM
| https://google.github.io/adk-docs/agents/models/vllm/ |
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LiteLLM
| https://google.github.io/adk-docs/agents/models/litellm/ |
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LiteRT-LM
| https://google.github.io/adk-docs/agents/models/litert-lm/ |
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Agent Runtime
| https://google.github.io/adk-docs/runtime/ |
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Web Interface
| https://google.github.io/adk-docs/runtime/web-interface/ |
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Visual Builder
| https://google.github.io/adk-docs/visual-builder/ |
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Command Line
| https://google.github.io/adk-docs/runtime/command-line/ |
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API Server
| https://google.github.io/adk-docs/runtime/api-server/ |
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Ambient Agents
| https://google.github.io/adk-docs/runtime/ambient-agents/ |
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Resume Agents
| https://google.github.io/adk-docs/runtime/resume/ |
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Cancel Agent Runs
| https://google.github.io/adk-docs/runtime/cancel/ |
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Runtime Config
| https://google.github.io/adk-docs/runtime/runconfig/ |
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Event Loop
| https://google.github.io/adk-docs/runtime/event-loop/ |
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Deployment
| https://google.github.io/adk-docs/deploy/ |
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Agent Runtime
| https://google.github.io/adk-docs/deploy/agent-runtime/ |
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Standard deployment
| https://google.github.io/adk-docs/deploy/agent-runtime/deploy/ |
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agents-cli
| https://google.github.io/adk-docs/deploy/agent-runtime/agents-cli/ |
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Test deployed agents
| https://google.github.io/adk-docs/deploy/agent-runtime/test/ |
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Cloud Run
| https://google.github.io/adk-docs/deploy/cloud-run/ |
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GKE
| https://google.github.io/adk-docs/deploy/gke/ |
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Observability
| https://google.github.io/adk-docs/observability/ |
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Logging
| https://google.github.io/adk-docs/observability/logging/ |
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Metrics
| https://google.github.io/adk-docs/observability/metrics/ |
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Traces
| https://google.github.io/adk-docs/observability/traces/ |
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Evaluation
| https://google.github.io/adk-docs/evaluate/ |
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Criteria
| https://google.github.io/adk-docs/evaluate/criteria/ |
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User Simulation
| https://google.github.io/adk-docs/evaluate/user-sim/ |
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Environment Simulation
| https://google.github.io/adk-docs/evaluate/environment_simulation/ |
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Custom Metrics
| https://google.github.io/adk-docs/evaluate/custom_metrics/ |
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Optimization
| https://google.github.io/adk-docs/optimize/ |
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Safety and Security
| https://google.github.io/adk-docs/safety/ |
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Technical Overview
| https://google.github.io/adk-docs/get-started/about/ |
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Custom Tools
| https://google.github.io/adk-docs/tools-custom/ |
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Overview
| https://google.github.io/adk-docs/tools-custom/function-tools/ |
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Tool performance
| https://google.github.io/adk-docs/tools-custom/performance/ |
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Action confirmations
| https://google.github.io/adk-docs/tools-custom/confirmation/ |
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MCP tools
| https://google.github.io/adk-docs/tools-custom/mcp-tools/ |
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OpenAPI tools
| https://google.github.io/adk-docs/tools-custom/openapi-tools/ |
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Authentication
| https://google.github.io/adk-docs/tools-custom/authentication/ |
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Tool limitations
| https://google.github.io/adk-docs/tools/limitations/ |
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Artifacts
| https://google.github.io/adk-docs/artifacts/ |
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Skills for Agents
| https://google.github.io/adk-docs/skills/ |
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App management
| https://google.github.io/adk-docs/apps/ |
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Callbacks
| https://google.github.io/adk-docs/callbacks/ |
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Types of callbacks
| https://google.github.io/adk-docs/callbacks/types-of-callbacks/ |
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Callback patterns
| https://google.github.io/adk-docs/callbacks/design-patterns-and-best-practices/ |
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Plugins
| https://google.github.io/adk-docs/plugins/ |
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Context
| https://google.github.io/adk-docs/context/ |
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Context caching
| https://google.github.io/adk-docs/context/caching/ |
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Context compression
| https://google.github.io/adk-docs/context/compaction/ |
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Sessions and Memory
| https://google.github.io/adk-docs/sessions/ |
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Sessions
| https://google.github.io/adk-docs/sessions/session/ |
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Rewind sessions
| https://google.github.io/adk-docs/sessions/session/rewind/ |
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Migrate sessions
| https://google.github.io/adk-docs/sessions/session/migrate/ |
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State
| https://google.github.io/adk-docs/sessions/state/ |
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Events
| https://google.github.io/adk-docs/events/ |
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Memory
| https://google.github.io/adk-docs/sessions/memory/ |
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MCP
| https://google.github.io/adk-docs/mcp/ |
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A2A Protocol
| https://google.github.io/adk-docs/a2a/ |
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Introduction to A2A
| https://google.github.io/adk-docs/a2a/intro/ |
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Python
| https://google.github.io/adk-docs/a2a/quickstart-exposing/ |
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Go
| https://google.github.io/adk-docs/a2a/quickstart-exposing-go/ |
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Java
| https://google.github.io/adk-docs/a2a/quickstart-exposing-java/ |
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Python
| https://google.github.io/adk-docs/a2a/quickstart-consuming/ |
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Go
| https://google.github.io/adk-docs/a2a/quickstart-consuming-go/ |
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Java
| https://google.github.io/adk-docs/a2a/quickstart-consuming-java/ |
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A2A Extension
| https://google.github.io/adk-docs/a2a/a2a-extension/ |
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Gemini Live API Toolkit
| https://google.github.io/adk-docs/streaming/ |
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Part 1. Intro to streaming
| https://google.github.io/adk-docs/streaming/dev-guide/part1/ |
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Part 2. Sending messages
| https://google.github.io/adk-docs/streaming/dev-guide/part2/ |
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Part 3. Event handling
| https://google.github.io/adk-docs/streaming/dev-guide/part3/ |
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Part 4. Run configuration
| https://google.github.io/adk-docs/streaming/dev-guide/part4/ |
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Part 5. Audio, Images, and Video
| https://google.github.io/adk-docs/streaming/dev-guide/part5/ |
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Streaming Tools
| https://google.github.io/adk-docs/streaming/streaming-tools/ |
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Configuring streaming behavior
| https://google.github.io/adk-docs/streaming/configuration/ |
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Grounding
| https://google.github.io/adk-docs/grounding/ |
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Google Search Grounding
| https://google.github.io/adk-docs/grounding/google_search_grounding/ |
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Grounding with Search
| https://google.github.io/adk-docs/grounding/grounding_with_search/ |
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Integrations
| https://google.github.io/adk-docs/integrations/ |
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API Reference
| https://google.github.io/adk-docs/api-reference/ |
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Python ADK
| https://google.github.io/adk-docs/api-reference/python/ |
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Typescript ADK
| https://google.github.io/adk-docs/api-reference/typescript/ |
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Go v2.x
| https://pkg.go.dev/google.golang.org/adk/v2 |
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Go v1.x
| https://pkg.go.dev/google.golang.org/adk |
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Java ADK
| https://google.github.io/adk-docs/api-reference/java/ |
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Kotlin ADK
| https://google.github.io/adk-docs/api-reference/kotlin/ |
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CLI Reference
| https://google.github.io/adk-docs/api-reference/cli/ |
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Agent Config Reference
| https://google.github.io/adk-docs/api-reference/agentconfig/ |
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REST API
| https://google.github.io/adk-docs/api-reference/rest/ |
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Release Notes
| https://google.github.io/adk-docs/release-notes/ |
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Community
| https://google.github.io/adk-docs/community/ |
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Contributing Guide
| https://google.github.io/adk-docs/community/contributing-guide/ |
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ADK 2.0
| https://google.github.io/adk-docs/2.0/ |
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Home
| https://google.github.io/adk-docs/ |
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Integrations
| https://google.github.io/adk-docs/integrations/ |
|
| https://github.com/google/adk-docs/edit/main/docs/integrations/index.md |
|
| https://google.github.io/adk-docs/integrations/index.md |
| ¶ | https://google.github.io/adk-docs/integrations/#tools-and-integrations-for-agents |
| Custom Tools | https://google.github.io/tools-custom/ |
| Contribution Guide for Integrations | https://github.com/google/adk-docs/blob/main/CONTRIBUTING.md#integrations |
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A2UI
Generate rich, structured UIs from your agents using the Agent-to-UI protocol
| https://google.github.io/integrations/a2ui/ |
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ADK Connector
Expose ADK agents as chatbots on popular messaging channels with cross-device session sync
| https://google.github.io/integrations/adk-connector/ |
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Adspirer
Create, manage, and optimize ad campaigns across Google, Meta, LinkedIn, and TikTok Ads
| https://google.github.io/integrations/adspirer/ |
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Aerospike
Store sessions, memory, and artifacts for ADK agents on one Aerospike cluster
| https://google.github.io/integrations/aerospike/ |
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AG-UI
Build interactive chat UIs with streaming, state sync, and agentic actions
| https://google.github.io/integrations/ag-ui/ |
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Google Cloud Agent Identity
Manage OAuth tokens and API keys for your agents
| https://google.github.io/integrations/agent-identity/ |
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Google Cloud Agent Registry
Discover and connect to AI Agents and MCP Servers
| https://google.github.io/integrations/agent-registry/ |
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Agent Search
Search across your private, configured data stores in Agent Search
| https://google.github.io/integrations/agent-search/ |
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AgentMail
Create email inboxes for AI agents to send, receive, and manage messages
| https://google.github.io/integrations/agentmail/ |
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AgentOps
Session replays, metrics, and monitoring for ADK agents
| https://google.github.io/integrations/agentops/ |
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AgentPhone
Make phone calls, send SMS, manage numbers, and build AI voice agents
| https://google.github.io/integrations/agentphone/ |
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Google Cloud API Registry
Connect with Google Cloud services as MCP tools
| https://google.github.io/integrations/api-registry/ |
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Apigee API Hub
Turn any documented API from Apigee API hub into a tool
| https://google.github.io/integrations/apigee-api-hub/ |
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Application Integration
Link your agents to enterprise apps using Integration Connectors
| https://google.github.io/integrations/application-integration/ |
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Arize AX
Production-grade observability, debugging, and improvement of LLM applications
| https://google.github.io/integrations/arize-ax/ |
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Asana
Manage projects, tasks, and goals for team collaboration
| https://google.github.io/integrations/asana/ |
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Atlan
Search, explore, and govern metadata, lineage, and business knowledge
| https://google.github.io/integrations/atlan/ |
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Atlassian
Manage issues, search pages, and update team content
| https://google.github.io/integrations/atlassian/ |
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Agent Threat Rules (ATR)
Open detection rules that block prompt injection and tool-argument attacks in the ADK Runner
| https://google.github.io/integrations/atr-guardrail/ |
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BigQuery Agent Analytics Plugin
In-depth agent analytics for behavior analysis and logging
| https://google.github.io/integrations/bigquery-agent-analytics/ |
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BigQuery Tools
Connect with BigQuery to retrieve data and perform analysis
| https://google.github.io/integrations/bigquery/ |
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Bigtable Tools
Interact with Bigtable to retrieve data and execute SQL
| https://google.github.io/integrations/bigtable/ |
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Cartesia
Generate speech, localize voices, and create audio content
| https://google.github.io/integrations/cartesia/ |
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Chroma
Store and retrieve information using semantic vector search
| https://google.github.io/integrations/chroma/ |
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Cisco AI Defense
Security guardrails to monitor or block agent prompts and tool calls
| https://google.github.io/integrations/cisco-ai-defense/ |
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Google Cloud Trace
Monitor, debug, and trace ADK agent interactions
| https://google.github.io/integrations/cloud-trace/ |
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Code Execution Tool with Agent Runtime
Run AI-generated code in a secure and scalable GKE environment
| https://google.github.io/integrations/code-exec-agent-runtime/ |
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Code Execution
Execute code and debug using Gemini models
| https://google.github.io/integrations/code-execution/ |
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Computer Use
Operate computer user interfaces using Gemini models
| https://google.github.io/integrations/computer-use/ |
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Couchbase
Query collections, explore schemas, and run SQL++ queries
| https://google.github.io/integrations/couchbase/ |
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Dapr
Durable, long-running and self-recovering agents with human approvals and safe versioning
| https://google.github.io/integrations/dapr/ |
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Data Agents
Analyze data with AI-powered agents
| https://google.github.io/integrations/data-agent/ |
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Database Memory Service
SQL-backed persistent memory for agents
| https://google.github.io/integrations/database-memory/ |
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Datadog
Develop, evaluate, and monitor LLM applications
| https://google.github.io/integrations/datadog/ |
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Daytona
Execute code, run shell commands, and manage files in secure sandboxes
| https://google.github.io/integrations/daytona/ |
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DBOS
Resilient, scalable, long-running agents with human approvals and safe versioning
| https://google.github.io/integrations/dbos/ |
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e2a
Authenticated email gateway for AI agents with human-in-the-loop approval
| https://google.github.io/integrations/e2a/ |
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ElevenLabs
Generate speech, clone voices, transcribe audio, and create sound effects
| https://google.github.io/integrations/elevenlabs/ |
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Environment Toolset
Create local and custom compute environments for files, scripts, and code execution
| https://google.github.io/integrations/environment-toolset/ |
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Agent Platform Express Mode
Try development with Agent Platform services at no cost
| https://google.github.io/integrations/express-mode/ |
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Firestore Session Service
Session state management for ADK agents using Firestore
| https://google.github.io/integrations/firestore-session-service/ |
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Freeplay
Use Freeplay to build, optimize, and evaluate AI agents with end-to-end observability
| https://google.github.io/integrations/freeplay/ |
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Future AGI
Trace, evaluate, and improve ADK agents with the traceAI OpenTelemetry integration
| https://google.github.io/integrations/future-agi/ |
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Galileo
End-to-end tracing, evaluation, and monitoring for ADK agents
| https://google.github.io/integrations/galileo/ |
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Google Cloud Storage
Access and perform operations on Google Cloud Storage buckets and objects
| https://google.github.io/integrations/gcs/ |
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GitHub
Analyze code, manage issues and PRs, and automate workflows
| https://google.github.io/integrations/github/ |
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GitLab
Perform semantic code search, inspect pipelines, manage merge requests
| https://google.github.io/integrations/gitlab/ |
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GKE Code Executor
Run AI-generated code in a secure and scalable GKE environment
| https://google.github.io/integrations/gke-code-executor/ |
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GoodMem
Add persistent semantic memory to agents across conversations
| https://google.github.io/integrations/goodmem/ |
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Google Developer Knowledge
Search Google's official developer documentation for code and guidance
| https://google.github.io/integrations/google-developer-knowledge/ |
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Google Search
Perform web searches using Google Search with Gemini
| https://google.github.io/integrations/google-search/ |
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Grafana Cloud
Query metrics, logs, traces, and manage dashboards, alerts, and incidents from Grafana Cloud
| https://google.github.io/integrations/grafana-cloud/ |
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Hugging Face
Access models, datasets, research papers, and AI tools
| https://google.github.io/integrations/hugging-face/ |
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Knowledge Engine
Perform private data retrieval using Knowledge Engine
| https://google.github.io/integrations/knowledge-engine/ |
|
LangWatch
Observability, tracing, evaluation, and prompt optimization for ADK agents
| https://google.github.io/integrations/langwatch/ |
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Latitude
Open-source observability and evaluation for ADK agents
| https://google.github.io/integrations/latitude/ |
|
Linear
Manage issues, track projects, and streamline development
| https://google.github.io/integrations/linear/ |
|
Mailgun
Send emails, track delivery metrics, and manage mailing lists
| https://google.github.io/integrations/mailgun/ |
|
Markifact
Manage marketing operations across Google Ads, Meta, GA4, TikTok, and 15+ more platforms
| https://google.github.io/integrations/markifact/ |
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MCP Toolbox for Databases
Connect over 30 different data sources to your agents
| https://google.github.io/integrations/mcp-toolbox-for-databases/ |
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Mimir Memory
Add persistent, local, encrypted cross-session memory to ADK agents
| https://google.github.io/integrations/mimir/ |
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MLflow AI Gateway
Route LLM requests for multi-provider access with built-in governance
| https://google.github.io/integrations/mlflow-gateway/ |
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MLflow Scorers
Use ADK evaluators as MLflow scorers for agent evaluation
| https://google.github.io/integrations/mlflow-scorers/ |
|
MLflow Tracing
Ingest OpenTelemetry traces for agent runs, tool calls, and model requests
| https://google.github.io/integrations/mlflow-tracing/ |
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MongoDB
Query collections, manage databases, and analyze schemas
| https://google.github.io/integrations/mongodb/ |
|
Monocle
Open-source observability, tracing, and debugging of LLM applications
| https://google.github.io/integrations/monocle/ |
|
n8n
Trigger automated workflows, connect apps, and process data
| https://google.github.io/integrations/n8n/ |
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Notion
Search workspaces, create pages, and manage tasks and databases
| https://google.github.io/integrations/notion/ |
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Google Cloud Parameter Manager
Manage and retrieve runtime configuration parameters and secrets securely for ADK agents.
| https://google.github.io/integrations/parameter-manager/ |
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Paypal
Manage payments, send invoices, and handle subscriptions
| https://google.github.io/integrations/paypal/ |
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Perseus Context
Compile deterministic, workspace-aware context for ADK agents
| https://google.github.io/integrations/perseus/ |
|
Phoenix
Open-source, self-hosted observability, tracing, and evaluation of LLM applications
| https://google.github.io/integrations/phoenix/ |
|
Pinecone
Store data, perform semantic search, and rerank results
| https://google.github.io/integrations/pinecone/ |
|
Postman
Manage API collections, workspaces, and generate client code
| https://google.github.io/integrations/postman/ |
|
Pub/Sub Tools
Publish, pull, and acknowledge messages from Google Cloud Pub/Sub
| https://google.github.io/integrations/pubsub/ |
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Qdrant
Store and retrieve information using semantic vector search
| https://google.github.io/integrations/qdrant/ |
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Redis
Vector, hybrid, and SQL search plus session, memory, and semantic cache for agents
| https://google.github.io/integrations/redis/ |
|
Reflect and Retry Plugin
Automatically retry tool calls that fail
| https://google.github.io/integrations/reflect-and-retry/ |
|
Respan
Trace, debug, and monitor ADK agents with Respan observability
| https://google.github.io/integrations/respan/ |
|
Restate
Resilient agent execution and orchestration with durable sessions and human approvals
| https://google.github.io/integrations/restate/ |
|
Google Cloud Secret Manager
Retrieve secrets at runtime without exposing them to the LLM
| https://google.github.io/integrations/secret-manager/ |
|
Google Cloud Skill Registry
Dynamically search, discover, and fetch remote Skills
| https://google.github.io/integrations/skills-registry/ |
|
Spanner Tools
Interact with Spanner to retrieve data, search, and execute SQL
| https://google.github.io/integrations/spanner/ |
|
StackOne
Connect agents to 200+ SaaS providers
| https://google.github.io/integrations/stackone/ |
|
Stripe
Manage payments, customers, subscriptions, and invoices
| https://google.github.io/integrations/stripe/ |
|
Supermetrics
Consume and analyze your real-time marketing, advertising, and CRM data
| https://google.github.io/integrations/supermetrics/ |
|
Synap
Add persistent, cross-session long-term memory to ADK agents
| https://google.github.io/integrations/synap/ |
|
Temporal
Resilient, scalable agents, long-running agents and tools, human approvals, and safe versioning
| https://google.github.io/integrations/temporal/ |
|
W&B Weave
Log, visualize, and analyze model calls and agent performance
| https://google.github.io/integrations/weave/ |
|
Windsor.ai
Query and analyze marketing, sales, and customer data from 325+ platforms
| https://google.github.io/integrations/windsor-ai/ |
|
Zespan
Agent reliability platform to trace, evaluate, and monitor ADK agents
| https://google.github.io/integrations/zespan/ |
|
ZoomInfo
Find companies, enrich contacts, and surface go-to-market intelligence
| https://google.github.io/integrations/zoominfo/ |
| License | https://github.com/google/adk-docs/blob/main/LICENSE |
| Privacy | https://policies.google.com/privacy |
| Manage cookies | https://google.github.io/adk-docs/integrations/#__consent |
|
Material for MkDocs
| https://squidfunk.github.io/mkdocs-material/ |