vector-search · GitHub Topics

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top-0"> <div class="HeaderMenu-wrapper d-flex flex-column flex-self-start flex-lg-row flex-auto rounded rounded-lg-0"> <nav class="HeaderMenu-nav" aria-label="Global"> <ul class="d-lg-flex list-style-none"> <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"> Product <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 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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" 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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 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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"> 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<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 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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 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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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data-view-component="true" class="octicon octicon-alert-fill"> <path d="M4.855.708c.5-.896 1.79-.896 2.29 0l4.675 8.351a1.312 1.312 0 0 1-1.146 1.954H1.33A1.313 1.313 0 0 1 .183 9.058ZM7 7V3H5v4Zm-1 3a1 1 0 1 0 0-2 1 1 0 0 0 0 2Z"></path> </svg> </span> <span></span> </div> </div> <div data-target="query-builder.screenReaderFeedback" aria-live="polite" aria-atomic="true" class="sr-only"></div> </query-builder></form> <div class="d-flex flex-row color-fg-muted px-3 text-small color-bg-default search-feedback-prompt"> <a target="_blank" href="https://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax" data-view-component="true" class="Link color-fg-accent text-normal ml-2">Search syntax tips</a> <div class="d-flex flex-1"></div> </div> </div> </div> </div> </modal-dialog></div> </div> <div data-action="click:qbsearch-input#retract" class="dark-backdrop position-fixed" hidden data-target="qbsearch-input.darkBackdrop"></div> <div 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3.72a.75.75 0 0 1 1.06 0L8 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="feedback-dialog-title"> <div data-view-component="true" class="Overlay-body"> </option></form><form id="code-search-feedback-form" data-turbo="false" action="/search/feedback" accept-charset="UTF-8" method="post"><input type="hidden" data-csrf="true" name="authenticity_token" value="Rtxutmj+P5GdqUfQZvyXqZPp4lFEGqTymyfzfsuLt/jJXud+SmASspjJjCP1dSC/Yoxn03I9DTJXetA+gC4mqQ==" /> <p>We read every piece of feedback, and take your input very seriously.</p> <textarea name="feedback" class="form-control width-full mb-2" style="height: 120px" 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" aria-modal="true" aria-labelledby="custom-scopes-dialog-title" aria-describedby="custom-scopes-dialog-description" 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<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="92yDhhuKSVQQVOF5h4ERAbXwFcbE7SZuxNG6zB9wual0BNugKPdQIF6ycoNjSogL+SnN7ow159dm54kQwgnoDA==" /> </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" 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class="HeaderMenu-link HeaderMenu-link--sign-in HeaderMenu-button flex-shrink-0 no-underline d-none d-lg-inline-flex border border-lg-0 rounded rounded-lg-0 px-2 py-1" style="margin-left: 12px;" data-hydro-click="{"event_type":"authentication.click","payload":{"location_in_page":"site header menu","repository_id":null,"auth_type":"SIGN_UP","originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="a25b55bf3ae256c8b3ffd914553b21188bf49962ebb5c4b520a6a72fce94f678" data-analytics-event="{"category":"Marketing nav","action":"click to go to homepage","label":"ref_page:Marketing;ref_cta:Sign in;ref_loc:Header"}" > Sign in </a> </div> <a href="/signup?ref_cta=Sign+up&ref_loc=header+logged+out&ref_page=%2Ftopics%2Fvector-search&source=header" class="HeaderMenu-link HeaderMenu-link--sign-up HeaderMenu-button flex-shrink-0 d-flex d-lg-inline-flex no-underline border color-border-default rounded px-2 py-1" data-hydro-click="{"event_type":"authentication.click","payload":{"location_in_page":"site header menu","repository_id":null,"auth_type":"SIGN_UP","originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="a25b55bf3ae256c8b3ffd914553b21188bf49962ebb5c4b520a6a72fce94f678" data-analytics-event="{"category":"Sign up","action":"click to sign up for account","label":"ref_page:/topics/vector-search;ref_cta:Sign up;ref_loc:header logged out"}" > Sign up </a> <button type="button" class="sr-only js-header-menu-focus-trap d-block d-lg-none">Reseting focus</button> </div> </div> </div> </div> </header> <div hidden="hidden" data-view-component="true" class="js-stale-session-flash stale-session-flash flash flash-warn flash-full"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-alert"> <path d="M6.457 1.047c.659-1.234 2.427-1.234 3.086 0l6.082 11.378A1.75 1.75 0 0 1 14.082 15H1.918a1.75 1.75 0 0 1-1.543-2.575Zm1.763.707a.25.25 0 0 0-.44 0L1.698 13.132a.25.25 0 0 0 .22.368h12.164a.25.25 0 0 0 .22-.368Zm.53 3.996v2.5a.75.75 0 0 1-1.5 0v-2.5a.75.75 0 0 1 1.5 0ZM9 11a1 1 0 1 1-2 0 1 1 0 0 1 2 0Z"></path> </svg> <span class="js-stale-session-flash-signed-in" hidden>You signed in with another tab or window. <a class="Link--inTextBlock" href="">Reload</a> to refresh your session.</span> <span class="js-stale-session-flash-signed-out" hidden>You signed out in another tab or window. <a class="Link--inTextBlock" href="">Reload</a> to refresh your session.</span> <span class="js-stale-session-flash-switched" hidden>You switched accounts on another tab or window. <a class="Link--inTextBlock" href="">Reload</a> to refresh your session.</span> <button id="icon-button-47e9476e-59ba-4146-9cf1-821e88999c52" aria-labelledby="tooltip-a1ea1743-4bf6-42cd-b48e-9e9f4a90367f" type="button" data-view-component="true" class="Button Button--iconOnly Button--invisible 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autofocus class="flash-close js-flash-close" type="button" aria-label="Dismiss this message"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-x"> <path d="M3.72 3.72a.75.75 0 0 1 1.06 0L8 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 aria-atomic="true" role="alert" class="js-flash-alert"> <div>{{ message }}</div> </div> </div> </div> </template> </div> <div class="application-main " data-commit-hovercards-enabled data-discussion-hovercards-enabled data-issue-and-pr-hovercards-enabled data-project-hovercards-enabled > <main> <div class="site-subnav color-bg-default site-subnav-sticky js-sticky" > <nav class="container-lg mx-auto p-responsive" role="navigation" aria-label="Explore navigation"> <div class="d-flex flex-wrap flex-items-center flex-justify-center flex-md-justify-start text-center text-md-left"> <a class="js-selected-navigation-item d-inline-block subnav-primary f5 py-0 py-md-3 mt-2 mt-md-0 mr-0 mr-md-4 no-underline subnav-link" data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"NAVIGATION_BAR","click_target":"EXPLORE","click_visual_representation":"CLICK_VISUAL_REPRESENTATION_UNKNOWN","actor_id":null,"record_id":null,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="dac17cec3ec0ee7b1e12cd5dbc938173cad1336fb56646b141fb74d5db00510a" data-selected-links="/explore /explore/email /explore" href="/explore">Explore</a> <a class="js-selected-navigation-item selected d-inline-block py-2 py-md-3 mr-3 mr-md-4 no-underline subnav-link" data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"NAVIGATION_BAR","click_target":"TOPICS","click_visual_representation":"CLICK_VISUAL_REPRESENTATION_UNKNOWN","actor_id":null,"record_id":null,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="ac2e67d421df42749546975db01c8ffc4bce02df76be0c0a7ac23a7eba17e264" aria-current="page" data-selected-links="topics_path /topics/vector-search /topics" href="/topics">Topics</a> <a class="js-selected-navigation-item d-inline-block py-2 py-md-3 mr-3 mr-md-4 no-underline subnav-link" data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"NAVIGATION_BAR","click_target":"TRENDING","click_visual_representation":"CLICK_VISUAL_REPRESENTATION_UNKNOWN","actor_id":null,"record_id":null,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="a4e17e7447f358045d013ab41be4cbd6d97b9705c90b56d92f6bcbf9ec01c65c" data-selected-links="/trending /trending/developers /trending/developers /trending /trending" href="/trending">Trending</a> <a class="js-selected-navigation-item d-inline-block py-2 py-md-3 mr-3 mr-md-4 no-underline subnav-link" data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"NAVIGATION_BAR","click_target":"COLLECTIONS","click_visual_representation":"CLICK_VISUAL_REPRESENTATION_UNKNOWN","actor_id":null,"record_id":null,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="9b607cb6b0ac2d6dc93025c41f45806b36894621bc48248210f1695b3894c3d6" data-selected-links="collections_path /collections/ /collections" href="/collections">Collections</a> <a class="js-selected-navigation-item d-inline-block py-2 py-md-3 mr-3 mr-md-4 no-underline subnav-link" data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"NAVIGATION_BAR","click_target":"EVENTS","click_visual_representation":"CLICK_VISUAL_REPRESENTATION_UNKNOWN","actor_id":null,"record_id":null,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="8c590f6c3d7590ae19da0eeeea1e3ba7cf2a1c85e159a3baad004014f7c84fc9" data-selected-links="events_path /events?id= /events" href="/events">Events</a> <a class="js-selected-navigation-item d-inline-block py-2 py-md-3 mr-3 mr-md-4 no-underline subnav-link" data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"NAVIGATION_BAR","click_target":"GITHUB_SPONSORS","click_visual_representation":"CLICK_VISUAL_REPRESENTATION_UNKNOWN","actor_id":null,"record_id":null,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="6fe12d8314716e89696995de621eae533da07d8617ea9beec06e290943995040" data-selected-links="sponsors_explore_index_path /sponsors/explore /sponsors/explore" href="/sponsors/explore">GitHub Sponsors</a> </div> </nav> </div> <div> <div class="container-lg p-responsive py-5"> <div class="gutter-md"> <div class="col-lg-9 col-md-8 d-flex flex-items-center mb-3 mb-sm-0"> <div class="d-flex flex-1"> <div class="border color-border-subtle color-bg-accent f4 color-fg-muted text-bold rounded flex-shrink-0 text-center mr-3" style="width: 48px; height: 48; line-height: 48px;" > # </div> <h1 class="h1"> vector-search </h1> </div> <topic-feeds-toast-trigger data-topic-display-name="vector-search" data-topic-name="vector-search">   <div data-view-component="true" class="d-inline-block"> <a href="/login?return_to=%2Ftopic.vector-search" rel="nofollow" data-hydro-click="{"event_type":"authentication.click","payload":{"location_in_page":"star button","repository_id":null,"auth_type":"LOG_IN","originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="43469633233f63623298f461de0a7daed91b186916d8720f3e3cdf1f07e51290" aria-label="You must be signed in to star a repository" data-view-component="true" class="tooltipped tooltipped-sw btn-sm btn"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-star v-align-text-bottom d-inline-block mr-2"> <path d="M8 .25a.75.75 0 0 1 .673.418l1.882 3.815 4.21.612a.75.75 0 0 1 .416 1.279l-3.046 2.97.719 4.192a.751.751 0 0 1-1.088.791L8 12.347l-3.766 1.98a.75.75 0 0 1-1.088-.79l.72-4.194L.818 6.374a.75.75 0 0 1 .416-1.28l4.21-.611L7.327.668A.75.75 0 0 1 8 .25Zm0 2.445L6.615 5.5a.75.75 0 0 1-.564.41l-3.097.45 2.24 2.184a.75.75 0 0 1 .216.664l-.528 3.084 2.769-1.456a.75.75 0 0 1 .698 0l2.77 1.456-.53-3.084a.75.75 0 0 1 .216-.664l2.24-2.183-3.096-.45a.75.75 0 0 1-.564-.41L8 2.694Z"></path> </svg><span data-view-component="true" class="d-inline"> Star </span> </a></div> </topic-feeds-toast-trigger> </div> </div> </div> <div class="topic p-responsive container-lg"> <div class="d-md-flex gutter-md"> <div class="col-md-8 col-lg-9" data-hpc> <h2 class="h3 color-fg-muted"> Here are 444 public repositories matching this topic... </h2> <div class="d-sm-flex"> <details class="details-reset details-overlay mt-2 mr-3 select-menu"> <summary data-view-component="true" class="select-menu-button btn-sm btn"> <i>Language:</i> <span data-menu-button>All</span> </summary> <details-menu class="select-menu-modal position-absolute" style="z-index: 99;"> <div class="select-menu-header"> <span class="select-menu-title">Filter by language</span> </div> <div class="select-menu-list"> <a class="select-menu-item" role="menuitemradio" href="https://github.com/topics/vector-search" aria-checked="true"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-check select-menu-item-icon"> <path d="M13.78 4.22a.75.75 0 0 1 0 1.06l-7.25 7.25a.75.75 0 0 1-1.06 0L2.22 9.28a.751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018L6 10.94l6.72-6.72a.75.75 0 0 1 1.06 0Z"></path> </svg> <span class="select-menu-item-text d-flex flex-justify-between" data-menu-button-text> All <span>444</span> </span> </a> <a class="select-menu-item" role="menuitemradio" href="https://github.com/topics/vector-search?l=python" aria-checked="false"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-check select-menu-item-icon"> <path d="M13.78 4.22a.75.75 0 0 1 0 1.06l-7.25 7.25a.75.75 0 0 1-1.06 0L2.22 9.28a.751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018L6 10.94l6.72-6.72a.75.75 0 0 1 1.06 0Z"></path> </svg> <span class="select-menu-item-text d-flex flex-justify-between" data-menu-button-text> Python <span>153</span> </span> </a> <a class="select-menu-item" role="menuitemradio" href="https://github.com/topics/vector-search?l=jupyter+notebook" aria-checked="false"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-check select-menu-item-icon"> <path d="M13.78 4.22a.75.75 0 0 1 0 1.06l-7.25 7.25a.75.75 0 0 1-1.06 0L2.22 9.28a.751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018L6 10.94l6.72-6.72a.75.75 0 0 1 1.06 0Z"></path> </svg> <span class="select-menu-item-text d-flex flex-justify-between" data-menu-button-text> Jupyter Notebook <span>58</span> </span> </a> <a class="select-menu-item" role="menuitemradio" href="https://github.com/topics/vector-search?l=typescript" aria-checked="false"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-check select-menu-item-icon"> <path d="M13.78 4.22a.75.75 0 0 1 0 1.06l-7.25 7.25a.75.75 0 0 1-1.06 0L2.22 9.28a.751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018L6 10.94l6.72-6.72a.75.75 0 0 1 1.06 0Z"></path> </svg> <span class="select-menu-item-text d-flex flex-justify-between" data-menu-button-text> TypeScript <span>47</span> </span> </a> <a class="select-menu-item" role="menuitemradio" href="https://github.com/topics/vector-search?l=javascript" aria-checked="false"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-check select-menu-item-icon"> <path d="M13.78 4.22a.75.75 0 0 1 0 1.06l-7.25 7.25a.75.75 0 0 1-1.06 0L2.22 9.28a.751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018L6 10.94l6.72-6.72a.75.75 0 0 1 1.06 0Z"></path> </svg> <span class="select-menu-item-text d-flex flex-justify-between" data-menu-button-text> JavaScript <span>30</span> </span> </a> <a class="select-menu-item" role="menuitemradio" href="https://github.com/topics/vector-search?l=c%2B%2B" aria-checked="false"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-check select-menu-item-icon"> <path d="M13.78 4.22a.75.75 0 0 1 0 1.06l-7.25 7.25a.75.75 0 0 1-1.06 0L2.22 9.28a.751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018L6 10.94l6.72-6.72a.75.75 0 0 1 1.06 0Z"></path> </svg> <span class="select-menu-item-text d-flex flex-justify-between" data-menu-button-text> C++ <span>24</span> </span> </a> <a class="select-menu-item" role="menuitemradio" href="https://github.com/topics/vector-search?l=go" aria-checked="false"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-check select-menu-item-icon"> <path d="M13.78 4.22a.75.75 0 0 1 0 1.06l-7.25 7.25a.75.75 0 0 1-1.06 0L2.22 9.28a.751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018L6 10.94l6.72-6.72a.75.75 0 0 1 1.06 0Z"></path> </svg> <span class="select-menu-item-text d-flex flex-justify-between" data-menu-button-text> Go <span>23</span> </span> </a> <a class="select-menu-item" role="menuitemradio" href="https://github.com/topics/vector-search?l=rust" aria-checked="false"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-check select-menu-item-icon"> <path d="M13.78 4.22a.75.75 0 0 1 0 1.06l-7.25 7.25a.75.75 0 0 1-1.06 0L2.22 9.28a.751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018L6 10.94l6.72-6.72a.75.75 0 0 1 1.06 0Z"></path> </svg> <span class="select-menu-item-text d-flex flex-justify-between" data-menu-button-text> Rust <span>22</span> </span> </a> <a class="select-menu-item" role="menuitemradio" href="https://github.com/topics/vector-search?l=html" aria-checked="false"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-check select-menu-item-icon"> <path d="M13.78 4.22a.75.75 0 0 1 0 1.06l-7.25 7.25a.75.75 0 0 1-1.06 0L2.22 9.28a.751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018L6 10.94l6.72-6.72a.75.75 0 0 1 1.06 0Z"></path> </svg> <span class="select-menu-item-text d-flex flex-justify-between" data-menu-button-text> HTML <span>11</span> </span> </a> <a class="select-menu-item" role="menuitemradio" href="https://github.com/topics/vector-search?l=java" aria-checked="false"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-check select-menu-item-icon"> <path d="M13.78 4.22a.75.75 0 0 1 0 1.06l-7.25 7.25a.75.75 0 0 1-1.06 0L2.22 9.28a.751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018L6 10.94l6.72-6.72a.75.75 0 0 1 1.06 0Z"></path> </svg> <span class="select-menu-item-text d-flex flex-justify-between" data-menu-button-text> Java <span>8</span> </span> </a> <a class="select-menu-item" role="menuitemradio" href="https://github.com/topics/vector-search?l=c%23" aria-checked="false"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-check select-menu-item-icon"> <path d="M13.78 4.22a.75.75 0 0 1 0 1.06l-7.25 7.25a.75.75 0 0 1-1.06 0L2.22 9.28a.751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018L6 10.94l6.72-6.72a.75.75 0 0 1 1.06 0Z"></path> </svg> <span class="select-menu-item-text d-flex flex-justify-between" data-menu-button-text> C# <span>6</span> </span> </a> </div> </details-menu> </details> <details class="details-reset details-overlay select-menu mt-2"> <summary data-view-component="true" class="select-menu-button btn-sm btn"> <i>Sort:</i> <span data-menu-button >Most stars</span> </summary> <details-menu class="select-menu-modal position-absolute" style="z-index: 99;"> <div class="select-menu-header"> <span class="select-menu-title">Sort options</span> </div> <div class="select-menu-list"> <a class="select-menu-item" role="menuitemradio" aria-checked="true" href="/topics/vector-search?o=desc&s=stars"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-check select-menu-item-icon"> <path d="M13.78 4.22a.75.75 0 0 1 0 1.06l-7.25 7.25a.75.75 0 0 1-1.06 0L2.22 9.28a.751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018L6 10.94l6.72-6.72a.75.75 0 0 1 1.06 0Z"></path> </svg> <span class="select-menu-item-text" data-menu-button-text > Most stars </span> </a> <a class="select-menu-item" role="menuitemradio" aria-checked="false" href="/topics/vector-search?o=asc&s=stars"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-check select-menu-item-icon"> <path d="M13.78 4.22a.75.75 0 0 1 0 1.06l-7.25 7.25a.75.75 0 0 1-1.06 0L2.22 9.28a.751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018L6 10.94l6.72-6.72a.75.75 0 0 1 1.06 0Z"></path> </svg> <span class="select-menu-item-text" data-menu-button-text > Fewest stars </span> </a> <a class="select-menu-item" role="menuitemradio" aria-checked="false" href="/topics/vector-search?o=desc&s=forks"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-check select-menu-item-icon"> <path d="M13.78 4.22a.75.75 0 0 1 0 1.06l-7.25 7.25a.75.75 0 0 1-1.06 0L2.22 9.28a.751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018L6 10.94l6.72-6.72a.75.75 0 0 1 1.06 0Z"></path> </svg> <span class="select-menu-item-text" data-menu-button-text > Most forks </span> </a> <a class="select-menu-item" role="menuitemradio" aria-checked="false" href="/topics/vector-search?o=asc&s=forks"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-check select-menu-item-icon"> <path d="M13.78 4.22a.75.75 0 0 1 0 1.06l-7.25 7.25a.75.75 0 0 1-1.06 0L2.22 9.28a.751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018L6 10.94l6.72-6.72a.75.75 0 0 1 1.06 0Z"></path> </svg> <span class="select-menu-item-text" data-menu-button-text > Fewest forks </span> </a> <a class="select-menu-item" role="menuitemradio" aria-checked="false" href="/topics/vector-search?o=desc&s=updated"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-check select-menu-item-icon"> <path d="M13.78 4.22a.75.75 0 0 1 0 1.06l-7.25 7.25a.75.75 0 0 1-1.06 0L2.22 9.28a.751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018L6 10.94l6.72-6.72a.75.75 0 0 1 1.06 0Z"></path> </svg> <span class="select-menu-item-text" data-menu-button-text > Recently updated </span> </a> <a class="select-menu-item" role="menuitemradio" aria-checked="false" href="/topics/vector-search?o=asc&s=updated"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-check select-menu-item-icon"> <path d="M13.78 4.22a.75.75 0 0 1 0 1.06l-7.25 7.25a.75.75 0 0 1-1.06 0L2.22 9.28a.751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018L6 10.94l6.72-6.72a.75.75 0 0 1 1.06 0Z"></path> </svg> <span class="select-menu-item-text" 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2.573A1.458 1.458 0 0 1 2 11.543V10h-.25A1.75 1.75 0 0 1 0 8.25v-5.5C0 1.784.784 1 1.75 1ZM1.5 2.75v5.5c0 .138.112.25.25.25h1a.75.75 0 0 1 .75.75v2.19l2.72-2.72a.749.749 0 0 1 .53-.22h3.5a.25.25 0 0 0 .25-.25v-5.5a.25.25 0 0 0-.25-.25h-8.5a.25.25 0 0 0-.25.25Zm13 2a.25.25 0 0 0-.25-.25h-.5a.75.75 0 0 1 0-1.5h.5c.966 0 1.75.784 1.75 1.75v5.5A1.75 1.75 0 0 1 14.25 12H14v1.543a1.458 1.458 0 0 1-2.487 1.03L9.22 12.28a.749.749 0 0 1 .326-1.275.749.749 0 0 1 .734.215l2.22 2.22v-2.19a.75.75 0 0 1 .75-.75h1a.25.25 0 0 0 .25-.25Z"></path> </svg> 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 lightning-fast search engine API bringing AI-powered hybrid search to your sites and applications.</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":132,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="f94cdce3eea2dcb3e25b3aca7f3f525d2420f6aff7a4eaceeb01ceaa175e9c19" title="Topic: search" href="/topics/search" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">search</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":242,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="5a9fcb2a7e84c67f7f37d18e249037f969e447a308065167e917d449a45e42b2" title="Topic: api" href="/topics/api" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">api</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":446,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="4fc30baf2f8ddccf84441b92c113541be7ffecca36631bec05d18b8e9c3637b2" title="Topic: search-engine" href="/topics/search-engine" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">search-engine</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":8961,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="19f661b14096fb90f48f421b1886b019b87e379e99c2687619f0a17fd83aacf7" title="Topic: database" href="/topics/database" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">database</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/topics/vector-search","user_id":null}}" data-hydro-click-hmac="26c332014b08e776dbc4c0ae84742d0b38bed01f82edd3f5ba63ab3ef9394cc4" 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":17445,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="4806ffa92ca0048bd13eaab798f1e07f2e1ab75062c3bcbb96ff3b71662a4949" title="Topic: fuzzy-search" href="/topics/fuzzy-search" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">fuzzy-search</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":73435,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="988d6c104467fd49abf59d0790c0f46a752c7a00e3dc74b58c396aeebde1d407" title="Topic: full-text-search" href="/topics/full-text-search" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">full-text-search</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":110257,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="fb0dae65bc0c5bf3b6c49c19cd4f8ae22519a00f50f8f643ffccfa172df85563" title="Topic: vectors" href="/topics/vectors" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">vectors</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":127529,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="ede0bc4485be0ed8da48ccea6730bcefbe89172bb16096af4fb88ccd66d75e5b" title="Topic: instantsearch" href="/topics/instantsearch" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">instantsearch</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":196151,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="0c32368067643dad368f8bafea0cec813481476fa234d1c71f3129e1d76871cd" title="Topic: semantic-search" href="/topics/semantic-search" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">semantic-search</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":339048,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="8fbe8b3dad870afa4194a63d04409f70393da0ea1c4dd1eee2979d9f698c562a" title="Topic: enterprise-search" href="/topics/enterprise-search" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">enterprise-search</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":446360,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="7aadde277f9262374b71f145a55940216c9c42cbc0097c81275af2cc0575f2f4" title="Topic: geosearch" href="/topics/geosearch" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">geosearch</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":501873,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="5cfb5ed1bb96c57d41f80c4eb36a1aa81448656d3b0d69904a75a5c734e98f46" title="Topic: typo-tolerance" href="/topics/typo-tolerance" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">typo-tolerance</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":537486,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="8f200bf41526f14a875887e25221acea50060795e3a7a94159a8ae3c45746e98" title="Topic: site-search" href="/topics/site-search" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">site-search</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":561715,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="34cd80b775bc8cd622c8f8a7a85b476995e6149cec2df12df5aaec1f356721c4" title="Topic: faceting" href="/topics/faceting" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">faceting</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":826587,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="f9ab0a6134aa84b1af22abf376bb902e4cf254c02d629db9f0e514ffee01226e" title="Topic: 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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" >Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search</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":344,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="24443b2b3b4143c29043a24aff55c212c6f6803d2c2969e5b419056a481697d0" title="Topic: golang" href="/topics/golang" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">golang</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":23535,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="e184a8a47f31848cd855f2f7f721480a43b8f3bdb0a5536732228585bfe2be5c" title="Topic: distributed" href="/topics/distributed" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">distributed</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":34731,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="abb2f03569244c7f2cda9e1ca9b303f24bdd3421161b9e25c02e53dad7e042d6" title="Topic: nearest-neighbor-search" href="/topics/nearest-neighbor-search" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">nearest-neighbor-search</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":73480,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="a38ca20d7809c661ad5666b73a519389ce1aae09d06b0b3900f6779d118a1ab2" title="Topic: cloud-native" href="/topics/cloud-native" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">cloud-native</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":73990,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="9182f510e2456fbb91f2b4d1d25fc2dba3ca80e5fd14d150047bf30492cb686d" title="Topic: image-search" href="/topics/image-search" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">image-search</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":552263,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="1e06d952a068a7ee01aefaf5118737f8a98186f7107400599790572d14b20ed3" title="Topic: vector-similarity" href="/topics/vector-similarity" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">vector-similarity</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":663937,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="442f2b52ff64a7681906fc1d2f33c95bca5417b38eec51d19b21e4a08ba5a709" title="Topic: faiss" href="/topics/faiss" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">faiss</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":745722,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="4271477da79cf1026253c78ae65537d70b884d6c38c0585bc681b1e80bc27866" title="Topic: anns" href="/topics/anns" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">anns</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":754494,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="c568280aca9ab5f8a82435a86627b2eb6038fa80b3299ad322b2dc850c71b8cc" title="Topic: rag" href="/topics/rag" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">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":767070,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="12cf90773617123dcbd5011162431c583ae4abcb83cb112afa62ade63dbfa62f" title="Topic: hnsw" href="/topics/hnsw" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">hnsw</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":928141,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="166cbe61db1010dedf2167a5321c5d6df542fc7399c8915827697459f774b563" title="Topic: vector-search" href="/topics/vector-search" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">vector-search</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":1131663,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="cdce97c6d445bc04f0b1dc0e306625df2080e7aafa3ec20eaefbfeef1a293ec1" title="Topic: vector-database" href="/topics/vector-database" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">vector-database</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/topics/vector-search","user_id":null}}" data-hydro-click-hmac="9ebd2df9dee5586bcde2122bd78e3141dc1a9434ad985e38dae17f20cca8a5b1" 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":1938374,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="7b7f481efc6a24abe6a710f9aae14471e4c94cdcfda0e11b7742c783f124203b" title="Topic: embedding-database" href="/topics/embedding-database" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">embedding-database</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":1938375,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="fb8487e9ffb368da0c34079e66989fbe7c8f100f7ee829237e8a70df91365608" title="Topic: embedding-store" href="/topics/embedding-store" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">embedding-store</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":1938376,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="36f1ae8f00370c430404f1e86aaf6cb77ffb8fc06d211c1f38bd347594dc852b" title="Topic: vector-store" href="/topics/vector-store" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">vector-store</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":1938391,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="949ea5372e9fc51841f2e9ee4966577101e004e9a6a55a0e9ab8e91377ef8724" title="Topic: embedding-similarity" href="/topics/embedding-similarity" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">embedding-similarity</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":2012196,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="276a94983681a67fe5cffa9ab32a5454fbd1e633336e11a6e43e6f19b74d1eca" title="Topic: diskann" href="/topics/diskann" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">diskann</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="2025-03-21T13:44:20Z" class="no-wrap">Mar 21, 2025</relative-time> </li> <li class="mr-4"> <span class="f6 my-1 ml-0"> <span class="repo-language-color" style="background-color: #00ADD8"></span> <span itemprop="programmingLanguage">Go</span> </span> </li> </ul> </div> </div> </article> <article class="border rounded color-shadow-small color-bg-subtle my-4"> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"REPOSITORY","click_visual_representation":"REPOSITORY_IMAGE","actor_id":null,"record_id":437245741,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="60200b63f3b11f553cdea91c855a3c2044cdb153b147d786ecced4ac79ad365e" data-turbo="false" style="max-height:275px" href="/dragonflydb/dragonfly" data-view-component="true" class="overflow-hidden flex-items-center rounded-top-2 Link color-border-muted border-bottom d-flex position-relative"><img loading="lazy" src="https://repository-images.githubusercontent.com/437245741/3d2045bd-2251-4bd8-857e-0de77547c01b" alt="dragonfly" class="d-block width-full" ></a> <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 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data-view-component="true" class="octicon octicon-comment-discussion color-fg-muted"> <path d="M1.75 1h8.5c.966 0 1.75.784 1.75 1.75v5.5A1.75 1.75 0 0 1 10.25 10H7.061l-2.574 2.573A1.458 1.458 0 0 1 2 11.543V10h-.25A1.75 1.75 0 0 1 0 8.25v-5.5C0 1.784.784 1 1.75 1ZM1.5 2.75v5.5c0 .138.112.25.25.25h1a.75.75 0 0 1 .75.75v2.19l2.72-2.72a.749.749 0 0 1 .53-.22h3.5a.25.25 0 0 0 .25-.25v-5.5a.25.25 0 0 0-.25-.25h-8.5a.25.25 0 0 0-.25.25Zm13 2a.25.25 0 0 0-.25-.25h-.5a.75.75 0 0 1 0-1.5h.5c.966 0 1.75.784 1.75 1.75v5.5A1.75 1.75 0 0 1 14.25 12H14v1.543a1.458 1.458 0 0 1-2.487 1.03L9.22 12.28a.749.749 0 0 1 .326-1.275.749.749 0 0 1 .734.215l2.22 2.22v-2.19a.75.75 0 0 1 .75-.75h1a.25.25 0 0 0 .25-.25Z"></path> </svg> 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 modern replacement for Redis and Memcached</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":319,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="f47cb109285f493b0191a3b738d699e8a5003e857a1248edcdbc1e01195e1b7f" title="Topic: redis" href="/topics/redis" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">redis</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":834,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="70c83a67a89a7d01b0c9a29b6938d673015bfb024658522564bbac354d1b74a3" title="Topic: memcached" href="/topics/memcached" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">memcached</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":2473,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="3f9b9cc0ea408b9c51fc7bc42643be2c984807b63014e3abff459d41c6b64d6f" title="Topic: multi-threading" href="/topics/multi-threading" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">multi-threading</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":8961,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="19f661b14096fb90f48f421b1886b019b87e379e99c2687619f0a17fd83aacf7" title="Topic: database" href="/topics/database" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">database</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":9802,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="ba75207c98152cb7b177a372dabc0a4ea3d761663f47ebcb7aa167b6b9c2a801" title="Topic: cpp" href="/topics/cpp" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">cpp</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":11954,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="fab7b9131c7708713f1ac0318b8992baa193099fdcfce02f5fb3612ea0ce2628" title="Topic: nosql" href="/topics/nosql" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">nosql</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":12022,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="a328a3af7e1f606cb1ca9edc8221a7f7f9e96be610ea6dc358465fb8dce73478" title="Topic: key-value" href="/topics/key-value" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">key-value</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":13128,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="966dce3beeacd5b7483daba3cb4f97d02f069ec9a70628cd0eafa6ef709bb824" title="Topic: cache" href="/topics/cache" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">cache</a> <a 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</nav> <div class="color-bg-default rounded-bottom-2"> <div class="px-3 pt-3"> <p class="color-fg-muted mb-0" >Qdrant - High-performance, massive-scale Vector Database and Vector Search Engine for the next generation of AI. Also available in the cloud <a href="https://cloud.qdrant.io/" class="Link--inTextBlock" rel="nofollow">https://cloud.qdrant.io/</a></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":132,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="f94cdce3eea2dcb3e25b3aca7f3f525d2420f6aff7a4eaceeb01ceaa175e9c19" title="Topic: search" href="/topics/search" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">search</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":446,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="4fc30baf2f8ddccf84441b92c113541be7ffecca36631bec05d18b8e9c3637b2" title="Topic: search-engine" href="/topics/search-engine" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">search-engine</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":2169,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="514c81550792ec6f92c8243e48515448d70d323c6f596d991699d2a8d60da613" title="Topic: machine-learning" href="/topics/machine-learning" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">machine-learning</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":9627,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="9060728816ffad080d16c0fed077a195a3e27d2f8952089d2b49d034d955da13" title="Topic: neural-network" href="/topics/neural-network" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">neural-network</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":34731,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="abb2f03569244c7f2cda9e1ca9b303f24bdd3421161b9e25c02e53dad7e042d6" title="Topic: nearest-neighbor-search" href="/topics/nearest-neighbor-search" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">nearest-neighbor-search</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":73990,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="9182f510e2456fbb91f2b4d1d25fc2dba3ca80e5fd14d150047bf30492cb686d" title="Topic: image-search" href="/topics/image-search" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">image-search</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":83777,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="bc1b9749687a9257b3c52bfb773803da0f5709296525174642045426ce2d5047" title="Topic: recommender-system" href="/topics/recommender-system" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">recommender-system</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":223228,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="35df7f64578c019353decde43fb5ed5a3ef8c15be94eafc7ef9c192ce30d34d0" title="Topic: search-engines" href="/topics/search-engines" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">search-engines</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":403447,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="250c7be7464b638f2fcec872ce21ec24d6d5c25163d0d96ceb5e0bb237faef73" title="Topic: similarity-search" href="/topics/similarity-search" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">similarity-search</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":562987,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="501cd24d4b2253c8c28d5d26b45a8c2d951839d8c537477237c923043a2621a5" title="Topic: ai-search" href="/topics/ai-search" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">ai-search</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":677147,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="de00d279acf8f4fe1abd56218f18180b520e15cb6e88bbff4929de0b0b064a31" title="Topic: knn-algorithm" href="/topics/knn-algorithm" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">knn-algorithm</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":755464,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="00bc2b754c77583dca2930852d0bdab3d76956eaa2b932474cf02efe69cbe763" title="Topic: mlops" href="/topics/mlops" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">mlops</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":767070,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="12cf90773617123dcbd5011162431c583ae4abcb83cb112afa62ade63dbfa62f" title="Topic: hnsw" href="/topics/hnsw" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">hnsw</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":928141,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="166cbe61db1010dedf2167a5321c5d6df542fc7399c8915827697459f774b563" title="Topic: vector-search" href="/topics/vector-search" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">vector-search</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":1131663,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="cdce97c6d445bc04f0b1dc0e306625df2080e7aafa3ec20eaefbfeef1a293ec1" title="Topic: vector-database" href="/topics/vector-database" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">vector-database</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":1137036,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="260dd96aa7761fa550b346e1653bfaf6b6d25f3f8c982053abbdb8bb54b79833" title="Topic: neural-search" href="/topics/neural-search" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">neural-search</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":1212218,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="61b67fcbbdcf13360db09b3a6f2c863f907edc6210d7d32205ff9ab6dcad6cf9" title="Topic: vector-search-engine" href="/topics/vector-search-engine" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">vector-search-engine</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":1332747,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="c32c1b4fc927eafeb457572e1418d4ccea987cd69a73c36d1feebb1b06639ee9" title="Topic: embeddings-similarity" href="/topics/embeddings-similarity" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">embeddings-similarity</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":1949793,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="94c9c0c92b13416908ab3926e3bb55f4b284b8aea7da003d7159c82565c97190" title="Topic: ai-search-engine" href="/topics/ai-search-engine" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">ai-search-engine</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="2025-03-21T17:32:10Z" class="no-wrap">Mar 21, 2025</relative-time> </li> <li class="mr-4"> <span class="f6 my-1 ml-0"> <span class="repo-language-color" style="background-color: #dea584"></span> <span itemprop="programmingLanguage">Rust</span> </span> </li> </ul> </div> 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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":132,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="f94cdce3eea2dcb3e25b3aca7f3f525d2420f6aff7a4eaceeb01ceaa175e9c19" title="Topic: search" href="/topics/search" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">search</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":446,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="4fc30baf2f8ddccf84441b92c113541be7ffecca36631bec05d18b8e9c3637b2" title="Topic: search-engine" href="/topics/search-engine" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">search-engine</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":653,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="9dbe24331e18d975d2dd82d73bf90c3eb89bb1c0c06f5926633a1c8fa2045af5" title="Topic: elasticsearch" href="/topics/elasticsearch" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">elasticsearch</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":7486,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="50ccb5fee83a41df2536f3204af4a269e127adac018afdbebcee3c06e2ec904d" title="Topic: algolia" href="/topics/algolia" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">algolia</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":17445,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="4806ffa92ca0048bd13eaab798f1e07f2e1ab75062c3bcbb96ff3b71662a4949" title="Topic: fuzzy-search" href="/topics/fuzzy-search" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">fuzzy-search</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":39349,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="3272317c508d1e8f5c0177eda4bc113407b4237fb90d489fe36b7fb1b118a03f" title="Topic: synonyms" href="/topics/synonyms" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">synonyms</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":43517,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="68df05404cdd2b9554985db35a0824adedab46a5fc21236e53d2a64c0fec96b6" title="Topic: in-memory" href="/topics/in-memory" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">in-memory</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":73435,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="988d6c104467fd49abf59d0790c0f46a752c7a00e3dc74b58c396aeebde1d407" title="Topic: full-text-search" href="/topics/full-text-search" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">full-text-search</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":102335,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="275b346f249d529d45cebf7cbc867296dfda00c6713bad6d62699a3701ce460f" title="Topic: datastore" href="/topics/datastore" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">datastore</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":127529,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="ede0bc4485be0ed8da48ccea6730bcefbe89172bb16096af4fb88ccd66d75e5b" title="Topic: instantsearch" href="/topics/instantsearch" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">instantsearch</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":196151,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="0c32368067643dad368f8bafea0cec813481476fa234d1c71f3129e1d76871cd" title="Topic: semantic-search" href="/topics/semantic-search" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">semantic-search</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":319155,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="060275fe6cafbfa390a880c519ba89b2efa2d6f0761b0434e8a56047952d7fa9" title="Topic: merchandising" href="/topics/merchandising" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">merchandising</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":339048,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="8fbe8b3dad870afa4194a63d04409f70393da0ea1c4dd1eee2979d9f698c562a" title="Topic: enterprise-search" href="/topics/enterprise-search" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">enterprise-search</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":403447,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="250c7be7464b638f2fcec872ce21ec24d6d5c25163d0d96ceb5e0bb237faef73" title="Topic: similarity-search" href="/topics/similarity-search" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">similarity-search</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":446360,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="7aadde277f9262374b71f145a55940216c9c42cbc0097c81275af2cc0575f2f4" title="Topic: geosearch" href="/topics/geosearch" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">geosearch</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":452833,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="ea242be3a90d78e852928ca03f37cfa4bc8869f06c1b371c8f4c9d3520179d18" title="Topic: pinecone" href="/topics/pinecone" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">pinecone</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":501873,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="5cfb5ed1bb96c57d41f80c4eb36a1aa81448656d3b0d69904a75a5c734e98f46" title="Topic: typo-tolerance" href="/topics/typo-tolerance" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">typo-tolerance</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":537486,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="8f200bf41526f14a875887e25221acea50060795e3a7a94159a8ae3c45746e98" title="Topic: site-search" href="/topics/site-search" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">site-search</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":561715,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="34cd80b775bc8cd622c8f8a7a85b476995e6149cec2df12df5aaec1f356721c4" title="Topic: faceting" href="/topics/faceting" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">faceting</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":928141,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="166cbe61db1010dedf2167a5321c5d6df542fc7399c8915827697459f774b563" title="Topic: vector-search" href="/topics/vector-search" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">vector-search</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="2025-03-22T05:33:40Z" 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: #f34b7d"></span> <span itemprop="programmingLanguage">C++</span> </span> </li> </ul> </div> </div> </article> <article class="border rounded color-shadow-small color-bg-subtle 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class="Link">weaviate</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":55072677,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="f8023037df39bfee81c1cbca86410918353482949fa6fa4e3166b58ddedd98f0" data-turbo="false" href="/weaviate/weaviate" data-view-component="true" class="Link text-bold wb-break-word">weaviate</a> </h3> </div> <div class="d-flex flex-items-center"> <div data-view-component="true" class="BtnGroup d-flex"> <a href="/login?return_to=%2Fweaviate%2Fweaviate" rel="nofollow" data-hydro-click="{"event_type":"authentication.click","payload":{"location_in_page":"star button","repository_id":55072677,"auth_type":"LOG_IN","originating_url":"https://github.com/topics/vector-search","user_id":null}}" 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data-hydro-click-hmac="a89f4012706d389865e89aaaef6efe586fa95ce48e104bc22f59d5825ea35dc5" 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-issue-opened color-fg-muted"> <path d="M8 9.5a1.5 1.5 0 1 0 0-3 1.5 1.5 0 0 0 0 3Z"></path><path d="M8 0a8 8 0 1 1 0 16A8 8 0 0 1 8 0ZM1.5 8a6.5 6.5 0 1 0 13 0 6.5 6.5 0 0 0-13 0Z"></path> </svg> Issues </a></li> <li data-view-component="true" class="d-inline-flex"> <a id="pull-requests-tab-55072677" href="/weaviate/weaviate/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":55072677,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="cb64d31f27dd753d2f56a9256c3801ba470ea2f21f2b77961c8b73aace9f92a7" 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" >Weaviate is an open-source vector database that stores both objects and vectors, allowing for the combination of vector search with structured filtering with the fault tolerance and scalability of a cloud-native database.</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":446,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="4fc30baf2f8ddccf84441b92c113541be7ffecca36631bec05d18b8e9c3637b2" title="Topic: search-engine" href="/topics/search-engine" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">search-engine</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":2171,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="03f98f349500d35176a2013dc1814760751bd83ea6408c459605bd3fa0a4f8c0" title="Topic: information-retrieval" href="/topics/information-retrieval" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">information-retrieval</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":20981,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="c40cf8ffcc9b344f52e4c5f44cb809a53158fd0046585a062bb63ba89fe57409" title="Topic: grpc" href="/topics/grpc" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">grpc</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":34731,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="abb2f03569244c7f2cda9e1ca9b303f24bdd3421161b9e25c02e53dad7e042d6" title="Topic: nearest-neighbor-search" href="/topics/nearest-neighbor-search" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">nearest-neighbor-search</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":45407,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="6d481daeb390cb1ffe260d771ea2fe150fd88848dd52b868d287a3ab7c136d18" title="Topic: semantic-search-engine" href="/topics/semantic-search-engine" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">semantic-search-engine</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":73990,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="9182f510e2456fbb91f2b4d1d25fc2dba3ca80e5fd14d150047bf30492cb686d" title="Topic: image-search" href="/topics/image-search" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">image-search</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":83777,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="bc1b9749687a9257b3c52bfb773803da0f5709296525174642045426ce2d5047" title="Topic: recommender-system" href="/topics/recommender-system" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">recommender-system</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":110257,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="fb0dae65bc0c5bf3b6c49c19cd4f8ae22519a00f50f8f643ffccfa172df85563" title="Topic: vectors" href="/topics/vectors" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">vectors</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":178033,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="298bb5c1c4b284995debabfd8377b8e05d400e3f37fa34b3a2f05fb3dd921d63" title="Topic: approximate-nearest-neighbor-search" href="/topics/approximate-nearest-neighbor-search" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">approximate-nearest-neighbor-search</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":196151,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="0c32368067643dad368f8bafea0cec813481476fa234d1c71f3129e1d76871cd" title="Topic: semantic-search" href="/topics/semantic-search" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">semantic-search</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":403447,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="250c7be7464b638f2fcec872ce21ec24d6d5c25163d0d96ceb5e0bb237faef73" title="Topic: similarity-search" href="/topics/similarity-search" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">similarity-search</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":755464,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="00bc2b754c77583dca2930852d0bdab3d76956eaa2b932474cf02efe69cbe763" title="Topic: mlops" href="/topics/mlops" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">mlops</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":767070,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="12cf90773617123dcbd5011162431c583ae4abcb83cb112afa62ade63dbfa62f" title="Topic: hnsw" href="/topics/hnsw" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">hnsw</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":876774,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="01534b9d82dca49df2a6837cf06883f40ac355e0df8a19845a6a8e1aada13ccf" title="Topic: weaviate" href="/topics/weaviate" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">weaviate</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":928141,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="166cbe61db1010dedf2167a5321c5d6df542fc7399c8915827697459f774b563" title="Topic: vector-search" href="/topics/vector-search" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">vector-search</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":1131663,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="cdce97c6d445bc04f0b1dc0e306625df2080e7aafa3ec20eaefbfeef1a293ec1" title="Topic: vector-database" href="/topics/vector-database" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">vector-database</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":1137036,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="260dd96aa7761fa550b346e1653bfaf6b6d25f3f8c982053abbdb8bb54b79833" title="Topic: neural-search" href="/topics/neural-search" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">neural-search</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":1212218,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="61b67fcbbdcf13360db09b3a6f2c863f907edc6210d7d32205ff9ab6dcad6cf9" title="Topic: vector-search-engine" href="/topics/vector-search-engine" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">vector-search-engine</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":1428264,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="daddb05489eeb5aacc40d7d6146410041ad3bbf2d057f6b295791e21bf77b5c3" title="Topic: hybrid-search" href="/topics/hybrid-search" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">hybrid-search</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":1867238,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="374552b6e35581852ff530cb6631c6f31ac5b9323bf90f57721ec3a83f7e8136" title="Topic: generative-search" href="/topics/generative-search" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">generative-search</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="2025-03-21T23:58:03Z" class="no-wrap">Mar 21, 2025</relative-time> </li> <li class="mr-4"> <span class="f6 my-1 ml-0"> <span class="repo-language-color" style="background-color: #00ADD8"></span> <span itemprop="programmingLanguage">Go</span> </span> </li> </ul> </div> </div> </article> <article class="border rounded color-shadow-small color-bg-subtle my-4"> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"REPOSITORY","click_visual_representation":"REPOSITORY_IMAGE","actor_id":null,"record_id":286301447,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" 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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/topics/vector-search","user_id":null}}" data-hydro-click-hmac="73dd2cde55ebd4c61ee0833ab7e09b5d87187ae61d55d9a9a509f83644aea346" 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":132,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="f94cdce3eea2dcb3e25b3aca7f3f525d2420f6aff7a4eaceeb01ceaa175e9c19" title="Topic: search" href="/topics/search" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">search</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":167,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="049e53fed354d7574caaee4bd877a5b13a13f2b44d43b3338b794059805384ee" title="Topic: nlp" href="/topics/nlp" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">nlp</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":446,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="4fc30baf2f8ddccf84441b92c113541be7ffecca36631bec05d18b8e9c3637b2" title="Topic: search-engine" href="/topics/search-engine" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">search-engine</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":2169,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="514c81550792ec6f92c8243e48515448d70d323c6f596d991699d2a8d60da613" title="Topic: machine-learning" href="/topics/machine-learning" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">machine-learning</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":2171,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="03f98f349500d35176a2013dc1814760751bd83ea6408c459605bd3fa0a4f8c0" title="Topic: information-retrieval" href="/topics/information-retrieval" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">information-retrieval</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/topics/vector-search","user_id":null}}" data-hydro-click-hmac="26c332014b08e776dbc4c0ae84742d0b38bed01f82edd3f5ba63ab3ef9394cc4" 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":21259,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="764c8644aaee6a4de930f70898c327455d1edd6d2ee819e0dce94985e28f0a71" title="Topic: transformers" href="/topics/transformers" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">transformers</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":23886,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="ce32fc20d4562e84f0c90818fed10dbb5d3d64dc6ca20d912990423a55743b41" title="Topic: embeddings" href="/topics/embeddings" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">embeddings</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/topics/vector-search","user_id":null}}" data-hydro-click-hmac="b22172577e7a6037bdf54c89e6fc6d0f0289a5dbe8d137106a1d55fa52deca9b" 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":172865,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="30f0a54fed0279d26655e2e231e98b944a408fab043b913314c4c084cd91089a" title="Topic: language-model" href="/topics/language-model" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">language-model</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":196151,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="0c32368067643dad368f8bafea0cec813481476fa234d1c71f3129e1d76871cd" title="Topic: semantic-search" href="/topics/semantic-search" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">semantic-search</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":506046,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="f3df0fb7568c62d6f59cf7bda15ca372a5ab725c1f1d49dbd18a6df43a042909" title="Topic: sentence-embeddings" href="/topics/sentence-embeddings" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">sentence-embeddings</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":754494,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="c568280aca9ab5f8a82435a86627b2eb6038fa80b3299ad322b2dc850c71b8cc" title="Topic: rag" href="/topics/rag" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">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":928141,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="166cbe61db1010dedf2167a5321c5d6df542fc7399c8915827697459f774b563" title="Topic: vector-search" href="/topics/vector-search" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">vector-search</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":1131663,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="cdce97c6d445bc04f0b1dc0e306625df2080e7aafa3ec20eaefbfeef1a293ec1" title="Topic: vector-database" href="/topics/vector-database" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">vector-database</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":1509764,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="2dd160cd6d793a338ebb3d2a98093db0c7f1d982a3b507ee360d8e2b3760b5da" title="Topic: txtai" href="/topics/txtai" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">txtai</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":1698442,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="127255091ee907f15ff72ac5db34b1807656256a1fa7e29a7005f41de10578ec" title="Topic: large-language-models" href="/topics/large-language-models" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">large-language-models</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/topics/vector-search","user_id":null}}" data-hydro-click-hmac="9ebd2df9dee5586bcde2122bd78e3141dc1a9434ad985e38dae17f20cca8a5b1" 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":2007481,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="ce65fd1453cb03567564e3045dde79240d8d06bcf14361c311654cefa98fe310" title="Topic: retrieval-augmented-generation" href="/topics/retrieval-augmented-generation" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">retrieval-augmented-generation</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="2025-03-22T02:32:04Z" 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> 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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/topics/vector-search","user_id":null}}" data-hydro-click-hmac="73dd2cde55ebd4c61ee0833ab7e09b5d87187ae61d55d9a9a509f83644aea346" 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":2129,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="8fa3dff22a823e28882fd9a49263e0e0799b4bf18f9344f791370d8790719182" title="Topic: data-science" href="/topics/data-science" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">data-science</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":2169,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="514c81550792ec6f92c8243e48515448d70d323c6f596d991699d2a8d60da613" title="Topic: machine-learning" href="/topics/machine-learning" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">machine-learning</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":9187,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="ad6c56b86ccee9c9d7fe86b3434f8abe4374dd6e0989e2dd7e45cff80b2a16b0" title="Topic: computer-vision" href="/topics/computer-vision" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">computer-vision</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":9290,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="9aed0d07cbdae811dcea5e27840914af03dcd9287061989563dff62ba962ac8c" title="Topic: deep-learning" href="/topics/deep-learning" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">deep-learning</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/topics/vector-search","user_id":null}}" data-hydro-click-hmac="b22172577e7a6037bdf54c89e6fc6d0f0289a5dbe8d137106a1d55fa52deca9b" 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":45326,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="e462e3a17c12c36f7a0939ffba4c18aa61e046f4fb125a3127afe97adb63ad13" title="Topic: developer-tools" href="/topics/developer-tools" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">developer-tools</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":60892,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="e7cdc15352aff94bda72e7b726caf60ae8537eeec158828aa46c5e4ec177d295" title="Topic: image-classification" href="/topics/image-classification" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">image-classification</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":89117,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="3503ef2a9db93664e606bdf2cc4bca8eef54f31d3cf557c880d6b5d9dad8de85" title="Topic: object-detection" href="/topics/object-detection" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">object-detection</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":189384,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="56bf298c9488aa953721e51e5135a09249febce818b1ca022bfb7eb8cbb82639" title="Topic: data-cleaning" href="/topics/data-cleaning" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">data-cleaning</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":251599,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="be28d13e773db8e30487c2a033f3b4ecee81891003181558101b141930080206" title="Topic: active-learning" href="/topics/active-learning" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">active-learning</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":327096,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="eb4b3e08dc94fcaf5ed1e7a3f4df1efa726c3cff1027b0c1c4b114f3973da2fc" title="Topic: data-quality" href="/topics/data-quality" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">data-quality</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":439073,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="271040cee9547f04a82e7f9fc7fae5f40f07db5d68285fa71466544a4c086b3e" title="Topic: data-curation" href="/topics/data-curation" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">data-curation</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":537370,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="9ab69bf4205b2199bb8eac6fa2f2d98dd66e08c252bd98df43fd31e8adad6d82" title="Topic: unstructured-data" href="/topics/unstructured-data" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">unstructured-data</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":928141,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="166cbe61db1010dedf2167a5321c5d6df542fc7399c8915827697459f774b563" title="Topic: vector-search" href="/topics/vector-search" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">vector-search</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":1550971,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="7a28b5d2146eac9055735536346d29f9bad42a923c43a1b143e76799707371c9" title="Topic: data-centric-ai" href="/topics/data-centric-ai" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">data-centric-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="2025-03-22T00:00:07Z" 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> 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or edge network with support for full-text, vector, and hybrid search in less than 2kb.</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":40,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="5c323f5de936c5cf0c17bb3ccd2a9a03c17eb4f76844c7e76f63a58e216e634a" title="Topic: javascript" href="/topics/javascript" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">javascript</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":132,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" 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1.458 0 0 1 2 11.543V10h-.25A1.75 1.75 0 0 1 0 8.25v-5.5C0 1.784.784 1 1.75 1ZM1.5 2.75v5.5c0 .138.112.25.25.25h1a.75.75 0 0 1 .75.75v2.19l2.72-2.72a.749.749 0 0 1 .53-.22h3.5a.25.25 0 0 0 .25-.25v-5.5a.25.25 0 0 0-.25-.25h-8.5a.25.25 0 0 0-.25.25Zm13 2a.25.25 0 0 0-.25-.25h-.5a.75.75 0 0 1 0-1.5h.5c.966 0 1.75.784 1.75 1.75v5.5A1.75 1.75 0 0 1 14.25 12H14v1.543a1.458 1.458 0 0 1-2.487 1.03L9.22 12.28a.749.749 0 0 1 .326-1.275.749.749 0 0 1 .734.215l2.22 2.22v-2.19a.75.75 0 0 1 .75-.75h1a.25.25 0 0 0 .25-.25Z"></path> </svg> 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" >Resume Matcher is an open source, free tool to improve your resume. It works by using AI, Reader LLMs, to compare and rank resumes with job descriptions. </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/topics/vector-search","user_id":null}}" data-hydro-click-hmac="73dd2cde55ebd4c61ee0833ab7e09b5d87187ae61d55d9a9a509f83644aea346" 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":210,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" 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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":2170,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="e049a8c3ab425b879ab9634b1d5c0dfd35a0aaddf3098b8ccc1efa6e80966e20" title="Topic: natural-language-processing" href="/topics/natural-language-processing" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">natural-language-processing</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":7537,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="1e266403c3a002863dc9c6e67c952401915b4cbe318cffd2248bd01cfa8dbb21" title="Topic: typescript" href="/topics/typescript" data-view-component="true" 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href="/topics/ats" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">ats</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":178659,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="2a0ecc52f8192e0a5cbec5a6db523f3bac2421a2227ee567a0fd580cdff08114" title="Topic: resume-parser" href="/topics/resume-parser" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">resume-parser</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":196454,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="18c8376d0e5b1633acf5c4ed6cf0b9ddb0c834053698bb68553e5c9fc6cbf5dd" title="Topic: hacktoberfest" href="/topics/hacktoberfest" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">hacktoberfest</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":396959,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="da35946db4e998a1bc71d2bba64c99ed9f73cad286920d5ced0669771fe5358b" title="Topic: resume-builder" href="/topics/resume-builder" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">resume-builder</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":816727,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="cccbe8047ebd22f889ba6797f7fd4305bcd119467b539ab35b15337be24e544a" title="Topic: applicant-tracking-system" href="/topics/applicant-tracking-system" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">applicant-tracking-system</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":928141,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="166cbe61db1010dedf2167a5321c5d6df542fc7399c8915827697459f774b563" title="Topic: vector-search" href="/topics/vector-search" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">vector-search</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="2025-03-06T04:52:11Z" class="no-wrap">Mar 6, 2025</relative-time> </li> <li 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1.75v5.5A1.75 1.75 0 0 1 10.25 10H7.061l-2.574 2.573A1.458 1.458 0 0 1 2 11.543V10h-.25A1.75 1.75 0 0 1 0 8.25v-5.5C0 1.784.784 1 1.75 1ZM1.5 2.75v5.5c0 .138.112.25.25.25h1a.75.75 0 0 1 .75.75v2.19l2.72-2.72a.749.749 0 0 1 .53-.22h3.5a.25.25 0 0 0 .25-.25v-5.5a.25.25 0 0 0-.25-.25h-8.5a.25.25 0 0 0-.25.25Zm13 2a.25.25 0 0 0-.25-.25h-.5a.75.75 0 0 1 0-1.5h.5c.966 0 1.75.784 1.75 1.75v5.5A1.75 1.75 0 0 1 14.25 12H14v1.543a1.458 1.458 0 0 1-2.487 1.03L9.22 12.28a.749.749 0 0 1 .326-1.275.749.749 0 0 1 .734.215l2.22 2.22v-2.19a.75.75 0 0 1 .75-.75h1a.25.25 0 0 0 .25-.25Z"></path> </svg> 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" >Database for AI. Store Vectors, Images, Texts, Videos, etc. Use with LLMs/LangChain. Store, query, version, & visualize any AI data. Stream data in real-time to PyTorch/TensorFlow. <a href="https://activeloop.ai" class="Link--inTextBlock" rel="nofollow">https://activeloop.ai</a></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/topics/vector-search","user_id":null}}" data-hydro-click-hmac="73dd2cde55ebd4c61ee0833ab7e09b5d87187ae61d55d9a9a509f83644aea346" 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":2129,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" 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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":928141,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="166cbe61db1010dedf2167a5321c5d6df542fc7399c8915827697459f774b563" title="Topic: vector-search" href="/topics/vector-search" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">vector-search</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":1131663,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="cdce97c6d445bc04f0b1dc0e306625df2080e7aafa3ec20eaefbfeef1a293ec1" title="Topic: vector-database" href="/topics/vector-database" data-view-component="true" class="topic-tag topic-tag-link Link 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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":319,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="f47cb109285f493b0191a3b738d699e8a5003e857a1248edcdbc1e01195e1b7f" title="Topic: redis" href="/topics/redis" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">redis</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":14176,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="14c7484474b269c08965391ea0e2629421ff88381595518683b5ce06d0157401" title="Topic: chatbot" href="/topics/chatbot" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">chatbot</a> <a 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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":110667,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="f7a343a8604f72b201a82b38fedcda33a54ce5e71d91fcd36abd31d8d73d9a90" title="Topic: gpt" href="/topics/gpt" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">gpt</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":126918,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="2c4db9e6be41357f8f672b703e4ac6a6b487387d0618fe2f2864a20a9cf2992d" title="Topic: memcache" href="/topics/memcache" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">memcache</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":196151,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="0c32368067643dad368f8bafea0cec813481476fa234d1c71f3129e1d76871cd" title="Topic: semantic-search" href="/topics/semantic-search" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">semantic-search</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":403447,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="250c7be7464b638f2fcec872ce21ec24d6d5c25163d0d96ceb5e0bb237faef73" title="Topic: similarity-search" href="/topics/similarity-search" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">similarity-search</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":459577,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="043fd4249bac15acc0854c8cc8a40b71ef6b1d7cacbb218facbb8f8e2ccb6a9d" title="Topic: dolly" href="/topics/dolly" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">dolly</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":928141,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="166cbe61db1010dedf2167a5321c5d6df542fc7399c8915827697459f774b563" title="Topic: vector-search" href="/topics/vector-search" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">vector-search</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":1035336,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="d4bcc097b34f5e1d8198814a75419f2e6ba8ccbc18c7349f02523fda8dc64d3c" title="Topic: milvus" href="/topics/milvus" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">milvus</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":1675993,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="94e02f18d7c053e693087555bfce0e265de7ad2cfc7669c191e1e6a856f587e9" title="Topic: aigc" href="/topics/aigc" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">aigc</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/topics/vector-search","user_id":null}}" data-hydro-click-hmac="9ebd2df9dee5586bcde2122bd78e3141dc1a9434ad985e38dae17f20cca8a5b1" 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":1857396,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="0820647bf1fc19f213c3f7d00ef96b87e5e7ead1aca25f4d18c0a0b9faec0731" title="Topic: chatgpt" href="/topics/chatgpt" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">chatgpt</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":1860988,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="5af0fc3befbf66a75959d48df051e084d03f64e935a58fc3948b4d9e40839799" title="Topic: langchain" href="/topics/langchain" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">langchain</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":1861274,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="d092799c6fbebd95c03e345b9b5cb2e42de11214d187f8ce629216c4cee664f1" title="Topic: chatgpt-api" href="/topics/chatgpt-api" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">chatgpt-api</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":1924121,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="4b0bd601fd0969ab407c2170f3ce30881dc398ec73d880582808e81094ae2af5" title="Topic: llama-index" href="/topics/llama-index" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">llama-index</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":1955088,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="437e2a115738c1f1da65faee99e7ebadf2a770f7075de33ee5a6f94e993a6d4c" title="Topic: autogpt" href="/topics/autogpt" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">autogpt</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":1960574,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="1f012f01f10604e89f50cef89eee45e72a8f55610c1ee9e6bd80e32e778aa25b" title="Topic: babyagi" href="/topics/babyagi" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">babyagi</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="2024-09-18T02:05:21Z" class="no-wrap">Sep 18, 2024</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"> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"REPOSITORY","click_visual_representation":"REPOSITORY_IMAGE","actor_id":null,"record_id":60377070,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="6c2ed608427e2691384d0fc4940fc66867f44e1a85f806aa53d82c594050ed58" data-turbo="false" style="max-height:275px" href="/vespa-engine/vespa" data-view-component="true" class="overflow-hidden flex-items-center rounded-top-2 Link color-border-muted border-bottom d-flex position-relative"><img loading="lazy" src="https://repository-images.githubusercontent.com/60377070/52cdb895-f04e-4ac4-a771-b6665bc77117" alt="vespa" class="d-block width-full" ></a> <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":29299694,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="bd9c98a7e42172ffa44c563c3962ac2b6b0663db577714306311d94900f469c2" data-turbo="false" href="/vespa-engine" data-view-component="true" class="Link">vespa-engine</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":60377070,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="3fba1f5e7b31e705674e22e306cbe75b03454e678a3e8f90d7baf43f4ed871e8" data-turbo="false" href="/vespa-engine/vespa" data-view-component="true" class="Link text-bold wb-break-word">vespa</a> </h3> </div> <div class="d-flex flex-items-center"> <div data-view-component="true" class="BtnGroup d-flex"> <a href="/login?return_to=%2Fvespa-engine%2Fvespa" rel="nofollow" data-hydro-click="{"event_type":"authentication.click","payload":{"location_in_page":"star button","repository_id":60377070,"auth_type":"LOG_IN","originating_url":"https://github.com/topics/vector-search","user_id":null}}" 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data-hydro-click-hmac="7bbc8859c69001cfd344827e7c3da09d4cc66fbf7eb63ec33c2076bc9c0783b8" 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-issue-opened color-fg-muted"> <path d="M8 9.5a1.5 1.5 0 1 0 0-3 1.5 1.5 0 0 0 0 3Z"></path><path d="M8 0a8 8 0 1 1 0 16A8 8 0 0 1 8 0ZM1.5 8a6.5 6.5 0 1 0 13 0 6.5 6.5 0 0 0-13 0Z"></path> </svg> Issues </a></li> <li data-view-component="true" class="d-inline-flex"> <a id="pull-requests-tab-60377070" href="/vespa-engine/vespa/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":60377070,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="f0cacad02277930a8658c62d1c394cd3e8381a1c401a9323294a7786bd8e04ea" 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" >AI + Data, online. <a href="https://vespa.ai" class="Link--inTextBlock" rel="nofollow">https://vespa.ai</a></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":160,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="bb8a9c92657a34f744d6b93047409f008c404e955689596c0b6f368e65391c3c" title="Topic: java" href="/topics/java" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">java</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":446,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="4fc30baf2f8ddccf84441b92c113541be7ffecca36631bec05d18b8e9c3637b2" title="Topic: search-engine" href="/topics/search-engine" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">search-engine</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":2169,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="514c81550792ec6f92c8243e48515448d70d323c6f596d991699d2a8d60da613" title="Topic: machine-learning" href="/topics/machine-learning" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">machine-learning</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":9009,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="79a340cff3d612c72b6adfc3945049a6de03e82f749fdac9a52d66405212e499" title="Topic: big-data" href="/topics/big-data" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">big-data</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/topics/vector-search","user_id":null}}" data-hydro-click-hmac="26c332014b08e776dbc4c0ae84742d0b38bed01f82edd3f5ba63ab3ef9394cc4" 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":9509,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="3d1344cef4ddd0823bd4faa32ac1b3f69cc0f9d5c6c4f58f8f4f72587d1175df" title="Topic: server" 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vector-search" href="/topics/vector-search" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">vector-search</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="2025-03-22T00:05:08Z" 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: #b07219"></span> <span itemprop="programmingLanguage">Java</span> </span> </li> </ul> </div> </div> </article> <article class="border rounded color-shadow-small color-bg-subtle my-4"> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"REPOSITORY","click_visual_representation":"REPOSITORY_IMAGE","actor_id":null,"record_id":530655405,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" 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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" >Unified embedding generation and search engine. Also available on cloud - cloud.marqo.ai</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":446,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="4fc30baf2f8ddccf84441b92c113541be7ffecca36631bec05d18b8e9c3637b2" title="Topic: search-engine" href="/topics/search-engine" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">search-engine</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":2169,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="514c81550792ec6f92c8243e48515448d70d323c6f596d991699d2a8d60da613" title="Topic: machine-learning" href="/topics/machine-learning" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">machine-learning</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":2170,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="e049a8c3ab425b879ab9634b1d5c0dfd35a0aaddf3098b8ccc1efa6e80966e20" title="Topic: natural-language-processing" href="/topics/natural-language-processing" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">natural-language-processing</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":2171,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="03f98f349500d35176a2013dc1814760751bd83ea6408c459605bd3fa0a4f8c0" title="Topic: information-retrieval" href="/topics/information-retrieval" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">information-retrieval</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":9290,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="9aed0d07cbdae811dcea5e27840914af03dcd9287061989563dff62ba962ac8c" title="Topic: deep-learning" href="/topics/deep-learning" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">deep-learning</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":21259,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="764c8644aaee6a4de930f70898c327455d1edd6d2ee819e0dce94985e28f0a71" title="Topic: transformers" href="/topics/transformers" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">transformers</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":75122,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="5195f8873a31f140a4cdf726c7af40154ead237452112ffb4bc654fccb21e116" title="Topic: machinelearning" href="/topics/machinelearning" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">machinelearning</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":110667,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="f7a343a8604f72b201a82b38fedcda33a54ce5e71d91fcd36abd31d8d73d9a90" title="Topic: gpt" href="/topics/gpt" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">gpt</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":150745,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="c76937fe39def2676b9c02eee16baca71e0727a964154d4e24b63624606a3e32" title="Topic: visual-search" href="/topics/visual-search" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">visual-search</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":177485,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="19b57ced0435b968d57fdf0f4c65872578b2604547dcdd6c2c2c6dfa1ba63aaf" title="Topic: multi-modal" href="/topics/multi-modal" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">multi-modal</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":180270,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="5d2287b15744e838baf784e3624d5233dfe8fd814bae4d066de6fdf47a7f3e57" title="Topic: clip" href="/topics/clip" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">clip</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":184242,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="122d4e8db5e5f62f33a8848fb37f2462e18095579b411826fbc80da314a3ce75" title="Topic: knn" href="/topics/knn" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">knn</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":196151,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="0c32368067643dad368f8bafea0cec813481476fa234d1c71f3129e1d76871cd" title="Topic: semantic-search" href="/topics/semantic-search" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">semantic-search</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":196454,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="18c8376d0e5b1633acf5c4ed6cf0b9ddb0c834053698bb68553e5c9fc6cbf5dd" title="Topic: hacktoberfest" href="/topics/hacktoberfest" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">hacktoberfest</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":767070,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="12cf90773617123dcbd5011162431c583ae4abcb83cb112afa62ade63dbfa62f" title="Topic: hnsw" href="/topics/hnsw" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">hnsw</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":928141,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="166cbe61db1010dedf2167a5321c5d6df542fc7399c8915827697459f774b563" title="Topic: vector-search" href="/topics/vector-search" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">vector-search</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":986592,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="a6e4766cda2e90b76a076b7bd2263445d928b80f44d6c8b049e0250fe0951a87" title="Topic: vision-language" href="/topics/vision-language" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">vision-language</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":1698442,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="127255091ee907f15ff72ac5db34b1807656256a1fa7e29a7005f41de10578ec" title="Topic: large-language-models" href="/topics/large-language-models" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">large-language-models</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":1797446,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="f9e8f9504a31d72bd88eb0125007832151029722f2959b9714f03c4702bffc37" title="Topic: tensor-search" 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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" >The AI-native database built for LLM applications, providing incredibly fast hybrid search of dense vector, sparse vector, tensor (multi-vector), and full-text</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":446,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="4fc30baf2f8ddccf84441b92c113541be7ffecca36631bec05d18b8e9c3637b2" title="Topic: search-engine" href="/topics/search-engine" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">search-engine</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":13514,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="b5db03495a039ef4bfe05c7073712d2e89bda7b2cdd680e980f364c2bcd868cd" title="Topic: vector" href="/topics/vector" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">vector</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":34731,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="abb2f03569244c7f2cda9e1ca9b303f24bdd3421161b9e25c02e53dad7e042d6" title="Topic: nearest-neighbor-search" href="/topics/nearest-neighbor-search" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">nearest-neighbor-search</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":73435,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="988d6c104467fd49abf59d0790c0f46a752c7a00e3dc74b58c396aeebde1d407" title="Topic: full-text-search" href="/topics/full-text-search" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">full-text-search</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":178033,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="298bb5c1c4b284995debabfd8377b8e05d400e3f37fa34b3a2f05fb3dd921d63" title="Topic: approximate-nearest-neighbor-search" href="/topics/approximate-nearest-neighbor-search" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">approximate-nearest-neighbor-search</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":224896,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="d9f7cc930fc2cbecaca283a0dcda195eea047b354e633dc89d6e4ffc3d451669" title="Topic: embedding" href="/topics/embedding" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">embedding</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":300247,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="6cad6f40fae642138660968ff67878141ed6d46a2c6ad6bc508b2bd05fc35276" title="Topic: bm25" href="/topics/bm25" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">bm25</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":315676,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="ac20bdd8f5e5dda435fed051584ac1c0534b9b202331e0a22abd2e3fcc6d7e5a" title="Topic: information-retrival" href="/topics/information-retrival" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">information-retrival</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":510416,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="d4d5c7b715126c94165012d953ec7d180d5cd153a2b746db0d679f35e5dd5545" title="Topic: cpp20" href="/topics/cpp20" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">cpp20</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":754494,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="c568280aca9ab5f8a82435a86627b2eb6038fa80b3299ad322b2dc850c71b8cc" title="Topic: rag" href="/topics/rag" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">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":767070,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="12cf90773617123dcbd5011162431c583ae4abcb83cb112afa62ade63dbfa62f" title="Topic: hnsw" href="/topics/hnsw" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">hnsw</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":928141,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="166cbe61db1010dedf2167a5321c5d6df542fc7399c8915827697459f774b563" title="Topic: vector-search" href="/topics/vector-search" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">vector-search</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":1131663,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="cdce97c6d445bc04f0b1dc0e306625df2080e7aafa3ec20eaefbfeef1a293ec1" title="Topic: vector-database" href="/topics/vector-database" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">vector-database</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":1428264,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="daddb05489eeb5aacc40d7d6146410041ad3bbf2d057f6b295791e21bf77b5c3" title="Topic: hybrid-search" href="/topics/hybrid-search" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">hybrid-search</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":1656420,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="b8ab96468b0c6260110b83cbacfe5418288fd12fd3872bd2f8e3c43adda09628" title="Topic: cpp20-modules" href="/topics/cpp20-modules" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">cpp20-modules</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":1813602,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="12ed975c88e81aab64a05b84310928595d9f21cd2e5cd638861b7dd73abc6362" title="Topic: ai-native" href="/topics/ai-native" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">ai-native</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":1938392,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="2173a4b3d86c61896dd5c3ba108976c98954665fb3a10d849462048fe6308bcc" title="Topic: tensor-database" href="/topics/tensor-database" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">tensor-database</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":2003999,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="e743a5b92a877f54a2f045a7a947f6e7b5cf7d7e2e6a289cb72408d5f2bd292f" title="Topic: vectordatabase" href="/topics/vectordatabase" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">vectordatabase</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="2025-03-11T13:08:58Z" class="no-wrap">Mar 11, 2025</relative-time> </li> <li class="mr-4"> <span class="f6 my-1 ml-0"> <span class="repo-language-color" style="background-color: #f34b7d"></span> <span itemprop="programmingLanguage">C++</span> </span> </li> </ul> </div> </div> </article> <article class="border rounded 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Upload your own custom knowledge base files (PDF, txt, epub, etc) using a simple React frontend.</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":12,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="99dcd372a2f3a8f01a5175adb11dbc027b3c4ffe4bfe06e1f3d9d4f89e7b1d29" title="Topic: react" href="/topics/react" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">react</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":194,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="6082ba37b778306355ac248aa3a5797aa7a06db6de705130526cb73a80680571" title="Topic: go" href="/topics/go" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">go</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":344,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="24443b2b3b4143c29043a24aff55c212c6f6803d2c2969e5b419056a481697d0" title="Topic: golang" href="/topics/golang" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">golang</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":2169,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="514c81550792ec6f92c8243e48515448d70d323c6f596d991699d2a8d60da613" title="Topic: machine-learning" href="/topics/machine-learning" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">machine-learning</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/topics/vector-search","user_id":null}}" data-hydro-click-hmac="26c332014b08e776dbc4c0ae84742d0b38bed01f82edd3f5ba63ab3ef9394cc4" 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":12582,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="55446147e134d921b7a1d01254d080020aa9884fbab108c21c3b86d2e5a9deb3" title="Topic: reactjs" href="/topics/reactjs" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">reactjs</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/topics/vector-search","user_id":null}}" data-hydro-click-hmac="b22172577e7a6037bdf54c89e6fc6d0f0289a5dbe8d137106a1d55fa52deca9b" 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":44090,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="e8fb63dff61465dc8e0ab9083a69fb3257669d7f9c48354e03197d272d6764b5" title="Topic: openai" href="/topics/openai" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">openai</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":59713,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="0d00d29d5b969059feea09bae156d216c7a93665cff2dd55882d8f1f2c35a7ae" title="Topic: question-answering" href="/topics/question-answering" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">question-answering</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":123985,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="072f28cf5bf908bb0b71fda1094583cfe672ef3625e27e3985a1f5e8707f9bdf" title="Topic: knowledge-base" href="/topics/knowledge-base" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">knowledge-base</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":151854,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="6188fce42f11cffe473e69e0bec24649b13b525cd732a1fc8afc3e3bc762ac37" title="Topic: generative" href="/topics/generative" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">generative</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":452833,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="ea242be3a90d78e852928ca03f37cfa4bc8869f06c1b371c8f4c9d3520179d18" title="Topic: pinecone" href="/topics/pinecone" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">pinecone</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":593602,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="6e2eafae886d2804ca0af20fa6a8394de52ebe34f04c1f291b1c804d3a480a90" title="Topic: pdf-support" href="/topics/pdf-support" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">pdf-support</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":747170,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="f8764a3e708a10ffc45800edf77db1a2ce734e06e50dabcb9d5172e4136913c4" title="Topic: long-term-memory" href="/topics/long-term-memory" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">long-term-memory</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":928141,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="166cbe61db1010dedf2167a5321c5d6df542fc7399c8915827697459f774b563" title="Topic: vector-search" href="/topics/vector-search" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">vector-search</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":1322860,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="2ccec26ac6bfd5d8847fde826488bf2e256c1704e02f435e1ae56b39596a5572" title="Topic: openai-api" href="/topics/openai-api" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">openai-api</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":1857396,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="0820647bf1fc19f213c3f7d00ef96b87e5e7ead1aca25f4d18c0a0b9faec0731" title="Topic: chatgpt" href="/topics/chatgpt" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">chatgpt</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":1920920,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="bb64155ef796dac880fdefed736874d0270bb470a6b734ba7fce0a797ce3283e" title="Topic: qdrant-vector-database" href="/topics/qdrant-vector-database" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">qdrant-vector-database</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="2025-01-26T11:12:37Z" class="no-wrap">Jan 26, 2025</relative-time> </li> <li class="mr-4"> <span class="f6 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class="topic-tag topic-tag-link Link f6 mb-2">text-chunking</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":2553301,"originating_url":"https://github.com/topics/vector-search","user_id":null}}" data-hydro-click-hmac="b8db7f8f4c2870532109f365f4642002986f1b5831d662d4d6d71f25934af682" title="Topic: text-splitting" href="/topics/text-splitting" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">text-splitting</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="2025-03-22T00:19:34Z" 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> 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