René's URL Explorer Experiment


Title: GitHub - google/adk-python: An open-source, code-first Python toolkit for building, evaluating, and deploying sophisticated AI agents with flexibility and control.

Open Graph Title: GitHub - google/adk-python: An open-source, code-first Python toolkit for building, evaluating, and deploying sophisticated AI agents with flexibility and control.

X Title: GitHub - google/adk-python: An open-source, code-first Python toolkit for building, evaluating, and deploying sophisticated AI agents with flexibility and control.

Description: An open-source, code-first Python toolkit for building, evaluating, and deploying sophisticated AI agents with flexibility and control. - google/adk-python

Open Graph Description: An open-source, code-first Python toolkit for building, evaluating, and deploying sophisticated AI agents with flexibility and control. - google/adk-python

X Description: An open-source, code-first Python toolkit for building, evaluating, and deploying sophisticated AI agents with flexibility and control. - google/adk-python

Opengraph URL: https://github.com/google/adk-python

X: @github

direct link

Domain: patch-diff.githubusercontent.com

route-pattern/:user_id/:repository
route-controllerfiles
route-actiondisambiguate
fetch-noncev2:f1d77e6d-0603-6274-fd79-ff9e37dde41f
current-catalog-service-hashf3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-idB2FE:1D63DE:8BC8E3:BE6840:696E81C7
html-safe-noncec0881bdccb2e70a4ea8c6f0f1efbb1f86c5dd7652f39514ab9fd444aa64dec31
visitor-payloadeyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiJCMkZFOjFENjNERTo4QkM4RTM6QkU2ODQwOjY5NkU4MUM3IiwidmlzaXRvcl9pZCI6IjEzNDI0MTkxMzk5NjcyMjIyMTUiLCJyZWdpb25fZWRnZSI6ImlhZCIsInJlZ2lvbl9yZW5kZXIiOiJpYWQifQ==
visitor-hmaca815de656763f3ba8e378b5b06a05de9b02970b49193277fed4e26a4a3b9dcf9
hovercard-subject-tagrepository:958830659
github-keyboard-shortcutsrepository,copilot
google-site-verificationApib7-x98H0j5cPqHWwSMm6dNU4GmODRoqxLiDzdx9I
octolytics-urlhttps://collector.github.com/github/collect
analytics-location//
fb:app_id1401488693436528
apple-itunes-appapp-id=1477376905, app-argument=https://github.com/google/adk-python
twitter:imagehttps://repository-images.githubusercontent.com/958830659/9d57973c-4761-4c31-b073-c8dbeb9728d5
twitter:cardsummary_large_image
og:imagehttps://repository-images.githubusercontent.com/958830659/9d57973c-4761-4c31-b073-c8dbeb9728d5
og:image:altAn open-source, code-first Python toolkit for building, evaluating, and deploying sophisticated AI agents with flexibility and control. - google/adk-python
og:site_nameGitHub
og:typeobject
hostnamegithub.com
expected-hostnamegithub.com
Nonefdad15fd2ad43212aa8b8be5f2c2725550f8374ceeeb154a999ad9145b43f3f7
turbo-cache-controlno-preview
go-importgithub.com/google/adk-python git https://github.com/google/adk-python.git
octolytics-dimension-user_id1342004
octolytics-dimension-user_logingoogle
octolytics-dimension-repository_id958830659
octolytics-dimension-repository_nwogoogle/adk-python
octolytics-dimension-repository_publictrue
octolytics-dimension-repository_is_forkfalse
octolytics-dimension-repository_network_root_id958830659
octolytics-dimension-repository_network_root_nwogoogle/adk-python
turbo-body-classeslogged-out env-production page-responsive
disable-turbofalse
browser-stats-urlhttps://api.github.com/_private/browser/stats
browser-errors-urlhttps://api.github.com/_private/browser/errors
release27b23bc056eb973d350fc95afc848757edb9e7a9
ui-targetfull
theme-color#1e2327
color-schemelight dark

Links:

Skip to contenthttps://patch-diff.githubusercontent.com/google/adk-python#start-of-content
https://patch-diff.githubusercontent.com/
Sign in https://patch-diff.githubusercontent.com/login?return_to=https%3A%2F%2Fgithub.com%2Fgoogle%2Fadk-python
GitHub CopilotWrite better code with AIhttps://github.com/features/copilot
GitHub SparkBuild and deploy intelligent appshttps://github.com/features/spark
GitHub ModelsManage and compare promptshttps://github.com/features/models
MCP RegistryNewIntegrate external toolshttps://github.com/mcp
ActionsAutomate any workflowhttps://github.com/features/actions
CodespacesInstant dev environmentshttps://github.com/features/codespaces
IssuesPlan and track workhttps://github.com/features/issues
Code ReviewManage code changeshttps://github.com/features/code-review
GitHub Advanced SecurityFind and fix vulnerabilitieshttps://github.com/security/advanced-security
Code securitySecure your code as you buildhttps://github.com/security/advanced-security/code-security
Secret protectionStop leaks before they starthttps://github.com/security/advanced-security/secret-protection
Why GitHubhttps://github.com/why-github
Documentationhttps://docs.github.com
Bloghttps://github.blog
Changeloghttps://github.blog/changelog
Marketplacehttps://github.com/marketplace
View all featureshttps://github.com/features
Enterpriseshttps://github.com/enterprise
Small and medium teamshttps://github.com/team
Startupshttps://github.com/enterprise/startups
Nonprofitshttps://github.com/solutions/industry/nonprofits
App Modernizationhttps://github.com/solutions/use-case/app-modernization
DevSecOpshttps://github.com/solutions/use-case/devsecops
DevOpshttps://github.com/solutions/use-case/devops
CI/CDhttps://github.com/solutions/use-case/ci-cd
View all use caseshttps://github.com/solutions/use-case
Healthcarehttps://github.com/solutions/industry/healthcare
Financial serviceshttps://github.com/solutions/industry/financial-services
Manufacturinghttps://github.com/solutions/industry/manufacturing
Governmenthttps://github.com/solutions/industry/government
View all industrieshttps://github.com/solutions/industry
View all solutionshttps://github.com/solutions
AIhttps://github.com/resources/articles?topic=ai
Software Developmenthttps://github.com/resources/articles?topic=software-development
DevOpshttps://github.com/resources/articles?topic=devops
Securityhttps://github.com/resources/articles?topic=security
View all topicshttps://github.com/resources/articles
Customer storieshttps://github.com/customer-stories
Events & webinarshttps://github.com/resources/events
Ebooks & reportshttps://github.com/resources/whitepapers
Business insightshttps://github.com/solutions/executive-insights
GitHub Skillshttps://skills.github.com
Documentationhttps://docs.github.com
Customer supporthttps://support.github.com
Community forumhttps://github.com/orgs/community/discussions
Trust centerhttps://github.com/trust-center
Partnershttps://github.com/partners
GitHub SponsorsFund open source developershttps://github.com/sponsors
Security Labhttps://securitylab.github.com
Maintainer Communityhttps://maintainers.github.com
Acceleratorhttps://github.com/accelerator
Archive Programhttps://archiveprogram.github.com
Topicshttps://github.com/topics
Trendinghttps://github.com/trending
Collectionshttps://github.com/collections
Enterprise platformAI-powered developer platformhttps://github.com/enterprise
GitHub Advanced SecurityEnterprise-grade security featureshttps://github.com/security/advanced-security
Copilot for BusinessEnterprise-grade AI featureshttps://github.com/features/copilot/copilot-business
Premium SupportEnterprise-grade 24/7 supporthttps://github.com/premium-support
Pricinghttps://github.com/pricing
Search syntax tipshttps://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax
documentationhttps://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax
Sign in https://patch-diff.githubusercontent.com/login?return_to=https%3A%2F%2Fgithub.com%2Fgoogle%2Fadk-python
Sign up https://patch-diff.githubusercontent.com/signup?ref_cta=Sign+up&ref_loc=header+logged+out&ref_page=%2F%3Cuser-name%3E%2F%3Crepo-name%3E&source=header-repo&source_repo=google%2Fadk-python
Reloadhttps://patch-diff.githubusercontent.com/google/adk-python
Reloadhttps://patch-diff.githubusercontent.com/google/adk-python
Reloadhttps://patch-diff.githubusercontent.com/google/adk-python
google https://patch-diff.githubusercontent.com/google
adk-pythonhttps://patch-diff.githubusercontent.com/google/adk-python
Notifications https://patch-diff.githubusercontent.com/login?return_to=%2Fgoogle%2Fadk-python
Fork 2.8k https://patch-diff.githubusercontent.com/login?return_to=%2Fgoogle%2Fadk-python
Star 17.2k https://patch-diff.githubusercontent.com/login?return_to=%2Fgoogle%2Fadk-python
google.github.io/adk-docs/https://google.github.io/adk-docs/
Apache-2.0 license https://patch-diff.githubusercontent.com/google/adk-python/blob/main/LICENSE
17.2k stars https://patch-diff.githubusercontent.com/google/adk-python/stargazers
2.8k forks https://patch-diff.githubusercontent.com/google/adk-python/forks
Branches https://patch-diff.githubusercontent.com/google/adk-python/branches
Tags https://patch-diff.githubusercontent.com/google/adk-python/tags
Activity https://patch-diff.githubusercontent.com/google/adk-python/activity
Star https://patch-diff.githubusercontent.com/login?return_to=%2Fgoogle%2Fadk-python
Notifications https://patch-diff.githubusercontent.com/login?return_to=%2Fgoogle%2Fadk-python
Code https://patch-diff.githubusercontent.com/google/adk-python
Issues 374 https://patch-diff.githubusercontent.com/google/adk-python/issues
Pull requests 171 https://patch-diff.githubusercontent.com/google/adk-python/pulls
Discussions https://patch-diff.githubusercontent.com/google/adk-python/discussions
Actions https://patch-diff.githubusercontent.com/google/adk-python/actions
Projects 0 https://patch-diff.githubusercontent.com/google/adk-python/projects
Security Uh oh! There was an error while loading. Please reload this page. https://patch-diff.githubusercontent.com/google/adk-python/security
Please reload this pagehttps://patch-diff.githubusercontent.com/google/adk-python
Insights https://patch-diff.githubusercontent.com/google/adk-python/pulse
Code https://patch-diff.githubusercontent.com/google/adk-python
Issues https://patch-diff.githubusercontent.com/google/adk-python/issues
Pull requests https://patch-diff.githubusercontent.com/google/adk-python/pulls
Discussions https://patch-diff.githubusercontent.com/google/adk-python/discussions
Actions https://patch-diff.githubusercontent.com/google/adk-python/actions
Projects https://patch-diff.githubusercontent.com/google/adk-python/projects
Security https://patch-diff.githubusercontent.com/google/adk-python/security
Insights https://patch-diff.githubusercontent.com/google/adk-python/pulse
Brancheshttps://patch-diff.githubusercontent.com/google/adk-python/branches
Tagshttps://patch-diff.githubusercontent.com/google/adk-python/tags
https://patch-diff.githubusercontent.com/google/adk-python/branches
https://patch-diff.githubusercontent.com/google/adk-python/tags
1,978 Commitshttps://patch-diff.githubusercontent.com/google/adk-python/commits/main/
https://patch-diff.githubusercontent.com/google/adk-python/commits/main/
.geminihttps://patch-diff.githubusercontent.com/google/adk-python/tree/main/.gemini
.geminihttps://patch-diff.githubusercontent.com/google/adk-python/tree/main/.gemini
.githubhttps://patch-diff.githubusercontent.com/google/adk-python/tree/main/.github
.githubhttps://patch-diff.githubusercontent.com/google/adk-python/tree/main/.github
assetshttps://patch-diff.githubusercontent.com/google/adk-python/tree/main/assets
assetshttps://patch-diff.githubusercontent.com/google/adk-python/tree/main/assets
contributinghttps://patch-diff.githubusercontent.com/google/adk-python/tree/main/contributing
contributinghttps://patch-diff.githubusercontent.com/google/adk-python/tree/main/contributing
scriptshttps://patch-diff.githubusercontent.com/google/adk-python/tree/main/scripts
scriptshttps://patch-diff.githubusercontent.com/google/adk-python/tree/main/scripts
src/google/adkhttps://patch-diff.githubusercontent.com/google/adk-python/tree/main/src/google/adk
src/google/adkhttps://patch-diff.githubusercontent.com/google/adk-python/tree/main/src/google/adk
testshttps://patch-diff.githubusercontent.com/google/adk-python/tree/main/tests
testshttps://patch-diff.githubusercontent.com/google/adk-python/tree/main/tests
.gitignorehttps://patch-diff.githubusercontent.com/google/adk-python/blob/main/.gitignore
.gitignorehttps://patch-diff.githubusercontent.com/google/adk-python/blob/main/.gitignore
AGENTS.mdhttps://patch-diff.githubusercontent.com/google/adk-python/blob/main/AGENTS.md
AGENTS.mdhttps://patch-diff.githubusercontent.com/google/adk-python/blob/main/AGENTS.md
CHANGELOG.mdhttps://patch-diff.githubusercontent.com/google/adk-python/blob/main/CHANGELOG.md
CHANGELOG.mdhttps://patch-diff.githubusercontent.com/google/adk-python/blob/main/CHANGELOG.md
CONTRIBUTING.mdhttps://patch-diff.githubusercontent.com/google/adk-python/blob/main/CONTRIBUTING.md
CONTRIBUTING.mdhttps://patch-diff.githubusercontent.com/google/adk-python/blob/main/CONTRIBUTING.md
LICENSEhttps://patch-diff.githubusercontent.com/google/adk-python/blob/main/LICENSE
LICENSEhttps://patch-diff.githubusercontent.com/google/adk-python/blob/main/LICENSE
README.mdhttps://patch-diff.githubusercontent.com/google/adk-python/blob/main/README.md
README.mdhttps://patch-diff.githubusercontent.com/google/adk-python/blob/main/README.md
autoformat.shhttps://patch-diff.githubusercontent.com/google/adk-python/blob/main/autoformat.sh
autoformat.shhttps://patch-diff.githubusercontent.com/google/adk-python/blob/main/autoformat.sh
llms-full.txthttps://patch-diff.githubusercontent.com/google/adk-python/blob/main/llms-full.txt
llms-full.txthttps://patch-diff.githubusercontent.com/google/adk-python/blob/main/llms-full.txt
llms.txthttps://patch-diff.githubusercontent.com/google/adk-python/blob/main/llms.txt
llms.txthttps://patch-diff.githubusercontent.com/google/adk-python/blob/main/llms.txt
pylintrchttps://patch-diff.githubusercontent.com/google/adk-python/blob/main/pylintrc
pylintrchttps://patch-diff.githubusercontent.com/google/adk-python/blob/main/pylintrc
pyproject.tomlhttps://patch-diff.githubusercontent.com/google/adk-python/blob/main/pyproject.toml
pyproject.tomlhttps://patch-diff.githubusercontent.com/google/adk-python/blob/main/pyproject.toml
READMEhttps://patch-diff.githubusercontent.com/google/adk-python
Code of conducthttps://patch-diff.githubusercontent.com/google/adk-python
Contributinghttps://patch-diff.githubusercontent.com/google/adk-python
Apache-2.0 licensehttps://patch-diff.githubusercontent.com/google/adk-python
Securityhttps://patch-diff.githubusercontent.com/google/adk-python
https://patch-diff.githubusercontent.com/google/adk-python#agent-development-kit-adk
https://patch-diff.githubusercontent.com/google/adk-python/blob/main/LICENSE
https://pypi.org/project/google-adk/
https://github.com/google/adk-python/actions/workflows/python-unit-tests.yml
https://www.reddit.com/r/agentdevelopmentkit/
https://codewiki.google/github.com/google/adk-python
https://raw.githubusercontent.com/google/adk-python/main/assets/agent-development-kit.png
https://patch-diff.githubusercontent.com/google/adk-python#----------
https://patch-diff.githubusercontent.com/google/adk-python#------an-open-source-code-first-python-framework-for-building-evaluating-and-deploying-sophisticated-ai-agents-with-flexibility-and-control----
Docshttps://google.github.io/adk-docs/
Sampleshttps://github.com/google/adk-samples
Java ADKhttps://github.com/google/adk-java
Go ADKhttps://github.com/google/adk-go
ADK Webhttps://github.com/google/adk-web
https://patch-diff.githubusercontent.com/google/adk-python#------important-links------docs------samples------java-adk------go-adk-------adk-web----
https://patch-diff.githubusercontent.com/google/adk-python#-whats-new
short instructionhttps://github.com/google/adk-python/discussions/3175#discussioncomment-14745120
391628fhttps://github.com/google/adk-python/commit/391628fcdc7b950c6835f64ae3ccab197163c990
9dce06fhttps://github.com/google/adk-python/commit/9dce06f9b00259ec42241df4f6638955e783a9d1
ee39a89https://github.com/google/adk-python/commit/ee39a891106316b790621795b5cc529e89815a98
https://patch-diff.githubusercontent.com/google/adk-python#-key-features
Agent Confighttps://google.github.io/adk-docs/agents/config/
tool confirmation flow(HITL)https://google.github.io/adk-docs/tools/confirmation/
https://patch-diff.githubusercontent.com/google/adk-python#-installation
https://patch-diff.githubusercontent.com/google/adk-python#stable-release-recommended
https://patch-diff.githubusercontent.com/google/adk-python#development-version
https://patch-diff.githubusercontent.com/google/adk-python#-agent2agent-a2a-protocol-and-adk-integration
A2A protocolhttps://github.com/google-a2a/A2A/
examplehttps://github.com/a2aproject/a2a-samples/tree/main/samples/python/agents
https://patch-diff.githubusercontent.com/google/adk-python#-documentation
Documentationhttps://google.github.io/adk-docs
https://patch-diff.githubusercontent.com/google/adk-python#-feature-highlight
https://patch-diff.githubusercontent.com/google/adk-python#define-a-single-agent
https://patch-diff.githubusercontent.com/google/adk-python#define-a-multi-agent-system
https://patch-diff.githubusercontent.com/google/adk-python#development-ui
https://raw.githubusercontent.com/google/adk-python/main/assets/adk-web-dev-ui-function-call.png
https://patch-diff.githubusercontent.com/google/adk-python#evaluate-agents
https://patch-diff.githubusercontent.com/google/adk-python#-contributing
General contribution guideline and flowhttps://google.github.io/adk-docs/contributing-guide/
Code Contributing Guidelineshttps://patch-diff.githubusercontent.com/google/adk-python/blob/main/CONTRIBUTING.md
https://patch-diff.githubusercontent.com/google/adk-python#community-repo
adk-python-community repohttps://github.com/google/adk-python-community
https://patch-diff.githubusercontent.com/google/adk-python#vibe-coding
llms.txthttps://patch-diff.githubusercontent.com/google/adk-python/blob/main/llms.txt
llms-full.txthttps://patch-diff.githubusercontent.com/google/adk-python/blob/main/llms-full.txt
https://patch-diff.githubusercontent.com/google/adk-python#community-events
join our grouphttps://groups.google.com/g/adk-community
recordinghttps://drive.google.com/file/d/1rpXDq5NSH8-MyMeYI6_5pZ3Lhn0X9BQf/view
deckhttps://docs.google.com/presentation/d/1_b8LG4xaiadbUUDzyNiapSFyxanc9ZgFdw7JQ6zmZ9Q/edit?slide=id.g384e60cdaca_0_658&resourcekey=0-tjFFv0VBQhpXBPCkZr0NOg#slide=id.g384e60cdaca_0_658
https://patch-diff.githubusercontent.com/google/adk-python#-license
LICENSEhttps://patch-diff.githubusercontent.com/google/adk-python/blob/main/LICENSE
google.github.io/adk-docs/https://google.github.io/adk-docs/
agent https://patch-diff.githubusercontent.com/topics/agent
ai https://patch-diff.githubusercontent.com/topics/ai
multi-agent https://patch-diff.githubusercontent.com/topics/multi-agent
agents https://patch-diff.githubusercontent.com/topics/agents
multi-agent-systems https://patch-diff.githubusercontent.com/topics/multi-agent-systems
ai-agents https://patch-diff.githubusercontent.com/topics/ai-agents
multi-agents https://patch-diff.githubusercontent.com/topics/multi-agents
llm https://patch-diff.githubusercontent.com/topics/llm
llms https://patch-diff.githubusercontent.com/topics/llms
genai https://patch-diff.githubusercontent.com/topics/genai
agentic https://patch-diff.githubusercontent.com/topics/agentic
genai-chatbot https://patch-diff.githubusercontent.com/topics/genai-chatbot
agentic-ai https://patch-diff.githubusercontent.com/topics/agentic-ai
multi-agents-collaboration https://patch-diff.githubusercontent.com/topics/multi-agents-collaboration
aiagentframework https://patch-diff.githubusercontent.com/topics/aiagentframework
agents-sdk https://patch-diff.githubusercontent.com/topics/agents-sdk
Readme https://patch-diff.githubusercontent.com/google/adk-python#readme-ov-file
Apache-2.0 license https://patch-diff.githubusercontent.com/google/adk-python#Apache-2.0-1-ov-file
Code of conduct https://patch-diff.githubusercontent.com/google/adk-python#coc-ov-file
Contributing https://patch-diff.githubusercontent.com/google/adk-python#contributing-ov-file
Security policy https://patch-diff.githubusercontent.com/google/adk-python#security-ov-file
Please reload this pagehttps://patch-diff.githubusercontent.com/google/adk-python
Activityhttps://patch-diff.githubusercontent.com/google/adk-python/activity
Custom propertieshttps://patch-diff.githubusercontent.com/google/adk-python/custom-properties
17.2k starshttps://patch-diff.githubusercontent.com/google/adk-python/stargazers
143 watchinghttps://patch-diff.githubusercontent.com/google/adk-python/watchers
2.8k forkshttps://patch-diff.githubusercontent.com/google/adk-python/forks
Report repository https://patch-diff.githubusercontent.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Fgoogle%2Fadk-python&report=google+%28user%29
Releases 34https://patch-diff.githubusercontent.com/google/adk-python/releases
v1.22.1 Latest Jan 12, 2026 https://patch-diff.githubusercontent.com/google/adk-python/releases/tag/v1.22.1
+ 33 releaseshttps://patch-diff.githubusercontent.com/google/adk-python/releases
Used by 3.1khttps://patch-diff.githubusercontent.com/google/adk-python/network/dependents
+ 3,058 https://patch-diff.githubusercontent.com/google/adk-python/network/dependents
Contributors 225https://patch-diff.githubusercontent.com/google/adk-python/graphs/contributors
https://github.com/seanzhougoogle
https://github.com/google-genai-bot
https://github.com/hangfei
https://github.com/Jacksunwei
https://github.com/GWeale
https://github.com/xuanyang15
https://github.com/DeanChensj
https://github.com/wuliang229
https://github.com/ankursharmas
https://github.com/wyf7107
https://github.com/selcukgun
https://github.com/wukath
https://github.com/copybara-github
https://github.com/yeesian
+ 211 contributorshttps://patch-diff.githubusercontent.com/google/adk-python/graphs/contributors
Python 95.4% https://patch-diff.githubusercontent.com/google/adk-python/search?l=python
Jupyter Notebook 3.8% https://patch-diff.githubusercontent.com/google/adk-python/search?l=jupyter-notebook
https://github.com
Termshttps://docs.github.com/site-policy/github-terms/github-terms-of-service
Privacyhttps://docs.github.com/site-policy/privacy-policies/github-privacy-statement
Securityhttps://github.com/security
Statushttps://www.githubstatus.com/
Communityhttps://github.community/
Docshttps://docs.github.com/
Contacthttps://support.github.com?tags=dotcom-footer

Viewport: width=device-width


URLs of crawlers that visited me.