René's URL Explorer Experiment


Title: GitHub - jaykaro/sdk-python: A model-driven approach to building AI agents in just a few lines of code. · GitHub

Open Graph Title: GitHub - jaykaro/sdk-python: A model-driven approach to building AI agents in just a few lines of code.

X Title: GitHub - jaykaro/sdk-python: A model-driven approach to building AI agents in just a few lines of code.

Description: A model-driven approach to building AI agents in just a few lines of code. - jaykaro/sdk-python

Open Graph Description: A model-driven approach to building AI agents in just a few lines of code. - jaykaro/sdk-python

X Description: A model-driven approach to building AI agents in just a few lines of code. - jaykaro/sdk-python

Opengraph URL: https://github.com/jaykaro/sdk-python

X: @github

direct link

Domain: github.com

route-pattern/:user_id/:repository
route-controllerfiles
route-actiondisambiguate
fetch-noncev2:996ef570-6243-a0d5-5e76-99b5d9f5968f
current-catalog-service-hashf3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-idA0FA:19B5CC:246FE6:345CC0:6A560611
html-safe-nonce7705459c20db4503caa4319c8280971981462799e1317eed27771841e0086a7c
visitor-payloadeyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiJBMEZBOjE5QjVDQzoyNDZGRTY6MzQ1Q0MwOjZBNTYwNjExIiwidmlzaXRvcl9pZCI6IjEzNTA2NzIzNDkxMzgzODg0OTgiLCJyZWdpb25fZWRnZSI6ImlhZCIsInJlZ2lvbl9yZW5kZXIiOiJpYWQifQ==
visitor-hmacbf80a8961ab7113335106010c4cfc6577193525d1486839151ab834a6cea3343
hovercard-subject-tagrepository:1210188782
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/jaykaro/sdk-python
twitter:imagehttps://opengraph.githubassets.com/2a0cc4d6db910a87f1199145d4a150779d4c9ba26e14f886b97506b6048616ab/jaykaro/sdk-python
twitter:cardsummary_large_image
og:imagehttps://opengraph.githubassets.com/2a0cc4d6db910a87f1199145d4a150779d4c9ba26e14f886b97506b6048616ab/jaykaro/sdk-python
og:image:altA model-driven approach to building AI agents in just a few lines of code. - jaykaro/sdk-python
og:image:width1200
og:image:height600
og:site_nameGitHub
og:typeobject
hostnamegithub.com
expected-hostnamegithub.com
Nonef4368738fc918fecd9b3958f6b49218bbe60d4185f38e72e3954e11f1ad0213a
turbo-cache-controlno-cache
go-importgithub.com/jaykaro/sdk-python git https://github.com/jaykaro/sdk-python.git
octolytics-dimension-user_id143667539
octolytics-dimension-user_loginjaykaro
octolytics-dimension-repository_id1210188782
octolytics-dimension-repository_nwojaykaro/sdk-python
octolytics-dimension-repository_publictrue
octolytics-dimension-repository_is_forktrue
octolytics-dimension-repository_parent_id983715534
octolytics-dimension-repository_parent_nwostrands-agents/harness-sdk
octolytics-dimension-repository_network_root_id983715534
octolytics-dimension-repository_network_root_nwostrands-agents/harness-sdk
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
releaseed27e29ef37c0e8f612ea3fed8118b955b8314e2
ui-targetfull
theme-color#1e2327
color-schemelight dark

Links:

Skip to contenthttps://github.com/jaykaro/sdk-python#start-of-content
https://github.com/
Sign in https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fjaykaro%2Fsdk-python
GitHub CopilotWrite better code with AIhttps://github.com/features/copilot
GitHub Copilot appDirect agents from issue to mergehttps://github.com/features/ai/github-app
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
View all resourceshttps://github.com/resources
GitHub SponsorsFund open source developershttps://github.com/open-source/sponsors
Security Labhttps://securitylab.github.com
Maintainer Communityhttps://maintainers.github.com
Acceleratorhttps://github.com/open-source/accelerator
GitHub Starshttps://stars.github.com
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/enterprise/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://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fjaykaro%2Fsdk-python
Sign up https://github.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=jaykaro%2Fsdk-python
Reloadhttps://github.com/jaykaro/sdk-python
Reloadhttps://github.com/jaykaro/sdk-python
Reloadhttps://github.com/jaykaro/sdk-python
jaykaro https://github.com/jaykaro
sdk-pythonhttps://github.com/jaykaro/sdk-python
strands-agents/harness-sdkhttps://github.com/strands-agents/harness-sdk
Notifications https://github.com/login?return_to=%2Fjaykaro%2Fsdk-python
Fork 0 https://github.com/login?return_to=%2Fjaykaro%2Fsdk-python
Star 0 https://github.com/login?return_to=%2Fjaykaro%2Fsdk-python
Code https://github.com/jaykaro/sdk-python
Pull requests 0 https://github.com/jaykaro/sdk-python/pulls
Actions https://github.com/jaykaro/sdk-python/actions
Projects https://github.com/jaykaro/sdk-python/projects
Security and quality 0 https://github.com/jaykaro/sdk-python/security
Insights https://github.com/jaykaro/sdk-python/pulse
Code https://github.com/jaykaro/sdk-python
Pull requests https://github.com/jaykaro/sdk-python/pulls
Actions https://github.com/jaykaro/sdk-python/actions
Projects https://github.com/jaykaro/sdk-python/projects
Security and quality https://github.com/jaykaro/sdk-python/security
Insights https://github.com/jaykaro/sdk-python/pulse
https://github.com/jaykaro/sdk-python
Brancheshttps://github.com/jaykaro/sdk-python/branches
Tagshttps://github.com/jaykaro/sdk-python/tags
https://github.com/jaykaro/sdk-python/branches
https://github.com/jaykaro/sdk-python/tags
649 Commitshttps://github.com/jaykaro/sdk-python/commits/main/
https://github.com/jaykaro/sdk-python/commits/main/
.githubhttps://github.com/jaykaro/sdk-python/tree/main/.github
.githubhttps://github.com/jaykaro/sdk-python/tree/main/.github
docshttps://github.com/jaykaro/sdk-python/tree/main/docs
docshttps://github.com/jaykaro/sdk-python/tree/main/docs
src/strandshttps://github.com/jaykaro/sdk-python/tree/main/src/strands
src/strandshttps://github.com/jaykaro/sdk-python/tree/main/src/strands
testshttps://github.com/jaykaro/sdk-python/tree/main/tests
testshttps://github.com/jaykaro/sdk-python/tree/main/tests
tests_integhttps://github.com/jaykaro/sdk-python/tree/main/tests_integ
tests_integhttps://github.com/jaykaro/sdk-python/tree/main/tests_integ
.codecov.ymlhttps://github.com/jaykaro/sdk-python/blob/main/.codecov.yml
.codecov.ymlhttps://github.com/jaykaro/sdk-python/blob/main/.codecov.yml
.gitignorehttps://github.com/jaykaro/sdk-python/blob/main/.gitignore
.gitignorehttps://github.com/jaykaro/sdk-python/blob/main/.gitignore
.markdown-link-check.jsonhttps://github.com/jaykaro/sdk-python/blob/main/.markdown-link-check.json
.markdown-link-check.jsonhttps://github.com/jaykaro/sdk-python/blob/main/.markdown-link-check.json
.pre-commit-config.yamlhttps://github.com/jaykaro/sdk-python/blob/main/.pre-commit-config.yaml
.pre-commit-config.yamlhttps://github.com/jaykaro/sdk-python/blob/main/.pre-commit-config.yaml
AGENTS.mdhttps://github.com/jaykaro/sdk-python/blob/main/AGENTS.md
AGENTS.mdhttps://github.com/jaykaro/sdk-python/blob/main/AGENTS.md
CONTRIBUTING.mdhttps://github.com/jaykaro/sdk-python/blob/main/CONTRIBUTING.md
CONTRIBUTING.mdhttps://github.com/jaykaro/sdk-python/blob/main/CONTRIBUTING.md
LICENSEhttps://github.com/jaykaro/sdk-python/blob/main/LICENSE
LICENSEhttps://github.com/jaykaro/sdk-python/blob/main/LICENSE
NOTICEhttps://github.com/jaykaro/sdk-python/blob/main/NOTICE
NOTICEhttps://github.com/jaykaro/sdk-python/blob/main/NOTICE
README.mdhttps://github.com/jaykaro/sdk-python/blob/main/README.md
README.mdhttps://github.com/jaykaro/sdk-python/blob/main/README.md
SECURITY.mdhttps://github.com/jaykaro/sdk-python/blob/main/SECURITY.md
SECURITY.mdhttps://github.com/jaykaro/sdk-python/blob/main/SECURITY.md
pyproject.tomlhttps://github.com/jaykaro/sdk-python/blob/main/pyproject.toml
pyproject.tomlhttps://github.com/jaykaro/sdk-python/blob/main/pyproject.toml
READMEhttps://github.com/jaykaro/sdk-python
Contributinghttps://github.com/jaykaro/sdk-python
Licensehttps://github.com/jaykaro/sdk-python
Securityhttps://github.com/jaykaro/sdk-python
https://strandsagents.com
https://github.com/jaykaro/sdk-python#----strands-agents--
https://github.com/jaykaro/sdk-python#----a-model-driven-approach-to-building-ai-agents-in-just-a-few-lines-of-code--
https://github.com/strands-agents/sdk-python/graphs/commit-activity
https://github.com/strands-agents/sdk-python/issues
https://github.com/strands-agents/sdk-python/pulls
https://github.com/strands-agents/sdk-python/blob/main/LICENSE
https://pypi.org/project/strands-agents/
https://python.org
Documentationhttps://strandsagents.com/
Sampleshttps://github.com/strands-agents/samples
Python SDKhttps://github.com/strands-agents/sdk-python
Toolshttps://github.com/strands-agents/tools
Agent Builderhttps://github.com/strands-agents/agent-builder
MCP Serverhttps://github.com/strands-agents/mcp-server
https://github.com/jaykaro/sdk-python#feature-overview
https://github.com/jaykaro/sdk-python#quick-start
Quickstart Guidehttps://strandsagents.com/
https://github.com/jaykaro/sdk-python#installation
https://github.com/jaykaro/sdk-python#features-at-a-glance
https://github.com/jaykaro/sdk-python#python-based-tools
https://github.com/jaykaro/sdk-python#mcp-support
https://github.com/jaykaro/sdk-python#multiple-model-providers
Amazon Bedrockhttps://strandsagents.com/docs/user-guide/concepts/model-providers/amazon-bedrock/
Anthropichttps://strandsagents.com/docs/user-guide/concepts/model-providers/anthropic/
Geminihttps://strandsagents.com/docs/user-guide/concepts/model-providers/gemini/
Coherehttps://strandsagents.com/docs/user-guide/concepts/model-providers/cohere/
LiteLLMhttps://strandsagents.com/docs/user-guide/concepts/model-providers/litellm/
llama.cpphttps://strandsagents.com/docs/user-guide/concepts/model-providers/llamacpp/
LlamaAPIhttps://strandsagents.com/docs/user-guide/concepts/model-providers/llamaapi/
MistralAIhttps://strandsagents.com/docs/user-guide/concepts/model-providers/mistral/
Ollamahttps://strandsagents.com/docs/user-guide/concepts/model-providers/ollama/
OpenAIhttps://strandsagents.com/docs/user-guide/concepts/model-providers/openai/
OpenAI Responses APIhttps://strandsagents.com/docs/user-guide/concepts/model-providers/openai/
SageMakerhttps://strandsagents.com/docs/user-guide/concepts/model-providers/sagemaker/
Writerhttps://strandsagents.com/docs/user-guide/concepts/model-providers/writer/
Custom Providershttps://strandsagents.com/docs/user-guide/concepts/model-providers/custom_model_provider/
https://github.com/jaykaro/sdk-python#example-tools
strands-agents/toolshttps://github.com/strands-agents/tools
https://github.com/jaykaro/sdk-python#bidirectional-streaming
Quickstarthttps://strandsagents.com/docs/user-guide/concepts/bidirectional-streaming/quickstart/
https://github.com/jaykaro/sdk-python#documentation
User Guidehttps://strandsagents.com/
Quick Start Guidehttps://strandsagents.com/docs/user-guide/quickstart/
Agent Loophttps://strandsagents.com/docs/user-guide/concepts/agents/agent-loop/
Exampleshttps://strandsagents.com/docs/examples/
API Referencehttps://strandsagents.com/docs/api/python/strands.agent.agent/
Production & Deployment Guidehttps://strandsagents.com/docs/user-guide/deploy/operating-agents-in-production/
https://github.com/jaykaro/sdk-python#contributing-️
Contributing Guidehttps://github.com/jaykaro/sdk-python/blob/main/CONTRIBUTING.md
https://github.com/jaykaro/sdk-python#license
LICENSEhttps://github.com/jaykaro/sdk-python/blob/main/LICENSE
https://github.com/jaykaro/sdk-python#security
CONTRIBUTINGhttps://github.com/jaykaro/sdk-python/blob/main/CONTRIBUTING.md#security-issue-notifications
strandsagents.comhttps://strandsagents.com
Readme https://github.com/jaykaro/sdk-python#readme-ov-file
Apache-2.0 license https://github.com/jaykaro/sdk-python#Apache-2.0-1-ov-file
Contributing https://github.com/jaykaro/sdk-python#contributing-ov-file
Security policy https://github.com/jaykaro/sdk-python#security-ov-file
Please reload this pagehttps://github.com/jaykaro/sdk-python
Activityhttps://github.com/jaykaro/sdk-python/activity
0 forkshttps://github.com/jaykaro/sdk-python/forks
Report repository https://github.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Fjaykaro%2Fsdk-python&report=jaykaro+%28user%29
Releaseshttps://github.com/jaykaro/sdk-python/releases
Packages 0https://github.com/users/jaykaro/packages?repo_name=sdk-python
Please reload this pagehttps://github.com/jaykaro/sdk-python
Contributorshttps://github.com/jaykaro/sdk-python/graphs/contributors
Please reload this pagehttps://github.com/jaykaro/sdk-python
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.