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d-flex flex-items-center Link--has-description pb-lg-3" data-analytics-event="{"location":"navbar","action":"github_copilot","context":"product","tag":"link","label":"github_copilot_link_product_navbar"}" href="https://github.com/features/copilot"> <svg aria-hidden="true" height="24" viewBox="0 0 24 24" version="1.1" width="24" data-view-component="true" class="octicon octicon-copilot color-fg-subtle mr-3"> <path d="M23.922 16.992c-.861 1.495-5.859 5.023-11.922 5.023-6.063 0-11.061-3.528-11.922-5.023A.641.641 0 0 1 0 16.736v-2.869a.841.841 0 0 1 .053-.22c.372-.935 1.347-2.292 2.605-2.656.167-.429.414-1.055.644-1.517a10.195 10.195 0 0 1-.052-1.086c0-1.331.282-2.499 1.132-3.368.397-.406.89-.717 1.474-.952 1.399-1.136 3.392-2.093 6.122-2.093 2.731 0 4.767.957 6.166 2.093.584.235 1.077.546 1.474.952.85.869 1.132 2.037 1.132 3.368 0 .368-.014.733-.052 1.086.23.462.477 1.088.644 1.517 1.258.364 2.233 1.721 2.605 2.656a.832.832 0 0 1 .053.22v2.869a.641.641 0 0 1-.078.256ZM12.172 11h-.344a4.323 4.323 0 0 1-.355.508C10.703 12.455 9.555 13 7.965 13c-1.725 0-2.989-.359-3.782-1.259a2.005 2.005 0 0 1-.085-.104L4 11.741v6.585c1.435.779 4.514 2.179 8 2.179 3.486 0 6.565-1.4 8-2.179v-6.585l-.098-.104s-.033.045-.085.104c-.793.9-2.057 1.259-3.782 1.259-1.59 0-2.738-.545-3.508-1.492a4.323 4.323 0 0 1-.355-.508h-.016.016Zm.641-2.935c.136 1.057.403 1.913.878 2.497.442.544 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> <div> <div class="color-fg-default h4">GitHub Copilot</div> Write better code with AI </div> </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary d-flex flex-items-center Link--has-description pb-lg-3" data-analytics-event="{"location":"navbar","action":"security","context":"product","tag":"link","label":"security_link_product_navbar"}" href="https://github.com/features/security"> <svg aria-hidden="true" height="24" viewBox="0 0 24 24" version="1.1" width="24" data-view-component="true" class="octicon octicon-shield-check color-fg-subtle mr-3"> <path d="M16.53 9.78a.75.75 0 0 0-1.06-1.06L11 13.19l-1.97-1.97a.75.75 0 0 0-1.06 1.06l2.5 2.5a.75.75 0 0 0 1.06 0l5-5Z"></path><path d="m12.54.637 8.25 2.675A1.75 1.75 0 0 1 22 4.976V10c0 6.19-3.771 10.704-9.401 12.83a1.704 1.704 0 0 1-1.198 0C5.77 20.705 2 16.19 2 10V4.976c0-.758.489-1.43 1.21-1.664L11.46.637a1.748 1.748 0 0 1 1.08 0Zm-.617 1.426-8.25 2.676a.249.249 0 0 0-.173.237V10c0 5.46 3.28 9.483 8.43 11.426a.199.199 0 0 0 .14 0C17.22 19.483 20.5 15.461 20.5 10V4.976a.25.25 0 0 0-.173-.237l-8.25-2.676a.253.253 0 0 0-.154 0Z"></path> </svg> <div> <div class="color-fg-default h4">Security</div> Find and fix vulnerabilities </div> </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary d-flex flex-items-center Link--has-description pb-lg-3" data-analytics-event="{"location":"navbar","action":"actions","context":"product","tag":"link","label":"actions_link_product_navbar"}" href="https://github.com/features/actions"> <svg aria-hidden="true" height="24" viewBox="0 0 24 24" version="1.1" width="24" data-view-component="true" class="octicon octicon-workflow color-fg-subtle mr-3"> <path d="M1 3a2 2 0 0 1 2-2h6.5a2 2 0 0 1 2 2v6.5a2 2 0 0 1-2 2H7v4.063C7 16.355 7.644 17 8.438 17H12.5v-2.5a2 2 0 0 1 2-2H21a2 2 0 0 1 2 2V21a2 2 0 0 1-2 2h-6.5a2 2 0 0 1-2-2v-2.5H8.437A2.939 2.939 0 0 1 5.5 15.562V11.5H3a2 2 0 0 1-2-2Zm2-.5a.5.5 0 0 0-.5.5v6.5a.5.5 0 0 0 .5.5h6.5a.5.5 0 0 0 .5-.5V3a.5.5 0 0 0-.5-.5ZM14.5 14a.5.5 0 0 0-.5.5V21a.5.5 0 0 0 .5.5H21a.5.5 0 0 0 .5-.5v-6.5a.5.5 0 0 0-.5-.5Z"></path> </svg> <div> <div class="color-fg-default h4">Actions</div> Automate any workflow </div> </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary d-flex flex-items-center Link--has-description pb-lg-3" data-analytics-event="{"location":"navbar","action":"codespaces","context":"product","tag":"link","label":"codespaces_link_product_navbar"}" href="https://github.com/features/codespaces"> <svg aria-hidden="true" height="24" viewBox="0 0 24 24" version="1.1" width="24" data-view-component="true" class="octicon octicon-codespaces color-fg-subtle mr-3"> <path d="M3.5 3.75C3.5 2.784 4.284 2 5.25 2h13.5c.966 0 1.75.784 1.75 1.75v7.5A1.75 1.75 0 0 1 18.75 13H5.25a1.75 1.75 0 0 1-1.75-1.75Zm-2 12c0-.966.784-1.75 1.75-1.75h17.5c.966 0 1.75.784 1.75 1.75v4a1.75 1.75 0 0 1-1.75 1.75H3.25a1.75 1.75 0 0 1-1.75-1.75ZM5.25 3.5a.25.25 0 0 0-.25.25v7.5c0 .138.112.25.25.25h13.5a.25.25 0 0 0 .25-.25v-7.5a.25.25 0 0 0-.25-.25Zm-2 12a.25.25 0 0 0-.25.25v4c0 .138.112.25.25.25h17.5a.25.25 0 0 0 .25-.25v-4a.25.25 0 0 0-.25-.25Z"></path><path d="M10 17.75a.75.75 0 0 1 .75-.75h6.5a.75.75 0 0 1 0 1.5h-6.5a.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> <div> <div class="color-fg-default h4">Codespaces</div> Instant dev environments </div> </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary d-flex flex-items-center Link--has-description pb-lg-3" data-analytics-event="{"location":"navbar","action":"issues","context":"product","tag":"link","label":"issues_link_product_navbar"}" href="https://github.com/features/issues"> <svg aria-hidden="true" height="24" viewBox="0 0 24 24" version="1.1" width="24" data-view-component="true" class="octicon octicon-issue-opened color-fg-subtle mr-3"> <path d="M12 1c6.075 0 11 4.925 11 11s-4.925 11-11 11S1 18.075 1 12 5.925 1 12 1ZM2.5 12a9.5 9.5 0 0 0 9.5 9.5 9.5 9.5 0 0 0 9.5-9.5A9.5 9.5 0 0 0 12 2.5 9.5 9.5 0 0 0 2.5 12Zm9.5 2a2 2 0 1 1-.001-3.999A2 2 0 0 1 12 14Z"></path> </svg> <div> <div class="color-fg-default h4">Issues</div> Plan and track work </div> </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary d-flex flex-items-center Link--has-description pb-lg-3" data-analytics-event="{"location":"navbar","action":"code_review","context":"product","tag":"link","label":"code_review_link_product_navbar"}" href="https://github.com/features/code-review"> <svg aria-hidden="true" height="24" viewBox="0 0 24 24" version="1.1" width="24" data-view-component="true" class="octicon octicon-code-review color-fg-subtle mr-3"> <path d="M10.3 6.74a.75.75 0 0 1-.04 1.06l-2.908 2.7 2.908 2.7a.75.75 0 1 1-1.02 1.1l-3.5-3.25a.75.75 0 0 1 0-1.1l3.5-3.25a.75.75 0 0 1 1.06.04Zm3.44 1.06a.75.75 0 1 1 1.02-1.1l3.5 3.25a.75.75 0 0 1 0 1.1l-3.5 3.25a.75.75 0 1 1-1.02-1.1l2.908-2.7-2.908-2.7Z"></path><path d="M1.5 4.25c0-.966.784-1.75 1.75-1.75h17.5c.966 0 1.75.784 1.75 1.75v12.5a1.75 1.75 0 0 1-1.75 1.75h-9.69l-3.573 3.573A1.458 1.458 0 0 1 5 21.043V18.5H3.25a1.75 1.75 0 0 1-1.75-1.75ZM3.25 4a.25.25 0 0 0-.25.25v12.5c0 .138.112.25.25.25h2.5a.75.75 0 0 1 .75.75v3.19l3.72-3.72a.749.749 0 0 1 .53-.22h10a.25.25 0 0 0 .25-.25V4.25a.25.25 0 0 0-.25-.25Z"></path> </svg> <div> <div class="color-fg-default h4">Code Review</div> Manage code changes </div> </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary d-flex flex-items-center Link--has-description pb-lg-3" data-analytics-event="{"location":"navbar","action":"discussions","context":"product","tag":"link","label":"discussions_link_product_navbar"}" href="https://github.com/features/discussions"> <svg aria-hidden="true" height="24" viewBox="0 0 24 24" version="1.1" width="24" data-view-component="true" class="octicon octicon-comment-discussion color-fg-subtle mr-3"> <path d="M1.75 1h12.5c.966 0 1.75.784 1.75 1.75v9.5A1.75 1.75 0 0 1 14.25 14H8.061l-2.574 2.573A1.458 1.458 0 0 1 3 15.543V14H1.75A1.75 1.75 0 0 1 0 12.25v-9.5C0 1.784.784 1 1.75 1ZM1.5 2.75v9.5c0 .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-9.5a.25.25 0 0 0-.25-.25H1.75a.25.25 0 0 0-.25.25Z"></path><path d="M22.5 8.75a.25.25 0 0 0-.25-.25h-3.5a.75.75 0 0 1 0-1.5h3.5c.966 0 1.75.784 1.75 1.75v9.5A1.75 1.75 0 0 1 22.25 20H21v1.543a1.457 1.457 0 0 1-2.487 1.03L15.939 20H10.75A1.75 1.75 0 0 1 9 18.25v-1.465a.75.75 0 0 1 1.5 0v1.465c0 .138.112.25.25.25h5.5a.75.75 0 0 1 .53.22l2.72 2.72v-2.19a.75.75 0 0 1 .75-.75h2a.25.25 0 0 0 .25-.25v-9.5Z"></path> </svg> <div> <div class="color-fg-default h4">Discussions</div> Collaborate outside of code </div> </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary d-flex flex-items-center Link--has-description" data-analytics-event="{"location":"navbar","action":"code_search","context":"product","tag":"link","label":"code_search_link_product_navbar"}" href="https://github.com/features/code-search"> <svg aria-hidden="true" height="24" viewBox="0 0 24 24" version="1.1" width="24" data-view-component="true" class="octicon octicon-code-square color-fg-subtle mr-3"> <path d="M10.3 8.24a.75.75 0 0 1-.04 1.06L7.352 12l2.908 2.7a.75.75 0 1 1-1.02 1.1l-3.5-3.25a.75.75 0 0 1 0-1.1l3.5-3.25a.75.75 0 0 1 1.06.04Zm3.44 1.06a.75.75 0 1 1 1.02-1.1l3.5 3.25a.75.75 0 0 1 0 1.1l-3.5 3.25a.75.75 0 1 1-1.02-1.1l2.908-2.7-2.908-2.7Z"></path><path d="M2 3.75C2 2.784 2.784 2 3.75 2h16.5c.966 0 1.75.784 1.75 1.75v16.5A1.75 1.75 0 0 1 20.25 22H3.75A1.75 1.75 0 0 1 2 20.25Zm1.75-.25a.25.25 0 0 0-.25.25v16.5c0 .138.112.25.25.25h16.5a.25.25 0 0 0 .25-.25V3.75a.25.25 0 0 0-.25-.25Z"></path> </svg> <div> <div class="color-fg-default h4">Code Search</div> Find more, search less </div> </a></li> </ul> </div> </div> <div class="HeaderMenu-column px-lg-4"> <div class="border-bottom pb-3 pb-lg-0 border-lg-bottom-0 border-bottom-0"> <span class="d-block h4 color-fg-default my-1" id="product-explore-heading">Explore</span> <ul class="list-style-none f5" aria-labelledby="product-explore-heading"> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{"location":"navbar","action":"all_features","context":"product","tag":"link","label":"all_features_link_product_navbar"}" href="https://github.com/features"> All features </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary Link--external" target="_blank" data-analytics-event="{"location":"navbar","action":"documentation","context":"product","tag":"link","label":"documentation_link_product_navbar"}" href="https://docs.github.com"> Documentation <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-link-external HeaderMenu-external-icon color-fg-subtle"> <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 class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary Link--external" target="_blank" data-analytics-event="{"location":"navbar","action":"github_skills","context":"product","tag":"link","label":"github_skills_link_product_navbar"}" href="https://skills.github.com"> GitHub Skills <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-link-external HeaderMenu-external-icon color-fg-subtle"> <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 class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary Link--external" target="_blank" data-analytics-event="{"location":"navbar","action":"blog","context":"product","tag":"link","label":"blog_link_product_navbar"}" href="https://github.blog"> Blog <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-link-external HeaderMenu-external-icon color-fg-subtle"> <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> </div> </div> </li> <li class="HeaderMenu-item position-relative flex-wrap flex-justify-between flex-items-center d-block d-lg-flex flex-lg-nowrap flex-lg-items-center js-details-container js-header-menu-item"> <button type="button" class="HeaderMenu-link border-0 width-full width-lg-auto px-0 px-lg-2 py-lg-2 no-wrap d-flex flex-items-center flex-justify-between js-details-target" aria-expanded="false"> Solutions <svg opacity="0.5" aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-chevron-down HeaderMenu-icon ml-1"> <path d="M12.78 5.22a.749.749 0 0 1 0 1.06l-4.25 4.25a.749.749 0 0 1-1.06 0L3.22 6.28a.749.749 0 1 1 1.06-1.06L8 8.939l3.72-3.719a.749.749 0 0 1 1.06 0Z"></path> </svg> </button> <div class="HeaderMenu-dropdown dropdown-menu rounded m-0 p-0 pt-2 pt-lg-4 position-relative position-lg-absolute left-0 left-lg-n3 d-lg-flex flex-wrap dropdown-menu-wide"> <div class="HeaderMenu-column px-lg-4 border-lg-right mb-4 mb-lg-0 pr-lg-7"> <div class="border-bottom pb-3 pb-lg-0 border-lg-bottom-0 pb-lg-3 mb-3 mb-lg-0"> <span class="d-block h4 color-fg-default my-1" id="solutions-by-company-size-heading">By company size</span> <ul class="list-style-none f5" aria-labelledby="solutions-by-company-size-heading"> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{"location":"navbar","action":"enterprises","context":"solutions","tag":"link","label":"enterprises_link_solutions_navbar"}" href="https://github.com/enterprise"> Enterprises </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{"location":"navbar","action":"small_and_medium_teams","context":"solutions","tag":"link","label":"small_and_medium_teams_link_solutions_navbar"}" href="https://github.com/team"> Small and medium teams </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{"location":"navbar","action":"startups","context":"solutions","tag":"link","label":"startups_link_solutions_navbar"}" href="https://github.com/enterprise/startups"> Startups </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{"location":"navbar","action":"nonprofits","context":"solutions","tag":"link","label":"nonprofits_link_solutions_navbar"}" href="/solutions/industry/nonprofits"> Nonprofits </a></li> </ul> </div> <div class="border-bottom pb-3 pb-lg-0 border-lg-bottom-0"> <span class="d-block h4 color-fg-default my-1" id="solutions-by-use-case-heading">By use case</span> <ul class="list-style-none f5" aria-labelledby="solutions-by-use-case-heading"> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{"location":"navbar","action":"devsecops","context":"solutions","tag":"link","label":"devsecops_link_solutions_navbar"}" href="/solutions/use-case/devsecops"> DevSecOps </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{"location":"navbar","action":"devops","context":"solutions","tag":"link","label":"devops_link_solutions_navbar"}" href="/solutions/use-case/devops"> DevOps </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{"location":"navbar","action":"ci_cd","context":"solutions","tag":"link","label":"ci_cd_link_solutions_navbar"}" href="/solutions/use-case/ci-cd"> CI/CD </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{"location":"navbar","action":"view_all_use_cases","context":"solutions","tag":"link","label":"view_all_use_cases_link_solutions_navbar"}" href="/solutions/use-case"> View all use cases </a></li> </ul> </div> </div> <div class="HeaderMenu-column px-lg-4"> <div class="border-bottom pb-3 pb-lg-0 border-lg-bottom-0"> <span class="d-block h4 color-fg-default my-1" id="solutions-by-industry-heading">By industry</span> <ul class="list-style-none f5" aria-labelledby="solutions-by-industry-heading"> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{"location":"navbar","action":"healthcare","context":"solutions","tag":"link","label":"healthcare_link_solutions_navbar"}" href="/solutions/industry/healthcare"> Healthcare </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{"location":"navbar","action":"financial_services","context":"solutions","tag":"link","label":"financial_services_link_solutions_navbar"}" href="/solutions/industry/financial-services"> Financial services </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{"location":"navbar","action":"manufacturing","context":"solutions","tag":"link","label":"manufacturing_link_solutions_navbar"}" href="/solutions/industry/manufacturing"> Manufacturing </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{"location":"navbar","action":"government","context":"solutions","tag":"link","label":"government_link_solutions_navbar"}" href="/solutions/industry/government"> Government </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{"location":"navbar","action":"view_all_industries","context":"solutions","tag":"link","label":"view_all_industries_link_solutions_navbar"}" href="/solutions/industry"> View all industries </a></li> </ul> </div> </div> <div class="HeaderMenu-trailing-link rounded-bottom-2 flex-shrink-0 mt-lg-4 px-lg-4 py-4 py-lg-3 f5 text-semibold"> <a href="/solutions"> View all solutions <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-chevron-right HeaderMenu-trailing-link-icon"> <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> </li> <li class="HeaderMenu-item position-relative flex-wrap flex-justify-between flex-items-center d-block d-lg-flex flex-lg-nowrap flex-lg-items-center js-details-container js-header-menu-item"> <button type="button" class="HeaderMenu-link border-0 width-full width-lg-auto px-0 px-lg-2 py-lg-2 no-wrap d-flex flex-items-center flex-justify-between js-details-target" aria-expanded="false"> Resources <svg opacity="0.5" aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-chevron-down HeaderMenu-icon ml-1"> <path d="M12.78 5.22a.749.749 0 0 1 0 1.06l-4.25 4.25a.749.749 0 0 1-1.06 0L3.22 6.28a.749.749 0 1 1 1.06-1.06L8 8.939l3.72-3.719a.749.749 0 0 1 1.06 0Z"></path> </svg> </button> <div class="HeaderMenu-dropdown dropdown-menu rounded m-0 p-0 pt-2 pt-lg-4 position-relative position-lg-absolute left-0 left-lg-n3 pb-2 pb-lg-4 d-lg-flex flex-wrap dropdown-menu-wide"> <div class="HeaderMenu-column px-lg-4 border-lg-right mb-4 mb-lg-0 pr-lg-7"> <div class="border-bottom pb-3 pb-lg-0 border-lg-bottom-0"> <span class="d-block h4 color-fg-default my-1" id="resources-topics-heading">Topics</span> <ul class="list-style-none f5" aria-labelledby="resources-topics-heading"> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{"location":"navbar","action":"ai","context":"resources","tag":"link","label":"ai_link_resources_navbar"}" href="/resources/articles/ai"> AI </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{"location":"navbar","action":"devops","context":"resources","tag":"link","label":"devops_link_resources_navbar"}" href="/resources/articles/devops"> DevOps </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{"location":"navbar","action":"security","context":"resources","tag":"link","label":"security_link_resources_navbar"}" href="/resources/articles/security"> Security </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{"location":"navbar","action":"software_development","context":"resources","tag":"link","label":"software_development_link_resources_navbar"}" href="/resources/articles/software-development"> Software Development </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{"location":"navbar","action":"view_all","context":"resources","tag":"link","label":"view_all_link_resources_navbar"}" href="/resources/articles"> View all </a></li> </ul> </div> </div> <div class="HeaderMenu-column px-lg-4"> <div class="border-bottom pb-3 pb-lg-0 border-lg-bottom-0 border-bottom-0"> <span class="d-block h4 color-fg-default my-1" id="resources-explore-heading">Explore</span> <ul class="list-style-none f5" aria-labelledby="resources-explore-heading"> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary Link--external" target="_blank" data-analytics-event="{"location":"navbar","action":"learning_pathways","context":"resources","tag":"link","label":"learning_pathways_link_resources_navbar"}" href="https://resources.github.com/learn/pathways"> Learning Pathways <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-link-external HeaderMenu-external-icon color-fg-subtle"> <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 class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary Link--external" target="_blank" data-analytics-event="{"location":"navbar","action":"events_amp_webinars","context":"resources","tag":"link","label":"events_amp_webinars_link_resources_navbar"}" href="https://resources.github.com"> Events & Webinars <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-link-external HeaderMenu-external-icon color-fg-subtle"> <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 class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{"location":"navbar","action":"ebooks_amp_whitepapers","context":"resources","tag":"link","label":"ebooks_amp_whitepapers_link_resources_navbar"}" href="https://github.com/resources/whitepapers"> Ebooks & Whitepapers </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{"location":"navbar","action":"customer_stories","context":"resources","tag":"link","label":"customer_stories_link_resources_navbar"}" href="https://github.com/customer-stories"> Customer Stories </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary Link--external" target="_blank" data-analytics-event="{"location":"navbar","action":"partners","context":"resources","tag":"link","label":"partners_link_resources_navbar"}" href="https://partner.github.com"> Partners <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-link-external HeaderMenu-external-icon color-fg-subtle"> <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 class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{"location":"navbar","action":"executive_insights","context":"resources","tag":"link","label":"executive_insights_link_resources_navbar"}" href="https://github.com/solutions/executive-insights"> Executive Insights </a></li> </ul> </div> </div> </div> </li> <li class="HeaderMenu-item position-relative flex-wrap flex-justify-between flex-items-center d-block d-lg-flex flex-lg-nowrap flex-lg-items-center js-details-container js-header-menu-item"> <button type="button" class="HeaderMenu-link border-0 width-full width-lg-auto px-0 px-lg-2 py-lg-2 no-wrap d-flex flex-items-center flex-justify-between js-details-target" aria-expanded="false"> Open Source <svg opacity="0.5" aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-chevron-down HeaderMenu-icon ml-1"> <path d="M12.78 5.22a.749.749 0 0 1 0 1.06l-4.25 4.25a.749.749 0 0 1-1.06 0L3.22 6.28a.749.749 0 1 1 1.06-1.06L8 8.939l3.72-3.719a.749.749 0 0 1 1.06 0Z"></path> </svg> </button> <div class="HeaderMenu-dropdown dropdown-menu rounded m-0 p-0 pt-2 pt-lg-4 position-relative position-lg-absolute left-0 left-lg-n3 pb-2 pb-lg-4 px-lg-4"> <div class="HeaderMenu-column"> <div class="border-bottom pb-3 pb-lg-0 pb-lg-3 mb-3 mb-lg-0 mb-lg-3"> <ul class="list-style-none f5" > <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary d-flex flex-items-center Link--has-description" data-analytics-event="{"location":"navbar","action":"github_sponsors","context":"open_source","tag":"link","label":"github_sponsors_link_open_source_navbar"}" href="/sponsors"> <div> <div class="color-fg-default h4">GitHub Sponsors</div> Fund open source developers </div> </a></li> </ul> </div> <div class="border-bottom pb-3 pb-lg-0 pb-lg-3 mb-3 mb-lg-0 mb-lg-3"> <ul class="list-style-none f5" > <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary d-flex flex-items-center Link--has-description" data-analytics-event="{"location":"navbar","action":"the_readme_project","context":"open_source","tag":"link","label":"the_readme_project_link_open_source_navbar"}" href="https://github.com/readme"> <div> <div class="color-fg-default h4">The ReadME Project</div> GitHub community articles </div> </a></li> </ul> </div> <div class="border-bottom pb-3 pb-lg-0 border-bottom-0"> <span class="d-block h4 color-fg-default my-1" id="open-source-repositories-heading">Repositories</span> <ul class="list-style-none f5" aria-labelledby="open-source-repositories-heading"> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{"location":"navbar","action":"topics","context":"open_source","tag":"link","label":"topics_link_open_source_navbar"}" href="https://github.com/topics"> Topics </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{"location":"navbar","action":"trending","context":"open_source","tag":"link","label":"trending_link_open_source_navbar"}" href="https://github.com/trending"> Trending </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{"location":"navbar","action":"collections","context":"open_source","tag":"link","label":"collections_link_open_source_navbar"}" href="https://github.com/collections"> Collections </a></li> </ul> </div> </div> </div> </li> <li class="HeaderMenu-item position-relative flex-wrap flex-justify-between flex-items-center d-block d-lg-flex flex-lg-nowrap flex-lg-items-center js-details-container js-header-menu-item"> <button type="button" class="HeaderMenu-link border-0 width-full width-lg-auto px-0 px-lg-2 py-lg-2 no-wrap d-flex flex-items-center flex-justify-between js-details-target" aria-expanded="false"> Enterprise <svg opacity="0.5" aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-chevron-down HeaderMenu-icon ml-1"> <path d="M12.78 5.22a.749.749 0 0 1 0 1.06l-4.25 4.25a.749.749 0 0 1-1.06 0L3.22 6.28a.749.749 0 1 1 1.06-1.06L8 8.939l3.72-3.719a.749.749 0 0 1 1.06 0Z"></path> </svg> </button> <div class="HeaderMenu-dropdown dropdown-menu rounded m-0 p-0 pt-2 pt-lg-4 position-relative position-lg-absolute left-0 left-lg-n3 pb-2 pb-lg-4 px-lg-4"> <div class="HeaderMenu-column"> <div class="border-bottom pb-3 pb-lg-0 pb-lg-3 mb-3 mb-lg-0 mb-lg-3"> <ul class="list-style-none f5" > <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary d-flex flex-items-center Link--has-description" data-analytics-event="{"location":"navbar","action":"enterprise_platform","context":"enterprise","tag":"link","label":"enterprise_platform_link_enterprise_navbar"}" href="/enterprise"> <svg aria-hidden="true" height="24" viewBox="0 0 24 24" version="1.1" width="24" data-view-component="true" class="octicon octicon-stack color-fg-subtle mr-3"> <path d="M11.063 1.456a1.749 1.749 0 0 1 1.874 0l8.383 5.316a1.751 1.751 0 0 1 0 2.956l-8.383 5.316a1.749 1.749 0 0 1-1.874 0L2.68 9.728a1.751 1.751 0 0 1 0-2.956Zm1.071 1.267a.25.25 0 0 0-.268 0L3.483 8.039a.25.25 0 0 0 0 .422l8.383 5.316a.25.25 0 0 0 .268 0l8.383-5.316a.25.25 0 0 0 0-.422Z"></path><path d="M1.867 12.324a.75.75 0 0 1 1.035-.232l8.964 5.685a.25.25 0 0 0 .268 0l8.964-5.685a.75.75 0 0 1 .804 1.267l-8.965 5.685a1.749 1.749 0 0 1-1.874 0l-8.965-5.685a.75.75 0 0 1-.231-1.035Z"></path><path d="M1.867 16.324a.75.75 0 0 1 1.035-.232l8.964 5.685a.25.25 0 0 0 .268 0l8.964-5.685a.75.75 0 0 1 .804 1.267l-8.965 5.685a1.749 1.749 0 0 1-1.874 0l-8.965-5.685a.75.75 0 0 1-.231-1.035Z"></path> </svg> <div> <div class="color-fg-default h4">Enterprise platform</div> AI-powered developer platform </div> </a></li> </ul> </div> <div class="border-bottom pb-3 pb-lg-0 border-bottom-0"> <span class="d-block h4 color-fg-default my-1" id="enterprise-available-add-ons-heading">Available add-ons</span> <ul class="list-style-none f5" aria-labelledby="enterprise-available-add-ons-heading"> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary d-flex flex-items-center Link--has-description pb-lg-3" data-analytics-event="{"location":"navbar","action":"advanced_security","context":"enterprise","tag":"link","label":"advanced_security_link_enterprise_navbar"}" href="https://github.com/enterprise/advanced-security"> <svg aria-hidden="true" height="24" viewBox="0 0 24 24" version="1.1" width="24" data-view-component="true" class="octicon octicon-shield-check color-fg-subtle mr-3"> <path d="M16.53 9.78a.75.75 0 0 0-1.06-1.06L11 13.19l-1.97-1.97a.75.75 0 0 0-1.06 1.06l2.5 2.5a.75.75 0 0 0 1.06 0l5-5Z"></path><path d="m12.54.637 8.25 2.675A1.75 1.75 0 0 1 22 4.976V10c0 6.19-3.771 10.704-9.401 12.83a1.704 1.704 0 0 1-1.198 0C5.77 20.705 2 16.19 2 10V4.976c0-.758.489-1.43 1.21-1.664L11.46.637a1.748 1.748 0 0 1 1.08 0Zm-.617 1.426-8.25 2.676a.249.249 0 0 0-.173.237V10c0 5.46 3.28 9.483 8.43 11.426a.199.199 0 0 0 .14 0C17.22 19.483 20.5 15.461 20.5 10V4.976a.25.25 0 0 0-.173-.237l-8.25-2.676a.253.253 0 0 0-.154 0Z"></path> </svg> <div> <div class="color-fg-default h4">Advanced Security</div> Enterprise-grade security features </div> </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary d-flex flex-items-center Link--has-description pb-lg-3" data-analytics-event="{"location":"navbar","action":"copilot_for_business","context":"enterprise","tag":"link","label":"copilot_for_business_link_enterprise_navbar"}" href="/features/copilot/copilot-business"> <svg aria-hidden="true" height="24" viewBox="0 0 24 24" version="1.1" width="24" data-view-component="true" class="octicon octicon-copilot color-fg-subtle mr-3"> <path d="M23.922 16.992c-.861 1.495-5.859 5.023-11.922 5.023-6.063 0-11.061-3.528-11.922-5.023A.641.641 0 0 1 0 16.736v-2.869a.841.841 0 0 1 .053-.22c.372-.935 1.347-2.292 2.605-2.656.167-.429.414-1.055.644-1.517a10.195 10.195 0 0 1-.052-1.086c0-1.331.282-2.499 1.132-3.368.397-.406.89-.717 1.474-.952 1.399-1.136 3.392-2.093 6.122-2.093 2.731 0 4.767.957 6.166 2.093.584.235 1.077.546 1.474.952.85.869 1.132 2.037 1.132 3.368 0 .368-.014.733-.052 1.086.23.462.477 1.088.644 1.517 1.258.364 2.233 1.721 2.605 2.656a.832.832 0 0 1 .053.22v2.869a.641.641 0 0 1-.078.256ZM12.172 11h-.344a4.323 4.323 0 0 1-.355.508C10.703 12.455 9.555 13 7.965 13c-1.725 0-2.989-.359-3.782-1.259a2.005 2.005 0 0 1-.085-.104L4 11.741v6.585c1.435.779 4.514 2.179 8 2.179 3.486 0 6.565-1.4 8-2.179v-6.585l-.098-.104s-.033.045-.085.104c-.793.9-2.057 1.259-3.782 1.259-1.59 0-2.738-.545-3.508-1.492a4.323 4.323 0 0 1-.355-.508h-.016.016Zm.641-2.935c.136 1.057.403 1.913.878 2.497.442.544 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 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id="feedback"></textarea> <input name="include_email" id="include_email" aria-label="Include my email address so I can be contacted" class="form-control mr-2" type="checkbox"> <label for="include_email" style="font-weight: normal">Include my email address so I can be contacted</label> </form></div> </scrollable-region> <div data-view-component="true" class="Overlay-footer Overlay-footer--alignEnd"> <button data-close-dialog-id="feedback-dialog" type="button" data-view-component="true" class="btn"> Cancel </button> <button form="code-search-feedback-form" data-action="click:qbsearch-input#submitFeedback" type="submit" data-view-component="true" class="btn-primary btn"> Submit feedback </button> </div> </dialog></dialog-helper> <custom-scopes data-target="qbsearch-input.customScopesManager"> <dialog-helper> <dialog data-target="custom-scopes.customScopesModalDialog" data-action="close:qbsearch-input#handleDialogClose cancel:qbsearch-input#handleDialogClose" id="custom-scopes-dialog" 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6.94l3.22-3.22a.749.749 0 0 1 1.275.326.749.749 0 0 1-.215.734L9.06 8l3.22 3.22a.749.749 0 0 1-.326 1.275.749.749 0 0 1-.734-.215L8 9.06l-3.22 3.22a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042L6.94 8 3.72 4.78a.75.75 0 0 1 0-1.06Z"></path> </svg></button> </div> </div> </div> <scrollable-region data-labelled-by="custom-scopes-dialog-title"> <div data-view-component="true" class="Overlay-body"> <div data-target="custom-scopes.customScopesModalDialogFlash"></div> <div hidden class="create-custom-scope-form" data-target="custom-scopes.createCustomScopeForm"> <!-- '"` --><!-- </textarea></xmp> --></option></form><form id="custom-scopes-dialog-form" data-turbo="false" action="/search/custom_scopes" accept-charset="UTF-8" method="post"><input type="hidden" data-csrf="true" name="authenticity_token" value="eEXkhPW2QX9WU71pTU7oAvbue+qyvCMjDazSqL8dyQcuruVyP57CbRJ/KqnTCi4WqtY8rswPyw4cgu0JkuvHVw==" /> <div data-target="custom-scopes.customScopesModalDialogFlash"></div> <input type="hidden" id="custom_scope_id" name="custom_scope_id" data-target="custom-scopes.customScopesIdField"> <div class="form-group"> <label for="custom_scope_name">Name</label> <auto-check src="/search/custom_scopes/check_name" required only-validate-on-blur="false"> <input type="text" name="custom_scope_name" id="custom_scope_name" data-target="custom-scopes.customScopesNameField" class="form-control" autocomplete="off" placeholder="github-ruby" required maxlength="50"> <input type="hidden" data-csrf="true" value="gzzebKcFXNyFCu2vZbuq5NAUovTTJnMaeE0oc7fwOqu2RvG+vWVB7Cv65rxAt5feMBY1YC1CxaoCFgNKGFx3aA==" /> </auto-check> </div> <div class="form-group"> <label for="custom_scope_query">Query</label> <input type="text" name="custom_scope_query" id="custom_scope_query" data-target="custom-scopes.customScopesQueryField" class="form-control" autocomplete="off" placeholder="(repo:mona/a OR repo:mona/b) AND lang:python" required maxlength="500"> </div> <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>. </p> </form> </div> <div data-target="custom-scopes.manageCustomScopesForm"> <div data-target="custom-scopes.list"></div> </div> </div> </scrollable-region> <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 </button> <button form="custom-scopes-dialog-form" data-action="click:custom-scopes#customScopesSubmit" data-target="custom-scopes.customScopesSubmitButton" type="submit" data-view-component="true" class="btn-primary btn"> Create saved search </button> </div> </dialog></dialog-helper> </custom-scopes> </div> </qbsearch-input> <div class="position-relative HeaderMenu-link-wrap d-lg-inline-block"> <a 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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> Discussions </a></li> </ul> </nav> <div class="color-bg-default rounded-bottom-2"> <div class="px-3 pt-3"> <p class="color-fg-muted mb-0" >real time face swap and one-click video deepfake with only a single image</p> </div> <div class="d-flex flex-wrap border-bottom color-border-muted px-3 pt-2 pb-2"> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":9116,"originating_url":"https://github.com/explore","user_id":null}}" data-hydro-click-hmac="cc5abfdc54c8e9112581ec0f006af15a4bd509252c67b8e68b23fa5325fdc04b" title="Topic: ai" href="/topics/ai" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">ai</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":16937,"originating_url":"https://github.com/explore","user_id":null}}" data-hydro-click-hmac="882bca5bb35a0fe4731bcf503b945855add15637be0533d353a2abf24861eb03" title="Topic: realtime" href="/topics/realtime" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">realtime</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":24132,"originating_url":"https://github.com/explore","user_id":null}}" data-hydro-click-hmac="6130a8003b40f6cf7a8180a0ad1e8bf6d200a4a87a2f6fe83c88be16aa505d31" title="Topic: artificial-intelligence" href="/topics/artificial-intelligence" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">artificial-intelligence</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":35538,"originating_url":"https://github.com/explore","user_id":null}}" data-hydro-click-hmac="aef26319ba888dfd9937c558f2246b4619b7b12cc2a283d283499702375a2632" title="Topic: faceswap" href="/topics/faceswap" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">faceswap</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":43348,"originating_url":"https://github.com/explore","user_id":null}}" data-hydro-click-hmac="d70e6b83b094a2070989191f4269b972e15c621b6d5c0091088ae874e5c14505" title="Topic: gan" href="/topics/gan" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">gan</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":84561,"originating_url":"https://github.com/explore","user_id":null}}" data-hydro-click-hmac="c57dae537ec8fc1410966a8c0f341d82b62dbda3645deafd9d6d81d4bf101f33" title="Topic: webcam" href="/topics/webcam" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">webcam</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":582283,"originating_url":"https://github.com/explore","user_id":null}}" data-hydro-click-hmac="b06206963989702b4f46a606aa0c0f19a9384a1a9eed2d182ec8b97fa9abcf08" title="Topic: webcamera" href="/topics/webcamera" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">webcamera</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":805355,"originating_url":"https://github.com/explore","user_id":null}}" data-hydro-click-hmac="88313be79afe32e7ac4b78e7c9321e3299820243646b5c902acb9f5402956ad1" title="Topic: deepfake" href="/topics/deepfake" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">deepfake</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":1242243,"originating_url":"https://github.com/explore","user_id":null}}" data-hydro-click-hmac="5921a9ea40f7a57ca16e0e68b3b344c694cc2253640c36ce33d1bbb569641ac4" title="Topic: deep-fake" href="/topics/deep-fake" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">deep-fake</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":1709161,"originating_url":"https://github.com/explore","user_id":null}}" data-hydro-click-hmac="39629204c36b0343fbfa7877477601c146274ad43635c76f20bc1e684a03081a" title="Topic: ai-face" href="/topics/ai-face" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">ai-face</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":1861173,"originating_url":"https://github.com/explore","user_id":null}}" data-hydro-click-hmac="915fab9c45af775950a885eab766b00ab18587aef814317ffe591ecb296eb744" title="Topic: video-deepfake" href="/topics/video-deepfake" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">video-deepfake</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":2511007,"originating_url":"https://github.com/explore","user_id":null}}" data-hydro-click-hmac="45ad944d99c6585041b02988962e10c00b78889a9f97e8a7c6f0b9f48375c985" title="Topic: realtime-deepfake" href="/topics/realtime-deepfake" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">realtime-deepfake</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":2511008,"originating_url":"https://github.com/explore","user_id":null}}" data-hydro-click-hmac="dc97cfdc0e835b9f89338c01abe58be1ee7634b2a32874e030c5245eb377ae34" title="Topic: deepfake-webcam" href="/topics/deepfake-webcam" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">deepfake-webcam</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":2511009,"originating_url":"https://github.com/explore","user_id":null}}" data-hydro-click-hmac="549799727e24d85cd78f6f49d7afec7e9aa1d40cab0574f55fc5cab507f867f8" title="Topic: realtime-face-changer" href="/topics/realtime-face-changer" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">realtime-face-changer</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":2511010,"originating_url":"https://github.com/explore","user_id":null}}" data-hydro-click-hmac="bfceeda17b1abdb38289ab43812031a59f4b5f240775d636c7d6a2b80f17be42" title="Topic: fake-webcam" href="/topics/fake-webcam" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">fake-webcam</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":2519891,"originating_url":"https://github.com/explore","user_id":null}}" data-hydro-click-hmac="d36ffde883437e024de8114c6f2efff87c980ac4b463f4ca9d8c6c79ccc2eb59" title="Topic: ai-webcam" href="/topics/ai-webcam" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">ai-webcam</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":2519892,"originating_url":"https://github.com/explore","user_id":null}}" data-hydro-click-hmac="1a7ae4eb606cea087a817f082a550ca1d062b2dabc1d922e9a122aefd4123196" title="Topic: ai-deep-fake" href="/topics/ai-deep-fake" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">ai-deep-fake</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":2969683,"originating_url":"https://github.com/explore","user_id":null}}" data-hydro-click-hmac="742fff36ac20f9117c476f7d3bf9ad96e220759ef1d67b1eeca53c7114d80a8f" title="Topic: real-time-deepfake" href="/topics/real-time-deepfake" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">real-time-deepfake</a> </div> <div class="p-3"> <ul class="d-flex f6 list-style-none color-fg-muted"> <li class="mr-4"> Updated <relative-time datetime="2025-03-22T14:29:44Z" class="no-wrap">Mar 22, 2025</relative-time> </li> <li class="mr-4"> <span class="f6 my-1 ml-0"> <span class="repo-language-color" style="background-color: #3572A5"></span> <span itemprop="programmingLanguage">Python</span> </span> </li> </ul> </div> </div> </article> <article class="border rounded color-shadow-small color-bg-subtle my-4"> <h2 class="f6 color-fg-muted px-3 mt-3" > <span class="tooltipped tooltipped-ne" aria-label="This recommendation was generated by GitHub computers"> <svg height="14" class="octicon octicon-telescope mr-1" fill="#24292e" viewBox="0 0 16 16" version="1.1" width="14" aria-hidden="true"><path d="M14.184 1.143v-.001l1.422 2.464a1.75 1.75 0 0 1-.757 2.451L3.104 11.713a1.75 1.75 0 0 1-2.275-.702l-.447-.775a1.75 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data-view-component="true" class="octicon octicon-git-pull-request color-fg-muted"> <path d="M1.5 3.25a2.25 2.25 0 1 1 3 2.122v5.256a2.251 2.251 0 1 1-1.5 0V5.372A2.25 2.25 0 0 1 1.5 3.25Zm5.677-.177L9.573.677A.25.25 0 0 1 10 .854V2.5h1A2.5 2.5 0 0 1 13.5 5v5.628a2.251 2.251 0 1 1-1.5 0V5a1 1 0 0 0-1-1h-1v1.646a.25.25 0 0 1-.427.177L7.177 3.427a.25.25 0 0 1 0-.354ZM3.75 2.5a.75.75 0 1 0 0 1.5.75.75 0 0 0 0-1.5Zm0 9.5a.75.75 0 1 0 0 1.5.75.75 0 0 0 0-1.5Zm8.25.75a.75.75 0 1 0 1.5 0 .75.75 0 0 0-1.5 0Z"></path> </svg> Pull requests </a></li> </ul> </nav> <div class="color-bg-default rounded-bottom-2"> <div class="px-3 pt-3"> <p class="color-fg-muted mb-0" >RuoYi AI 是一个全栈式 AI 开发平台，旨在帮助开发者快速构建和部署个性化的 AI 应用。</p> </div> <div class="p-3"> <ul class="d-flex f6 list-style-none color-fg-muted"> <li class="mr-4"> Updated <relative-time datetime="2025-03-23T15:06:43Z" class="no-wrap">Mar 23, 2025</relative-time> </li> <li class="mr-4"> <span class="f6 my-1 ml-0"> <span class="repo-language-color" style="background-color: #b07219"></span> <span itemprop="programmingLanguage">Java</span> </span> </li> </ul> </div> </div> </article> </div> <!--// Spotlight //--> <article class="border rounded color-shadow-small color-bg-default my-4"> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"SPOTLIGHT_CARD","click_target":"SPOTLIGHT_URL","click_visual_representation":"SPOTLIGHT_IMAGE","actor_id":null,"record_id":null,"originating_url":"https://github.com/explore","user_id":null}}" data-hydro-click-hmac="f8ba0a157d287abf524552cb7afb1cd06141b34cb2dfc249cbeb480237efd057" data-ga-click="Explore, go to spotlight, location:explore feed" href="https://gamedevjs.com/jam/2025/" data-view-component="true" class="rounded-top-2 overflow-hidden Link d-block"><img loading="lazy" src="https://spotlights-feed.github.com/spotlights/gamedev-js-jam-2025/gamedevjs-jam-2025.png" alt="Build a web game this April!" class="d-block width-fit mx-auto" ></a> <div class="border-top color-bg-default p-3 rounded-bottom-2"> <h2 class="f6 color-fg-muted mb-3"> <span aria-label="This is a recommendation by GitHub staff" data-view-component="true" class="tooltipped tooltipped-ne"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-mark-github mr-1 color-fg-default"> <path d="M8 0c4.42 0 8 3.58 8 8a8.013 8.013 0 0 1-5.45 7.59c-.4.08-.55-.17-.55-.38 0-.27.01-1.13.01-2.2 0-.75-.25-1.23-.54-1.48 1.78-.2 3.65-.88 3.65-3.95 0-.88-.31-1.59-.82-2.15.08-.2.36-1.02-.08-2.12 0 0-.67-.22-2.2.82-.64-.18-1.32-.27-2-.27-.68 0-1.36.09-2 .27-1.53-1.03-2.2-.82-2.2-.82-.44 1.1-.16 1.92-.08 2.12-.51.56-.82 1.28-.82 2.15 0 3.06 1.86 3.75 3.64 3.95-.23.2-.44.55-.51 1.07-.46.21-1.61.55-2.33-.66-.15-.24-.6-.83-1.23-.82-.67.01-.27.38.01.53.34.19.73.9.82 1.13.16.45.68 1.31 2.69.94 0 .67.01 1.3.01 1.49 0 .21-.15.45-.55.38A7.995 7.995 0 0 1 0 8c0-4.42 3.58-8 8-8Z"></path> </svg> </span> Game Bytes </h2> <div class="d-flex"> <h3 class="h3 color-fg-default wb-break-word mb-2"> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"SPOTLIGHT_CARD","click_target":"SPOTLIGHT_URL","click_visual_representation":"SPOTLIGHT_TITLE","actor_id":null,"record_id":null,"originating_url":"https://github.com/explore","user_id":null}}" data-hydro-click-hmac="67b9e9ec5aad07c6b9ba690b0a04d080ebaf92f9f7decf4cf9de2866a5827f5b" data-ga-click="Explore, go to spotlight, location:explore feed; text:Build a web game this April!" href="https://gamedevjs.com/jam/2025/" data-view-component="true" class="Link">Build a web game this April!</a> </h3> </div> <div data-view-component="true" class="markdown-body f5 mb-2 color-fg-muted"> <p>Gamedev.js Jam returns this April challenging web developers to build a game based on a theme. 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0-.161-.119.254.254 0 0 0-.197.038ZM1.756 9.157a.25.25 0 0 0-.075.33l.447.775a.25.25 0 0 0 .325.1l1.598-.769-.83-1.436-1.465 1Z"></path> </svg> </span> Popular topic </h2> <div class="d-flex p-3"> <div class="col-sm-10 d-flex mr-3"> <div class="color-bg-accent f5 color-fg-muted text-bold border color-border-muted rounded flex-shrink-0 text-center mr-3" style="width:24px; height:24px; line-height:24px;" > # </div> <h3 class="h3 text-normal lh-condensed"> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"TOPIC_RECOMMENDATION_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TITLE","actor_id":null,"record_id":12641,"originating_url":"https://github.com/explore","user_id":null}}" data-hydro-click-hmac="be537afe806b5d17ef1b6e848b38d664279cace0a719fb35dde88b371ccb8216" data-ga-click="Explore, go to topic, location:explore feed; text:Azure" href="/topics/azure" data-view-component="true" class="Link">Azure</a> </h3> </div> <div class="d-flex 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.944.252ZM9.436 3.92h-.001l-4.97 3.39.942 1.63 5.42-2.61Zm3.091-2.108h.001l-1.85 1.26 1.505 2.605 2.016-.97a.247.247 0 0 0 .13-.151.247.247 0 0 0-.022-.199l-1.422-2.464a.253.253 0 0 0-.161-.119.254.254 0 0 0-.197.038ZM1.756 9.157a.25.25 0 0 0-.075.33l.447.775a.25.25 0 0 0 .325.1l1.598-.769-.83-1.436-1.465 1Z"></path></svg> </span> Trending repository </h2> <div class="px-3"> <div class="d-flex flex-justify-between flex-items-start flex-wrap gap-2 my-3"> <div class="d-flex flex-1"> <span style="margin-top:2px"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-repo color-fg-muted mr-2"> <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 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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> Discussions </a></li> </ul> </nav> <div class="color-bg-default rounded-bottom-2"> <div class="px-3 pt-3"> <p class="color-fg-muted mb-0" >A feature-rich command-line audio/video downloader</p> </div> <div class="d-flex flex-wrap border-bottom color-border-muted px-3 pt-2 pb-2"> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":84,"originating_url":"https://github.com/explore","user_id":null}}" data-hydro-click-hmac="6d5194259a0a2eb0377880018d8db333da29749a1f066109abd3de5ec938bfa3" title="Topic: python" href="/topics/python" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">python</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":21430,"originating_url":"https://github.com/explore","user_id":null}}" data-hydro-click-hmac="b8ae7863e38187d30023254fee8d154645d1c706617ad6ecb11924bc3f0efc5e" title="Topic: youtube-dl" href="/topics/youtube-dl" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">youtube-dl</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":24157,"originating_url":"https://github.com/explore","user_id":null}}" data-hydro-click-hmac="e979ec27fdbe0f97bf8cea74c8206dafe8f91d63f966fc88f858c78c5ed423ec" title="Topic: video-downloader" href="/topics/video-downloader" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">video-downloader</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":75085,"originating_url":"https://github.com/explore","user_id":null}}" data-hydro-click-hmac="ce88d15e253b43d4b997dcc6f44f25e9582e0867ccb25b45f2bb5031f14ba5e3" title="Topic: youtube-downloader" href="/topics/youtube-downloader" data-view-component="true" class="topic-tag topic-tag-link Link f6 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mb-2">youtube-dlc</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":1463347,"originating_url":"https://github.com/explore","user_id":null}}" data-hydro-click-hmac="e26ff72c7582bfb0882b771b78351613786f00898cb5282414675419f5dc1ba1" title="Topic: yt-dlp" href="/topics/yt-dlp" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">yt-dlp</a> </div> <div class="p-3"> <ul class="d-flex f6 list-style-none color-fg-muted"> <li class="mr-4"> Updated <relative-time datetime="2025-03-23T16:35:46Z" class="no-wrap">Mar 23, 2025</relative-time> </li> <li class="mr-4"> <span class="f6 my-1 ml-0"> <span class="repo-language-color" style="background-color: #3572A5"></span> <span itemprop="programmingLanguage">Python</span> </span> </li> </ul> </div> </div> </article> <article class="border rounded color-shadow-small color-bg-subtle my-4"> <h2 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data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"REPOSITORY_PULL_REQUESTS","click_visual_representation":"PULL_REQUESTS_TAB","actor_id":null,"record_id":730033775,"originating_url":"https://github.com/explore","user_id":null}}" data-hydro-click-hmac="2b6da2ee1a4acf58309b073c49402a2f9b2189c9471af07219076e05758e9cc9" data-turbo="false" data-view-component="true" class="tabnav-tab f6 px-2 py-1"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-git-pull-request color-fg-muted"> <path d="M1.5 3.25a2.25 2.25 0 1 1 3 2.122v5.256a2.251 2.251 0 1 1-1.5 0V5.372A2.25 2.25 0 0 1 1.5 3.25Zm5.677-.177L9.573.677A.25.25 0 0 1 10 .854V2.5h1A2.5 2.5 0 0 1 13.5 5v5.628a2.251 2.251 0 1 1-1.5 0V5a1 1 0 0 0-1-1h-1v1.646a.25.25 0 0 1-.427.177L7.177 3.427a.25.25 0 0 1 0-.354ZM3.75 2.5a.75.75 0 1 0 0 1.5.75.75 0 0 0 0-1.5Zm0 9.5a.75.75 0 1 0 0 1.5.75.75 0 0 0 0-1.5Zm8.25.75a.75.75 0 1 0 1.5 0 .75.75 0 0 0-1.5 0Z"></path> </svg> Pull requests </a></li> </ul> </nav> <div class="color-bg-default rounded-bottom-2"> <div class="px-3 pt-3"> <p class="color-fg-muted mb-0" >StarVector is a foundation model for SVG generation that transforms vectorization into a code generation task. Using a vision-language modeling architecture, StarVector processes both visual and textual inputs to produce high-quality SVG code with remarkable precision.</p> </div> <div class="d-flex flex-wrap border-bottom color-border-muted px-3 pt-2 pb-2"> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":123,"originating_url":"https://github.com/explore","user_id":null}}" data-hydro-click-hmac="60df28e9e4bb4b1279f5cccf266b009b45f93befdd9ae6a0327b513b3051ccc2" title="Topic: svg" href="/topics/svg" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">svg</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":384070,"originating_url":"https://github.com/explore","user_id":null}}" data-hydro-click-hmac="9b71ca664c3ec31f22c0fa0a0d19ef361cae8562b0e87f6e7eb185e041e7c178" title="Topic: vlm" href="/topics/vlm" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">vlm</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":1703574,"originating_url":"https://github.com/explore","user_id":null}}" data-hydro-click-hmac="46cc78cd3452e2d45ec06bb4ebb4d940c64c5d79df381015dad282c10eb8c4c4" title="Topic: llm" href="/topics/llm" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">llm</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":1997870,"originating_url":"https://github.com/explore","user_id":null}}" data-hydro-click-hmac="1695c325c6db580a3ad90aa4f7dcc1c9bda63e99bd5f8a203cebff9a3c24a504" title="Topic: multimodal-large-language-models" href="/topics/multimodal-large-language-models" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">multimodal-large-language-models</a> </div> <div class="p-3"> <ul class="d-flex f6 list-style-none color-fg-muted"> <li class="mr-4"> Updated <relative-time datetime="2025-03-20T15:44:00Z" class="no-wrap">Mar 20, 2025</relative-time> </li> <li class="mr-4"> <span class="f6 my-1 ml-0"> <span class="repo-language-color" style="background-color: #3572A5"></span> <span itemprop="programmingLanguage">Python</span> </span> </li> </ul> </div> </div> </article> <!--// Collection //--> <article class="border rounded color-shadow-small color-bg-default my-4"> <h2 class="f6 color-fg-muted px-3 mt-3" > <span class="tooltipped tooltipped-ne" aria-label="This recommendation was created by GitHub staff"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-mark-github mr-1 color-fg-default"> <path d="M8 0c4.42 0 8 3.58 8 8a8.013 8.013 0 0 1-5.45 7.59c-.4.08-.55-.17-.55-.38 0-.27.01-1.13.01-2.2 0-.75-.25-1.23-.54-1.48 1.78-.2 3.65-.88 3.65-3.95 0-.88-.31-1.59-.82-2.15.08-.2.36-1.02-.08-2.12 0 0-.67-.22-2.2.82-.64-.18-1.32-.27-2-.27-.68 0-1.36.09-2 .27-1.53-1.03-2.2-.82-2.2-.82-.44 1.1-.16 1.92-.08 2.12-.51.56-.82 1.28-.82 2.15 0 3.06 1.86 3.75 3.64 3.95-.23.2-.44.55-.51 1.07-.46.21-1.61.55-2.33-.66-.15-.24-.6-.83-1.23-.82-.67.01-.27.38.01.53.34.19.73.9.82 1.13.16.45.68 1.31 2.69.94 0 .67.01 1.3.01 1.49 0 .21-.15.45-.55.38A7.995 7.995 0 0 1 0 8c0-4.42 3.58-8 8-8Z"></path> </svg> </span> Collection recommended by GitHub </h2> <div class="text-center text-sm-left p-3"> <div class="d-sm-flex gutter-sm-condensed"> <div class="col-4 col-sm-3 mx-auto"> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"COLLECTION_CARD","click_target":"COLLECTION","click_visual_representation":"COLLECTION_IMAGE","actor_id":null,"record_id":33,"originating_url":"https://github.com/explore","user_id":null}}" data-hydro-click-hmac="6ee87fa733210f37fe2952c12b21170318a1a2d12e555319f19b79ed46d9d747" data-ga-click="Explore, go to collection, location:explore feed; text:Pixel Art Tools" href="/collections/pixel-art-tools" data-view-component="true" class="Link"><img src="https://raw.githubusercontent.com/github/explore/80688e429a7d4ef2fca1e82350fe8e3517d3494d/collections/pixel-art-tools/pixel-art-tools.png" alt="Pixel Art Tools" class="d-block width-full" ></a> </div> <div class="col-sm-9"> <h3 class="h3 lh-condensed mt-3 mt-sm-1 mb-2"> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"COLLECTION_CARD","click_target":"COLLECTION","click_visual_representation":"COLLECTION_TITLE","actor_id":null,"record_id":33,"originating_url":"https://github.com/explore","user_id":null}}" data-hydro-click-hmac="fc6c060633798ac9d1f5c17fb5a0b2e66ec448a3d9d7067c391e692506de1a63" data-ga-click="Explore, go to collection, location:explore feed; text:Pixel Art Tools" href="/collections/pixel-art-tools" data-view-component="true" class="Link">Pixel Art Tools</a> </h3> <p class="color-fg-muted"> Creating pixel art for fun or animated sprites for a game? The digital artist in you will love these apps and tools! </p> <p> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"COLLECTION_CARD","click_target":"COLLECTION","click_visual_representation":"SEE_ALL_COLLECTION_ITEMS","actor_id":null,"record_id":33,"originating_url":"https://github.com/explore","user_id":null}}" data-hydro-click-hmac="c19e50de0be84319bbc19ea876c4291065db469611719ba0fcfe6d1e64968185" data-ga-click="Explore, go to collection, location:explore feed; text:Pixel Art Tools" href="/collections/pixel-art-tools" data-view-component="true" class="Link">See the 15 items in this collection <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-chevron-right ml-1"> <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> </p> </div> </div> </div> </article> <!--// Marketplace Listing //--> <article class="border rounded color-shadow-small color-bg-default my-4"> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"MARKETPLACE_APP_CARD","click_target":"MARKETPLACE_APP","click_visual_representation":"MARKETPLACE_APP_IMAGE","actor_id":null,"record_id":251,"originating_url":"https://github.com/explore","user_id":null}}" data-hydro-click-hmac="19aa7a31dd8b3bcbe455aeacb9a2fbe10d9591125c8b8f27adcd26f960006fb2" data-ga-click="Explore, go to marketplace app, location:explore feed" href="/marketplace/snyk" data-view-component="true" class="Link border-bottom d-block"><img src="https://marketplace-screenshots.githubusercontent.com/251/7c7b0980-7ed3-467c-beea-603958469477" loading="lazy" alt="Snyk screenshot" class="d-block width-fit mx-auto"></a> <div class="p-3"> <h2 class="f6 color-fg-muted mb-3" > <span> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-mark-github mr-1 color-fg-default"> <path d="M8 0c4.42 0 8 3.58 8 8a8.013 8.013 0 0 1-5.45 7.59c-.4.08-.55-.17-.55-.38 0-.27.01-1.13.01-2.2 0-.75-.25-1.23-.54-1.48 1.78-.2 3.65-.88 3.65-3.95 0-.88-.31-1.59-.82-2.15.08-.2.36-1.02-.08-2.12 0 0-.67-.22-2.2.82-.64-.18-1.32-.27-2-.27-.68 0-1.36.09-2 .27-1.53-1.03-2.2-.82-2.2-.82-.44 1.1-.16 1.92-.08 2.12-.51.56-.82 1.28-.82 2.15 0 3.06 1.86 3.75 3.64 3.95-.23.2-.44.55-.51 1.07-.46.21-1.61.55-2.33-.66-.15-.24-.6-.83-1.23-.82-.67.01-.27.38.01.53.34.19.73.9.82 1.13.16.45.68 1.31 2.69.94 0 .67.01 1.3.01 1.49 0 .21-.15.45-.55.38A7.995 7.995 0 0 1 0 8c0-4.42 3.58-8 8-8Z"></path> </svg> This recommendation was created by GitHub staff </span> </h2> <div class="d-flex"> <div class="mr-4 ml-2"> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"MARKETPLACE_APP_CARD","click_target":"MARKETPLACE_APP","click_visual_representation":"MARKETPLACE_APP_ICON","actor_id":null,"record_id":251,"originating_url":"https://github.com/explore","user_id":null}}" data-hydro-click-hmac="5030e47b6b8c72ce65d103f17f85e1cbb53db84792aed56d9cedb819e9a4e0b8" data-ga-click="Explore, go to marketplace app, location:explore feed" style="background-color: #222048;" href="/marketplace/snyk" data-view-component="true" class="CircleBadge CircleBadge--small Link"><img src="https://avatars.githubusercontent.com/ml/251?s=400&v=4" alt="Snyk" class="CircleBadge-icon" ></a> </div> <div class="flex-auto wb-break-word"> <h3 class="f2-light color-fg-default mt-1 mb-2"> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"MARKETPLACE_APP_CARD","click_target":"MARKETPLACE_APP","click_visual_representation":"MARKETPLACE_APP_TITLE","actor_id":null,"record_id":251,"originating_url":"https://github.com/explore","user_id":null}}" data-hydro-click-hmac="b9d691d6504d3006bc051d8769eb904a541c561d27e720fff51f3f416eca8031" data-ga-click="Explore, go to marketplace app, location:explore feed; text:Snyk" href="/marketplace/snyk" data-view-component="true" class="Link">Snyk</a> </h3> <div class="markdown-body f5 color-fg-muted mb-2"> <p>Snyk helps you develop fast while staying secure by finding and automatically fixing security issues in your code, open source dependencies, containers, and infrastructure as code - all powered by Snyk’s security intelligence.</p> </div> </div> </div> </div> </article> <!--// Repositories //--> <article class="border rounded color-shadow-small color-bg-subtle my-4"> <h2 class="f6 color-fg-muted px-3 mt-3" > <span class="tooltipped tooltipped-ne" aria-label="This recommendation was generated by GitHub computers"> <svg height="14" class="octicon octicon-telescope mr-1" fill="#24292e" viewBox="0 0 16 16" version="1.1" width="14" aria-hidden="true"><path d="M14.184 1.143v-.001l1.422 2.464a1.75 1.75 0 0 1-.757 2.451L3.104 11.713a1.75 1.75 0 0 1-2.275-.702l-.447-.775a1.75 1.75 0 0 1 .53-2.32L11.682.573a1.748 1.748 0 0 1 2.502.57Zm-4.709 9.32h-.001l2.644 3.863a.75.75 0 1 1-1.238.848l-1.881-2.75v2.826a.75.75 0 0 1-1.5 0v-2.826l-1.881 2.75a.75.75 0 1 1-1.238-.848l2.049-2.992a.746.746 0 0 1 .293-.253l1.809-.87a.749.749 0 0 1 .944.252ZM9.436 3.92h-.001l-4.97 3.39.942 1.63 5.42-2.61Zm3.091-2.108h.001l-1.85 1.26 1.505 2.605 2.016-.97a.247.247 0 0 0 .13-.151.247.247 0 0 0-.022-.199l-1.422-2.464a.253.253 0 0 0-.161-.119.254.254 0 0 0-.197.038ZM1.756 9.157a.25.25 0 0 0-.075.33l.447.775a.25.25 0 0 0 .325.1l1.598-.769-.83-1.436-1.465 1Z"></path></svg> </span> Trending repository </h2> <div class="px-3"> <div class="d-flex flex-justify-between flex-items-start flex-wrap gap-2 my-3"> <div class="d-flex flex-1"> <span style="margin-top:2px"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-repo color-fg-muted mr-2"> <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> </span> <h3 class="f3 color-fg-muted text-normal lh-condensed" > <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"OWNER","click_visual_representation":"REPOSITORY_OWNER_HEADING","actor_id":null,"record_id":50780822,"originating_url":"https://github.com/explore","user_id":null}}" data-hydro-click-hmac="ca58e86f567cd444c7b7f813debb8f59e8ae0419033ded6c1b86eafab4874b40" data-turbo="false" href="/Flowseal" data-view-component="true" class="Link">Flowseal</a> / <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"REPOSITORY","click_visual_representation":"REPOSITORY_NAME_HEADING","actor_id":null,"record_id":869741127,"originating_url":"https://github.com/explore","user_id":null}}" data-hydro-click-hmac="52ec73395310029842245259b0d93b5a79e8c536ec65b47c130a576120112b46" data-turbo="false" href="/Flowseal/zapret-discord-youtube" data-view-component="true" class="Link text-bold wb-break-word">zapret-discord-youtube</a> </h3> </div> <div 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href="/mongodb-developer/GenAI-Showcase/pulls" data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"REPOSITORY_PULL_REQUESTS","click_visual_representation":"PULL_REQUESTS_TAB","actor_id":null,"record_id":750371625,"originating_url":"https://github.com/explore","user_id":null}}" data-hydro-click-hmac="164b19bd35e63683cfa40f71e6abad6439c7a2aab01e7078142a4406532d8eb9" data-turbo="false" data-view-component="true" class="tabnav-tab f6 px-2 py-1"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-git-pull-request color-fg-muted"> <path d="M1.5 3.25a2.25 2.25 0 1 1 3 2.122v5.256a2.251 2.251 0 1 1-1.5 0V5.372A2.25 2.25 0 0 1 1.5 3.25Zm5.677-.177L9.573.677A.25.25 0 0 1 10 .854V2.5h1A2.5 2.5 0 0 1 13.5 5v5.628a2.251 2.251 0 1 1-1.5 0V5a1 1 0 0 0-1-1h-1v1.646a.25.25 0 0 1-.427.177L7.177 3.427a.25.25 0 0 1 0-.354ZM3.75 2.5a.75.75 0 1 0 0 1.5.75.75 0 0 0 0-1.5Zm0 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2.016-.97a.247.247 0 0 0 .13-.151.247.247 0 0 0-.022-.199l-1.422-2.464a.253.253 0 0 0-.161-.119.254.254 0 0 0-.197.038ZM1.756 9.157a.25.25 0 0 0-.075.33l.447.775a.25.25 0 0 0 .325.1l1.598-.769-.83-1.436-1.465 1Z"></path></svg> </span> Trending repository </h2> <div class="px-3"> <div class="d-flex flex-justify-between flex-items-start flex-wrap gap-2 my-3"> <div class="d-flex flex-1"> <span style="margin-top:2px"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-repo color-fg-muted mr-2"> <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> </span> <h3 class="f3 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data-hydro-click-hmac="65ae9d0ce45e7cc69f4381fb0f31b4dd31348777ae84e91fcb33bf007b8f9b2b" title="Topic: rss" href="/topics/rss" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">rss</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":9116,"originating_url":"https://github.com/explore","user_id":null}}" data-hydro-click-hmac="cc5abfdc54c8e9112581ec0f006af15a4bd509252c67b8e68b23fa5325fdc04b" title="Topic: ai" href="/topics/ai" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">ai</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":13680,"originating_url":"https://github.com/explore","user_id":null}}" 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border-bottom color-border-muted px-3 pt-2 pb-2"> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":404720,"originating_url":"https://github.com/explore","user_id":null}}" data-hydro-click-hmac="969b4c6697ea0eb52eb8421aa69be21726d61c3d41a8a5919ab7f70c5b5fb248" title="Topic: ai-agents" href="/topics/ai-agents" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">ai-agents</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":501694,"originating_url":"https://github.com/explore","user_id":null}}" data-hydro-click-hmac="30b17d9245a81b233dcf79fa41190f6c33b378002be818fd104a42a70d19d9b1" title="Topic: autogen" href="/topics/autogen" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">autogen</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":1830326,"originating_url":"https://github.com/explore","user_id":null}}" data-hydro-click-hmac="9d2cc4c26079a4b1ba1246c8c546d23cf46fbfc3f057a2ebe38c0dd6bdaeb249" title="Topic: generative-ai" href="/topics/generative-ai" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">generative-ai</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":1936378,"originating_url":"https://github.com/explore","user_id":null}}" data-hydro-click-hmac="73d9fe15fe68d28e14f8b36503b00984ee2ac9bc28cd49a6514575b14736c2d9" title="Topic: semantic-kernel" href="/topics/semantic-kernel" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">semantic-kernel</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":2498185,"originating_url":"https://github.com/explore","user_id":null}}" data-hydro-click-hmac="5ee8ac8c1a1850cbbc16fa5553d604002ef152413546eb8b2b0807529669349b" title="Topic: ai-agents-framework" href="/topics/ai-agents-framework" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">ai-agents-framework</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":2845545,"originating_url":"https://github.com/explore","user_id":null}}" data-hydro-click-hmac="418e9f914ee29870dbb3f384a06445d8acfc097a3eb16bf4912edda7b5db629c" title="Topic: agentic-framework" href="/topics/agentic-framework" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">agentic-framework</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":2890277,"originating_url":"https://github.com/explore","user_id":null}}" data-hydro-click-hmac="b0a4ef2c21fae9b1eb4f3b8237538d341c19a3e447a0e666a2faaad91b63d296" title="Topic: agentic-rag" href="/topics/agentic-rag" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">agentic-rag</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":2906276,"originating_url":"https://github.com/explore","user_id":null}}" data-hydro-click-hmac="30ed4b564098347d24e8b41e440bec57274b3dcf5bc6d48f91be94b8f0c4af1d" title="Topic: agentic-ai" href="/topics/agentic-ai" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">agentic-ai</a> </div> <div class="p-3"> <ul class="d-flex f6 list-style-none color-fg-muted"> <li class="mr-4"> Updated <relative-time datetime="2025-03-20T19:14:16Z" class="no-wrap">Mar 20, 2025</relative-time> </li> <li class="mr-4"> <span class="f6 my-1 ml-0"> <span class="repo-language-color" style="background-color: #DA5B0B"></span> <span itemprop="programmingLanguage">Jupyter Notebook</span> </span> </li> </ul> </div> </div> </article> <!--// Marketplace Listing //--> <article class="border rounded color-shadow-small color-bg-default my-4"> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"MARKETPLACE_APP_CARD","click_target":"MARKETPLACE_APP","click_visual_representation":"MARKETPLACE_APP_IMAGE","actor_id":null,"record_id":4531,"originating_url":"https://github.com/explore","user_id":null}}" data-hydro-click-hmac="61155fe4abdffd112f322fbfd817b006a455e3eaf80f298a167eeeeed26e1e6d" data-ga-click="Explore, go to marketplace app, location:explore feed" href="/marketplace/honeybadger-io" data-view-component="true" class="Link border-bottom d-block"><img src="https://marketplace-screenshots.githubusercontent.com/4531/f6ed2d80-3875-11eb-9dff-7b076b79a52b" loading="lazy" alt="" class="d-block width-fit mx-auto"></a> <div class="p-3"> <h2 class="f6 color-fg-muted mb-3" > <span> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-mark-github mr-1 color-fg-default"> <path d="M8 0c4.42 0 8 3.58 8 8a8.013 8.013 0 0 1-5.45 7.59c-.4.08-.55-.17-.55-.38 0-.27.01-1.13.01-2.2 0-.75-.25-1.23-.54-1.48 1.78-.2 3.65-.88 3.65-3.95 0-.88-.31-1.59-.82-2.15.08-.2.36-1.02-.08-2.12 0 0-.67-.22-2.2.82-.64-.18-1.32-.27-2-.27-.68 0-1.36.09-2 .27-1.53-1.03-2.2-.82-2.2-.82-.44 1.1-.16 1.92-.08 2.12-.51.56-.82 1.28-.82 2.15 0 3.06 1.86 3.75 3.64 3.95-.23.2-.44.55-.51 1.07-.46.21-1.61.55-2.33-.66-.15-.24-.6-.83-1.23-.82-.67.01-.27.38.01.53.34.19.73.9.82 1.13.16.45.68 1.31 2.69.94 0 .67.01 1.3.01 1.49 0 .21-.15.45-.55.38A7.995 7.995 0 0 1 0 8c0-4.42 3.58-8 8-8Z"></path> </svg> This recommendation was created by GitHub staff </span> </h2> <div class="d-flex"> <div class="mr-4 ml-2"> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"MARKETPLACE_APP_CARD","click_target":"MARKETPLACE_APP","click_visual_representation":"MARKETPLACE_APP_ICON","actor_id":null,"record_id":4531,"originating_url":"https://github.com/explore","user_id":null}}" data-hydro-click-hmac="cf00c21db636bfd2a80349f834eb497602e4180537d036193f60ac649163ef97" data-ga-click="Explore, go to marketplace app, location:explore feed" style="background-color: #ffffff;" href="/marketplace/honeybadger-io" data-view-component="true" class="CircleBadge CircleBadge--small Link"><img src="https://avatars.githubusercontent.com/ml/4531?s=400&v=4" alt="Honeybadger.io" class="CircleBadge-icon" ></a> </div> <div class="flex-auto wb-break-word"> <h3 class="f2-light color-fg-default mt-1 mb-2"> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"MARKETPLACE_APP_CARD","click_target":"MARKETPLACE_APP","click_visual_representation":"MARKETPLACE_APP_TITLE","actor_id":null,"record_id":4531,"originating_url":"https://github.com/explore","user_id":null}}" data-hydro-click-hmac="58920df485dd74a6ffe019d8262255d6e7533c727ec875a576f150571d754970" data-ga-click="Explore, go to marketplace app, location:explore feed; text:Honeybadger.io" href="/marketplace/honeybadger-io" data-view-component="true" class="Link">Honeybadger.io</a> </h3> <div class="markdown-body f5 color-fg-muted mb-2"> <p>Honeybadger provides zero-instrumentation, 360 degree coverage of errors, outages and service degradation, so you can deploy with confidence and be your team's devops hero.</p> </div> </div> </div> </div> </article> </div> <!--// Octoverse //--> <div class="col-md-4 col-lg-3 py-4"> <!--// Trending developers //--> <div class="Box color-shadow-small mb-4"> <div class="Box-header d-flex"> <span class="color-fg-muted tooltipped tooltipped-ne mr-2" aria-label="These results are generated by GitHub computers"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-telescope"> <path d="M14.184 1.143v-.001l1.422 2.464a1.75 1.75 0 0 1-.757 2.451L3.104 11.713a1.75 1.75 0 0 1-2.275-.702l-.447-.775a1.75 1.75 0 0 1 .53-2.32L11.682.573a1.748 1.748 0 0 1 2.502.57Zm-4.709 9.32h-.001l2.644 3.863a.75.75 0 1 1-1.238.848l-1.881-2.75v2.826a.75.75 0 0 1-1.5 0v-2.826l-1.881 2.75a.75.75 0 1 1-1.238-.848l2.049-2.992a.746.746 0 0 1 .293-.253l1.809-.87a.749.749 0 0 1 .944.252ZM9.436 3.92h-.001l-4.97 3.39.942 1.63 5.42-2.61Zm3.091-2.108h.001l-1.85 1.26 1.505 2.605 2.016-.97a.247.247 0 0 0 .13-.151.247.247 0 0 0-.022-.199l-1.422-2.464a.253.253 0 0 0-.161-.119.254.254 0 0 0-.197.038ZM1.756 9.157a.25.25 0 0 0-.075.33l.447.775a.25.25 0 0 0 .325.1l1.598-.769-.83-1.436-1.465 1Z"></path> </svg> </span> <h3 class="Box-title"> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"TRENDING_CARD","click_target":"TRENDING_DEVELOPERS","click_visual_representation":"TRENDING_DEVELOPERS_HEADING","actor_id":null,"record_id":null,"originating_url":"https://github.com/explore","user_id":null}}" data-hydro-click-hmac="3c574bb05036ee222517d1c7873b227d399a053ab10f441b74102a0d5167811c" data-ga-click="Explore, go to Trending Developers, location:trending box" href="/trending/developers" data-view-component="true" class="Link color-fg-default">Trending developers</a> </h3> </div> <div> <article class="Box-row"> <div class="d-flex gutter-condensed"> <div class="col-3"> <img class="avatar avatar-user" style="height: auto" src="https://avatars.githubusercontent.com/u/15797831?s=100&v=4" width="100%" height="100%" alt="@mxsm" /> </div> <div class="col-9"> <h4 class="f4 text-bold lh-condensed mb-2"> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"TRENDING_CARD","click_target":"OWNER","click_visual_representation":"TRENDING_DEVELOPER","actor_id":null,"record_id":15797831,"originating_url":"https://github.com/explore","user_id":null}}" data-hydro-click-hmac="93231c606f331a0ac46a115c32d1a1e00607f634e0a337a1311605f7daf099c2" data-ga-click="Explore, go to user, location:trending developers box" href="/mxsm" data-view-component="true" class="Link">mxsm</a> <span class="d-block text-normal color-fg-muted" >mxsm</span> </h4> <p class="f6 mb-0"> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"TRENDING_CARD","click_target":"REPOSITORY","click_visual_representation":"TRENDING_DEVELOPER_POPULAR_REPOSITORY","actor_id":null,"record_id":731068194,"originating_url":"https://github.com/explore","user_id":null}}" data-hydro-click-hmac="436e484849b6e7830ac724e889b4658cd06584c224612757c5d0b8ba5565b1d6" data-ga-click="Explore, go to user, location:trending developers box" href="/mxsm/rocketmq-rust" data-view-component="true" class="Link color-fg-muted"><svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-repo color-fg-muted v-align-middle mr-1"> <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> rocketmq-rust</a> </p> </div> </div> </article> <article class="Box-row"> <div class="d-flex gutter-condensed"> <div class="col-3"> <img class="avatar avatar-user" style="height: auto" src="https://avatars.githubusercontent.com/u/65165915?s=100&v=4" width="100%" height="100%" alt="@EricLBuehler" /> </div> <div class="col-9"> <h4 class="f4 text-bold lh-condensed mb-2"> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"TRENDING_CARD","click_target":"OWNER","click_visual_representation":"TRENDING_DEVELOPER","actor_id":null,"record_id":65165915,"originating_url":"https://github.com/explore","user_id":null}}" data-hydro-click-hmac="20df76d503093beabec4fc61b092b6bc5165912d4fa38c3d2fc95d669b5b81fd" data-ga-click="Explore, go to user, location:trending developers box" href="/EricLBuehler" data-view-component="true" class="Link">Eric Buehler</a> <span class="d-block text-normal color-fg-muted" >EricLBuehler</span> </h4> <p class="f6 mb-0"> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"TRENDING_CARD","click_target":"REPOSITORY","click_visual_representation":"TRENDING_DEVELOPER_POPULAR_REPOSITORY","actor_id":null,"record_id":763774926,"originating_url":"https://github.com/explore","user_id":null}}" data-hydro-click-hmac="2c1d9b0cf2dc1e15ad53686b5a8dd509a20343568ba89aa5340e9da32bae5a65" data-ga-click="Explore, go to user, location:trending developers box" href="/EricLBuehler/mistral.rs" data-view-component="true" class="Link color-fg-muted"><svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-repo color-fg-muted v-align-middle mr-1"> <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> mistral.rs</a> </p> </div> </div> </article> <article class="Box-row"> <div class="d-flex gutter-condensed"> <div class="col-3"> <img class="avatar avatar-user" style="height: auto" src="https://avatars.githubusercontent.com/u/17523360?s=100&v=4" width="100%" height="100%" alt="@sxyazi" /> </div> <div class="col-9"> <h4 class="f4 text-bold lh-condensed mb-2"> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"TRENDING_CARD","click_target":"OWNER","click_visual_representation":"TRENDING_DEVELOPER","actor_id":null,"record_id":17523360,"originating_url":"https://github.com/explore","user_id":null}}" data-hydro-click-hmac="8f90d85827e59fbc36cdadc36a77fba3eb0888f28dd45f1912b26176bf4eb059" data-ga-click="Explore, go to user, location:trending developers box" href="/sxyazi" data-view-component="true" class="Link">三咲雅 · Misaki Masa</a> <span class="d-block text-normal color-fg-muted" >sxyazi</span> </h4> <p class="f6 mb-0"> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"TRENDING_CARD","click_target":"REPOSITORY","click_visual_representation":"TRENDING_DEVELOPER_POPULAR_REPOSITORY","actor_id":null,"record_id":663900193,"originating_url":"https://github.com/explore","user_id":null}}" data-hydro-click-hmac="3312b9c09270cd5fd21aaf7f8534fdc7399e071a8738ddfee47d2e633cac43c3" data-ga-click="Explore, go to user, location:trending developers box" href="/sxyazi/yazi" data-view-component="true" class="Link color-fg-muted"><svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-repo color-fg-muted v-align-middle mr-1"> <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> yazi</a> </p> </div> </div> </article> <article class="Box-row"> <div class="d-flex gutter-condensed"> <div class="col-3"> <img class="avatar avatar-user" style="height: auto" src="https://avatars.githubusercontent.com/u/6942?s=100&v=4" width="100%" height="100%" alt="@twpayne" /> </div> <div class="col-9"> <h4 class="f4 text-bold lh-condensed mb-2"> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"TRENDING_CARD","click_target":"OWNER","click_visual_representation":"TRENDING_DEVELOPER","actor_id":null,"record_id":6942,"originating_url":"https://github.com/explore","user_id":null}}" data-hydro-click-hmac="3cd1975910cf792ec399ee02ae9ed55e6ec224f48d674c1c7d704d5f60c52dbb" data-ga-click="Explore, go to user, location:trending developers box" href="/twpayne" data-view-component="true" class="Link">Tom Payne</a> <span class="d-block text-normal color-fg-muted" >twpayne</span> </h4> <p class="f6 mb-0"> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"TRENDING_CARD","click_target":"REPOSITORY","click_visual_representation":"TRENDING_DEVELOPER_POPULAR_REPOSITORY","actor_id":null,"record_id":157245200,"originating_url":"https://github.com/explore","user_id":null}}" data-hydro-click-hmac="9651ab3b78dd08f3cb71040679645a0f076605dd4d3990c69a76ae406acdf7f0" data-ga-click="Explore, go to user, location:trending developers box" href="/twpayne/chezmoi" data-view-component="true" class="Link color-fg-muted"><svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-repo color-fg-muted v-align-middle mr-1"> <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 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