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class="NavLink-module__title__Q7t0p">Changelog</span><svg aria-hidden="true" focusable="false" class="octicon octicon-link-external NavLink-module__externalIcon__eWIry" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M3.75 2h3.5a.75.75 0 0 1 0 1.5h-3.5a.25.25 0 0 0-.25.25v8.5c0 .138.112.25.25.25h8.5a.25.25 0 0 0 .25-.25v-3.5a.75.75 0 0 1 1.5 0v3.5A1.75 1.75 0 0 1 12.25 14h-8.5A1.75 1.75 0 0 1 2 12.25v-8.5C2 2.784 2.784 2 3.75 2Zm6.854-1h4.146a.25.25 0 0 1 .25.25v4.146a.25.25 0 0 1-.427.177L13.03 4.03 9.28 7.78a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042l3.75-3.75-1.543-1.543A.25.25 0 0 1 10.604 1Z"></path></svg></a></li><li><a href="https://github.com/marketplace" data-analytics-event="{&quot;action&quot;:&quot;marketplace&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;context&quot;:&quot;platform&quot;,&quot;location&quot;:&quot;navbar&quot;,&quot;label&quot;:&quot;marketplace_link_platform_navbar&quot;}" class="NavLink-module__link__EG3d4"><span class="NavLink-module__title__Q7t0p">Marketplace</span></a></li></ul></div></li></ul><div class="NavDropdown-module__trailingLinkContainer__VgJGL"><a href="https://github.com/features" data-analytics-event="{&quot;action&quot;:&quot;view_all_features&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;context&quot;:&quot;platform&quot;,&quot;location&quot;:&quot;navbar&quot;,&quot;label&quot;:&quot;view_all_features_link_platform_navbar&quot;}" class="NavLink-module__link__EG3d4"><span class="NavLink-module__title__Q7t0p">View all features</span><svg aria-hidden="true" focusable="false" class="octicon octicon-chevron-right NavLink-module__arrowIcon__amekg" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M6.22 3.22a.75.75 0 0 1 1.06 0l4.25 4.25a.75.75 0 0 1 0 1.06l-4.25 4.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042L9.94 8 6.22 4.28a.75.75 0 0 1 0-1.06Z"></path></svg></a></div></div></div></li><li><div class="NavDropdown-module__container__l2YeI js-details-container js-header-menu-item"><button type="button" class="NavDropdown-module__button__PEHWX js-details-target" aria-expanded="false">Solutions<svg aria-hidden="true" focusable="false" class="octicon octicon-chevron-right NavDropdown-module__buttonIcon__Tkl8_" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M6.22 3.22a.75.75 0 0 1 1.06 0l4.25 4.25a.75.75 0 0 1 0 1.06l-4.25 4.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042L9.94 8 6.22 4.28a.75.75 0 0 1 0-1.06Z"></path></svg></button><div class="NavDropdown-module__dropdown__xm1jd"><ul class="NavDropdown-module__list__zuCgG"><li><div class="NavGroup-module__group__W8SqJ"><span class="NavGroup-module__title__Wzxz2">BY COMPANY SIZE</span><ul class="NavGroup-module__list__UCOFy"><li><a href="https://github.com/enterprise" data-analytics-event="{&quot;action&quot;:&quot;enterprises&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;context&quot;:&quot;solutions&quot;,&quot;location&quot;:&quot;navbar&quot;,&quot;label&quot;:&quot;enterprises_link_solutions_navbar&quot;}" class="NavLink-module__link__EG3d4"><span class="NavLink-module__title__Q7t0p">Enterprises</span></a></li><li><a href="https://github.com/team" data-analytics-event="{&quot;action&quot;:&quot;small_and_medium_teams&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;context&quot;:&quot;solutions&quot;,&quot;location&quot;:&quot;navbar&quot;,&quot;label&quot;:&quot;small_and_medium_teams_link_solutions_navbar&quot;}" class="NavLink-module__link__EG3d4"><span class="NavLink-module__title__Q7t0p">Small and medium teams</span></a></li><li><a href="https://github.com/enterprise/startups" data-analytics-event="{&quot;action&quot;:&quot;startups&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;context&quot;:&quot;solutions&quot;,&quot;location&quot;:&quot;navbar&quot;,&quot;label&quot;:&quot;startups_link_solutions_navbar&quot;}" class="NavLink-module__link__EG3d4"><span class="NavLink-module__title__Q7t0p">Startups</span></a></li><li><a href="https://github.com/solutions/industry/nonprofits" data-analytics-event="{&quot;action&quot;:&quot;nonprofits&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;context&quot;:&quot;solutions&quot;,&quot;location&quot;:&quot;navbar&quot;,&quot;label&quot;:&quot;nonprofits_link_solutions_navbar&quot;}" class="NavLink-module__link__EG3d4"><span class="NavLink-module__title__Q7t0p">Nonprofits</span></a></li></ul></div></li><li><div class="NavGroup-module__group__W8SqJ"><span class="NavGroup-module__title__Wzxz2">BY USE CASE</span><ul class="NavGroup-module__list__UCOFy"><li><a href="https://github.com/solutions/use-case/app-modernization" data-analytics-event="{&quot;action&quot;:&quot;app_modernization&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;context&quot;:&quot;solutions&quot;,&quot;location&quot;:&quot;navbar&quot;,&quot;label&quot;:&quot;app_modernization_link_solutions_navbar&quot;}" class="NavLink-module__link__EG3d4"><span class="NavLink-module__title__Q7t0p">App Modernization</span></a></li><li><a href="https://github.com/solutions/use-case/devsecops" data-analytics-event="{&quot;action&quot;:&quot;devsecops&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;context&quot;:&quot;solutions&quot;,&quot;location&quot;:&quot;navbar&quot;,&quot;label&quot;:&quot;devsecops_link_solutions_navbar&quot;}" class="NavLink-module__link__EG3d4"><span class="NavLink-module__title__Q7t0p">DevSecOps</span></a></li><li><a href="https://github.com/solutions/use-case/devops" data-analytics-event="{&quot;action&quot;:&quot;devops&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;context&quot;:&quot;solutions&quot;,&quot;location&quot;:&quot;navbar&quot;,&quot;label&quot;:&quot;devops_link_solutions_navbar&quot;}" class="NavLink-module__link__EG3d4"><span class="NavLink-module__title__Q7t0p">DevOps</span></a></li><li><a href="https://github.com/solutions/use-case/ci-cd" data-analytics-event="{&quot;action&quot;:&quot;ci/cd&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;context&quot;:&quot;solutions&quot;,&quot;location&quot;:&quot;navbar&quot;,&quot;label&quot;:&quot;ci/cd_link_solutions_navbar&quot;}" class="NavLink-module__link__EG3d4"><span class="NavLink-module__title__Q7t0p">CI/CD</span></a></li><li><a href="https://github.com/solutions/use-case" data-analytics-event="{&quot;action&quot;:&quot;view_all_use_cases&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;context&quot;:&quot;solutions&quot;,&quot;location&quot;:&quot;navbar&quot;,&quot;label&quot;:&quot;view_all_use_cases_link_solutions_navbar&quot;}" class="NavLink-module__link__EG3d4"><span class="NavLink-module__title__Q7t0p">View all use cases</span><svg aria-hidden="true" focusable="false" class="octicon octicon-chevron-right NavLink-module__arrowIcon__amekg" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M6.22 3.22a.75.75 0 0 1 1.06 0l4.25 4.25a.75.75 0 0 1 0 1.06l-4.25 4.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042L9.94 8 6.22 4.28a.75.75 0 0 1 0-1.06Z"></path></svg></a></li></ul></div></li><li><div class="NavGroup-module__group__W8SqJ"><span class="NavGroup-module__title__Wzxz2">BY INDUSTRY</span><ul class="NavGroup-module__list__UCOFy"><li><a href="https://github.com/solutions/industry/healthcare" data-analytics-event="{&quot;action&quot;:&quot;healthcare&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;context&quot;:&quot;solutions&quot;,&quot;location&quot;:&quot;navbar&quot;,&quot;label&quot;:&quot;healthcare_link_solutions_navbar&quot;}" class="NavLink-module__link__EG3d4"><span class="NavLink-module__title__Q7t0p">Healthcare</span></a></li><li><a href="https://github.com/solutions/industry/financial-services" data-analytics-event="{&quot;action&quot;:&quot;financial_services&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;context&quot;:&quot;solutions&quot;,&quot;location&quot;:&quot;navbar&quot;,&quot;label&quot;:&quot;financial_services_link_solutions_navbar&quot;}" class="NavLink-module__link__EG3d4"><span class="NavLink-module__title__Q7t0p">Financial services</span></a></li><li><a href="https://github.com/solutions/industry/manufacturing" data-analytics-event="{&quot;action&quot;:&quot;manufacturing&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;context&quot;:&quot;solutions&quot;,&quot;location&quot;:&quot;navbar&quot;,&quot;label&quot;:&quot;manufacturing_link_solutions_navbar&quot;}" class="NavLink-module__link__EG3d4"><span class="NavLink-module__title__Q7t0p">Manufacturing</span></a></li><li><a href="https://github.com/solutions/industry/government" data-analytics-event="{&quot;action&quot;:&quot;government&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;context&quot;:&quot;solutions&quot;,&quot;location&quot;:&quot;navbar&quot;,&quot;label&quot;:&quot;government_link_solutions_navbar&quot;}" class="NavLink-module__link__EG3d4"><span class="NavLink-module__title__Q7t0p">Government</span></a></li><li><a href="https://github.com/solutions/industry" data-analytics-event="{&quot;action&quot;:&quot;view_all_industries&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;context&quot;:&quot;solutions&quot;,&quot;location&quot;:&quot;navbar&quot;,&quot;label&quot;:&quot;view_all_industries_link_solutions_navbar&quot;}" class="NavLink-module__link__EG3d4"><span class="NavLink-module__title__Q7t0p">View all industries</span><svg aria-hidden="true" focusable="false" class="octicon octicon-chevron-right NavLink-module__arrowIcon__amekg" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M6.22 3.22a.75.75 0 0 1 1.06 0l4.25 4.25a.75.75 0 0 1 0 1.06l-4.25 4.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042L9.94 8 6.22 4.28a.75.75 0 0 1 0-1.06Z"></path></svg></a></li></ul></div></li></ul><div class="NavDropdown-module__trailingLinkContainer__VgJGL"><a href="https://github.com/solutions" data-analytics-event="{&quot;action&quot;:&quot;view_all_solutions&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;context&quot;:&quot;solutions&quot;,&quot;location&quot;:&quot;navbar&quot;,&quot;label&quot;:&quot;view_all_solutions_link_solutions_navbar&quot;}" class="NavLink-module__link__EG3d4"><span class="NavLink-module__title__Q7t0p">View all solutions</span><svg aria-hidden="true" focusable="false" class="octicon octicon-chevron-right NavLink-module__arrowIcon__amekg" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M6.22 3.22a.75.75 0 0 1 1.06 0l4.25 4.25a.75.75 0 0 1 0 1.06l-4.25 4.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042L9.94 8 6.22 4.28a.75.75 0 0 1 0-1.06Z"></path></svg></a></div></div></div></li><li><div class="NavDropdown-module__container__l2YeI js-details-container js-header-menu-item"><button type="button" class="NavDropdown-module__button__PEHWX js-details-target" aria-expanded="false">Resources<svg aria-hidden="true" focusable="false" class="octicon octicon-chevron-right NavDropdown-module__buttonIcon__Tkl8_" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M6.22 3.22a.75.75 0 0 1 1.06 0l4.25 4.25a.75.75 0 0 1 0 1.06l-4.25 4.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042L9.94 8 6.22 4.28a.75.75 0 0 1 0-1.06Z"></path></svg></button><div class="NavDropdown-module__dropdown__xm1jd"><ul class="NavDropdown-module__list__zuCgG"><li><div class="NavGroup-module__group__W8SqJ"><span class="NavGroup-module__title__Wzxz2">EXPLORE BY TOPIC</span><ul class="NavGroup-module__list__UCOFy"><li><a href="https://github.com/resources/articles?topic=ai" data-analytics-event="{&quot;action&quot;:&quot;ai&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;context&quot;:&quot;resources&quot;,&quot;location&quot;:&quot;navbar&quot;,&quot;label&quot;:&quot;ai_link_resources_navbar&quot;}" class="NavLink-module__link__EG3d4"><span class="NavLink-module__title__Q7t0p">AI</span></a></li><li><a href="https://github.com/resources/articles?topic=software-development" data-analytics-event="{&quot;action&quot;:&quot;software_development&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;context&quot;:&quot;resources&quot;,&quot;location&quot;:&quot;navbar&quot;,&quot;label&quot;:&quot;software_development_link_resources_navbar&quot;}" class="NavLink-module__link__EG3d4"><span class="NavLink-module__title__Q7t0p">Software Development</span></a></li><li><a href="https://github.com/resources/articles?topic=devops" data-analytics-event="{&quot;action&quot;:&quot;devops&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;context&quot;:&quot;resources&quot;,&quot;location&quot;:&quot;navbar&quot;,&quot;label&quot;:&quot;devops_link_resources_navbar&quot;}" class="NavLink-module__link__EG3d4"><span class="NavLink-module__title__Q7t0p">DevOps</span></a></li><li><a href="https://github.com/resources/articles?topic=security" data-analytics-event="{&quot;action&quot;:&quot;security&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;context&quot;:&quot;resources&quot;,&quot;location&quot;:&quot;navbar&quot;,&quot;label&quot;:&quot;security_link_resources_navbar&quot;}" class="NavLink-module__link__EG3d4"><span class="NavLink-module__title__Q7t0p">Security</span></a></li><li><a href="https://github.com/resources/articles" data-analytics-event="{&quot;action&quot;:&quot;view_all_topics&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;context&quot;:&quot;resources&quot;,&quot;location&quot;:&quot;navbar&quot;,&quot;label&quot;:&quot;view_all_topics_link_resources_navbar&quot;}" class="NavLink-module__link__EG3d4"><span class="NavLink-module__title__Q7t0p">View all topics</span><svg aria-hidden="true" focusable="false" class="octicon octicon-chevron-right NavLink-module__arrowIcon__amekg" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M6.22 3.22a.75.75 0 0 1 1.06 0l4.25 4.25a.75.75 0 0 1 0 1.06l-4.25 4.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042L9.94 8 6.22 4.28a.75.75 0 0 1 0-1.06Z"></path></svg></a></li></ul></div></li><li><div class="NavGroup-module__group__W8SqJ"><span class="NavGroup-module__title__Wzxz2">EXPLORE BY TYPE</span><ul class="NavGroup-module__list__UCOFy"><li><a href="https://github.com/customer-stories" data-analytics-event="{&quot;action&quot;:&quot;customer_stories&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;context&quot;:&quot;resources&quot;,&quot;location&quot;:&quot;navbar&quot;,&quot;label&quot;:&quot;customer_stories_link_resources_navbar&quot;}" class="NavLink-module__link__EG3d4"><span class="NavLink-module__title__Q7t0p">Customer stories</span></a></li><li><a href="https://github.com/resources/events" data-analytics-event="{&quot;action&quot;:&quot;events__webinars&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;context&quot;:&quot;resources&quot;,&quot;location&quot;:&quot;navbar&quot;,&quot;label&quot;:&quot;events__webinars_link_resources_navbar&quot;}" class="NavLink-module__link__EG3d4"><span class="NavLink-module__title__Q7t0p">Events &amp; webinars</span></a></li><li><a href="https://github.com/resources/whitepapers" data-analytics-event="{&quot;action&quot;:&quot;ebooks__reports&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;context&quot;:&quot;resources&quot;,&quot;location&quot;:&quot;navbar&quot;,&quot;label&quot;:&quot;ebooks__reports_link_resources_navbar&quot;}" class="NavLink-module__link__EG3d4"><span class="NavLink-module__title__Q7t0p">Ebooks &amp; reports</span></a></li><li><a href="https://github.com/solutions/executive-insights" data-analytics-event="{&quot;action&quot;:&quot;business_insights&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;context&quot;:&quot;resources&quot;,&quot;location&quot;:&quot;navbar&quot;,&quot;label&quot;:&quot;business_insights_link_resources_navbar&quot;}" class="NavLink-module__link__EG3d4"><span class="NavLink-module__title__Q7t0p">Business insights</span></a></li><li><a href="https://skills.github.com" data-analytics-event="{&quot;action&quot;:&quot;github_skills&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;context&quot;:&quot;resources&quot;,&quot;location&quot;:&quot;navbar&quot;,&quot;label&quot;:&quot;github_skills_link_resources_navbar&quot;}" class="NavLink-module__link__EG3d4" target="_blank" rel="noreferrer"><span class="NavLink-module__title__Q7t0p">GitHub Skills</span><svg aria-hidden="true" focusable="false" class="octicon octicon-link-external NavLink-module__externalIcon__eWIry" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M3.75 2h3.5a.75.75 0 0 1 0 1.5h-3.5a.25.25 0 0 0-.25.25v8.5c0 .138.112.25.25.25h8.5a.25.25 0 0 0 .25-.25v-3.5a.75.75 0 0 1 1.5 0v3.5A1.75 1.75 0 0 1 12.25 14h-8.5A1.75 1.75 0 0 1 2 12.25v-8.5C2 2.784 2.784 2 3.75 2Zm6.854-1h4.146a.25.25 0 0 1 .25.25v4.146a.25.25 0 0 1-.427.177L13.03 4.03 9.28 7.78a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042l3.75-3.75-1.543-1.543A.25.25 0 0 1 10.604 1Z"></path></svg></a></li></ul></div></li><li><div class="NavGroup-module__group__W8SqJ"><span class="NavGroup-module__title__Wzxz2">SUPPORT &amp; SERVICES</span><ul class="NavGroup-module__list__UCOFy"><li><a href="https://docs.github.com" data-analytics-event="{&quot;action&quot;:&quot;documentation&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;context&quot;:&quot;resources&quot;,&quot;location&quot;:&quot;navbar&quot;,&quot;label&quot;:&quot;documentation_link_resources_navbar&quot;}" class="NavLink-module__link__EG3d4" target="_blank" rel="noreferrer"><span class="NavLink-module__title__Q7t0p">Documentation</span><svg aria-hidden="true" focusable="false" class="octicon octicon-link-external NavLink-module__externalIcon__eWIry" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M3.75 2h3.5a.75.75 0 0 1 0 1.5h-3.5a.25.25 0 0 0-.25.25v8.5c0 .138.112.25.25.25h8.5a.25.25 0 0 0 .25-.25v-3.5a.75.75 0 0 1 1.5 0v3.5A1.75 1.75 0 0 1 12.25 14h-8.5A1.75 1.75 0 0 1 2 12.25v-8.5C2 2.784 2.784 2 3.75 2Zm6.854-1h4.146a.25.25 0 0 1 .25.25v4.146a.25.25 0 0 1-.427.177L13.03 4.03 9.28 7.78a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042l3.75-3.75-1.543-1.543A.25.25 0 0 1 10.604 1Z"></path></svg></a></li><li><a href="https://support.github.com" data-analytics-event="{&quot;action&quot;:&quot;customer_support&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;context&quot;:&quot;resources&quot;,&quot;location&quot;:&quot;navbar&quot;,&quot;label&quot;:&quot;customer_support_link_resources_navbar&quot;}" class="NavLink-module__link__EG3d4" target="_blank" rel="noreferrer"><span class="NavLink-module__title__Q7t0p">Customer support</span><svg aria-hidden="true" focusable="false" class="octicon octicon-link-external NavLink-module__externalIcon__eWIry" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M3.75 2h3.5a.75.75 0 0 1 0 1.5h-3.5a.25.25 0 0 0-.25.25v8.5c0 .138.112.25.25.25h8.5a.25.25 0 0 0 .25-.25v-3.5a.75.75 0 0 1 1.5 0v3.5A1.75 1.75 0 0 1 12.25 14h-8.5A1.75 1.75 0 0 1 2 12.25v-8.5C2 2.784 2.784 2 3.75 2Zm6.854-1h4.146a.25.25 0 0 1 .25.25v4.146a.25.25 0 0 1-.427.177L13.03 4.03 9.28 7.78a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042l3.75-3.75-1.543-1.543A.25.25 0 0 1 10.604 1Z"></path></svg></a></li><li><a href="https://github.com/orgs/community/discussions" data-analytics-event="{&quot;action&quot;:&quot;community_forum&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;context&quot;:&quot;resources&quot;,&quot;location&quot;:&quot;navbar&quot;,&quot;label&quot;:&quot;community_forum_link_resources_navbar&quot;}" class="NavLink-module__link__EG3d4"><span class="NavLink-module__title__Q7t0p">Community forum</span></a></li><li><a href="https://github.com/trust-center" data-analytics-event="{&quot;action&quot;:&quot;trust_center&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;context&quot;:&quot;resources&quot;,&quot;location&quot;:&quot;navbar&quot;,&quot;label&quot;:&quot;trust_center_link_resources_navbar&quot;}" class="NavLink-module__link__EG3d4"><span class="NavLink-module__title__Q7t0p">Trust center</span></a></li><li><a href="https://github.com/partners" data-analytics-event="{&quot;action&quot;:&quot;partners&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;context&quot;:&quot;resources&quot;,&quot;location&quot;:&quot;navbar&quot;,&quot;label&quot;:&quot;partners_link_resources_navbar&quot;}" class="NavLink-module__link__EG3d4"><span class="NavLink-module__title__Q7t0p">Partners</span></a></li></ul></div></li></ul><div class="NavDropdown-module__trailingLinkContainer__VgJGL"><a href="https://github.com/resources" 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1.134.938 2.344.938 1.573 0 2.292-.337 2.657-.751.384-.435.558-1.15.558-2.361 0-1.14-.243-1.847-.705-2.319-.477-.488-1.319-.862-2.824-1.025-1.487-.161-2.192.138-2.533.529-.269.307-.437.808-.438 1.578v.021c0 .265.021.562.063.893Zm-1.626 0c.042-.331.063-.628.063-.894v-.02c-.001-.77-.169-1.271-.438-1.578-.341-.391-1.046-.69-2.533-.529-1.505.163-2.347.537-2.824 1.025-.462.472-.705 1.179-.705 2.319 0 1.211.175 1.926.558 2.361.365.414 1.084.751 2.657.751 1.21 0 1.902-.394 2.344-.938.475-.584.742-1.44.878-2.497Z"></path><path d="M14.5 14.25a1 1 0 0 1 1 1v2a1 1 0 0 1-2 0v-2a1 1 0 0 1 1-1Zm-5 0a1 1 0 0 1 1 1v2a1 1 0 0 1-2 0v-2a1 1 0 0 1 1-1Z"></path></svg><span class="NavLink-module__title__Q7t0p">Copilot for Business</span><span class="NavLink-module__subtitle__X4gkW">Enterprise-grade AI features</span></div></a></li><li><a href="https://github.com/premium-support" 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        <div data-target="query-builder.styledInputContainer" class="QueryBuilder-StyledInputContainer">
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      <template id="search-icon">
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</svg>
</template>

<template id="code-icon">
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<template id="file-code-icon">
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</svg>
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<template id="history-icon">
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</svg>
</template>

<template id="repo-icon">
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    <path d="M2 2.5A2.5 2.5 0 0 1 4.5 0h8.75a.75.75 0 0 1 .75.75v12.5a.75.75 0 0 1-.75.75h-2.5a.75.75 0 0 1 0-1.5h1.75v-2h-8a1 1 0 0 0-.714 1.7.75.75 0 1 1-1.072 1.05A2.495 2.495 0 0 1 2 11.5Zm10.5-1h-8a1 1 0 0 0-1 1v6.708A2.486 2.486 0 0 1 4.5 9h8ZM5 12.25a.25.25 0 0 1 .25-.25h3.5a.25.25 0 0 1 .25.25v3.25a.25.25 0 0 1-.4.2l-1.45-1.087a.249.249 0 0 0-.3 0L5.4 15.7a.25.25 0 0 1-.4-.2Z"></path>
</svg>
</template>

<template id="bookmark-icon">
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    <path d="M3 2.75C3 1.784 3.784 1 4.75 1h6.5c.966 0 1.75.784 1.75 1.75v11.5a.75.75 0 0 1-1.227.579L8 11.722l-3.773 3.107A.751.751 0 0 1 3 14.25Zm1.75-.25a.25.25 0 0 0-.25.25v9.91l3.023-2.489a.75.75 0 0 1 .954 0l3.023 2.49V2.75a.25.25 0 0 0-.25-.25Z"></path>
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</template>

<template id="plus-circle-icon">
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    <path d="M8 0a8 8 0 1 1 0 16A8 8 0 0 1 8 0ZM1.5 8a6.5 6.5 0 1 0 13 0 6.5 6.5 0 0 0-13 0Zm7.25-3.25v2.5h2.5a.75.75 0 0 1 0 1.5h-2.5v2.5a.75.75 0 0 1-1.5 0v-2.5h-2.5a.75.75 0 0 1 0-1.5h2.5v-2.5a.75.75 0 0 1 1.5 0Z"></path>
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<template id="circle-icon">
  <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-dot-fill">
    <path d="M8 4a4 4 0 1 1 0 8 4 4 0 0 1 0-8Z"></path>
</svg>
</template>

<template id="trash-icon">
  <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-trash">
    <path d="M11 1.75V3h2.25a.75.75 0 0 1 0 1.5H2.75a.75.75 0 0 1 0-1.5H5V1.75C5 .784 5.784 0 6.75 0h2.5C10.216 0 11 .784 11 1.75ZM4.496 6.675l.66 6.6a.25.25 0 0 0 .249.225h5.19a.25.25 0 0 0 .249-.225l.66-6.6a.75.75 0 0 1 1.492.149l-.66 6.6A1.748 1.748 0 0 1 10.595 15h-5.19a1.75 1.75 0 0 1-1.741-1.575l-.66-6.6a.75.75 0 1 1 1.492-.15ZM6.5 1.75V3h3V1.75a.25.25 0 0 0-.25-.25h-2.5a.25.25 0 0 0-.25.25Z"></path>
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<template id="team-icon">
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</template>

<template id="project-icon">
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</svg>
</template>

<template id="pencil-icon">
  <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-pencil">
    <path d="M11.013 1.427a1.75 1.75 0 0 1 2.474 0l1.086 1.086a1.75 1.75 0 0 1 0 2.474l-8.61 8.61c-.21.21-.47.364-.756.445l-3.251.93a.75.75 0 0 1-.927-.928l.929-3.25c.081-.286.235-.547.445-.758l8.61-8.61Zm.176 4.823L9.75 4.81l-6.286 6.287a.253.253 0 0 0-.064.108l-.558 1.953 1.953-.558a.253.253 0 0 0 .108-.064Zm1.238-3.763a.25.25 0 0 0-.354 0L10.811 3.75l1.439 1.44 1.263-1.263a.25.25 0 0 0 0-.354Z"></path>
</svg>
</template>

<template id="copilot-icon">
  <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-copilot">
    <path d="M7.998 15.035c-4.562 0-7.873-2.914-7.998-3.749V9.338c.085-.628.677-1.686 1.588-2.065.013-.07.024-.143.036-.218.029-.183.06-.384.126-.612-.201-.508-.254-1.084-.254-1.656 0-.87.128-1.769.693-2.484.579-.733 1.494-1.124 2.724-1.261 1.206-.134 2.262.034 2.944.765.05.053.096.108.139.165.044-.057.094-.112.143-.165.682-.731 1.738-.899 2.944-.765 1.23.137 2.145.528 2.724 1.261.566.715.693 1.614.693 2.484 0 .572-.053 1.148-.254 1.656.066.228.098.429.126.612.012.076.024.148.037.218.924.385 1.522 1.471 1.591 2.095v1.872c0 .766-3.351 3.795-8.002 3.795Zm0-1.485c2.28 0 4.584-1.11 5.002-1.433V7.862l-.023-.116c-.49.21-1.075.291-1.727.291-1.146 0-2.059-.327-2.71-.991A3.222 3.222 0 0 1 8 6.303a3.24 3.24 0 0 1-.544.743c-.65.664-1.563.991-2.71.991-.652 0-1.236-.081-1.727-.291l-.023.116v4.255c.419.323 2.722 1.433 5.002 1.433ZM6.762 2.83c-.193-.206-.637-.413-1.682-.297-1.019.113-1.479.404-1.713.7-.247.312-.369.789-.369 1.554 0 .793.129 1.171.308 1.371.162.181.519.379 1.442.379.853 0 1.339-.235 1.638-.54.315-.322.527-.827.617-1.553.117-.935-.037-1.395-.241-1.614Zm4.155-.297c-1.044-.116-1.488.091-1.681.297-.204.219-.359.679-.242 1.614.091.726.303 1.231.618 1.553.299.305.784.54 1.638.54.922 0 1.28-.198 1.442-.379.179-.2.308-.578.308-1.371 0-.765-.123-1.242-.37-1.554-.233-.296-.693-.587-1.713-.7Z"></path><path d="M6.25 9.037a.75.75 0 0 1 .75.75v1.501a.75.75 0 0 1-1.5 0V9.787a.75.75 0 0 1 .75-.75Zm4.25.75v1.501a.75.75 0 0 1-1.5 0V9.787a.75.75 0 0 1 1.5 0Z"></path>
</svg>
</template>

<template id="copilot-error-icon">
  <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-copilot-error">
    <path d="M16 11.24c0 .112-.072.274-.21.467L13 9.688V7.862l-.023-.116c-.49.21-1.075.291-1.727.291-.198 0-.388-.009-.571-.029L6.833 5.226a4.01 4.01 0 0 0 .17-.782c.117-.935-.037-1.395-.241-1.614-.193-.206-.637-.413-1.682-.297-.683.076-1.115.231-1.395.415l-1.257-.91c.579-.564 1.413-.877 2.485-.996 1.206-.134 2.262.034 2.944.765.05.053.096.108.139.165.044-.057.094-.112.143-.165.682-.731 1.738-.899 2.944-.765 1.23.137 2.145.528 2.724 1.261.566.715.693 1.614.693 2.484 0 .572-.053 1.148-.254 1.656.066.228.098.429.126.612.012.076.024.148.037.218.924.385 1.522 1.471 1.591 2.095Zm-5.083-8.707c-1.044-.116-1.488.091-1.681.297-.204.219-.359.679-.242 1.614.091.726.303 1.231.618 1.553.299.305.784.54 1.638.54.922 0 1.28-.198 1.442-.379.179-.2.308-.578.308-1.371 0-.765-.123-1.242-.37-1.554-.233-.296-.693-.587-1.713-.7Zm2.511 11.074c-1.393.776-3.272 1.428-5.43 1.428-4.562 0-7.873-2.914-7.998-3.749V9.338c.085-.628.677-1.686 1.588-2.065.013-.07.024-.143.036-.218.029-.183.06-.384.126-.612-.18-.455-.241-.963-.252-1.475L.31 4.107A.747.747 0 0 1 0 3.509V3.49a.748.748 0 0 1 .625-.73c.156-.026.306.047.435.139l14.667 10.578a.592.592 0 0 1 .227.264.752.752 0 0 1 .046.249v.022a.75.75 0 0 1-1.19.596Zm-1.367-.991L5.635 7.964a5.128 5.128 0 0 1-.889.073c-.652 0-1.236-.081-1.727-.291l-.023.116v4.255c.419.323 2.722 1.433 5.002 1.433 1.539 0 3.089-.505 4.063-.934Z"></path>
</svg>
</template>

<template id="workflow-icon">
  <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-workflow">
    <path d="M0 1.75C0 .784.784 0 1.75 0h3.5C6.216 0 7 .784 7 1.75v3.5A1.75 1.75 0 0 1 5.25 7H4v4a1 1 0 0 0 1 1h4v-1.25C9 9.784 9.784 9 10.75 9h3.5c.966 0 1.75.784 1.75 1.75v3.5A1.75 1.75 0 0 1 14.25 16h-3.5A1.75 1.75 0 0 1 9 14.25v-.75H5A2.5 2.5 0 0 1 2.5 11V7h-.75A1.75 1.75 0 0 1 0 5.25Zm1.75-.25a.25.25 0 0 0-.25.25v3.5c0 .138.112.25.25.25h3.5a.25.25 0 0 0 .25-.25v-3.5a.25.25 0 0 0-.25-.25Zm9 9a.25.25 0 0 0-.25.25v3.5c0 .138.112.25.25.25h3.5a.25.25 0 0 0 .25-.25v-3.5a.25.25 0 0 0-.25-.25Z"></path>
</svg>
</template>

<template id="book-icon">
  <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-book">
    <path d="M0 1.75A.75.75 0 0 1 .75 1h4.253c1.227 0 2.317.59 3 1.501A3.743 3.743 0 0 1 11.006 1h4.245a.75.75 0 0 1 .75.75v10.5a.75.75 0 0 1-.75.75h-4.507a2.25 2.25 0 0 0-1.591.659l-.622.621a.75.75 0 0 1-1.06 0l-.622-.621A2.25 2.25 0 0 0 5.258 13H.75a.75.75 0 0 1-.75-.75Zm7.251 10.324.004-5.073-.002-2.253A2.25 2.25 0 0 0 5.003 2.5H1.5v9h3.757a3.75 3.75 0 0 1 1.994.574ZM8.755 4.75l-.004 7.322a3.752 3.752 0 0 1 1.992-.572H14.5v-9h-3.495a2.25 2.25 0 0 0-2.25 2.25Z"></path>
</svg>
</template>

<template id="code-review-icon">
  <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-code-review">
    <path d="M1.75 1h12.5c.966 0 1.75.784 1.75 1.75v8.5A1.75 1.75 0 0 1 14.25 13H8.061l-2.574 2.573A1.458 1.458 0 0 1 3 14.543V13H1.75A1.75 1.75 0 0 1 0 11.25v-8.5C0 1.784.784 1 1.75 1ZM1.5 2.75v8.5c0 .138.112.25.25.25h2a.75.75 0 0 1 .75.75v2.19l2.72-2.72a.749.749 0 0 1 .53-.22h6.5a.25.25 0 0 0 .25-.25v-8.5a.25.25 0 0 0-.25-.25H1.75a.25.25 0 0 0-.25.25Zm5.28 1.72a.75.75 0 0 1 0 1.06L5.31 7l1.47 1.47a.751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018l-2-2a.75.75 0 0 1 0-1.06l2-2a.75.75 0 0 1 1.06 0Zm2.44 0a.75.75 0 0 1 1.06 0l2 2a.75.75 0 0 1 0 1.06l-2 2a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042L10.69 7 9.22 5.53a.75.75 0 0 1 0-1.06Z"></path>
</svg>
</template>

<template id="codespaces-icon">
  <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-codespaces">
    <path d="M0 11.25c0-.966.784-1.75 1.75-1.75h12.5c.966 0 1.75.784 1.75 1.75v3A1.75 1.75 0 0 1 14.25 16H1.75A1.75 1.75 0 0 1 0 14.25Zm2-9.5C2 .784 2.784 0 3.75 0h8.5C13.216 0 14 .784 14 1.75v5a1.75 1.75 0 0 1-1.75 1.75h-8.5A1.75 1.75 0 0 1 2 6.75Zm1.75-.25a.25.25 0 0 0-.25.25v5c0 .138.112.25.25.25h8.5a.25.25 0 0 0 .25-.25v-5a.25.25 0 0 0-.25-.25Zm-2 9.5a.25.25 0 0 0-.25.25v3c0 .138.112.25.25.25h12.5a.25.25 0 0 0 .25-.25v-3a.25.25 0 0 0-.25-.25Z"></path><path d="M7 12.75a.75.75 0 0 1 .75-.75h4.5a.75.75 0 0 1 0 1.5h-4.5a.75.75 0 0 1-.75-.75Zm-4 0a.75.75 0 0 1 .75-.75h.5a.75.75 0 0 1 0 1.5h-.5a.75.75 0 0 1-.75-.75Z"></path>
</svg>
</template>

<template id="comment-icon">
  <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-comment">
    <path d="M1 2.75C1 1.784 1.784 1 2.75 1h10.5c.966 0 1.75.784 1.75 1.75v7.5A1.75 1.75 0 0 1 13.25 12H9.06l-2.573 2.573A1.458 1.458 0 0 1 4 13.543V12H2.75A1.75 1.75 0 0 1 1 10.25Zm1.75-.25a.25.25 0 0 0-.25.25v7.5c0 .138.112.25.25.25h2a.75.75 0 0 1 .75.75v2.19l2.72-2.72a.749.749 0 0 1 .53-.22h4.5a.25.25 0 0 0 .25-.25v-7.5a.25.25 0 0 0-.25-.25Z"></path>
</svg>
</template>

<template id="comment-discussion-icon">
  <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-comment-discussion">
    <path d="M1.75 1h8.5c.966 0 1.75.784 1.75 1.75v5.5A1.75 1.75 0 0 1 10.25 10H7.061l-2.574 2.573A1.458 1.458 0 0 1 2 11.543V10h-.25A1.75 1.75 0 0 1 0 8.25v-5.5C0 1.784.784 1 1.75 1ZM1.5 2.75v5.5c0 .138.112.25.25.25h1a.75.75 0 0 1 .75.75v2.19l2.72-2.72a.749.749 0 0 1 .53-.22h3.5a.25.25 0 0 0 .25-.25v-5.5a.25.25 0 0 0-.25-.25h-8.5a.25.25 0 0 0-.25.25Zm13 2a.25.25 0 0 0-.25-.25h-.5a.75.75 0 0 1 0-1.5h.5c.966 0 1.75.784 1.75 1.75v5.5A1.75 1.75 0 0 1 14.25 12H14v1.543a1.458 1.458 0 0 1-2.487 1.03L9.22 12.28a.749.749 0 0 1 .326-1.275.749.749 0 0 1 .734.215l2.22 2.22v-2.19a.75.75 0 0 1 .75-.75h1a.25.25 0 0 0 .25-.25Z"></path>
</svg>
</template>

<template id="organization-icon">
  <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-organization">
    <path d="M1.75 16A1.75 1.75 0 0 1 0 14.25V1.75C0 .784.784 0 1.75 0h8.5C11.216 0 12 .784 12 1.75v12.5c0 .085-.006.168-.018.25h2.268a.25.25 0 0 0 .25-.25V8.285a.25.25 0 0 0-.111-.208l-1.055-.703a.749.749 0 1 1 .832-1.248l1.055.703c.487.325.779.871.779 1.456v5.965A1.75 1.75 0 0 1 14.25 16h-3.5a.766.766 0 0 1-.197-.026c-.099.017-.2.026-.303.026h-3a.75.75 0 0 1-.75-.75V14h-1v1.25a.75.75 0 0 1-.75.75Zm-.25-1.75c0 .138.112.25.25.25H4v-1.25a.75.75 0 0 1 .75-.75h2.5a.75.75 0 0 1 .75.75v1.25h2.25a.25.25 0 0 0 .25-.25V1.75a.25.25 0 0 0-.25-.25h-8.5a.25.25 0 0 0-.25.25ZM3.75 6h.5a.75.75 0 0 1 0 1.5h-.5a.75.75 0 0 1 0-1.5ZM3 3.75A.75.75 0 0 1 3.75 3h.5a.75.75 0 0 1 0 1.5h-.5A.75.75 0 0 1 3 3.75Zm4 3A.75.75 0 0 1 7.75 6h.5a.75.75 0 0 1 0 1.5h-.5A.75.75 0 0 1 7 6.75ZM7.75 3h.5a.75.75 0 0 1 0 1.5h-.5a.75.75 0 0 1 0-1.5ZM3 9.75A.75.75 0 0 1 3.75 9h.5a.75.75 0 0 1 0 1.5h-.5A.75.75 0 0 1 3 9.75ZM7.75 9h.5a.75.75 0 0 1 0 1.5h-.5a.75.75 0 0 1 0-1.5Z"></path>
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</template>

<template id="rocket-icon">
  <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-rocket">
    <path d="M14.064 0h.186C15.216 0 16 .784 16 1.75v.186a8.752 8.752 0 0 1-2.564 6.186l-.458.459c-.314.314-.641.616-.979.904v3.207c0 .608-.315 1.172-.833 1.49l-2.774 1.707a.749.749 0 0 1-1.11-.418l-.954-3.102a1.214 1.214 0 0 1-.145-.125L3.754 9.816a1.218 1.218 0 0 1-.124-.145L.528 8.717a.749.749 0 0 1-.418-1.11l1.71-2.774A1.748 1.748 0 0 1 3.31 4h3.204c.288-.338.59-.665.904-.979l.459-.458A8.749 8.749 0 0 1 14.064 0ZM8.938 3.623h-.002l-.458.458c-.76.76-1.437 1.598-2.02 2.5l-1.5 2.317 2.143 2.143 2.317-1.5c.902-.583 1.74-1.26 2.499-2.02l.459-.458a7.25 7.25 0 0 0 2.123-5.127V1.75a.25.25 0 0 0-.25-.25h-.186a7.249 7.249 0 0 0-5.125 2.123ZM3.56 14.56c-.732.732-2.334 1.045-3.005 1.148a.234.234 0 0 1-.201-.064.234.234 0 0 1-.064-.201c.103-.671.416-2.273 1.15-3.003a1.502 1.502 0 1 1 2.12 2.12Zm6.94-3.935c-.088.06-.177.118-.266.175l-2.35 1.521.548 1.783 1.949-1.2a.25.25 0 0 0 .119-.213ZM3.678 8.116 5.2 5.766c.058-.09.117-.178.176-.266H3.309a.25.25 0 0 0-.213.119l-1.2 1.95ZM12 5a1 1 0 1 1-2 0 1 1 0 0 1 2 0Z"></path>
</svg>
</template>

<template id="shield-check-icon">
  <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-shield-check">
    <path d="m8.533.133 5.25 1.68A1.75 1.75 0 0 1 15 3.48V7c0 1.566-.32 3.182-1.303 4.682-.983 1.498-2.585 2.813-5.032 3.855a1.697 1.697 0 0 1-1.33 0c-2.447-1.042-4.049-2.357-5.032-3.855C1.32 10.182 1 8.566 1 7V3.48a1.75 1.75 0 0 1 1.217-1.667l5.25-1.68a1.748 1.748 0 0 1 1.066 0Zm-.61 1.429.001.001-5.25 1.68a.251.251 0 0 0-.174.237V7c0 1.36.275 2.666 1.057 3.859.784 1.194 2.121 2.342 4.366 3.298a.196.196 0 0 0 .154 0c2.245-.957 3.582-2.103 4.366-3.297C13.225 9.666 13.5 8.358 13.5 7V3.48a.25.25 0 0 0-.174-.238l-5.25-1.68a.25.25 0 0 0-.153 0ZM11.28 6.28l-3.5 3.5a.75.75 0 0 1-1.06 0l-1.5-1.5a.749.749 0 0 1 .326-1.275.749.749 0 0 1 .734.215l.97.97 2.97-2.97a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042Z"></path>
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</template>

<template id="heart-icon">
  <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-heart">
    <path d="m8 14.25.345.666a.75.75 0 0 1-.69 0l-.008-.004-.018-.01a7.152 7.152 0 0 1-.31-.17 22.055 22.055 0 0 1-3.434-2.414C2.045 10.731 0 8.35 0 5.5 0 2.836 2.086 1 4.25 1 5.797 1 7.153 1.802 8 3.02 8.847 1.802 10.203 1 11.75 1 13.914 1 16 2.836 16 5.5c0 2.85-2.045 5.231-3.885 6.818a22.066 22.066 0 0 1-3.744 2.584l-.018.01-.006.003h-.002ZM4.25 2.5c-1.336 0-2.75 1.164-2.75 3 0 2.15 1.58 4.144 3.365 5.682A20.58 20.58 0 0 0 8 13.393a20.58 20.58 0 0 0 3.135-2.211C12.92 9.644 14.5 7.65 14.5 5.5c0-1.836-1.414-3-2.75-3-1.373 0-2.609.986-3.029 2.456a.749.749 0 0 1-1.442 0C6.859 3.486 5.623 2.5 4.25 2.5Z"></path>
</svg>
</template>

<template id="server-icon">
  <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-server">
    <path d="M1.75 1h12.5c.966 0 1.75.784 1.75 1.75v4c0 .372-.116.717-.314 1 .198.283.314.628.314 1v4a1.75 1.75 0 0 1-1.75 1.75H1.75A1.75 1.75 0 0 1 0 12.75v-4c0-.358.109-.707.314-1a1.739 1.739 0 0 1-.314-1v-4C0 1.784.784 1 1.75 1ZM1.5 2.75v4c0 .138.112.25.25.25h12.5a.25.25 0 0 0 .25-.25v-4a.25.25 0 0 0-.25-.25H1.75a.25.25 0 0 0-.25.25Zm.25 5.75a.25.25 0 0 0-.25.25v4c0 .138.112.25.25.25h12.5a.25.25 0 0 0 .25-.25v-4a.25.25 0 0 0-.25-.25ZM7 4.75A.75.75 0 0 1 7.75 4h4.5a.75.75 0 0 1 0 1.5h-4.5A.75.75 0 0 1 7 4.75ZM7.75 10h4.5a.75.75 0 0 1 0 1.5h-4.5a.75.75 0 0 1 0-1.5ZM3 4.75A.75.75 0 0 1 3.75 4h.5a.75.75 0 0 1 0 1.5h-.5A.75.75 0 0 1 3 4.75ZM3.75 10h.5a.75.75 0 0 1 0 1.5h-.5a.75.75 0 0 1 0-1.5Z"></path>
</svg>
</template>

<template id="globe-icon">
  <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-globe">
    <path d="M8 0a8 8 0 1 1 0 16A8 8 0 0 1 8 0ZM5.78 8.75a9.64 9.64 0 0 0 1.363 4.177c.255.426.542.832.857 1.215.245-.296.551-.705.857-1.215A9.64 9.64 0 0 0 10.22 8.75Zm4.44-1.5a9.64 9.64 0 0 0-1.363-4.177c-.307-.51-.612-.919-.857-1.215a9.927 9.927 0 0 0-.857 1.215A9.64 9.64 0 0 0 5.78 7.25Zm-5.944 1.5H1.543a6.507 6.507 0 0 0 4.666 5.5c-.123-.181-.24-.365-.352-.552-.715-1.192-1.437-2.874-1.581-4.948Zm-2.733-1.5h2.733c.144-2.074.866-3.756 1.58-4.948.12-.197.237-.381.353-.552a6.507 6.507 0 0 0-4.666 5.5Zm10.181 1.5c-.144 2.074-.866 3.756-1.58 4.948-.12.197-.237.381-.353.552a6.507 6.507 0 0 0 4.666-5.5Zm2.733-1.5a6.507 6.507 0 0 0-4.666-5.5c.123.181.24.365.353.552.714 1.192 1.436 2.874 1.58 4.948Z"></path>
</svg>
</template>

<template id="issue-opened-icon">
  <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-issue-opened">
    <path d="M8 9.5a1.5 1.5 0 1 0 0-3 1.5 1.5 0 0 0 0 3Z"></path><path d="M8 0a8 8 0 1 1 0 16A8 8 0 0 1 8 0ZM1.5 8a6.5 6.5 0 1 0 13 0 6.5 6.5 0 0 0-13 0Z"></path>
</svg>
</template>

<template id="device-mobile-icon">
  <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-device-mobile">
    <path d="M3.75 0h8.5C13.216 0 14 .784 14 1.75v12.5A1.75 1.75 0 0 1 12.25 16h-8.5A1.75 1.75 0 0 1 2 14.25V1.75C2 .784 2.784 0 3.75 0ZM3.5 1.75v12.5c0 .138.112.25.25.25h8.5a.25.25 0 0 0 .25-.25V1.75a.25.25 0 0 0-.25-.25h-8.5a.25.25 0 0 0-.25.25ZM8 13a1 1 0 1 1 0-2 1 1 0 0 1 0 2Z"></path>
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</template>

<template id="package-icon">
  <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-package">
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        <div class="position-relative">
                        <ul
              role="listbox"
              class="ActionListWrap QueryBuilder-ListWrap"
              aria-label="Suggestions"
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                type="text"
                name="custom_scope_name"
                id="custom_scope_name"
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                class="form-control"
                autocomplete="off"
                placeholder="github-ruby"
                required
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              required
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          <p class="text-small color-fg-muted">
            To see all available qualifiers, see our <a class="Link--inTextBlock" href="https://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax">documentation</a>.
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</form>        </div>

        <div data-target="custom-scopes.manageCustomScopesForm">
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</div>
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      <div data-view-component="true" class="Overlay-footer Overlay-footer--alignEnd Overlay-footer--divided">          <button data-action="click:custom-scopes#customScopesCancel" type="button" data-view-component="true" class="btn">    Cancel
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class=\"heading-element\" dir=\"auto\"\u003eAI Agents for Beginners - A Course\u003c/h1\u003e\u003ca id=\"user-content-ai-agents-for-beginners---a-course\" class=\"anchor\" aria-label=\"Permalink: AI Agents for Beginners - A Course\" href=\"#ai-agents-for-beginners---a-course\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003e\u003ca target=\"_blank\" rel=\"noopener noreferrer\" href=\"/microsoft/ai-agents-for-beginners/blob/main/images/repo-thumbnailv2.png\"\u003e\u003cimg src=\"/microsoft/ai-agents-for-beginners/raw/main/images/repo-thumbnailv2.png\" alt=\"Generative AI For Beginners\" style=\"max-width: 100%;\"\u003e\u003c/a\u003e\u003c/p\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch2 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eA course teaching everything you need to know to start building AI Agents\u003c/h2\u003e\u003ca id=\"user-content-a-course-teaching-everything-you-need-to-know-to-start-building-ai-agents\" class=\"anchor\" aria-label=\"Permalink: A course teaching everything you need to know to start building AI Agents\" href=\"#a-course-teaching-everything-you-need-to-know-to-start-building-ai-agents\"\u003e\u003csvg class=\"octicon octicon-link\" 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data-canonical-src=\"https://img.shields.io/github/issues-pr/microsoft/ai-agents-for-beginners.svg\" style=\"max-width: 100%;\"\u003e\u003c/a\u003e\n\u003ca href=\"http://makeapullrequest.com?WT.mc_id=academic-105485-koreyst\" rel=\"nofollow\"\u003e\u003cimg src=\"https://camo.githubusercontent.com/25b3e6d0d42c98de74a98cbb4d149a1c09020cf6d1361993b72d7d5b8ffed363/68747470733a2f2f696d672e736869656c64732e696f2f62616467652f5052732d77656c636f6d652d627269676874677265656e2e7376673f7374796c653d666c61742d737175617265\" alt=\"PRs Welcome\" data-canonical-src=\"https://img.shields.io/badge/PRs-welcome-brightgreen.svg?style=flat-square\" style=\"max-width: 100%;\"\u003e\u003c/a\u003e\u003c/p\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch3 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003e🌐 Multi-Language Support\u003c/h3\u003e\u003ca id=\"user-content--multi-language-support\" class=\"anchor\" aria-label=\"Permalink: 🌐 Multi-Language Support\" href=\"#-multi-language-support\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch4 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eSupported via GitHub Action (Automated \u0026amp; Always Up-to-Date)\u003c/h4\u003e\u003ca id=\"user-content-supported-via-github-action-automated--always-up-to-date\" class=\"anchor\" aria-label=\"Permalink: Supported via GitHub Action (Automated \u0026amp; Always Up-to-Date)\" href=\"#supported-via-github-action-automated--always-up-to-date\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\n\u003cp dir=\"auto\"\u003e\u003ca href=\"/microsoft/ai-agents-for-beginners/blob/main/translations/ar/README.md\"\u003eArabic\u003c/a\u003e | \u003ca href=\"/microsoft/ai-agents-for-beginners/blob/main/translations/bn/README.md\"\u003eBengali\u003c/a\u003e | \u003ca href=\"/microsoft/ai-agents-for-beginners/blob/main/translations/bg/README.md\"\u003eBulgarian\u003c/a\u003e | \u003ca href=\"/microsoft/ai-agents-for-beginners/blob/main/translations/my/README.md\"\u003eBurmese (Myanmar)\u003c/a\u003e | \u003ca href=\"/microsoft/ai-agents-for-beginners/blob/main/translations/zh-CN/README.md\"\u003eChinese (Simplified)\u003c/a\u003e | \u003ca href=\"/microsoft/ai-agents-for-beginners/blob/main/translations/zh-HK/README.md\"\u003eChinese (Traditional, Hong Kong)\u003c/a\u003e | \u003ca href=\"/microsoft/ai-agents-for-beginners/blob/main/translations/zh-MO/README.md\"\u003eChinese (Traditional, Macau)\u003c/a\u003e | \u003ca href=\"/microsoft/ai-agents-for-beginners/blob/main/translations/zh-TW/README.md\"\u003eChinese (Traditional, Taiwan)\u003c/a\u003e | \u003ca href=\"/microsoft/ai-agents-for-beginners/blob/main/translations/hr/README.md\"\u003eCroatian\u003c/a\u003e | \u003ca href=\"/microsoft/ai-agents-for-beginners/blob/main/translations/cs/README.md\"\u003eCzech\u003c/a\u003e | \u003ca href=\"/microsoft/ai-agents-for-beginners/blob/main/translations/da/README.md\"\u003eDanish\u003c/a\u003e | \u003ca href=\"/microsoft/ai-agents-for-beginners/blob/main/translations/nl/README.md\"\u003eDutch\u003c/a\u003e | \u003ca href=\"/microsoft/ai-agents-for-beginners/blob/main/translations/et/README.md\"\u003eEstonian\u003c/a\u003e | \u003ca href=\"/microsoft/ai-agents-for-beginners/blob/main/translations/fi/README.md\"\u003eFinnish\u003c/a\u003e | \u003ca href=\"/microsoft/ai-agents-for-beginners/blob/main/translations/fr/README.md\"\u003eFrench\u003c/a\u003e | \u003ca href=\"/microsoft/ai-agents-for-beginners/blob/main/translations/de/README.md\"\u003eGerman\u003c/a\u003e | \u003ca href=\"/microsoft/ai-agents-for-beginners/blob/main/translations/el/README.md\"\u003eGreek\u003c/a\u003e | \u003ca href=\"/microsoft/ai-agents-for-beginners/blob/main/translations/he/README.md\"\u003eHebrew\u003c/a\u003e | \u003ca href=\"/microsoft/ai-agents-for-beginners/blob/main/translations/hi/README.md\"\u003eHindi\u003c/a\u003e | \u003ca href=\"/microsoft/ai-agents-for-beginners/blob/main/translations/hu/README.md\"\u003eHungarian\u003c/a\u003e | \u003ca href=\"/microsoft/ai-agents-for-beginners/blob/main/translations/id/README.md\"\u003eIndonesian\u003c/a\u003e | \u003ca href=\"/microsoft/ai-agents-for-beginners/blob/main/translations/it/README.md\"\u003eItalian\u003c/a\u003e | \u003ca href=\"/microsoft/ai-agents-for-beginners/blob/main/translations/ja/README.md\"\u003eJapanese\u003c/a\u003e | \u003ca href=\"/microsoft/ai-agents-for-beginners/blob/main/translations/kn/README.md\"\u003eKannada\u003c/a\u003e | \u003ca href=\"/microsoft/ai-agents-for-beginners/blob/main/translations/ko/README.md\"\u003eKorean\u003c/a\u003e | \u003ca href=\"/microsoft/ai-agents-for-beginners/blob/main/translations/lt/README.md\"\u003eLithuanian\u003c/a\u003e | \u003ca href=\"/microsoft/ai-agents-for-beginners/blob/main/translations/ms/README.md\"\u003eMalay\u003c/a\u003e | \u003ca href=\"/microsoft/ai-agents-for-beginners/blob/main/translations/ml/README.md\"\u003eMalayalam\u003c/a\u003e | \u003ca href=\"/microsoft/ai-agents-for-beginners/blob/main/translations/mr/README.md\"\u003eMarathi\u003c/a\u003e | \u003ca href=\"/microsoft/ai-agents-for-beginners/blob/main/translations/ne/README.md\"\u003eNepali\u003c/a\u003e | \u003ca href=\"/microsoft/ai-agents-for-beginners/blob/main/translations/pcm/README.md\"\u003eNigerian Pidgin\u003c/a\u003e | \u003ca href=\"/microsoft/ai-agents-for-beginners/blob/main/translations/no/README.md\"\u003eNorwegian\u003c/a\u003e | \u003ca href=\"/microsoft/ai-agents-for-beginners/blob/main/translations/fa/README.md\"\u003ePersian (Farsi)\u003c/a\u003e | \u003ca href=\"/microsoft/ai-agents-for-beginners/blob/main/translations/pl/README.md\"\u003ePolish\u003c/a\u003e | \u003ca href=\"/microsoft/ai-agents-for-beginners/blob/main/translations/pt-BR/README.md\"\u003ePortuguese (Brazil)\u003c/a\u003e | \u003ca href=\"/microsoft/ai-agents-for-beginners/blob/main/translations/pt-PT/README.md\"\u003ePortuguese (Portugal)\u003c/a\u003e | \u003ca href=\"/microsoft/ai-agents-for-beginners/blob/main/translations/pa/README.md\"\u003ePunjabi (Gurmukhi)\u003c/a\u003e | \u003ca href=\"/microsoft/ai-agents-for-beginners/blob/main/translations/ro/README.md\"\u003eRomanian\u003c/a\u003e | \u003ca href=\"/microsoft/ai-agents-for-beginners/blob/main/translations/ru/README.md\"\u003eRussian\u003c/a\u003e | \u003ca href=\"/microsoft/ai-agents-for-beginners/blob/main/translations/sr/README.md\"\u003eSerbian (Cyrillic)\u003c/a\u003e | \u003ca href=\"/microsoft/ai-agents-for-beginners/blob/main/translations/sk/README.md\"\u003eSlovak\u003c/a\u003e | \u003ca href=\"/microsoft/ai-agents-for-beginners/blob/main/translations/sl/README.md\"\u003eSlovenian\u003c/a\u003e | \u003ca href=\"/microsoft/ai-agents-for-beginners/blob/main/translations/es/README.md\"\u003eSpanish\u003c/a\u003e | \u003ca href=\"/microsoft/ai-agents-for-beginners/blob/main/translations/sw/README.md\"\u003eSwahili\u003c/a\u003e | \u003ca href=\"/microsoft/ai-agents-for-beginners/blob/main/translations/sv/README.md\"\u003eSwedish\u003c/a\u003e | \u003ca href=\"/microsoft/ai-agents-for-beginners/blob/main/translations/tl/README.md\"\u003eTagalog (Filipino)\u003c/a\u003e | \u003ca href=\"/microsoft/ai-agents-for-beginners/blob/main/translations/ta/README.md\"\u003eTamil\u003c/a\u003e | \u003ca href=\"/microsoft/ai-agents-for-beginners/blob/main/translations/te/README.md\"\u003eTelugu\u003c/a\u003e | \u003ca href=\"/microsoft/ai-agents-for-beginners/blob/main/translations/th/README.md\"\u003eThai\u003c/a\u003e | \u003ca href=\"/microsoft/ai-agents-for-beginners/blob/main/translations/tr/README.md\"\u003eTurkish\u003c/a\u003e | \u003ca href=\"/microsoft/ai-agents-for-beginners/blob/main/translations/uk/README.md\"\u003eUkrainian\u003c/a\u003e | \u003ca href=\"/microsoft/ai-agents-for-beginners/blob/main/translations/ur/README.md\"\u003eUrdu\u003c/a\u003e | \u003ca href=\"/microsoft/ai-agents-for-beginners/blob/main/translations/vi/README.md\"\u003eVietnamese\u003c/a\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003cp dir=\"auto\"\u003e\u003cstrong\u003ePrefer to Clone Locally?\u003c/strong\u003e\u003c/p\u003e\n\u003cp dir=\"auto\"\u003eThis repository includes 50+ language translations which significantly increases the download size. To clone without translations, use sparse checkout:\u003c/p\u003e\n\u003cp dir=\"auto\"\u003e\u003cstrong\u003eBash / macOS / Linux:\u003c/strong\u003e\u003c/p\u003e\n\u003cdiv class=\"highlight highlight-source-shell notranslate position-relative overflow-auto\" dir=\"auto\" data-snippet-clipboard-copy-content=\"git clone --filter=blob:none --sparse https://github.com/microsoft/ai-agents-for-beginners.git\ncd ai-agents-for-beginners\ngit sparse-checkout set --no-cone '/*' '!translations' '!translated_images'\"\u003e\u003cpre\u003egit clone --filter=blob:none --sparse https://github.com/microsoft/ai-agents-for-beginners.git\n\u003cspan class=\"pl-c1\"\u003ecd\u003c/span\u003e ai-agents-for-beginners\ngit sparse-checkout \u003cspan class=\"pl-c1\"\u003eset\u003c/span\u003e --no-cone \u003cspan class=\"pl-s\"\u003e\u003cspan class=\"pl-pds\"\u003e'\u003c/span\u003e/*\u003cspan class=\"pl-pds\"\u003e'\u003c/span\u003e\u003c/span\u003e \u003cspan class=\"pl-s\"\u003e\u003cspan class=\"pl-pds\"\u003e'\u003c/span\u003e!translations\u003cspan class=\"pl-pds\"\u003e'\u003c/span\u003e\u003c/span\u003e \u003cspan class=\"pl-s\"\u003e\u003cspan class=\"pl-pds\"\u003e'\u003c/span\u003e!translated_images\u003cspan class=\"pl-pds\"\u003e'\u003c/span\u003e\u003c/span\u003e\u003c/pre\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003e\u003cstrong\u003eCMD (Windows):\u003c/strong\u003e\u003c/p\u003e\n\u003cdiv class=\"highlight highlight-source-batchfile notranslate position-relative overflow-auto\" dir=\"auto\" data-snippet-clipboard-copy-content=\"git clone --filter=blob:none --sparse https://github.com/microsoft/ai-agents-for-beginners.git\ncd ai-agents-for-beginners\ngit sparse-checkout set --no-cone \u0026quot;/*\u0026quot; \u0026quot;!translations\u0026quot; \u0026quot;!translated_images\u0026quot;\"\u003e\u003cpre\u003egit clone --filter=blob:none --sparse https://github.com/microsoft/ai-agents-for-beginners.git\n\u003cspan class=\"pl-k\"\u003ecd\u003c/span\u003e ai-agents-for-beginners\ngit sparse-checkout \u003cspan class=\"pl-k\"\u003eset\u003c/span\u003e --no-cone \u003cspan class=\"pl-s\"\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e/*\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003c/span\u003e \u003cspan class=\"pl-s\"\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003cspan class=\"pl-smi\"\u003e!translations\" \"!\u003c/span\u003etranslated_images\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003c/span\u003e\u003c/pre\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eThis gives you everything you need to complete the course with a much faster download.\u003c/p\u003e\n\u003c/blockquote\u003e\n\n\u003cp dir=\"auto\"\u003e\u003cstrong\u003eIf you wish to have additional translations languages supported are listed \u003ca href=\"https://github.com/Azure/co-op-translator/blob/main/getting_started/supported-languages.md\"\u003ehere\u003c/a\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003cp dir=\"auto\"\u003e\u003ca href=\"https://GitHub.com/microsoft/ai-agents-for-beginners/watchers/?WT.mc_id=academic-105485-koreyst\"\u003e\u003cimg src=\"https://camo.githubusercontent.com/ac13a2ec3ec1b2e97f67491cf6fc2d1edc3932724f8166dfe8ee2fa1e2d75bf0/68747470733a2f2f696d672e736869656c64732e696f2f6769746875622f77617463686572732f6d6963726f736f66742f61692d6167656e74732d666f722d626567696e6e6572732e7376673f7374796c653d736f6369616c266c6162656c3d5761746368\" alt=\"GitHub watchers\" data-canonical-src=\"https://img.shields.io/github/watchers/microsoft/ai-agents-for-beginners.svg?style=social\u0026amp;label=Watch\" style=\"max-width: 100%;\"\u003e\u003c/a\u003e\n\u003ca href=\"https://GitHub.com/microsoft/ai-agents-for-beginners/network/?WT.mc_id=academic-105485-koreyst\"\u003e\u003cimg src=\"https://camo.githubusercontent.com/cba6c685d6c7f7c1139eae1fc906ea9b664faf3256887ceed14b6c0e9d7417a8/68747470733a2f2f696d672e736869656c64732e696f2f6769746875622f666f726b732f6d6963726f736f66742f61692d6167656e74732d666f722d626567696e6e6572732e7376673f7374796c653d736f6369616c266c6162656c3d466f726b\" alt=\"GitHub forks\" data-canonical-src=\"https://img.shields.io/github/forks/microsoft/ai-agents-for-beginners.svg?style=social\u0026amp;label=Fork\" style=\"max-width: 100%;\"\u003e\u003c/a\u003e\n\u003ca href=\"https://GitHub.com/microsoft/ai-agents-for-beginners/stargazers/?WT.mc_id=academic-105485-koreyst\"\u003e\u003cimg src=\"https://camo.githubusercontent.com/72538422b0b5abed908bb3118f74a1fcaaa7d6a50be775d1172866f52210c983/68747470733a2f2f696d672e736869656c64732e696f2f6769746875622f73746172732f6d6963726f736f66742f61692d6167656e74732d666f722d626567696e6e6572732e7376673f7374796c653d736f6369616c266c6162656c3d53746172\" alt=\"GitHub stars\" data-canonical-src=\"https://img.shields.io/github/stars/microsoft/ai-agents-for-beginners.svg?style=social\u0026amp;label=Star\" style=\"max-width: 100%;\"\u003e\u003c/a\u003e\u003c/p\u003e\n\u003cp dir=\"auto\"\u003e\u003ca href=\"https://discord.gg/nTYy5BXMWG\" rel=\"nofollow\"\u003e\u003cimg src=\"https://camo.githubusercontent.com/b5dfebcdb9700104345d9958f58938ae1e81df7407325e2e57db1509795d8eb9/68747470733a2f2f646362616467652e6c696d65732e70696e6b2f6170692f7365727665722f6e5459793542584d5747\" alt=\"Microsoft Foundry Discord\" data-canonical-src=\"https://dcbadge.limes.pink/api/server/nTYy5BXMWG\" style=\"max-width: 100%;\"\u003e\u003c/a\u003e\u003c/p\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch2 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003e🌱 Getting Started\u003c/h2\u003e\u003ca id=\"user-content--getting-started\" class=\"anchor\" aria-label=\"Permalink: 🌱 Getting Started\" href=\"#-getting-started\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eThis course has lessons covering the fundamentals of building AI Agents. Each lesson covers its own topic so start wherever you like!\u003c/p\u003e\n\u003cp dir=\"auto\"\u003eThere is multi-language support for this course. Go to our \u003ca href=\"#-multi-language-support\"\u003eavailable languages here\u003c/a\u003e.\u003c/p\u003e\n\u003cp dir=\"auto\"\u003eIf this is your first time building with Generative AI models, check out our \u003ca href=\"https://aka.ms/genai-beginners\" rel=\"nofollow\"\u003eGenerative AI For Beginners\u003c/a\u003e course, which includes 21 lessons on building with GenAI.\u003c/p\u003e\n\u003cp dir=\"auto\"\u003eDon't forget to \u003ca href=\"https://docs.github.com/en/get-started/exploring-projects-on-github/saving-repositories-with-stars?WT.mc_id=academic-105485-koreyst\"\u003estar (🌟) this repo\u003c/a\u003e and \u003ca href=\"https://github.com/microsoft/ai-agents-for-beginners/fork\"\u003efork this repo\u003c/a\u003e to run the code.\u003c/p\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch3 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eMeet Other Learners, Get Your Questions Answered\u003c/h3\u003e\u003ca id=\"user-content-meet-other-learners-get-your-questions-answered\" class=\"anchor\" aria-label=\"Permalink: Meet Other Learners, Get Your Questions Answered\" href=\"#meet-other-learners-get-your-questions-answered\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eIf you get stuck or have any questions about building AI Agents, join our dedicated Discord Channel in the \u003ca href=\"https://aka.ms/ai-agents/discord\" rel=\"nofollow\"\u003eMicrosoft Foundry Discord\u003c/a\u003e.\u003c/p\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch3 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eWhat You Need\u003c/h3\u003e\u003ca id=\"user-content-what-you-need\" class=\"anchor\" aria-label=\"Permalink: What You Need\" href=\"#what-you-need\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eEach lesson in this course includes code examples, which can be found in the code_samples folder. You can \u003ca href=\"https://github.com/microsoft/ai-agents-for-beginners/fork\"\u003efork this repo\u003c/a\u003e to create your own copy.\u003c/p\u003e\n\u003cp dir=\"auto\"\u003eThe code examples in these exercises utilize Microsoft Agent Framework with Azure AI Foundry Agent Service V2:\u003c/p\u003e\n\u003cul dir=\"auto\"\u003e\n\u003cli\u003e\u003ca href=\"https://aka.ms/ai-agents-beginners/ai-foundry\" rel=\"nofollow\"\u003eMicrosoft Foundry\u003c/a\u003e - Azure Account Required\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp dir=\"auto\"\u003eThis course uses the following AI Agent frameworks and services from Microsoft:\u003c/p\u003e\n\u003cul dir=\"auto\"\u003e\n\u003cli\u003e\u003ca href=\"https://aka.ms/ai-agents-beginners/agent-framewrok\" rel=\"nofollow\"\u003eMicrosoft Agent Framework (MAF)\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://aka.ms/ai-agents-beginners/ai-agent-service\" rel=\"nofollow\"\u003eAzure AI Foundry Agent Service V2\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp dir=\"auto\"\u003eFor more information on running the code for this course, go to the \u003ca href=\"/microsoft/ai-agents-for-beginners/blob/main/00-course-setup/README.md\"\u003eCourse Setup\u003c/a\u003e.\u003c/p\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch2 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003e🙏 Want to help?\u003c/h2\u003e\u003ca id=\"user-content--want-to-help\" class=\"anchor\" aria-label=\"Permalink: 🙏 Want to help?\" href=\"#-want-to-help\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eDo you have suggestions or found spelling or code errors? \u003ca href=\"https://github.com/microsoft/ai-agents-for-beginners/issues?WT.mc_id=academic-105485-koreyst\"\u003eRaise an issue\u003c/a\u003e or \u003ca href=\"https://github.com/microsoft/ai-agents-for-beginners/pulls?WT.mc_id=academic-105485-koreyst\"\u003eCreate a pull request\u003c/a\u003e\u003c/p\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch2 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003e📂 Each lesson includes\u003c/h2\u003e\u003ca id=\"user-content--each-lesson-includes\" class=\"anchor\" aria-label=\"Permalink: 📂 Each lesson includes\" href=\"#-each-lesson-includes\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cul dir=\"auto\"\u003e\n\u003cli\u003eA written lesson located in the README and a short video\u003c/li\u003e\n\u003cli\u003ePython code samples using Microsoft Agent Framework with Azure AI Foundry\u003c/li\u003e\n\u003cli\u003eLinks to extra resources to continue your learning\u003c/li\u003e\n\u003c/ul\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch2 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003e🗃️ Lessons\u003c/h2\u003e\u003ca id=\"user-content-️-lessons\" class=\"anchor\" aria-label=\"Permalink: 🗃️ Lessons\" href=\"#️-lessons\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cmarkdown-accessiblity-table\u003e\u003ctable\u003e\n\u003cthead\u003e\n\u003ctr\u003e\n\u003cth\u003e\u003cstrong\u003eLesson\u003c/strong\u003e\u003c/th\u003e\n\u003cth\u003e\u003cstrong\u003eText \u0026amp; Code\u003c/strong\u003e\u003c/th\u003e\n\u003cth\u003e\u003cstrong\u003eVideo\u003c/strong\u003e\u003c/th\u003e\n\u003cth\u003e\u003cstrong\u003eExtra Learning\u003c/strong\u003e\u003c/th\u003e\n\u003c/tr\u003e\n\u003c/thead\u003e\n\u003ctbody\u003e\n\u003ctr\u003e\n\u003ctd\u003eIntro to AI Agents and Agent Use Cases\u003c/td\u003e\n\u003ctd\u003e\u003ca href=\"/microsoft/ai-agents-for-beginners/blob/main/01-intro-to-ai-agents/README.md\"\u003eLink\u003c/a\u003e\u003c/td\u003e\n\u003ctd\u003e\u003ca href=\"https://youtu.be/3zgm60bXmQk?si=z8QygFvYQv-9WtO1\" rel=\"nofollow\"\u003eVideo\u003c/a\u003e\u003c/td\u003e\n\u003ctd\u003e\u003ca href=\"https://aka.ms/ai-agents-beginners/collection?WT.mc_id=academic-105485-koreyst\" rel=\"nofollow\"\u003eLink\u003c/a\u003e\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eExploring AI Agentic Frameworks\u003c/td\u003e\n\u003ctd\u003e\u003ca href=\"/microsoft/ai-agents-for-beginners/blob/main/02-explore-agentic-frameworks/README.md\"\u003eLink\u003c/a\u003e\u003c/td\u003e\n\u003ctd\u003e\u003ca href=\"https://youtu.be/ODwF-EZo_O8?si=Vawth4hzVaHv-u0H\" rel=\"nofollow\"\u003eVideo\u003c/a\u003e\u003c/td\u003e\n\u003ctd\u003e\u003ca href=\"https://aka.ms/ai-agents-beginners/collection?WT.mc_id=academic-105485-koreyst\" rel=\"nofollow\"\u003eLink\u003c/a\u003e\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eUnderstanding AI Agentic Design Patterns\u003c/td\u003e\n\u003ctd\u003e\u003ca href=\"/microsoft/ai-agents-for-beginners/blob/main/03-agentic-design-patterns/README.md\"\u003eLink\u003c/a\u003e\u003c/td\u003e\n\u003ctd\u003e\u003ca href=\"https://youtu.be/m9lM8qqoOEA?si=BIzHwzstTPL8o9GF\" rel=\"nofollow\"\u003eVideo\u003c/a\u003e\u003c/td\u003e\n\u003ctd\u003e\u003ca href=\"https://aka.ms/ai-agents-beginners/collection?WT.mc_id=academic-105485-koreyst\" rel=\"nofollow\"\u003eLink\u003c/a\u003e\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eTool Use Design Pattern\u003c/td\u003e\n\u003ctd\u003e\u003ca href=\"/microsoft/ai-agents-for-beginners/blob/main/04-tool-use/README.md\"\u003eLink\u003c/a\u003e\u003c/td\u003e\n\u003ctd\u003e\u003ca href=\"https://youtu.be/vieRiPRx-gI?si=2z6O2Xu2cu_Jz46N\" rel=\"nofollow\"\u003eVideo\u003c/a\u003e\u003c/td\u003e\n\u003ctd\u003e\u003ca href=\"https://aka.ms/ai-agents-beginners/collection?WT.mc_id=academic-105485-koreyst\" rel=\"nofollow\"\u003eLink\u003c/a\u003e\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eAgentic RAG\u003c/td\u003e\n\u003ctd\u003e\u003ca href=\"/microsoft/ai-agents-for-beginners/blob/main/05-agentic-rag/README.md\"\u003eLink\u003c/a\u003e\u003c/td\u003e\n\u003ctd\u003e\u003ca href=\"https://youtu.be/WcjAARvdL7I?si=gKPWsQpKiIlDH9A3\" rel=\"nofollow\"\u003eVideo\u003c/a\u003e\u003c/td\u003e\n\u003ctd\u003e\u003ca href=\"https://aka.ms/ai-agents-beginners/collection?WT.mc_id=academic-105485-koreyst\" rel=\"nofollow\"\u003eLink\u003c/a\u003e\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eBuilding Trustworthy AI Agents\u003c/td\u003e\n\u003ctd\u003e\u003ca href=\"/microsoft/ai-agents-for-beginners/blob/main/06-building-trustworthy-agents/README.md\"\u003eLink\u003c/a\u003e\u003c/td\u003e\n\u003ctd\u003e\u003ca href=\"https://youtu.be/iZKkMEGBCUQ?si=jZjpiMnGFOE9L8OK\" rel=\"nofollow\"\u003eVideo\u003c/a\u003e\u003c/td\u003e\n\u003ctd\u003e\u003ca href=\"https://aka.ms/ai-agents-beginners/collection?WT.mc_id=academic-105485-koreyst\" rel=\"nofollow\"\u003eLink\u003c/a\u003e\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003ePlanning Design Pattern\u003c/td\u003e\n\u003ctd\u003e\u003ca href=\"/microsoft/ai-agents-for-beginners/blob/main/07-planning-design/README.md\"\u003eLink\u003c/a\u003e\u003c/td\u003e\n\u003ctd\u003e\u003ca href=\"https://youtu.be/kPfJ2BrBCMY?si=6SC_iv_E5-mzucnC\" rel=\"nofollow\"\u003eVideo\u003c/a\u003e\u003c/td\u003e\n\u003ctd\u003e\u003ca href=\"https://aka.ms/ai-agents-beginners/collection?WT.mc_id=academic-105485-koreyst\" rel=\"nofollow\"\u003eLink\u003c/a\u003e\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eMulti-Agent Design Pattern\u003c/td\u003e\n\u003ctd\u003e\u003ca href=\"/microsoft/ai-agents-for-beginners/blob/main/08-multi-agent/README.md\"\u003eLink\u003c/a\u003e\u003c/td\u003e\n\u003ctd\u003e\u003ca href=\"https://youtu.be/V6HpE9hZEx0?si=rMgDhEu7wXo2uo6g\" rel=\"nofollow\"\u003eVideo\u003c/a\u003e\u003c/td\u003e\n\u003ctd\u003e\u003ca href=\"https://aka.ms/ai-agents-beginners/collection?WT.mc_id=academic-105485-koreyst\" rel=\"nofollow\"\u003eLink\u003c/a\u003e\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eMetacognition Design Pattern\u003c/td\u003e\n\u003ctd\u003e\u003ca href=\"/microsoft/ai-agents-for-beginners/blob/main/09-metacognition/README.md\"\u003eLink\u003c/a\u003e\u003c/td\u003e\n\u003ctd\u003e\u003ca href=\"https://youtu.be/His9R6gw6Ec?si=8gck6vvdSNCt6OcF\" rel=\"nofollow\"\u003eVideo\u003c/a\u003e\u003c/td\u003e\n\u003ctd\u003e\u003ca href=\"https://aka.ms/ai-agents-beginners/collection?WT.mc_id=academic-105485-koreyst\" rel=\"nofollow\"\u003eLink\u003c/a\u003e\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eAI Agents in Production\u003c/td\u003e\n\u003ctd\u003e\u003ca href=\"/microsoft/ai-agents-for-beginners/blob/main/10-ai-agents-production/README.md\"\u003eLink\u003c/a\u003e\u003c/td\u003e\n\u003ctd\u003e\u003ca href=\"https://youtu.be/l4TP6IyJxmQ?si=31dnhexRo6yLRJDl\" rel=\"nofollow\"\u003eVideo\u003c/a\u003e\u003c/td\u003e\n\u003ctd\u003e\u003ca href=\"https://aka.ms/ai-agents-beginners/collection?WT.mc_id=academic-105485-koreyst\" rel=\"nofollow\"\u003eLink\u003c/a\u003e\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eUsing Agentic Protocols (MCP, A2A and NLWeb)\u003c/td\u003e\n\u003ctd\u003e\u003ca href=\"/microsoft/ai-agents-for-beginners/blob/main/11-agentic-protocols/README.md\"\u003eLink\u003c/a\u003e\u003c/td\u003e\n\u003ctd\u003e\u003ca href=\"https://youtu.be/X-Dh9R3Opn8\" rel=\"nofollow\"\u003eVideo\u003c/a\u003e\u003c/td\u003e\n\u003ctd\u003e\u003ca href=\"https://aka.ms/ai-agents-beginners/collection?WT.mc_id=academic-105485-koreyst\" rel=\"nofollow\"\u003eLink\u003c/a\u003e\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eContext Engineering for AI Agents\u003c/td\u003e\n\u003ctd\u003e\u003ca href=\"/microsoft/ai-agents-for-beginners/blob/main/12-context-engineering/README.md\"\u003eLink\u003c/a\u003e\u003c/td\u003e\n\u003ctd\u003e\u003ca href=\"https://youtu.be/F5zqRV7gEag\" rel=\"nofollow\"\u003eVideo\u003c/a\u003e\u003c/td\u003e\n\u003ctd\u003e\u003ca href=\"https://aka.ms/ai-agents-beginners/collection?WT.mc_id=academic-105485-koreyst\" rel=\"nofollow\"\u003eLink\u003c/a\u003e\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eManaging Agentic Memory\u003c/td\u003e\n\u003ctd\u003e\u003ca href=\"/microsoft/ai-agents-for-beginners/blob/main/13-agent-memory/README.md\"\u003eLink\u003c/a\u003e\u003c/td\u003e\n\u003ctd\u003e\u003ca href=\"https://youtu.be/QrYbHesIxpw?si=vZkVwKrQ4ieCcIPx\" rel=\"nofollow\"\u003eVideo\u003c/a\u003e\u003c/td\u003e\n\u003ctd\u003e\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eExploring Microsoft Agent Framework\u003c/td\u003e\n\u003ctd\u003e\u003ca href=\"/microsoft/ai-agents-for-beginners/blob/main/14-microsoft-agent-framework/README.md\"\u003eLink\u003c/a\u003e\u003c/td\u003e\n\u003ctd\u003e\u003c/td\u003e\n\u003ctd\u003e\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eBuilding Computer Use Agents (CUA)\u003c/td\u003e\n\u003ctd\u003eComing Soon\u003c/td\u003e\n\u003ctd\u003e\u003c/td\u003e\n\u003ctd\u003e\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eDeploying Scalable Agents\u003c/td\u003e\n\u003ctd\u003eComing Soon\u003c/td\u003e\n\u003ctd\u003e\u003c/td\u003e\n\u003ctd\u003e\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eCreating Local AI Agents\u003c/td\u003e\n\u003ctd\u003eComing Soon\u003c/td\u003e\n\u003ctd\u003e\u003c/td\u003e\n\u003ctd\u003e\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eSecuring AI Agents\u003c/td\u003e\n\u003ctd\u003eComing Soon\u003c/td\u003e\n\u003ctd\u003e\u003c/td\u003e\n\u003ctd\u003e\u003c/td\u003e\n\u003c/tr\u003e\n\u003c/tbody\u003e\n\u003c/table\u003e\u003c/markdown-accessiblity-table\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch2 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003e🎒 Other Courses\u003c/h2\u003e\u003ca id=\"user-content--other-courses\" class=\"anchor\" aria-label=\"Permalink: 🎒 Other Courses\" href=\"#-other-courses\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eOur team produces other courses! Check out:\u003c/p\u003e\n\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch3 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eLangChain\u003c/h3\u003e\u003ca id=\"user-content-langchain\" class=\"anchor\" aria-label=\"Permalink: LangChain\" href=\"#langchain\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch2 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003e\u003ca href=\"https://aka.ms/langchain4j-for-beginners\" rel=\"nofollow\"\u003e\u003cimg src=\"https://camo.githubusercontent.com/4d2c611bcf2effd4fd79c28bad3d98bed8cbb62871e2b4f3030141565d699fe3/68747470733a2f2f696d672e736869656c64732e696f2f62616467652f4c616e67436861696e346a253230666f72253230426567696e6e6572732d3232433535453f7374796c653d666f722d7468652d626164676526266c6162656c436f6c6f723d45354537454226636f6c6f723d303535334436\" alt=\"LangChain4j for Beginners\" data-canonical-src=\"https://img.shields.io/badge/LangChain4j%20for%20Beginners-22C55E?style=for-the-badge\u0026amp;\u0026amp;labelColor=E5E7EB\u0026amp;color=0553D6\" style=\"max-width: 100%;\"\u003e\u003c/a\u003e\n\u003ca href=\"https://aka.ms/langchainjs-for-beginners?WT.mc_id=m365-94501-dwahlin\" 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src=\"https://camo.githubusercontent.com/e5bc9cf56d7c7c0b27ae4ef0d8ccd8a7b7af77cc6b2417e36f06da894565bc6d/68747470733a2f2f696d672e736869656c64732e696f2f62616467652f4c616e67436861696e253230666f72253230426567696e6e6572732d3232433535453f7374796c653d666f722d7468652d6261646765266c6162656c436f6c6f723d45354537454226636f6c6f723d303535334436\" alt=\"LangChain for Beginners\" data-canonical-src=\"https://img.shields.io/badge/LangChain%20for%20Beginners-22C55E?style=for-the-badge\u0026amp;labelColor=E5E7EB\u0026amp;color=0553D6\" style=\"max-width: 100%;\"\u003e\u003c/a\u003e\u003c/h2\u003e\u003ca id=\"\" class=\"anchor\" aria-label=\"Permalink: \" href=\"#\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch3 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eAzure / Edge / MCP / Agents\u003c/h3\u003e\u003ca id=\"user-content-azure--edge--mcp--agents\" class=\"anchor\" aria-label=\"Permalink: Azure / Edge / MCP / Agents\" href=\"#azure--edge--mcp--agents\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003e\u003ca href=\"https://github.com/microsoft/AZD-for-beginners?WT.mc_id=academic-105485-koreyst\"\u003e\u003cimg src=\"https://camo.githubusercontent.com/8518f6d6baa6aec4267b79f2ccd5924a83668f6299abf6c6a3421606b98a4391/68747470733a2f2f696d672e736869656c64732e696f2f62616467652f415a44253230666f72253230426567696e6e6572732d3030373844343f7374796c653d666f722d7468652d6261646765266c6162656c436f6c6f723d45354537454226636f6c6f723d303037384434\" alt=\"AZD for Beginners\" 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1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eThanks to \u003ca href=\"https://www.linkedin.com/in/shivam2003/\" rel=\"nofollow\"\u003eShivam Goyal\u003c/a\u003e for contributing important code samples demonstrating Agentic RAG.\u003c/p\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch2 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eContributing\u003c/h2\u003e\u003ca id=\"user-content-contributing\" class=\"anchor\" aria-label=\"Permalink: Contributing\" href=\"#contributing\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 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Always Up-to-Date)"},{"level":2,"text":"🌱 Getting Started","anchor":"-getting-started","htmlText":"🌱 Getting Started"},{"level":3,"text":"Meet Other Learners, Get Your Questions Answered","anchor":"meet-other-learners-get-your-questions-answered","htmlText":"Meet Other Learners, Get Your Questions Answered"},{"level":3,"text":"What You Need","anchor":"what-you-need","htmlText":"What You Need"},{"level":2,"text":"🙏 Want to help?","anchor":"-want-to-help","htmlText":"🙏 Want to help?"},{"level":2,"text":"📂 Each lesson includes","anchor":"-each-lesson-includes","htmlText":"📂 Each lesson includes"},{"level":2,"text":"🗃️ Lessons","anchor":"️-lessons","htmlText":"🗃️ Lessons"},{"level":2,"text":"🎒 Other Courses","anchor":"-other-courses","htmlText":"🎒 Other Courses"},{"level":3,"text":"LangChain","anchor":"langchain","htmlText":"LangChain"},{"level":2,"text":"","anchor":"","htmlText":""},{"level":3,"text":"Azure / Edge / MCP / Agents","anchor":"azure--edge--mcp--agents","htmlText":"Azure / Edge / MCP / Agents"},{"level":3,"text":"Generative AI Series","anchor":"generative-ai-series","htmlText":"Generative AI Series"},{"level":3,"text":"Core Learning","anchor":"core-learning","htmlText":"Core Learning"},{"level":3,"text":"Copilot Series","anchor":"copilot-series","htmlText":"Copilot Series"},{"level":2,"text":"🌟 Community Thanks","anchor":"-community-thanks","htmlText":"🌟 Community Thanks"},{"level":2,"text":"Contributing","anchor":"contributing","htmlText":"Contributing"},{"level":2,"text":"Trademarks","anchor":"trademarks","htmlText":"Trademarks"},{"level":2,"text":"Getting Help","anchor":"getting-help","htmlText":"Getting Help"}],"siteNavLoginPath":"/login?return_to=https%3A%2F%2Fgithub.com%2Fmicrosoft%2Fai-agents-for-beginners"}},{"displayName":"CODE_OF_CONDUCT.md","repoName":"ai-agents-for-beginners","refName":"main","path":"CODE_OF_CONDUCT.md","preferredFileType":"code_of_conduct","tabName":"Code of conduct","richText":null,"loaded":false,"timedOut":false,"errorMessage":null,"headerInfo":{"toc":null,"siteNavLoginPath":"/login?return_to=https%3A%2F%2Fgithub.com%2Fmicrosoft%2Fai-agents-for-beginners"}},{"displayName":"LICENSE","repoName":"ai-agents-for-beginners","refName":"main","path":"LICENSE","preferredFileType":"license","tabName":"MIT","richText":null,"loaded":false,"timedOut":false,"errorMessage":null,"headerInfo":{"toc":null,"siteNavLoginPath":"/login?return_to=https%3A%2F%2Fgithub.com%2Fmicrosoft%2Fai-agents-for-beginners"}},{"displayName":"SECURITY.md","repoName":"ai-agents-for-beginners","refName":"main","path":"SECURITY.md","preferredFileType":"security","tabName":"Security","richText":null,"loaded":false,"timedOut":false,"errorMessage":null,"headerInfo":{"toc":null,"siteNavLoginPath":"/login?return_to=https%3A%2F%2Fgithub.com%2Fmicrosoft%2Fai-agents-for-beginners"}}],"overviewFilesProcessingTime":0,"copilotSWEAgentEnabled":false}},"codeViewLayoutRoute":{"repo":{"id":895508656,"defaultBranch":"main","name":"ai-agents-for-beginners","ownerLogin":"microsoft","currentUserCanPush":false,"isFork":false,"isEmpty":false,"createdAt":"2024-11-28T10:42:52.000Z","ownerAvatar":"https://avatars.githubusercontent.com/u/6154722?v=4","public":true,"private":false,"isOrgOwned":true},"currentUser":null,"uploadToken":"05emYzbwZcMPj2VBytGr3bMnT_P36cpMJ223XnP8-xFu_VgU08Q5xhh_Fv9MGB3wPH4Aqe_Av63PmLp8Om48bg","allShortcutsEnabled":false,"treeExpanded":true,"path":"/","symbolsExpanded":false,"refInfo":{"name":"main","listCacheKey":"v0:1765973673.0","canEdit":false,"currentOid":"5596a4dbdf1f0be8c051b5cd6ba9b8ae78210b4d"},"helpUrl":"https://docs.github.com","findFileWorkerPath":"/assets-cdn/worker/find-file-worker-4e5d7136862a2a48.js","findInFileWorkerPath":"/assets-cdn/worker/find-in-file-worker-4c35b25d88167fef.js","githubDevUrl":null},"csrf_tokens":{"/microsoft/ai-agents-for-beginners/branches":{"post":"7vj5rgIYsJdbyNhlZ1MWK8yNAeld7JFlYhy3hW1xcbdbPC97A0GE3i6PcptHUum6aecH8llu4iaLnAQsBuEA8Q"}}},"title":"GitHub - microsoft/ai-agents-for-beginners: 12 Lessons to Get Started Building AI Agents","appPayload":{},"meta":{"title":"GitHub - microsoft/ai-agents-for-beginners: 12 Lessons to Get Started Building AI Agents"}}</script>
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1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div>
<p dir="auto"><a target="_blank" rel="noopener noreferrer" href="/microsoft/ai-agents-for-beginners/blob/main/images/repo-thumbnailv2.png"><img src="/microsoft/ai-agents-for-beginners/raw/main/images/repo-thumbnailv2.png" alt="Generative AI For Beginners" style="max-width: 100%;"></a></p>
<div class="markdown-heading" dir="auto"><h2 tabindex="-1" class="heading-element" dir="auto">A course teaching everything you need to know to start building AI Agents</h2><a id="user-content-a-course-teaching-everything-you-need-to-know-to-start-building-ai-agents" class="anchor" aria-label="Permalink: A course teaching everything you need to know to start building AI Agents" href="#a-course-teaching-everything-you-need-to-know-to-start-building-ai-agents"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div>
<p dir="auto"><a href="https://github.com/microsoft/ai-agents-for-beginners/blob/master/LICENSE?WT.mc_id=academic-105485-koreyst"><img src="https://camo.githubusercontent.com/027382e51ab71acbbf365c82fb0d5e090330033b3f1c9f39615a239dd9cd7b0c/68747470733a2f2f696d672e736869656c64732e696f2f6769746875622f6c6963656e73652f6d6963726f736f66742f61692d6167656e74732d666f722d626567696e6e6572732e737667" alt="GitHub license" data-canonical-src="https://img.shields.io/github/license/microsoft/ai-agents-for-beginners.svg" style="max-width: 100%;"></a>
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<div class="markdown-heading" dir="auto"><h3 tabindex="-1" class="heading-element" dir="auto">🌐 Multi-Language Support</h3><a id="user-content--multi-language-support" class="anchor" aria-label="Permalink: 🌐 Multi-Language Support" href="#-multi-language-support"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div>
<div class="markdown-heading" dir="auto"><h4 tabindex="-1" class="heading-element" dir="auto">Supported via GitHub Action (Automated &amp; Always Up-to-Date)</h4><a id="user-content-supported-via-github-action-automated--always-up-to-date" class="anchor" aria-label="Permalink: Supported via GitHub Action (Automated &amp; Always Up-to-Date)" href="#supported-via-github-action-automated--always-up-to-date"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div>

<p dir="auto"><a href="/microsoft/ai-agents-for-beginners/blob/main/translations/ar/README.md">Arabic</a> | <a href="/microsoft/ai-agents-for-beginners/blob/main/translations/bn/README.md">Bengali</a> | <a href="/microsoft/ai-agents-for-beginners/blob/main/translations/bg/README.md">Bulgarian</a> | <a href="/microsoft/ai-agents-for-beginners/blob/main/translations/my/README.md">Burmese (Myanmar)</a> | <a href="/microsoft/ai-agents-for-beginners/blob/main/translations/zh-CN/README.md">Chinese (Simplified)</a> | <a href="/microsoft/ai-agents-for-beginners/blob/main/translations/zh-HK/README.md">Chinese (Traditional, Hong Kong)</a> | <a href="/microsoft/ai-agents-for-beginners/blob/main/translations/zh-MO/README.md">Chinese (Traditional, Macau)</a> | <a href="/microsoft/ai-agents-for-beginners/blob/main/translations/zh-TW/README.md">Chinese (Traditional, Taiwan)</a> | <a href="/microsoft/ai-agents-for-beginners/blob/main/translations/hr/README.md">Croatian</a> | <a href="/microsoft/ai-agents-for-beginners/blob/main/translations/cs/README.md">Czech</a> | <a href="/microsoft/ai-agents-for-beginners/blob/main/translations/da/README.md">Danish</a> | <a href="/microsoft/ai-agents-for-beginners/blob/main/translations/nl/README.md">Dutch</a> | <a href="/microsoft/ai-agents-for-beginners/blob/main/translations/et/README.md">Estonian</a> | <a href="/microsoft/ai-agents-for-beginners/blob/main/translations/fi/README.md">Finnish</a> | <a href="/microsoft/ai-agents-for-beginners/blob/main/translations/fr/README.md">French</a> | <a href="/microsoft/ai-agents-for-beginners/blob/main/translations/de/README.md">German</a> | <a href="/microsoft/ai-agents-for-beginners/blob/main/translations/el/README.md">Greek</a> | <a href="/microsoft/ai-agents-for-beginners/blob/main/translations/he/README.md">Hebrew</a> | <a href="/microsoft/ai-agents-for-beginners/blob/main/translations/hi/README.md">Hindi</a> | <a href="/microsoft/ai-agents-for-beginners/blob/main/translations/hu/README.md">Hungarian</a> | <a href="/microsoft/ai-agents-for-beginners/blob/main/translations/id/README.md">Indonesian</a> | <a href="/microsoft/ai-agents-for-beginners/blob/main/translations/it/README.md">Italian</a> | <a href="/microsoft/ai-agents-for-beginners/blob/main/translations/ja/README.md">Japanese</a> | <a href="/microsoft/ai-agents-for-beginners/blob/main/translations/kn/README.md">Kannada</a> | <a href="/microsoft/ai-agents-for-beginners/blob/main/translations/ko/README.md">Korean</a> | <a href="/microsoft/ai-agents-for-beginners/blob/main/translations/lt/README.md">Lithuanian</a> | <a href="/microsoft/ai-agents-for-beginners/blob/main/translations/ms/README.md">Malay</a> | <a href="/microsoft/ai-agents-for-beginners/blob/main/translations/ml/README.md">Malayalam</a> | <a href="/microsoft/ai-agents-for-beginners/blob/main/translations/mr/README.md">Marathi</a> | <a href="/microsoft/ai-agents-for-beginners/blob/main/translations/ne/README.md">Nepali</a> | <a href="/microsoft/ai-agents-for-beginners/blob/main/translations/pcm/README.md">Nigerian Pidgin</a> | <a href="/microsoft/ai-agents-for-beginners/blob/main/translations/no/README.md">Norwegian</a> | <a href="/microsoft/ai-agents-for-beginners/blob/main/translations/fa/README.md">Persian (Farsi)</a> | <a href="/microsoft/ai-agents-for-beginners/blob/main/translations/pl/README.md">Polish</a> | <a href="/microsoft/ai-agents-for-beginners/blob/main/translations/pt-BR/README.md">Portuguese (Brazil)</a> | <a href="/microsoft/ai-agents-for-beginners/blob/main/translations/pt-PT/README.md">Portuguese (Portugal)</a> | <a href="/microsoft/ai-agents-for-beginners/blob/main/translations/pa/README.md">Punjabi (Gurmukhi)</a> | <a href="/microsoft/ai-agents-for-beginners/blob/main/translations/ro/README.md">Romanian</a> | <a href="/microsoft/ai-agents-for-beginners/blob/main/translations/ru/README.md">Russian</a> | <a href="/microsoft/ai-agents-for-beginners/blob/main/translations/sr/README.md">Serbian (Cyrillic)</a> | <a href="/microsoft/ai-agents-for-beginners/blob/main/translations/sk/README.md">Slovak</a> | <a href="/microsoft/ai-agents-for-beginners/blob/main/translations/sl/README.md">Slovenian</a> | <a href="/microsoft/ai-agents-for-beginners/blob/main/translations/es/README.md">Spanish</a> | <a href="/microsoft/ai-agents-for-beginners/blob/main/translations/sw/README.md">Swahili</a> | <a href="/microsoft/ai-agents-for-beginners/blob/main/translations/sv/README.md">Swedish</a> | <a href="/microsoft/ai-agents-for-beginners/blob/main/translations/tl/README.md">Tagalog (Filipino)</a> | <a href="/microsoft/ai-agents-for-beginners/blob/main/translations/ta/README.md">Tamil</a> | <a href="/microsoft/ai-agents-for-beginners/blob/main/translations/te/README.md">Telugu</a> | <a href="/microsoft/ai-agents-for-beginners/blob/main/translations/th/README.md">Thai</a> | <a href="/microsoft/ai-agents-for-beginners/blob/main/translations/tr/README.md">Turkish</a> | <a href="/microsoft/ai-agents-for-beginners/blob/main/translations/uk/README.md">Ukrainian</a> | <a href="/microsoft/ai-agents-for-beginners/blob/main/translations/ur/README.md">Urdu</a> | <a href="/microsoft/ai-agents-for-beginners/blob/main/translations/vi/README.md">Vietnamese</a></p>
<blockquote>
<p dir="auto"><strong>Prefer to Clone Locally?</strong></p>
<p dir="auto">This repository includes 50+ language translations which significantly increases the download size. To clone without translations, use sparse checkout:</p>
<p dir="auto"><strong>Bash / macOS / Linux:</strong></p>
<div class="highlight highlight-source-shell notranslate position-relative overflow-auto" dir="auto" data-snippet-clipboard-copy-content="git clone --filter=blob:none --sparse https://github.com/microsoft/ai-agents-for-beginners.git
cd ai-agents-for-beginners
git sparse-checkout set --no-cone '/*' '!translations' '!translated_images'"><pre>git clone --filter=blob:none --sparse https://github.com/microsoft/ai-agents-for-beginners.git
<span class="pl-c1">cd</span> ai-agents-for-beginners
git sparse-checkout <span class="pl-c1">set</span> --no-cone <span class="pl-s"><span class="pl-pds">'</span>/*<span class="pl-pds">'</span></span> <span class="pl-s"><span class="pl-pds">'</span>!translations<span class="pl-pds">'</span></span> <span class="pl-s"><span class="pl-pds">'</span>!translated_images<span class="pl-pds">'</span></span></pre></div>
<p dir="auto"><strong>CMD (Windows):</strong></p>
<div class="highlight highlight-source-batchfile notranslate position-relative overflow-auto" dir="auto" data-snippet-clipboard-copy-content="git clone --filter=blob:none --sparse https://github.com/microsoft/ai-agents-for-beginners.git
cd ai-agents-for-beginners
git sparse-checkout set --no-cone &quot;/*&quot; &quot;!translations&quot; &quot;!translated_images&quot;"><pre>git clone --filter=blob:none --sparse https://github.com/microsoft/ai-agents-for-beginners.git
<span class="pl-k">cd</span> ai-agents-for-beginners
git sparse-checkout <span class="pl-k">set</span> --no-cone <span class="pl-s"><span class="pl-pds">"</span>/*<span class="pl-pds">"</span></span> <span class="pl-s"><span class="pl-pds">"</span><span class="pl-smi">!translations" "!</span>translated_images<span class="pl-pds">"</span></span></pre></div>
<p dir="auto">This gives you everything you need to complete the course with a much faster download.</p>
</blockquote>

<p dir="auto"><strong>If you wish to have additional translations languages supported are listed <a href="https://github.com/Azure/co-op-translator/blob/main/getting_started/supported-languages.md">here</a></strong></p>
<p dir="auto"><a href="https://GitHub.com/microsoft/ai-agents-for-beginners/watchers/?WT.mc_id=academic-105485-koreyst"><img src="https://camo.githubusercontent.com/ac13a2ec3ec1b2e97f67491cf6fc2d1edc3932724f8166dfe8ee2fa1e2d75bf0/68747470733a2f2f696d672e736869656c64732e696f2f6769746875622f77617463686572732f6d6963726f736f66742f61692d6167656e74732d666f722d626567696e6e6572732e7376673f7374796c653d736f6369616c266c6162656c3d5761746368" alt="GitHub watchers" data-canonical-src="https://img.shields.io/github/watchers/microsoft/ai-agents-for-beginners.svg?style=social&amp;label=Watch" style="max-width: 100%;"></a>
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<p dir="auto"><a href="https://discord.gg/nTYy5BXMWG" rel="nofollow"><img src="https://camo.githubusercontent.com/b5dfebcdb9700104345d9958f58938ae1e81df7407325e2e57db1509795d8eb9/68747470733a2f2f646362616467652e6c696d65732e70696e6b2f6170692f7365727665722f6e5459793542584d5747" alt="Microsoft Foundry Discord" data-canonical-src="https://dcbadge.limes.pink/api/server/nTYy5BXMWG" style="max-width: 100%;"></a></p>
<div class="markdown-heading" dir="auto"><h2 tabindex="-1" class="heading-element" dir="auto">🌱 Getting Started</h2><a id="user-content--getting-started" class="anchor" aria-label="Permalink: 🌱 Getting Started" href="#-getting-started"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div>
<p dir="auto">This course has lessons covering the fundamentals of building AI Agents. Each lesson covers its own topic so start wherever you like!</p>
<p dir="auto">There is multi-language support for this course. Go to our <a href="#-multi-language-support">available languages here</a>.</p>
<p dir="auto">If this is your first time building with Generative AI models, check out our <a href="https://aka.ms/genai-beginners" rel="nofollow">Generative AI For Beginners</a> course, which includes 21 lessons on building with GenAI.</p>
<p dir="auto">Don't forget to <a href="https://docs.github.com/en/get-started/exploring-projects-on-github/saving-repositories-with-stars?WT.mc_id=academic-105485-koreyst">star (🌟) this repo</a> and <a href="https://github.com/microsoft/ai-agents-for-beginners/fork">fork this repo</a> to run the code.</p>
<div class="markdown-heading" dir="auto"><h3 tabindex="-1" class="heading-element" dir="auto">Meet Other Learners, Get Your Questions Answered</h3><a id="user-content-meet-other-learners-get-your-questions-answered" class="anchor" aria-label="Permalink: Meet Other Learners, Get Your Questions Answered" href="#meet-other-learners-get-your-questions-answered"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div>
<p dir="auto">If you get stuck or have any questions about building AI Agents, join our dedicated Discord Channel in the <a href="https://aka.ms/ai-agents/discord" rel="nofollow">Microsoft Foundry Discord</a>.</p>
<div class="markdown-heading" dir="auto"><h3 tabindex="-1" class="heading-element" dir="auto">What You Need</h3><a id="user-content-what-you-need" class="anchor" aria-label="Permalink: What You Need" href="#what-you-need"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div>
<p dir="auto">Each lesson in this course includes code examples, which can be found in the code_samples folder. You can <a href="https://github.com/microsoft/ai-agents-for-beginners/fork">fork this repo</a> to create your own copy.</p>
<p dir="auto">The code examples in these exercises utilize Microsoft Agent Framework with Azure AI Foundry Agent Service V2:</p>
<ul dir="auto">
<li><a href="https://aka.ms/ai-agents-beginners/ai-foundry" rel="nofollow">Microsoft Foundry</a> - Azure Account Required</li>
</ul>
<p dir="auto">This course uses the following AI Agent frameworks and services from Microsoft:</p>
<ul dir="auto">
<li><a href="https://aka.ms/ai-agents-beginners/agent-framewrok" rel="nofollow">Microsoft Agent Framework (MAF)</a></li>
<li><a href="https://aka.ms/ai-agents-beginners/ai-agent-service" rel="nofollow">Azure AI Foundry Agent Service V2</a></li>
</ul>
<p dir="auto">For more information on running the code for this course, go to the <a href="/microsoft/ai-agents-for-beginners/blob/main/00-course-setup/README.md">Course Setup</a>.</p>
<div class="markdown-heading" dir="auto"><h2 tabindex="-1" class="heading-element" dir="auto">🙏 Want to help?</h2><a id="user-content--want-to-help" class="anchor" aria-label="Permalink: 🙏 Want to help?" href="#-want-to-help"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div>
<p dir="auto">Do you have suggestions or found spelling or code errors? <a href="https://github.com/microsoft/ai-agents-for-beginners/issues?WT.mc_id=academic-105485-koreyst">Raise an issue</a> or <a href="https://github.com/microsoft/ai-agents-for-beginners/pulls?WT.mc_id=academic-105485-koreyst">Create a pull request</a></p>
<div class="markdown-heading" dir="auto"><h2 tabindex="-1" class="heading-element" dir="auto">📂 Each lesson includes</h2><a id="user-content--each-lesson-includes" class="anchor" aria-label="Permalink: 📂 Each lesson includes" href="#-each-lesson-includes"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div>
<ul dir="auto">
<li>A written lesson located in the README and a short video</li>
<li>Python code samples using Microsoft Agent Framework with Azure AI Foundry</li>
<li>Links to extra resources to continue your learning</li>
</ul>
<div class="markdown-heading" dir="auto"><h2 tabindex="-1" class="heading-element" dir="auto">🗃️ Lessons</h2><a id="user-content-️-lessons" class="anchor" aria-label="Permalink: 🗃️ Lessons" href="#️-lessons"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div>
<markdown-accessiblity-table><table>
<thead>
<tr>
<th><strong>Lesson</strong></th>
<th><strong>Text &amp; Code</strong></th>
<th><strong>Video</strong></th>
<th><strong>Extra Learning</strong></th>
</tr>
</thead>
<tbody>
<tr>
<td>Intro to AI Agents and Agent Use Cases</td>
<td><a href="/microsoft/ai-agents-for-beginners/blob/main/01-intro-to-ai-agents/README.md">Link</a></td>
<td><a href="https://youtu.be/3zgm60bXmQk?si=z8QygFvYQv-9WtO1" rel="nofollow">Video</a></td>
<td><a href="https://aka.ms/ai-agents-beginners/collection?WT.mc_id=academic-105485-koreyst" rel="nofollow">Link</a></td>
</tr>
<tr>
<td>Exploring AI Agentic Frameworks</td>
<td><a href="/microsoft/ai-agents-for-beginners/blob/main/02-explore-agentic-frameworks/README.md">Link</a></td>
<td><a href="https://youtu.be/ODwF-EZo_O8?si=Vawth4hzVaHv-u0H" rel="nofollow">Video</a></td>
<td><a href="https://aka.ms/ai-agents-beginners/collection?WT.mc_id=academic-105485-koreyst" rel="nofollow">Link</a></td>
</tr>
<tr>
<td>Understanding AI Agentic Design Patterns</td>
<td><a href="/microsoft/ai-agents-for-beginners/blob/main/03-agentic-design-patterns/README.md">Link</a></td>
<td><a href="https://youtu.be/m9lM8qqoOEA?si=BIzHwzstTPL8o9GF" rel="nofollow">Video</a></td>
<td><a href="https://aka.ms/ai-agents-beginners/collection?WT.mc_id=academic-105485-koreyst" rel="nofollow">Link</a></td>
</tr>
<tr>
<td>Tool Use Design Pattern</td>
<td><a href="/microsoft/ai-agents-for-beginners/blob/main/04-tool-use/README.md">Link</a></td>
<td><a href="https://youtu.be/vieRiPRx-gI?si=2z6O2Xu2cu_Jz46N" rel="nofollow">Video</a></td>
<td><a href="https://aka.ms/ai-agents-beginners/collection?WT.mc_id=academic-105485-koreyst" rel="nofollow">Link</a></td>
</tr>
<tr>
<td>Agentic RAG</td>
<td><a href="/microsoft/ai-agents-for-beginners/blob/main/05-agentic-rag/README.md">Link</a></td>
<td><a href="https://youtu.be/WcjAARvdL7I?si=gKPWsQpKiIlDH9A3" rel="nofollow">Video</a></td>
<td><a href="https://aka.ms/ai-agents-beginners/collection?WT.mc_id=academic-105485-koreyst" rel="nofollow">Link</a></td>
</tr>
<tr>
<td>Building Trustworthy AI Agents</td>
<td><a href="/microsoft/ai-agents-for-beginners/blob/main/06-building-trustworthy-agents/README.md">Link</a></td>
<td><a href="https://youtu.be/iZKkMEGBCUQ?si=jZjpiMnGFOE9L8OK" rel="nofollow">Video</a></td>
<td><a href="https://aka.ms/ai-agents-beginners/collection?WT.mc_id=academic-105485-koreyst" rel="nofollow">Link</a></td>
</tr>
<tr>
<td>Planning Design Pattern</td>
<td><a href="/microsoft/ai-agents-for-beginners/blob/main/07-planning-design/README.md">Link</a></td>
<td><a href="https://youtu.be/kPfJ2BrBCMY?si=6SC_iv_E5-mzucnC" rel="nofollow">Video</a></td>
<td><a href="https://aka.ms/ai-agents-beginners/collection?WT.mc_id=academic-105485-koreyst" rel="nofollow">Link</a></td>
</tr>
<tr>
<td>Multi-Agent Design Pattern</td>
<td><a href="/microsoft/ai-agents-for-beginners/blob/main/08-multi-agent/README.md">Link</a></td>
<td><a href="https://youtu.be/V6HpE9hZEx0?si=rMgDhEu7wXo2uo6g" rel="nofollow">Video</a></td>
<td><a href="https://aka.ms/ai-agents-beginners/collection?WT.mc_id=academic-105485-koreyst" rel="nofollow">Link</a></td>
</tr>
<tr>
<td>Metacognition Design Pattern</td>
<td><a href="/microsoft/ai-agents-for-beginners/blob/main/09-metacognition/README.md">Link</a></td>
<td><a href="https://youtu.be/His9R6gw6Ec?si=8gck6vvdSNCt6OcF" rel="nofollow">Video</a></td>
<td><a href="https://aka.ms/ai-agents-beginners/collection?WT.mc_id=academic-105485-koreyst" rel="nofollow">Link</a></td>
</tr>
<tr>
<td>AI Agents in Production</td>
<td><a href="/microsoft/ai-agents-for-beginners/blob/main/10-ai-agents-production/README.md">Link</a></td>
<td><a href="https://youtu.be/l4TP6IyJxmQ?si=31dnhexRo6yLRJDl" rel="nofollow">Video</a></td>
<td><a href="https://aka.ms/ai-agents-beginners/collection?WT.mc_id=academic-105485-koreyst" rel="nofollow">Link</a></td>
</tr>
<tr>
<td>Using Agentic Protocols (MCP, A2A and NLWeb)</td>
<td><a href="/microsoft/ai-agents-for-beginners/blob/main/11-agentic-protocols/README.md">Link</a></td>
<td><a href="https://youtu.be/X-Dh9R3Opn8" rel="nofollow">Video</a></td>
<td><a href="https://aka.ms/ai-agents-beginners/collection?WT.mc_id=academic-105485-koreyst" rel="nofollow">Link</a></td>
</tr>
<tr>
<td>Context Engineering for AI Agents</td>
<td><a href="/microsoft/ai-agents-for-beginners/blob/main/12-context-engineering/README.md">Link</a></td>
<td><a href="https://youtu.be/F5zqRV7gEag" rel="nofollow">Video</a></td>
<td><a href="https://aka.ms/ai-agents-beginners/collection?WT.mc_id=academic-105485-koreyst" rel="nofollow">Link</a></td>
</tr>
<tr>
<td>Managing Agentic Memory</td>
<td><a href="/microsoft/ai-agents-for-beginners/blob/main/13-agent-memory/README.md">Link</a></td>
<td><a href="https://youtu.be/QrYbHesIxpw?si=vZkVwKrQ4ieCcIPx" rel="nofollow">Video</a></td>
<td></td>
</tr>
<tr>
<td>Exploring Microsoft Agent Framework</td>
<td><a href="/microsoft/ai-agents-for-beginners/blob/main/14-microsoft-agent-framework/README.md">Link</a></td>
<td></td>
<td></td>
</tr>
<tr>
<td>Building Computer Use Agents (CUA)</td>
<td>Coming Soon</td>
<td></td>
<td></td>
</tr>
<tr>
<td>Deploying Scalable Agents</td>
<td>Coming Soon</td>
<td></td>
<td></td>
</tr>
<tr>
<td>Creating Local AI Agents</td>
<td>Coming Soon</td>
<td></td>
<td></td>
</tr>
<tr>
<td>Securing AI Agents</td>
<td>Coming Soon</td>
<td></td>
<td></td>
</tr>
</tbody>
</table></markdown-accessiblity-table>
<div class="markdown-heading" dir="auto"><h2 tabindex="-1" class="heading-element" dir="auto">🎒 Other Courses</h2><a id="user-content--other-courses" class="anchor" aria-label="Permalink: 🎒 Other Courses" href="#-other-courses"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div>
<p dir="auto">Our team produces other courses! Check out:</p>

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<div class="markdown-heading" dir="auto"><h3 tabindex="-1" class="heading-element" dir="auto">Generative AI Series</h3><a id="user-content-generative-ai-series" class="anchor" aria-label="Permalink: Generative AI Series" href="#generative-ai-series"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div>
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<div class="markdown-heading" dir="auto"><h3 tabindex="-1" class="heading-element" dir="auto">Core Learning</h3><a id="user-content-core-learning" class="anchor" aria-label="Permalink: Core Learning" href="#core-learning"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div>
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<div class="markdown-heading" dir="auto"><h3 tabindex="-1" class="heading-element" dir="auto">Copilot Series</h3><a id="user-content-copilot-series" class="anchor" aria-label="Permalink: Copilot Series" href="#copilot-series"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div>
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<div class="markdown-heading" dir="auto"><h2 tabindex="-1" class="heading-element" dir="auto">🌟 Community Thanks</h2><a id="user-content--community-thanks" class="anchor" aria-label="Permalink: 🌟 Community Thanks" href="#-community-thanks"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div>
<p dir="auto">Thanks to <a href="https://www.linkedin.com/in/shivam2003/" rel="nofollow">Shivam Goyal</a> for contributing important code samples demonstrating Agentic RAG.</p>
<div class="markdown-heading" dir="auto"><h2 tabindex="-1" class="heading-element" dir="auto">Contributing</h2><a id="user-content-contributing" class="anchor" aria-label="Permalink: Contributing" href="#contributing"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div>
<p dir="auto">This project welcomes contributions and suggestions.  Most contributions require you to agree to a
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<p dir="auto">This project has adopted the <a href="https://opensource.microsoft.com/codeofconduct/" rel="nofollow">Microsoft Open Source Code of Conduct</a>.
For more information see the <a href="https://opensource.microsoft.com/codeofconduct/faq/" rel="nofollow">Code of Conduct FAQ</a> or
contact <a href="mailto:opencode@microsoft.com">opencode@microsoft.com</a> with any additional questions or comments.</p>
<div class="markdown-heading" dir="auto"><h2 tabindex="-1" class="heading-element" dir="auto">Trademarks</h2><a id="user-content-trademarks" class="anchor" aria-label="Permalink: Trademarks" href="#trademarks"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div>
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Use of Microsoft trademarks or logos in modified versions of this project must not cause confusion or imply Microsoft sponsorship.
Any use of third-party trademarks or logos is subject to those third-parties' policies.</p>
<div class="markdown-heading" dir="auto"><h2 tabindex="-1" class="heading-element" dir="auto">Getting Help</h2><a id="user-content-getting-help" class="anchor" aria-label="Permalink: Getting Help" href="#getting-help"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div>
<p dir="auto">If you get stuck or have any questions about building AI apps, join:</p>
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<p dir="auto">If you have product feedback or errors while building visit:</p>
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        12 Lessons to Get Started Building AI Agents
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    <template id="snippet-clipboard-copy-button">
  <div class="zeroclipboard-container position-absolute right-0 top-0">
    <clipboard-copy aria-label="Copy" class="ClipboardButton btn js-clipboard-copy m-2 p-0" data-copy-feedback="Copied!" data-tooltip-direction="w">
      <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-copy js-clipboard-copy-icon m-2">
    <path d="M0 6.75C0 5.784.784 5 1.75 5h1.5a.75.75 0 0 1 0 1.5h-1.5a.25.25 0 0 0-.25.25v7.5c0 .138.112.25.25.25h7.5a.25.25 0 0 0 .25-.25v-1.5a.75.75 0 0 1 1.5 0v1.5A1.75 1.75 0 0 1 9.25 16h-7.5A1.75 1.75 0 0 1 0 14.25Z"></path><path d="M5 1.75C5 .784 5.784 0 6.75 0h7.5C15.216 0 16 .784 16 1.75v7.5A1.75 1.75 0 0 1 14.25 11h-7.5A1.75 1.75 0 0 1 5 9.25Zm1.75-.25a.25.25 0 0 0-.25.25v7.5c0 .138.112.25.25.25h7.5a.25.25 0 0 0 .25-.25v-7.5a.25.25 0 0 0-.25-.25Z"></path>
</svg>
      <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-check js-clipboard-check-icon color-fg-success d-none m-2">
    <path d="M13.78 4.22a.75.75 0 0 1 0 1.06l-7.25 7.25a.75.75 0 0 1-1.06 0L2.22 9.28a.751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018L6 10.94l6.72-6.72a.75.75 0 0 1 1.06 0Z"></path>
</svg>
    </clipboard-copy>
  </div>
</template>
<template id="snippet-clipboard-copy-button-unpositioned">
  <div class="zeroclipboard-container">
    <clipboard-copy aria-label="Copy" class="ClipboardButton btn btn-invisible js-clipboard-copy m-2 p-0 d-flex flex-justify-center flex-items-center" data-copy-feedback="Copied!" data-tooltip-direction="w">
      <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-copy js-clipboard-copy-icon">
    <path d="M0 6.75C0 5.784.784 5 1.75 5h1.5a.75.75 0 0 1 0 1.5h-1.5a.25.25 0 0 0-.25.25v7.5c0 .138.112.25.25.25h7.5a.25.25 0 0 0 .25-.25v-1.5a.75.75 0 0 1 1.5 0v1.5A1.75 1.75 0 0 1 9.25 16h-7.5A1.75 1.75 0 0 1 0 14.25Z"></path><path d="M5 1.75C5 .784 5.784 0 6.75 0h7.5C15.216 0 16 .784 16 1.75v7.5A1.75 1.75 0 0 1 14.25 11h-7.5A1.75 1.75 0 0 1 5 9.25Zm1.75-.25a.25.25 0 0 0-.25.25v7.5c0 .138.112.25.25.25h7.5a.25.25 0 0 0 .25-.25v-7.5a.25.25 0 0 0-.25-.25Z"></path>
</svg>
      <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-check js-clipboard-check-icon color-fg-success d-none">
    <path d="M13.78 4.22a.75.75 0 0 1 0 1.06l-7.25 7.25a.75.75 0 0 1-1.06 0L2.22 9.28a.751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018L6 10.94l6.72-6.72a.75.75 0 0 1 1.06 0Z"></path>
</svg>
    </clipboard-copy>
  </div>
</template>




    </div>
    <div id="js-global-screen-reader-notice" class="sr-only mt-n1" aria-live="polite" aria-atomic="true" ></div>
    <div id="js-global-screen-reader-notice-assertive" class="sr-only mt-n1" aria-live="assertive" aria-atomic="true"></div>
  </body>
</html>

