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Title: Python - Agent Development Kit (ADK)

Open Graph Title: Agent Development Kit (ADK)

X Title: Agent Development Kit (ADK)

Description: Build powerful multi-agent systems with Agent Development Kit (ADK)

Open Graph Description: Build powerful multi-agent systems with Agent Development Kit (ADK)

X Description: Build powerful multi-agent systems with Agent Development Kit (ADK)

Opengraph URL: https://adk.dev

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Skip to content https://adk.dev/get-started/python/#python-quickstart-for-adk
ADK Go 2.0 GA https://adk.dev/2.0/
Get started.https://adk.dev/get-started/go/
https://adk.dev/
Agent Development Kit (ADK) https://adk.dev/
Python https://github.com/google/adk-python
JS https://github.com/google/adk-js
Go https://github.com/google/adk-go
Java https://github.com/google/adk-java
Kotlin https://github.com/google/adk-kotlin
Home https://adk.dev/
Build Agents https://adk.dev/get-started/
Run Agents https://adk.dev/runtime/
Components https://adk.dev/get-started/about/
Integrations https://adk.dev/integrations/
Reference https://adk.dev/api-reference/
Community https://adk.dev/community/
ADK 2.0 https://adk.dev/2.0/
Python https://github.com/google/adk-python
JS https://github.com/google/adk-js
Go https://github.com/google/adk-go
Java https://github.com/google/adk-java
Kotlin https://github.com/google/adk-kotlin
Home https://adk.dev/
Get Started https://adk.dev/get-started/
Python https://adk.dev/get-started/python/
Installation https://adk.dev/get-started/python/#installation
Create an agent project https://adk.dev/get-started/python/#create-an-agent-project
Explore the agent project https://adk.dev/get-started/python/#explore-the-agent-project
Update your agent project https://adk.dev/get-started/python/#update-your-agent-project
Set your API key https://adk.dev/get-started/python/#set-your-api-key
Run your agent https://adk.dev/get-started/python/#run-your-agent
Run with command-line interface https://adk.dev/get-started/python/#run-with-command-line-interface
Run with web interface https://adk.dev/get-started/python/#run-with-web-interface
Next: Build your agent https://adk.dev/get-started/python/#next-build-your-agent
TypeScript https://adk.dev/get-started/typescript/
Go https://adk.dev/get-started/go/
Java https://adk.dev/get-started/java/
Kotlin https://adk.dev/get-started/kotlin/
Installation https://adk.dev/get-started/installation/
Google Cloud https://adk.dev/get-started/google-cloud/
Build your Agent https://adk.dev/tutorials/
Multi-tool agent https://adk.dev/tutorials/multi-tool-agent/
Agent team https://adk.dev/tutorials/agent-team/
Streaming agent https://adk.dev/get-started/streaming/
Python https://adk.dev/get-started/streaming/quickstart-streaming/
Java https://adk.dev/get-started/streaming/quickstart-streaming-java/
Code with AI https://adk.dev/tutorials/coding-with-ai/
Agent Config https://adk.dev/agents/config/
Agents https://adk.dev/agents/
Simple agents https://adk.dev/agents/llm-agents/
Graph Workflows https://adk.dev/graphs/
Graph routes https://adk.dev/graphs/routes/
Data handling https://adk.dev/graphs/data-handling/
Human input https://adk.dev/graphs/human-input/
Dynamic workflows https://adk.dev/graphs/dynamic/
Multi-Agent Workflows https://adk.dev/workflows/
Collaborative workflows https://adk.dev/workflows/collaboration/
Template workflows https://adk.dev/agents/workflow-agents/
Sequential workflow https://adk.dev/agents/workflow-agents/sequential-agents/
Loop workflow https://adk.dev/agents/workflow-agents/loop-agents/
Parallel workflow https://adk.dev/agents/workflow-agents/parallel-agents/
Custom template workflows https://adk.dev/agents/custom-agents/
Agent routing https://adk.dev/agents/routing/
Workflow patterns https://adk.dev/workflows/patterns/
Models for Agents https://adk.dev/agents/models/
Gemini https://adk.dev/agents/models/google-gemini/
Gemma https://adk.dev/agents/models/google-gemma/
Claude https://adk.dev/agents/models/anthropic/
Agent Platform hosted https://adk.dev/agents/models/agent-platform/
Apigee AI Gateway https://adk.dev/agents/models/apigee/
Model routing https://adk.dev/agents/models/routing/
Ollama https://adk.dev/agents/models/ollama/
vLLM https://adk.dev/agents/models/vllm/
LiteLLM https://adk.dev/agents/models/litellm/
LiteRT-LM https://adk.dev/agents/models/litert-lm/
Agent Runtime https://adk.dev/runtime/
Web Interface https://adk.dev/runtime/web-interface/
Visual Builder https://adk.dev/visual-builder/
Command Line https://adk.dev/runtime/command-line/
API Server https://adk.dev/runtime/api-server/
Ambient Agents https://adk.dev/runtime/ambient-agents/
Resume Agents https://adk.dev/runtime/resume/
Cancel Agent Runs https://adk.dev/runtime/cancel/
Runtime Config https://adk.dev/runtime/runconfig/
Event Loop https://adk.dev/runtime/event-loop/
Deployment https://adk.dev/deploy/
Agent Runtime https://adk.dev/deploy/agent-runtime/
Standard deployment https://adk.dev/deploy/agent-runtime/deploy/
agents-cli https://adk.dev/deploy/agent-runtime/agents-cli/
Test deployed agents https://adk.dev/deploy/agent-runtime/test/
Cloud Run https://adk.dev/deploy/cloud-run/
GKE https://adk.dev/deploy/gke/
Observability https://adk.dev/observability/
Logging https://adk.dev/observability/logging/
Metrics https://adk.dev/observability/metrics/
Traces https://adk.dev/observability/traces/
Evaluation https://adk.dev/evaluate/
Criteria https://adk.dev/evaluate/criteria/
User Simulation https://adk.dev/evaluate/user-sim/
Environment Simulation https://adk.dev/evaluate/environment_simulation/
Custom Metrics https://adk.dev/evaluate/custom_metrics/
Optimization https://adk.dev/optimize/
Safety and Security https://adk.dev/safety/
Technical Overview https://adk.dev/get-started/about/
Custom Tools https://adk.dev/tools-custom/
Overview https://adk.dev/tools-custom/function-tools/
Tool performance https://adk.dev/tools-custom/performance/
Action confirmations https://adk.dev/tools-custom/confirmation/
MCP tools https://adk.dev/tools-custom/mcp-tools/
OpenAPI tools https://adk.dev/tools-custom/openapi-tools/
Authentication https://adk.dev/tools-custom/authentication/
Tool limitations https://adk.dev/tools/limitations/
Artifacts https://adk.dev/artifacts/
Skills for Agents https://adk.dev/skills/
App management https://adk.dev/apps/
Callbacks https://adk.dev/callbacks/
Types of callbacks https://adk.dev/callbacks/types-of-callbacks/
Callback patterns https://adk.dev/callbacks/design-patterns-and-best-practices/
Plugins https://adk.dev/plugins/
Context https://adk.dev/context/
Context caching https://adk.dev/context/caching/
Context compression https://adk.dev/context/compaction/
Sessions and Memory https://adk.dev/sessions/
Sessions https://adk.dev/sessions/session/
Rewind sessions https://adk.dev/sessions/session/rewind/
Migrate sessions https://adk.dev/sessions/session/migrate/
State https://adk.dev/sessions/state/
Events https://adk.dev/events/
Memory https://adk.dev/sessions/memory/
MCP https://adk.dev/mcp/
A2A Protocol https://adk.dev/a2a/
Introduction to A2A https://adk.dev/a2a/intro/
Python https://adk.dev/a2a/quickstart-exposing/
Go https://adk.dev/a2a/quickstart-exposing-go/
Java https://adk.dev/a2a/quickstart-exposing-java/
Python https://adk.dev/a2a/quickstart-consuming/
Go https://adk.dev/a2a/quickstart-consuming-go/
Java https://adk.dev/a2a/quickstart-consuming-java/
A2A Extension https://adk.dev/a2a/a2a-extension/
Gemini Live API Toolkit https://adk.dev/streaming/
Part 1. Intro to streaming https://adk.dev/streaming/dev-guide/part1/
Part 2. Sending messages https://adk.dev/streaming/dev-guide/part2/
Part 3. Event handling https://adk.dev/streaming/dev-guide/part3/
Part 4. Run configuration https://adk.dev/streaming/dev-guide/part4/
Part 5. Audio, Images, and Video https://adk.dev/streaming/dev-guide/part5/
Streaming Tools https://adk.dev/streaming/streaming-tools/
Configuring streaming behavior https://adk.dev/streaming/configuration/
Grounding https://adk.dev/grounding/
Google Search Grounding https://adk.dev/grounding/google_search_grounding/
Grounding with Search https://adk.dev/grounding/grounding_with_search/
Integrations https://adk.dev/integrations/
API Reference https://adk.dev/api-reference/
Python ADK https://adk.dev/api-reference/python/
Typescript ADK https://adk.dev/api-reference/typescript/
Go v2.x https://pkg.go.dev/google.golang.org/adk/v2
Go v1.x https://pkg.go.dev/google.golang.org/adk
Java ADK https://adk.dev/api-reference/java/
Kotlin ADK https://adk.dev/api-reference/kotlin/
CLI Reference https://adk.dev/api-reference/cli/
Agent Config Reference https://adk.dev/api-reference/agentconfig/
REST API https://adk.dev/api-reference/rest/
Release Notes https://adk.dev/release-notes/
Community https://adk.dev/community/
Contributing Guide https://adk.dev/community/contributing-guide/
ADK 2.0 https://adk.dev/2.0/
Installation https://adk.dev/get-started/python/#installation
Create an agent project https://adk.dev/get-started/python/#create-an-agent-project
Explore the agent project https://adk.dev/get-started/python/#explore-the-agent-project
Update your agent project https://adk.dev/get-started/python/#update-your-agent-project
Set your API key https://adk.dev/get-started/python/#set-your-api-key
Run your agent https://adk.dev/get-started/python/#run-your-agent
Run with command-line interface https://adk.dev/get-started/python/#run-with-command-line-interface
Run with web interface https://adk.dev/get-started/python/#run-with-web-interface
Next: Build your agent https://adk.dev/get-started/python/#next-build-your-agent
Home https://adk.dev/
Build Agents https://adk.dev/get-started/
Get Started https://adk.dev/get-started/
https://github.com/google/adk-docs/edit/main/docs/get-started/python.md
https://adk.dev/get-started/python/index.md
https://adk.dev/get-started/python/#python-quickstart-for-adk
https://adk.dev/get-started/python/#installation
https://adk.dev/get-started/python/#__codelineno-0-1
https://adk.dev/get-started/python/#__codelineno-1-1
https://adk.dev/get-started/python/#__codelineno-2-1
https://adk.dev/get-started/python/#__codelineno-3-1
https://adk.dev/get-started/python/#__codelineno-4-1
https://adk.dev/get-started/python/#create-an-agent-project
https://adk.dev/get-started/python/#__codelineno-5-1
https://adk.dev/get-started/python/#explore-the-agent-project
https://adk.dev/get-started/python/#__codelineno-6-1
https://adk.dev/get-started/python/#__codelineno-6-2
https://adk.dev/get-started/python/#__codelineno-6-3
https://adk.dev/get-started/python/#__codelineno-6-4
https://adk.dev/get-started/python/#update-your-agent-project
https://adk.dev/get-started/python/#__codelineno-7-1
https://adk.dev/get-started/python/#__codelineno-7-2
https://adk.dev/get-started/python/#__codelineno-7-3
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https://adk.dev/get-started/python/#__codelineno-7-9
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https://adk.dev/get-started/python/#__codelineno-7-11
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https://adk.dev/get-started/python/#__codelineno-7-13
https://adk.dev/get-started/python/#__codelineno-7-14
https://adk.dev/get-started/python/#set-your-api-key
API Keyshttps://aistudio.google.com/app/apikey
https://adk.dev/get-started/python/#__codelineno-8-1
https://adk.dev/get-started/python/#__codelineno-9-1
https://adk.dev/get-started/python/#__codelineno-10-1
Models & Authenticationhttps://adk.dev/agents/models
https://adk.dev/get-started/python/#run-your-agent
https://adk.dev/get-started/python/#run-with-command-line-interface
https://adk.dev/get-started/python/#__codelineno-11-1
https://adk.dev/get-started/python/#run-with-web-interface
https://adk.dev/get-started/python/#__codelineno-12-1
https://adk.dev/get-started/python/#next-build-your-agent
Build your agenthttps://adk.dev/tutorials/
Licensehttps://github.com/google/adk-docs/blob/main/LICENSE
Privacyhttps://policies.google.com/privacy
Manage cookieshttps://adk.dev/get-started/python/#__consent
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