Manage serverless indexes

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center; align-items: center; width: 150px; height: 36px; padding: 4px; border-radius: 4px; border: 1px solid var(--Light-Secondary-Shades-50p, rgba(115, 143, 171, 0.5)); color: #FFFFFF; text-decoration: none; font-size: 14px; letter-spacing: 0.4; text-align: center; color: #121142; font-weight: 500; transition: background-color 0.3s ease, border 0.3s ease, color 0.3s ease; } .outlined-button:hover { background-color: #3C72FF0A; border: 1px solid #1B17F5; color: #FFFFFF; } .control { position: absolute; top: 50%; transform: translateY(-50%); background-color: rgba(255, 255, 255, 0.7); border-radius: 50%; width: 40px; height: 40px; display: flex; align-items: center; justify-content: center; cursor: pointer; opacity: 0.5; transition: opacity 0.3s ease; } .control:hover { opacity: 1; } .prev-slide { left: 10px; } .next-slide { right: 10px; } .inference-text p { margin-top: 0rem; } /* Model page */ .model-page-card { padding: 1.5rem; border-radius: 0.25rem; border: 1px solid #D8DDDF; background: #FFF; margin-bottom: 2.5rem; } .model-page-card-title { display: flex; flex-wrap: wrap; gap: 1rem; align-items: center; } .model-page-card-title>h1 { font-size: 1.5rem; color: #121142; } .model-page-card-logo { width: 2.125rem; height: 2.125rem; flex-shrink: 0; } .model-page-card-logo>img { width: 100%; height: 100%; object-fit: contain; } .model-page-card-inference { border-radius: 1rem; border: 1px solid #D8DDDF; padding: 0.25rem 0.375rem 0.25rem 0.25rem; display: flex; align-items: center; gap: 0.375rem; font-size: 0.8125rem; } .model-page-card-stats { display: flex; gap: 1.5rem; flex-wrap: wrap; margin-top: 1rem; } .model-page-card-stats>div>span { font-size: 0.625rem; color: #72788D; letter-spacing: 0.2px; font-weight: 500; } .model-page-card-stats>div>p { font-size: 0.75rem; color: #121142; letter-spacing: 0.17px; } .model-page-card-stats>div.price { margin-left: auto; } .model-page-card-stats>div.price>p { margin-left: auto; font-weight: 600; } .model-page-tabs { display: flex; width: 100%; border-bottom: 1px solid #D8DDDF; margin-bottom: 2rem; } .model-page-tabs>button { padding: 0.5625rem 1rem; border-bottom: 1px solid transparent; color: #72788D; display: flex; align-items: center; gap: 0.375rem; font-weight: 500; letter-spacing: 0.4px; } .model-page-tabs>button>svg>path { fill: #72788D; } .model-page-tabs>button.active { border-bottom: 2px solid #1B17F5; color: #1B17F5; } .model-page-tabs>button.active>svg>path { fill: #1B17F5; } .model-page-playground { display: none; } .model-page-guides { display: flex; flex-direction: column; gap: 3rem; } .model-page-content { flex-shrink: 1; width: auto; max-width: 1050px; @media (max-width: 1500px) { max-width: 700px; } } .model-page-content> :first-child { margin-top: 0; } .model-page-content pre { white-space: pre-wrap; } .model-page-sidebar { width: 100%; flex-shrink: 1; } .model-page-sidebar .iframe-placeholder { height: 800px; } /* removing inline padding for now */ @media (min-width: 1280px) { .model-search-container { padding-inline: 0px; } } .model-page-sidebar-readmore { font-size: 0.875rem; font-style: normal; font-weight: 500; line-height: 150%; letter-spacing: 0.15px } .model-page-sidebar-readmore svg { margin-bottom: 2px; } .model-search-container { height: 1045px; @media (max-width: 768px) { height: 1200px; } } @media (min-width: 1080px) { .model-page-guides { flex-direction: row; } .model-page-sidebar { max-width: 20.6875rem; flex-shrink: 0; } } .connect-widget-skeleton { margin-block: 45px; width: 498px; height: 180px; /* Adjust height to match your widget */ background: #f6f7f9; border-radius: 4px; overflow: hidden; position: relative; border: 1px solid #D8DDDF; } .skeleton-content { width: 450px; height: 180px; background: linear-gradient(90deg, rgba(255, 255, 255, 0) 0%, rgba(255, 255, 255, 0.6) 50%, rgba(255, 255, 255, 0) 100%); animation: shimmer 1.5s infinite; position: absolute; top: 0; left: 0; } @keyframes shimmer { 0% { transform: translateX(-100%); } 100% { transform: translateX(100%); } } /* For dark mode */ .dark .connect-widget-skeleton { background: #2a2a2a; } /* Hide scrollbar for Chrome/Safari */ .featured-model-cards::-webkit-scrollbar { display: none; } /* Show grabbing cursor while actively scrolling */ .featured-model-cards:active { cursor: grabbing; } /* Add minimum width for model card buttons */ .featured-model-cards .example-card button, .featured-model-cards .model-card button { min-width: 200px; /* Ensures button doesn't shrink below this width */ width: 100%; /* Allows button to grow with container */ max-width: 400px; /* Prevents button from getting too wide */ margin: 0 auto; /* Centers the button if container is wider */ }</style><noscript><iframe src="https://www.googletagmanager.com/ns.html?id=GTM-5RCSPVG" height="0" width="0" style="display:none;visibility:hidden"></iframe></noscript><span class="fixed inset-0 bg-background-light dark:bg-background-dark -z-10"></span><span class="block absolute dark:hidden 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class="sr-only">Navigation</span><svg class="h-4" fill="currentColor" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><path d="M0 96C0 78.3 14.3 64 32 64H416c17.7 0 32 14.3 32 32s-14.3 32-32 32H32C14.3 128 0 113.7 0 96zM0 256c0-17.7 14.3-32 32-32H416c17.7 0 32 14.3 32 32s-14.3 32-32 32H32c-17.7 0-32-14.3-32-32zM448 416c0 17.7-14.3 32-32 32H32c-17.7 0-32-14.3-32-32s14.3-32 32-32H416c17.7 0 32 14.3 32 32z"></path></svg></button><div class="ml-4 flex text-sm leading-6 whitespace-nowrap min-w-0 space-x-3"><div class="flex items-center space-x-3"><span>Indexes</span><svg width="3" height="24" viewBox="0 -9 3 24" class="h-5 rotate-0 overflow-visible fill-gray-400"><path d="M0 0L3 3L0 6" fill="none" stroke="currentColor" stroke-width="1.5" stroke-linecap="round"></path></svg></div><div class="font-semibold text-gray-900 truncate dark:text-gray-200">Manage serverless indexes</div></div></div></div><div class="hidden lg:flex px-12 h-12"><div class="h-full flex text-sm space-x-6"><a class="group relative h-full flex items-center text-gray-800 dark:text-gray-200 font-semibold" href="/guides/get-started/overview">Guides<div class="absolute bottom-0 h-[1.5px] w-full bg-primary dark:bg-primary-light"></div></a><a class="group relative h-full flex items-center font-medium text-gray-600 dark:text-gray-400 hover:text-gray-800 dark:hover:text-gray-300" href="/reference/api/introduction">Reference<div class="absolute bottom-0 h-[1.5px] w-full group-hover:bg-gray-200 dark:group-hover:bg-gray-700"></div></a><a class="group relative h-full flex items-center font-medium text-gray-600 dark:text-gray-400 hover:text-gray-800 dark:hover:text-gray-300" href="/examples/notebooks">Examples<div class="absolute bottom-0 h-[1.5px] w-full group-hover:bg-gray-200 dark:group-hover:bg-gray-700"></div></a><a class="group relative h-full flex items-center font-medium text-gray-600 dark:text-gray-400 hover:text-gray-800 dark:hover:text-gray-300" href="/models/overview">Models<div class="absolute bottom-0 h-[1.5px] w-full group-hover:bg-gray-200 dark:group-hover:bg-gray-700"></div></a><a class="group relative h-full flex items-center font-medium text-gray-600 dark:text-gray-400 hover:text-gray-800 dark:hover:text-gray-300" href="/integrations/overview">Integrations<div class="absolute bottom-0 h-[1.5px] w-full group-hover:bg-gray-200 dark:group-hover:bg-gray-700"></div></a><a class="group relative h-full flex items-center font-medium text-gray-600 dark:text-gray-400 hover:text-gray-800 dark:hover:text-gray-300" href="/troubleshooting/contact-support">Troubleshooting<div class="absolute bottom-0 h-[1.5px] w-full group-hover:bg-gray-200 dark:group-hover:bg-gray-700"></div></a><a class="group relative h-full flex items-center font-medium text-gray-600 dark:text-gray-400 hover:text-gray-800 dark:hover:text-gray-300" href="/release-notes/2025">Releases<div class="absolute bottom-0 h-[1.5px] w-full group-hover:bg-gray-200 dark:group-hover:bg-gray-700"></div></a></div></div></div></div></div><div class="max-w-8xl px-4 mx-auto lg:px-8"><div class="z-20 hidden lg:block fixed bottom-0 right-auto w-[18rem]" id="sidebar" style="top:7rem"><div class="absolute inset-0 z-10 stable-scrollbar-gutter overflow-auto pr-8 pb-10" id="sidebar-content"><div class="relative lg:text-sm lg:leading-6"><div class="sticky top-0 h-8 bg-gradient-to-b from-background-light dark:from-background-dark"></div><div id="navigation-items"><div class=""><h5 class="pl-4 mb-3.5 lg:mb-2.5 font-semibold text-gray-900 dark:text-gray-200">Get started</h5><ul><li id="/guides/get-started/overview" class="relative scroll-m-4 first:scroll-m-20"><a class="group mt-2 lg:mt-0 flex items-center pr-3 py-1.5 cursor-pointer focus:outline-primary dark:focus:outline-primary-light gap-x-3 rounded-xl hover:bg-gray-600/5 dark:hover:bg-gray-200/5 text-gray-700 hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300" style="padding-left:1rem" href="/guides/get-started/overview"><div class="flex-1 flex items-center space-x-2.5"><div>Overview</div></div></a></li><li id="/guides/get-started/quickstart" class="relative scroll-m-4 first:scroll-m-20"><a class="group mt-2 lg:mt-0 flex items-center pr-3 py-1.5 cursor-pointer focus:outline-primary dark:focus:outline-primary-light gap-x-3 rounded-xl hover:bg-gray-600/5 dark:hover:bg-gray-200/5 text-gray-700 hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300" style="padding-left:1rem" href="/guides/get-started/quickstart"><div class="flex-1 flex items-center space-x-2.5"><div>Database quickstart</div></div></a></li><li id="/guides/get-started/assistant-quickstart" class="relative scroll-m-4 first:scroll-m-20"><a class="group mt-2 lg:mt-0 flex items-center pr-3 py-1.5 cursor-pointer focus:outline-primary dark:focus:outline-primary-light gap-x-3 rounded-xl hover:bg-gray-600/5 dark:hover:bg-gray-200/5 text-gray-700 hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300" style="padding-left:1rem" href="/guides/get-started/assistant-quickstart"><div class="flex-1 flex items-center space-x-2.5"><div>Assistant quickstart</div></div></a></li><li id="/guides/get-started/key-features" class="relative scroll-m-4 first:scroll-m-20"><a class="group mt-2 lg:mt-0 flex items-center pr-3 py-1.5 cursor-pointer focus:outline-primary dark:focus:outline-primary-light gap-x-3 rounded-xl hover:bg-gray-600/5 dark:hover:bg-gray-200/5 text-gray-700 hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300" style="padding-left:1rem" href="/guides/get-started/key-features"><div class="flex-1 flex items-center space-x-2.5"><div>Key features</div></div></a></li><li><div class="group mt-2 lg:mt-0 flex items-center pr-3 py-1.5 cursor-pointer focus:outline-primary dark:focus:outline-primary-light gap-x-3 rounded-xl hover:bg-gray-600/5 dark:hover:bg-gray-200/5 text-gray-700 hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300" style="padding-left:1rem"><div class="">Tutorials</div><svg width="8" height="24" viewBox="0 -9 3 24" class="transition-transform text-gray-400 overflow-visible group-hover:text-gray-600 dark:text-gray-600 dark:group-hover:text-gray-400 -mr-0.5"><path d="M0 0L3 3L0 6" fill="none" stroke="currentColor" stroke-width="1.5" stroke-linecap="round"></path></svg></div></li><li id="/guides/get-started/glossary" class="relative scroll-m-4 first:scroll-m-20"><a class="group mt-2 lg:mt-0 flex items-center pr-3 py-1.5 cursor-pointer focus:outline-primary dark:focus:outline-primary-light gap-x-3 rounded-xl hover:bg-gray-600/5 dark:hover:bg-gray-200/5 text-gray-700 hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300" style="padding-left:1rem" href="/guides/get-started/glossary"><div class="flex-1 flex items-center space-x-2.5"><div>Glossary</div></div></a></li></ul></div><div class="mt-12 lg:mt-8"><h5 class="pl-4 mb-3.5 lg:mb-2.5 font-semibold text-gray-900 dark:text-gray-200">Indexes</h5><ul><li id="/guides/indexes/understanding-indexes" class="relative scroll-m-4 first:scroll-m-20"><a class="group mt-2 lg:mt-0 flex items-center pr-3 py-1.5 cursor-pointer focus:outline-primary dark:focus:outline-primary-light gap-x-3 rounded-xl hover:bg-gray-600/5 dark:hover:bg-gray-200/5 text-gray-700 hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300" style="padding-left:1rem" href="/guides/indexes/understanding-indexes"><div class="flex-1 flex items-center space-x-2.5"><div>Understanding indexes</div></div></a></li><li id="/guides/indexes/create-an-index" class="relative scroll-m-4 first:scroll-m-20"><a class="group mt-2 lg:mt-0 flex items-center pr-3 py-1.5 cursor-pointer focus:outline-primary dark:focus:outline-primary-light gap-x-3 rounded-xl hover:bg-gray-600/5 dark:hover:bg-gray-200/5 text-gray-700 hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300" style="padding-left:1rem" href="/guides/indexes/create-an-index"><div class="flex-1 flex items-center space-x-2.5"><div>Create an index</div></div></a></li><li id="/guides/indexes/implement-multitenancy" class="relative scroll-m-4 first:scroll-m-20"><a class="group mt-2 lg:mt-0 flex items-center pr-3 py-1.5 cursor-pointer focus:outline-primary dark:focus:outline-primary-light gap-x-3 rounded-xl hover:bg-gray-600/5 dark:hover:bg-gray-200/5 text-gray-700 hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300" style="padding-left:1rem" href="/guides/indexes/implement-multitenancy"><div class="flex-1 flex items-center space-x-2.5"><div>Implement multitenancy</div></div></a></li><li id="/guides/indexes/manage-indexes" class="relative scroll-m-4 first:scroll-m-20"><a class="group mt-2 lg:mt-0 flex items-center pr-3 py-1.5 cursor-pointer focus:outline-primary dark:focus:outline-primary-light gap-x-3 rounded-xl bg-primary/10 text-primary font-semibold dark:text-primary-light dark:bg-primary-light/10" style="padding-left:1rem" href="/guides/indexes/manage-indexes"><div class="flex-1 flex items-center space-x-2.5"><div>Manage indexes</div></div></a></li><li><div class="group mt-2 lg:mt-0 flex items-center pr-3 py-1.5 cursor-pointer focus:outline-primary dark:focus:outline-primary-light gap-x-3 rounded-xl hover:bg-gray-600/5 dark:hover:bg-gray-200/5 text-gray-700 hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300" style="padding-left:1rem"><div class="">Back up and restore</div><svg width="8" height="24" viewBox="0 -9 3 24" class="transition-transform text-gray-400 overflow-visible group-hover:text-gray-600 dark:text-gray-600 dark:group-hover:text-gray-400 -mr-0.5"><path d="M0 0L3 3L0 6" fill="none" stroke="currentColor" stroke-width="1.5" stroke-linecap="round"></path></svg></div></li><li><div class="group mt-2 lg:mt-0 flex items-center pr-3 py-1.5 cursor-pointer focus:outline-primary dark:focus:outline-primary-light gap-x-3 rounded-xl hover:bg-gray-600/5 dark:hover:bg-gray-200/5 text-gray-700 hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300" style="padding-left:1rem"><div class="">Pod-based indexes</div><svg width="8" height="24" viewBox="0 -9 3 24" class="transition-transform text-gray-400 overflow-visible group-hover:text-gray-600 dark:text-gray-600 dark:group-hover:text-gray-400 -mr-0.5"><path d="M0 0L3 3L0 6" fill="none" stroke="currentColor" stroke-width="1.5" stroke-linecap="round"></path></svg></div></li><li id="/guides/indexes/sparse-indexes" class="relative scroll-m-4 first:scroll-m-20"><a class="group mt-2 lg:mt-0 flex items-center pr-3 py-1.5 cursor-pointer focus:outline-primary dark:focus:outline-primary-light gap-x-3 rounded-xl hover:bg-gray-600/5 dark:hover:bg-gray-200/5 text-gray-700 hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300" style="padding-left:1rem" href="/guides/indexes/sparse-indexes"><div class="flex-1 flex items-center space-x-2.5"><div>Sparse indexes</div></div></a></li></ul></div><div class="mt-12 lg:mt-8"><h5 class="pl-4 mb-3.5 lg:mb-2.5 font-semibold text-gray-900 dark:text-gray-200">Data</h5><ul><li id="/guides/data/upsert-data" class="relative scroll-m-4 first:scroll-m-20"><a class="group mt-2 lg:mt-0 flex items-center pr-3 py-1.5 cursor-pointer focus:outline-primary dark:focus:outline-primary-light gap-x-3 rounded-xl hover:bg-gray-600/5 dark:hover:bg-gray-200/5 text-gray-700 hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300" style="padding-left:1rem" href="/guides/data/upsert-data"><div class="flex-1 flex items-center space-x-2.5"><div>Upsert data</div></div></a></li><li id="/guides/data/query-data" class="relative scroll-m-4 first:scroll-m-20"><a class="group mt-2 lg:mt-0 flex items-center pr-3 py-1.5 cursor-pointer focus:outline-primary dark:focus:outline-primary-light gap-x-3 rounded-xl hover:bg-gray-600/5 dark:hover:bg-gray-200/5 text-gray-700 hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300" style="padding-left:1rem" href="/guides/data/query-data"><div class="flex-1 flex items-center space-x-2.5"><div>Query data</div></div></a></li><li id="/guides/data/fetch-data" class="relative scroll-m-4 first:scroll-m-20"><a class="group mt-2 lg:mt-0 flex items-center pr-3 py-1.5 cursor-pointer focus:outline-primary dark:focus:outline-primary-light gap-x-3 rounded-xl hover:bg-gray-600/5 dark:hover:bg-gray-200/5 text-gray-700 hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300" style="padding-left:1rem" href="/guides/data/fetch-data"><div class="flex-1 flex items-center space-x-2.5"><div>Fetch data</div></div></a></li><li id="/guides/data/update-data" class="relative scroll-m-4 first:scroll-m-20"><a class="group mt-2 lg:mt-0 flex items-center pr-3 py-1.5 cursor-pointer focus:outline-primary dark:focus:outline-primary-light gap-x-3 rounded-xl hover:bg-gray-600/5 dark:hover:bg-gray-200/5 text-gray-700 hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300" style="padding-left:1rem" href="/guides/data/update-data"><div class="flex-1 flex items-center space-x-2.5"><div>Update data</div></div></a></li><li id="/guides/data/delete-data" class="relative scroll-m-4 first:scroll-m-20"><a class="group mt-2 lg:mt-0 flex items-center pr-3 py-1.5 cursor-pointer focus:outline-primary dark:focus:outline-primary-light gap-x-3 rounded-xl hover:bg-gray-600/5 dark:hover:bg-gray-200/5 text-gray-700 hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300" style="padding-left:1rem" href="/guides/data/delete-data"><div class="flex-1 flex items-center space-x-2.5"><div>Delete data</div></div></a></li><li><div class="group mt-2 lg:mt-0 flex items-center pr-3 py-1.5 cursor-pointer focus:outline-primary dark:focus:outline-primary-light gap-x-3 rounded-xl hover:bg-gray-600/5 dark:hover:bg-gray-200/5 text-gray-700 hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300" style="padding-left:1rem"><div class="">Import data</div><svg width="8" height="24" viewBox="0 -9 3 24" class="transition-transform text-gray-400 overflow-visible group-hover:text-gray-600 dark:text-gray-600 dark:group-hover:text-gray-400 -mr-0.5"><path d="M0 0L3 3L0 6" fill="none" stroke="currentColor" stroke-width="1.5" stroke-linecap="round"></path></svg></div></li><li id="/guides/data/list-record-ids" class="relative scroll-m-4 first:scroll-m-20"><a class="group mt-2 lg:mt-0 flex items-center pr-3 py-1.5 cursor-pointer focus:outline-primary dark:focus:outline-primary-light gap-x-3 rounded-xl hover:bg-gray-600/5 dark:hover:bg-gray-200/5 text-gray-700 hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300" style="padding-left:1rem" href="/guides/data/list-record-ids"><div class="flex-1 flex items-center space-x-2.5"><div>List record IDs</div></div></a></li><li id="/guides/data/target-an-index" class="relative scroll-m-4 first:scroll-m-20"><a class="group mt-2 lg:mt-0 flex items-center pr-3 py-1.5 cursor-pointer focus:outline-primary dark:focus:outline-primary-light gap-x-3 rounded-xl hover:bg-gray-600/5 dark:hover:bg-gray-200/5 text-gray-700 hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300" style="padding-left:1rem" href="/guides/data/target-an-index"><div class="flex-1 flex items-center space-x-2.5"><div>Target an index</div></div></a></li><li id="/guides/data/understanding-metadata" class="relative scroll-m-4 first:scroll-m-20"><a class="group mt-2 lg:mt-0 flex items-center pr-3 py-1.5 cursor-pointer focus:outline-primary dark:focus:outline-primary-light gap-x-3 rounded-xl hover:bg-gray-600/5 dark:hover:bg-gray-200/5 text-gray-700 hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300" style="padding-left:1rem" href="/guides/data/understanding-metadata"><div class="flex-1 flex items-center space-x-2.5"><div>Understanding metadata</div></div></a></li><li id="/guides/data/manage-rag-documents" class="relative scroll-m-4 first:scroll-m-20"><a class="group mt-2 lg:mt-0 flex items-center pr-3 py-1.5 cursor-pointer focus:outline-primary dark:focus:outline-primary-light gap-x-3 rounded-xl hover:bg-gray-600/5 dark:hover:bg-gray-200/5 text-gray-700 hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300" style="padding-left:1rem" href="/guides/data/manage-rag-documents"><div class="flex-1 flex items-center space-x-2.5"><div>Manage RAG documents</div></div></a></li><li><div class="group mt-2 lg:mt-0 flex items-center pr-3 py-1.5 cursor-pointer focus:outline-primary dark:focus:outline-primary-light gap-x-3 rounded-xl hover:bg-gray-600/5 dark:hover:bg-gray-200/5 text-gray-700 hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300" style="padding-left:1rem"><div class="">Data freshness</div><svg width="8" height="24" viewBox="0 -9 3 24" class="transition-transform text-gray-400 overflow-visible group-hover:text-gray-600 dark:text-gray-600 dark:group-hover:text-gray-400 -mr-0.5"><path d="M0 0L3 3L0 6" fill="none" stroke="currentColor" stroke-width="1.5" stroke-linecap="round"></path></svg></div></li><li><div class="group mt-2 lg:mt-0 flex items-center pr-3 py-1.5 cursor-pointer focus:outline-primary dark:focus:outline-primary-light gap-x-3 rounded-xl hover:bg-gray-600/5 dark:hover:bg-gray-200/5 text-gray-700 hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300" style="padding-left:1rem"><div class="">Hybrid search and sparse vectors</div><svg width="8" height="24" viewBox="0 -9 3 24" class="transition-transform text-gray-400 overflow-visible group-hover:text-gray-600 dark:text-gray-600 dark:group-hover:text-gray-400 -mr-0.5"><path d="M0 0L3 3L0 6" fill="none" stroke="currentColor" stroke-width="1.5" stroke-linecap="round"></path></svg></div></li></ul></div><div class="mt-12 lg:mt-8"><h5 class="pl-4 mb-3.5 lg:mb-2.5 font-semibold text-gray-900 dark:text-gray-200">Inference</h5><ul><li id="/guides/inference/understanding-inference" class="relative scroll-m-4 first:scroll-m-20"><a class="group mt-2 lg:mt-0 flex items-center pr-3 py-1.5 cursor-pointer focus:outline-primary dark:focus:outline-primary-light gap-x-3 rounded-xl hover:bg-gray-600/5 dark:hover:bg-gray-200/5 text-gray-700 hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300" style="padding-left:1rem" href="/guides/inference/understanding-inference"><div class="flex-1 flex items-center space-x-2.5"><div>Understanding Pinecone Inference</div></div></a></li><li id="/guides/inference/generate-embeddings" class="relative scroll-m-4 first:scroll-m-20"><a class="group mt-2 lg:mt-0 flex items-center pr-3 py-1.5 cursor-pointer focus:outline-primary dark:focus:outline-primary-light gap-x-3 rounded-xl hover:bg-gray-600/5 dark:hover:bg-gray-200/5 text-gray-700 hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300" style="padding-left:1rem" href="/guides/inference/generate-embeddings"><div class="flex-1 flex items-center space-x-2.5"><div>Embed data</div></div></a></li><li id="/guides/inference/rerank" class="relative scroll-m-4 first:scroll-m-20"><a class="group mt-2 lg:mt-0 flex items-center pr-3 py-1.5 cursor-pointer focus:outline-primary dark:focus:outline-primary-light gap-x-3 rounded-xl hover:bg-gray-600/5 dark:hover:bg-gray-200/5 text-gray-700 hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300" style="padding-left:1rem" href="/guides/inference/rerank"><div class="flex-1 flex items-center space-x-2.5"><div>Rerank documents</div></div></a></li><li id="/guides/inference/integrated-inference" class="relative scroll-m-4 first:scroll-m-20"><a class="group mt-2 lg:mt-0 flex items-center pr-3 py-1.5 cursor-pointer focus:outline-primary dark:focus:outline-primary-light gap-x-3 rounded-xl hover:bg-gray-600/5 dark:hover:bg-gray-200/5 text-gray-700 hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300" style="padding-left:1rem" href="/guides/inference/integrated-inference"><div class="flex-1 flex items-center space-x-2.5"><div>Upsert and search with integrated inference</div></div></a></li></ul></div><div class="mt-12 lg:mt-8"><h5 class="pl-4 mb-3.5 lg:mb-2.5 font-semibold text-gray-900 dark:text-gray-200">Assistant</h5><ul><li id="/guides/assistant/understanding-assistant" class="relative scroll-m-4 first:scroll-m-20"><a class="group mt-2 lg:mt-0 flex items-center pr-3 py-1.5 cursor-pointer focus:outline-primary dark:focus:outline-primary-light gap-x-3 rounded-xl hover:bg-gray-600/5 dark:hover:bg-gray-200/5 text-gray-700 hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300" style="padding-left:1rem" href="/guides/assistant/understanding-assistant"><div class="flex-1 flex items-center space-x-2.5"><div>Understanding Pinecone Assistant</div></div></a></li><li id="/guides/assistant/create-assistant" class="relative scroll-m-4 first:scroll-m-20"><a class="group mt-2 lg:mt-0 flex items-center pr-3 py-1.5 cursor-pointer focus:outline-primary dark:focus:outline-primary-light gap-x-3 rounded-xl hover:bg-gray-600/5 dark:hover:bg-gray-200/5 text-gray-700 hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300" style="padding-left:1rem" href="/guides/assistant/create-assistant"><div class="flex-1 flex items-center space-x-2.5"><div>Create an assistant</div></div></a></li><li id="/guides/assistant/manage-files" class="relative scroll-m-4 first:scroll-m-20"><a class="group mt-2 lg:mt-0 flex items-center pr-3 py-1.5 cursor-pointer focus:outline-primary dark:focus:outline-primary-light gap-x-3 rounded-xl hover:bg-gray-600/5 dark:hover:bg-gray-200/5 text-gray-700 hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300" style="padding-left:1rem" href="/guides/assistant/manage-files"><div class="flex-1 flex items-center space-x-2.5"><div>Manage files</div></div></a></li><li id="/guides/assistant/chat-with-assistant" class="relative scroll-m-4 first:scroll-m-20"><a class="group mt-2 lg:mt-0 flex items-center pr-3 py-1.5 cursor-pointer focus:outline-primary dark:focus:outline-primary-light gap-x-3 rounded-xl hover:bg-gray-600/5 dark:hover:bg-gray-200/5 text-gray-700 hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300" style="padding-left:1rem" href="/guides/assistant/chat-with-assistant"><div class="flex-1 flex items-center space-x-2.5"><div>Chat with an assistant</div></div></a></li><li id="/guides/assistant/manage-assistants" class="relative scroll-m-4 first:scroll-m-20"><a class="group mt-2 lg:mt-0 flex items-center pr-3 py-1.5 cursor-pointer focus:outline-primary dark:focus:outline-primary-light gap-x-3 rounded-xl hover:bg-gray-600/5 dark:hover:bg-gray-200/5 text-gray-700 hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300" style="padding-left:1rem" href="/guides/assistant/manage-assistants"><div class="flex-1 flex items-center space-x-2.5"><div>Manage assistants</div></div></a></li><li><div class="group mt-2 lg:mt-0 flex items-center pr-3 py-1.5 cursor-pointer focus:outline-primary dark:focus:outline-primary-light gap-x-3 rounded-xl hover:bg-gray-600/5 dark:hover:bg-gray-200/5 text-gray-700 hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300" style="padding-left:1rem"><div class="">Evaluate answers</div><svg width="8" height="24" viewBox="0 -9 3 24" class="transition-transform text-gray-400 overflow-visible group-hover:text-gray-600 dark:text-gray-600 dark:group-hover:text-gray-400 -mr-0.5"><path d="M0 0L3 3L0 6" fill="none" stroke="currentColor" stroke-width="1.5" stroke-linecap="round"></path></svg></div></li><li><div class="group mt-2 lg:mt-0 flex items-center pr-3 py-1.5 cursor-pointer focus:outline-primary dark:focus:outline-primary-light gap-x-3 rounded-xl hover:bg-gray-600/5 dark:hover:bg-gray-200/5 text-gray-700 hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300" style="padding-left:1rem"><div class="">Retrieve context snippets</div><svg width="8" height="24" viewBox="0 -9 3 24" class="transition-transform text-gray-400 overflow-visible group-hover:text-gray-600 dark:text-gray-600 dark:group-hover:text-gray-400 -mr-0.5"><path d="M0 0L3 3L0 6" fill="none" stroke="currentColor" stroke-width="1.5" stroke-linecap="round"></path></svg></div></li></ul></div><div class="mt-12 lg:mt-8"><h5 class="pl-4 mb-3.5 lg:mb-2.5 font-semibold text-gray-900 dark:text-gray-200">Operations</h5><ul><li id="/guides/operations/local-development" class="relative scroll-m-4 first:scroll-m-20"><a class="group mt-2 lg:mt-0 flex items-center pr-3 py-1.5 cursor-pointer focus:outline-primary dark:focus:outline-primary-light gap-x-3 rounded-xl hover:bg-gray-600/5 dark:hover:bg-gray-200/5 text-gray-700 hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300" style="padding-left:1rem" href="/guides/operations/local-development"><div class="flex-1 flex items-center space-x-2.5"><div>Local development</div></div></a></li><li id="/guides/operations/automated-testing" class="relative scroll-m-4 first:scroll-m-20"><a class="group mt-2 lg:mt-0 flex items-center pr-3 py-1.5 cursor-pointer focus:outline-primary dark:focus:outline-primary-light gap-x-3 rounded-xl hover:bg-gray-600/5 dark:hover:bg-gray-200/5 text-gray-700 hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300" style="padding-left:1rem" href="/guides/operations/automated-testing"><div class="flex-1 flex items-center space-x-2.5"><div>Automated testing</div></div></a></li><li id="/guides/operations/move-to-production" class="relative scroll-m-4 first:scroll-m-20"><a class="group mt-2 lg:mt-0 flex items-center pr-3 py-1.5 cursor-pointer focus:outline-primary dark:focus:outline-primary-light gap-x-3 rounded-xl hover:bg-gray-600/5 dark:hover:bg-gray-200/5 text-gray-700 hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300" style="padding-left:1rem" href="/guides/operations/move-to-production"><div class="flex-1 flex items-center space-x-2.5"><div>Move to production</div></div></a></li><li id="/guides/operations/performance-tuning" class="relative scroll-m-4 first:scroll-m-20"><a class="group mt-2 lg:mt-0 flex items-center pr-3 py-1.5 cursor-pointer focus:outline-primary dark:focus:outline-primary-light gap-x-3 rounded-xl hover:bg-gray-600/5 dark:hover:bg-gray-200/5 text-gray-700 hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300" style="padding-left:1rem" href="/guides/operations/performance-tuning"><div class="flex-1 flex items-center space-x-2.5"><div>Performance tuning</div></div></a></li><li><div class="group mt-2 lg:mt-0 flex items-center pr-3 py-1.5 cursor-pointer focus:outline-primary dark:focus:outline-primary-light gap-x-3 rounded-xl hover:bg-gray-600/5 dark:hover:bg-gray-200/5 text-gray-700 hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300" style="padding-left:1rem"><div class="">Security</div><svg width="8" height="24" viewBox="0 -9 3 24" class="transition-transform text-gray-400 overflow-visible group-hover:text-gray-600 dark:text-gray-600 dark:group-hover:text-gray-400 -mr-0.5"><path d="M0 0L3 3L0 6" fill="none" stroke="currentColor" stroke-width="1.5" stroke-linecap="round"></path></svg></div></li><li><div class="group mt-2 lg:mt-0 flex items-center pr-3 py-1.5 cursor-pointer focus:outline-primary dark:focus:outline-primary-light gap-x-3 rounded-xl hover:bg-gray-600/5 dark:hover:bg-gray-200/5 text-gray-700 hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300" style="padding-left:1rem"><div class="">Integrate with cloud storage</div><svg width="8" height="24" viewBox="0 -9 3 24" class="transition-transform text-gray-400 overflow-visible group-hover:text-gray-600 dark:text-gray-600 dark:group-hover:text-gray-400 -mr-0.5"><path d="M0 0L3 3L0 6" fill="none" stroke="currentColor" stroke-width="1.5" stroke-linecap="round"></path></svg></div></li><li id="/guides/operations/monitoring" class="relative scroll-m-4 first:scroll-m-20"><a class="group mt-2 lg:mt-0 flex items-center pr-3 py-1.5 cursor-pointer focus:outline-primary dark:focus:outline-primary-light gap-x-3 rounded-xl hover:bg-gray-600/5 dark:hover:bg-gray-200/5 text-gray-700 hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300" style="padding-left:1rem" href="/guides/operations/monitoring"><div class="flex-1 flex items-center space-x-2.5"><div>Monitoring</div></div></a></li></ul></div><div class="mt-12 lg:mt-8"><h5 class="pl-4 mb-3.5 lg:mb-2.5 font-semibold text-gray-900 dark:text-gray-200">Organizations</h5><ul><li id="/guides/organizations/understanding-organizations" class="relative scroll-m-4 first:scroll-m-20"><a class="group mt-2 lg:mt-0 flex items-center pr-3 py-1.5 cursor-pointer focus:outline-primary dark:focus:outline-primary-light gap-x-3 rounded-xl hover:bg-gray-600/5 dark:hover:bg-gray-200/5 text-gray-700 hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300" style="padding-left:1rem" href="/guides/organizations/understanding-organizations"><div class="flex-1 flex items-center space-x-2.5"><div>Understanding organizations</div></div></a></li><li><div class="group mt-2 lg:mt-0 flex items-center pr-3 py-1.5 cursor-pointer focus:outline-primary dark:focus:outline-primary-light gap-x-3 rounded-xl hover:bg-gray-600/5 dark:hover:bg-gray-200/5 text-gray-700 hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300" style="padding-left:1rem"><div class="">Manage billing</div><svg width="8" height="24" viewBox="0 -9 3 24" class="transition-transform text-gray-400 overflow-visible group-hover:text-gray-600 dark:text-gray-600 dark:group-hover:text-gray-400 -mr-0.5"><path d="M0 0L3 3L0 6" fill="none" stroke="currentColor" stroke-width="1.5" stroke-linecap="round"></path></svg></div></li><li><div class="group mt-2 lg:mt-0 flex items-center pr-3 py-1.5 cursor-pointer focus:outline-primary dark:focus:outline-primary-light gap-x-3 rounded-xl hover:bg-gray-600/5 dark:hover:bg-gray-200/5 text-gray-700 hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300" style="padding-left:1rem"><div class="">Manage cost</div><svg width="8" height="24" viewBox="0 -9 3 24" class="transition-transform text-gray-400 overflow-visible group-hover:text-gray-600 dark:text-gray-600 dark:group-hover:text-gray-400 -mr-0.5"><path d="M0 0L3 3L0 6" fill="none" stroke="currentColor" stroke-width="1.5" stroke-linecap="round"></path></svg></div></li><li id="/guides/organizations/manage-organization-members" class="relative scroll-m-4 first:scroll-m-20"><a class="group mt-2 lg:mt-0 flex items-center pr-3 py-1.5 cursor-pointer focus:outline-primary dark:focus:outline-primary-light gap-x-3 rounded-xl hover:bg-gray-600/5 dark:hover:bg-gray-200/5 text-gray-700 hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300" style="padding-left:1rem" href="/guides/organizations/manage-organization-members"><div class="flex-1 flex items-center space-x-2.5"><div>Manage organization members</div></div></a></li></ul></div><div class="mt-12 lg:mt-8"><h5 class="pl-4 mb-3.5 lg:mb-2.5 font-semibold text-gray-900 dark:text-gray-200">Projects</h5><ul><li id="/guides/projects/understanding-projects" class="relative scroll-m-4 first:scroll-m-20"><a class="group mt-2 lg:mt-0 flex items-center pr-3 py-1.5 cursor-pointer focus:outline-primary dark:focus:outline-primary-light gap-x-3 rounded-xl hover:bg-gray-600/5 dark:hover:bg-gray-200/5 text-gray-700 hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300" style="padding-left:1rem" href="/guides/projects/understanding-projects"><div class="flex-1 flex items-center space-x-2.5"><div>Understanding projects</div></div></a></li><li id="/guides/projects/create-a-project" class="relative scroll-m-4 first:scroll-m-20"><a class="group mt-2 lg:mt-0 flex items-center pr-3 py-1.5 cursor-pointer focus:outline-primary dark:focus:outline-primary-light gap-x-3 rounded-xl hover:bg-gray-600/5 dark:hover:bg-gray-200/5 text-gray-700 hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300" style="padding-left:1rem" href="/guides/projects/create-a-project"><div class="flex-1 flex items-center space-x-2.5"><div>Create a project</div></div></a></li><li id="/guides/projects/manage-api-keys" class="relative scroll-m-4 first:scroll-m-20"><a class="group mt-2 lg:mt-0 flex items-center pr-3 py-1.5 cursor-pointer focus:outline-primary dark:focus:outline-primary-light gap-x-3 rounded-xl hover:bg-gray-600/5 dark:hover:bg-gray-200/5 text-gray-700 hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300" style="padding-left:1rem" href="/guides/projects/manage-api-keys"><div class="flex-1 flex items-center space-x-2.5"><div>Manage API keys</div></div></a></li><li id="/guides/projects/manage-project-members" class="relative scroll-m-4 first:scroll-m-20"><a class="group mt-2 lg:mt-0 flex items-center pr-3 py-1.5 cursor-pointer focus:outline-primary dark:focus:outline-primary-light gap-x-3 rounded-xl hover:bg-gray-600/5 dark:hover:bg-gray-200/5 text-gray-700 hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300" style="padding-left:1rem" href="/guides/projects/manage-project-members"><div class="flex-1 flex items-center space-x-2.5"><div>Manage project members</div></div></a></li><li id="/guides/projects/manage-projects" class="relative scroll-m-4 first:scroll-m-20"><a class="group mt-2 lg:mt-0 flex items-center pr-3 py-1.5 cursor-pointer focus:outline-primary dark:focus:outline-primary-light gap-x-3 rounded-xl hover:bg-gray-600/5 dark:hover:bg-gray-200/5 text-gray-700 hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300" style="padding-left:1rem" href="/guides/projects/manage-projects"><div class="flex-1 flex items-center space-x-2.5"><div>Manage projects</div></div></a></li></ul></div></div></div></div></div><div class="" id="content-container"><div class="flex flex-row gap-12 box-border w-full pt-40 lg:pt-10"><div class="relative grow box-border flex-col w-full mx-auto px-1 lg:pl-[23.7rem] lg:-ml-12 xl:w-[calc(100%-28rem)]" id="content-area"><header id="header" class="relative"><div class="mt-0.5 space-y-2.5"><div class="eyebrow h-5 text-primary dark:text-primary-light text-sm font-semibold">Indexes</div><div class="flex items-center"><h1 class="inline-block text-2xl sm:text-3xl font-bold text-gray-900 tracking-tight dark:text-gray-200">Manage serverless indexes</h1></div></div></header><div class="flex flex-col gap-8"></div><div class="relative mt-8 prose prose-gray dark:prose-invert"><p>This page shows you how to manage your existing serverless indexes.</p> <p>For guidance on pod-based indexes, see <a href="/guides/indexes/pods/manage-pod-based-indexes">Manage pod-based indexes</a>.</p> <h2 class="flex whitespace-pre-wrap group font-semibold" id="list-indexes"><div class="absolute"><a href="#list-indexes" class="-ml-10 flex items-center opacity-0 border-0 group-hover:opacity-100" aria-label="Navigate to header"><div class="w-6 h-6 text-gray-400 rounded-md flex items-center justify-center zinc-box bg-white ring-1 ring-gray-400/30 dark:ring-gray-700/25 hover:ring-gray-400/60 dark:hover:ring-white/20"><svg xmlns="http://www.w3.org/2000/svg" fill="gray" height="12px" viewBox="0 0 576 512"><path d="M0 256C0 167.6 71.6 96 160 96h72c13.3 0 24 10.7 24 24s-10.7 24-24 24H160C98.1 144 48 194.1 48 256s50.1 112 112 112h72c13.3 0 24 10.7 24 24s-10.7 24-24 24H160C71.6 416 0 344.4 0 256zm576 0c0 88.4-71.6 160-160 160H344c-13.3 0-24-10.7-24-24s10.7-24 24-24h72c61.9 0 112-50.1 112-112s-50.1-112-112-112H344c-13.3 0-24-10.7-24-24s10.7-24 24-24h72c88.4 0 160 71.6 160 160zM184 232H392c13.3 0 24 10.7 24 24s-10.7 24-24 24H184c-13.3 0-24-10.7-24-24s10.7-24 24-24z"></path></svg></div></a></div><span class="cursor-pointer">List indexes</span></h2> <p>Use the <a href="/reference/api/2024-10/control-plane/list_indexes"><code>list_indexes</code></a> operation to get a complete description of all indexes in a project:</p> <button type="button" aria-hidden="true" style="position:fixed;top:1px;left:1px;width:1px;height:0;padding:0;margin:-1px;overflow:hidden;clip:rect(0, 0, 0, 0);white-space:nowrap;border-width:0"></button><div class="mt-5 mb-8 flex flex-col not-prose relative overflow-hidden rounded-2xl dark:border-gray-800/50 bg-[#0F1117] border border-transparent dark:bg-codeblock text-gray-50 codeblock-dark"><div class="relative border-b border-gray-900/80 bg-[#0F1117] dark:bg-codeblock"><div class="text-xs leading-6 rounded-t-xl flex overflow-x-auto overflow-y-hidden mr-12 scrollbar-thin scrollbar-thumb-rounded scrollbar-thumb-white/20 dark:scrollbar-thumb-white/20 hover:scrollbar-thumb-white/25 dark:hover:scrollbar-thumb-white/25 active:scrollbar-thumb-white/25 dark:active:scrollbar-thumb-white/25" role="tablist" aria-orientation="horizontal"><button class="group flex items-center relative px-2 pt-2.5 pb-2 outline-none whitespace-nowrap font-medium text-primary-light" id="headlessui-tabs-tab-:Rlgimpkql6:" role="tab" type="button" aria-selected="true" tabindex="0" data-headlessui-state="selected"><div class="px-2 rounded-lg z-10 group-hover:bg-gray-700/60 group-hover:text-primary-light">Python</div><div class="absolute inset-0 border-b pointer-events-none border-primary dark:border-primary-light"></div></button><button class="group flex items-center relative px-2 pt-2.5 pb-2 outline-none whitespace-nowrap font-medium text-gray-400" id="headlessui-tabs-tab-:R15gimpkql6:" role="tab" type="button" aria-selected="false" tabindex="-1" data-headlessui-state=""><div class="px-2 rounded-lg z-10 group-hover:bg-gray-700/60 group-hover:text-primary-light">JavaScript</div></button><button class="group flex items-center relative px-2 pt-2.5 pb-2 outline-none whitespace-nowrap font-medium text-gray-400" id="headlessui-tabs-tab-:R1lgimpkql6:" role="tab" type="button" aria-selected="false" tabindex="-1" data-headlessui-state=""><div class="px-2 rounded-lg z-10 group-hover:bg-gray-700/60 group-hover:text-primary-light">Java</div></button><button class="group flex items-center relative px-2 pt-2.5 pb-2 outline-none whitespace-nowrap font-medium text-gray-400" id="headlessui-tabs-tab-:R25gimpkql6:" role="tab" type="button" aria-selected="false" tabindex="-1" data-headlessui-state=""><div class="px-2 rounded-lg z-10 group-hover:bg-gray-700/60 group-hover:text-primary-light">Go</div></button><button class="group flex items-center relative px-2 pt-2.5 pb-2 outline-none whitespace-nowrap font-medium text-gray-400" id="headlessui-tabs-tab-:R2lgimpkql6:" role="tab" type="button" aria-selected="false" tabindex="-1" data-headlessui-state=""><div class="px-2 rounded-lg z-10 group-hover:bg-gray-700/60 group-hover:text-primary-light">C#</div></button><button class="group flex items-center relative px-2 pt-2.5 pb-2 outline-none whitespace-nowrap font-medium text-gray-400" id="headlessui-tabs-tab-:R35gimpkql6:" role="tab" type="button" aria-selected="false" tabindex="-1" data-headlessui-state=""><div class="px-2 rounded-lg z-10 group-hover:bg-gray-700/60 group-hover:text-primary-light">curl</div></button></div><div class="flex h-full absolute top-0 pr-4 right-0 rounded-tr z-10"><div class="flex items-center justify-center h-[42px]"></div></div></div><div class="flex flex-1 overflow-hidden"><div class="relative min-w-full w-full transition-[height] duration-300 ease-in-out" style="font-variant-ligatures:none;height:auto" id="headlessui-tabs-panel-:R6gimpkql6:" role="tabpanel" tabindex="0" data-headlessui-state="selected"><div class="flex-none p-5 overflow-x-auto text-sm h-full scrollbar-thin scrollbar-thumb-rounded scrollbar-thumb-white/20 dark:scrollbar-thumb-white/20 hover:scrollbar-thumb-white/25 dark:hover:scrollbar-thumb-white/25 active:scrollbar-thumb-white/25 dark:active:scrollbar-thumb-white/25 leading-6"><pre class="language-python"><code class="language-Python"><span class=""><span class="token keyword">from</span> pinecone<span class="token punctuation">.</span>grpc <span class="token keyword">import</span> PineconeGRPC <span class="token keyword">as</span> Pinecone</span>  <span class="">pc <span class="token operator">=</span> Pinecone<span class="token punctuation">(</span>api_key<span class="token operator">=</span><span class="token string">"YOUR_API_KEY"</span><span class="token punctuation">)</span></span>  <span class="">index_list <span class="token operator">=</span> pc<span class="token punctuation">.</span>list_indexes<span class="token punctuation">(</span><span class="token punctuation">)</span></span>  <span class=""><span class="token keyword">print</span><span class="token punctuation">(</span>index_list<span class="token punctuation">)</span></span> </code></pre></div></div><span id="headlessui-tabs-panel-:Ragimpkql6:" role="tabpanel" tabindex="-1" style="position:fixed;top:1px;left:1px;width:1px;height:0;padding:0;margin:-1px;overflow:hidden;clip:rect(0, 0, 0, 0);white-space:nowrap;border-width:0"></span><span id="headlessui-tabs-panel-:Regimpkql6:" role="tabpanel" tabindex="-1" style="position:fixed;top:1px;left:1px;width:1px;height:0;padding:0;margin:-1px;overflow:hidden;clip:rect(0, 0, 0, 0);white-space:nowrap;border-width:0"></span><span id="headlessui-tabs-panel-:Rigimpkql6:" role="tabpanel" tabindex="-1" style="position:fixed;top:1px;left:1px;width:1px;height:0;padding:0;margin:-1px;overflow:hidden;clip:rect(0, 0, 0, 0);white-space:nowrap;border-width:0"></span><span id="headlessui-tabs-panel-:Rmgimpkql6:" role="tabpanel" tabindex="-1" style="position:fixed;top:1px;left:1px;width:1px;height:0;padding:0;margin:-1px;overflow:hidden;clip:rect(0, 0, 0, 0);white-space:nowrap;border-width:0"></span><span id="headlessui-tabs-panel-:Rqgimpkql6:" role="tabpanel" tabindex="-1" style="position:fixed;top:1px;left:1px;width:1px;height:0;padding:0;margin:-1px;overflow:hidden;clip:rect(0, 0, 0, 0);white-space:nowrap;border-width:0"></span></div></div> <p>The response will look like this:</p> <button type="button" aria-hidden="true" style="position:fixed;top:1px;left:1px;width:1px;height:0;padding:0;margin:-1px;overflow:hidden;clip:rect(0, 0, 0, 0);white-space:nowrap;border-width:0"></button><div class="mt-5 mb-8 flex flex-col not-prose relative overflow-hidden rounded-2xl dark:border-gray-800/50 bg-[#0F1117] border border-transparent dark:bg-codeblock text-gray-50 codeblock-dark"><div class="relative border-b border-gray-900/80 bg-[#0F1117] dark:bg-codeblock"><div class="text-xs leading-6 rounded-t-xl flex overflow-x-auto overflow-y-hidden mr-12 scrollbar-thin scrollbar-thumb-rounded scrollbar-thumb-white/20 dark:scrollbar-thumb-white/20 hover:scrollbar-thumb-white/25 dark:hover:scrollbar-thumb-white/25 active:scrollbar-thumb-white/25 dark:active:scrollbar-thumb-white/25" role="tablist" aria-orientation="horizontal"><button class="group flex items-center relative px-2 pt-2.5 pb-2 outline-none whitespace-nowrap font-medium text-primary-light" id="headlessui-tabs-tab-:Rlgqmpkql6:" role="tab" type="button" aria-selected="true" tabindex="0" data-headlessui-state="selected"><div class="px-2 rounded-lg z-10 group-hover:bg-gray-700/60 group-hover:text-primary-light">Python</div><div class="absolute inset-0 border-b pointer-events-none border-primary dark:border-primary-light"></div></button><button class="group flex items-center relative px-2 pt-2.5 pb-2 outline-none whitespace-nowrap font-medium text-gray-400" id="headlessui-tabs-tab-:R15gqmpkql6:" role="tab" type="button" aria-selected="false" tabindex="-1" data-headlessui-state=""><div class="px-2 rounded-lg z-10 group-hover:bg-gray-700/60 group-hover:text-primary-light">JavaScript</div></button><button class="group flex items-center relative px-2 pt-2.5 pb-2 outline-none whitespace-nowrap font-medium text-gray-400" id="headlessui-tabs-tab-:R1lgqmpkql6:" role="tab" type="button" aria-selected="false" tabindex="-1" data-headlessui-state=""><div class="px-2 rounded-lg z-10 group-hover:bg-gray-700/60 group-hover:text-primary-light">Java</div></button><button class="group flex items-center relative px-2 pt-2.5 pb-2 outline-none whitespace-nowrap font-medium text-gray-400" id="headlessui-tabs-tab-:R25gqmpkql6:" role="tab" type="button" aria-selected="false" tabindex="-1" data-headlessui-state=""><div class="px-2 rounded-lg z-10 group-hover:bg-gray-700/60 group-hover:text-primary-light">Go</div></button><button class="group flex items-center relative px-2 pt-2.5 pb-2 outline-none whitespace-nowrap font-medium text-gray-400" id="headlessui-tabs-tab-:R2lgqmpkql6:" role="tab" type="button" aria-selected="false" tabindex="-1" data-headlessui-state=""><div class="px-2 rounded-lg z-10 group-hover:bg-gray-700/60 group-hover:text-primary-light">C#</div></button><button class="group flex items-center relative px-2 pt-2.5 pb-2 outline-none whitespace-nowrap font-medium text-gray-400" id="headlessui-tabs-tab-:R35gqmpkql6:" role="tab" type="button" aria-selected="false" tabindex="-1" data-headlessui-state=""><div class="px-2 rounded-lg z-10 group-hover:bg-gray-700/60 group-hover:text-primary-light">curl</div></button></div><div class="flex h-full absolute top-0 pr-4 right-0 rounded-tr z-10"><div class="flex items-center justify-center h-[42px]"></div></div></div><div class="flex flex-1 overflow-hidden"><div class="relative min-w-full w-full transition-[height] duration-300 ease-in-out" style="font-variant-ligatures:none;height:auto" id="headlessui-tabs-panel-:R6gqmpkql6:" role="tabpanel" tabindex="0" data-headlessui-state="selected"><div class="flex-none p-5 overflow-x-auto text-sm h-full scrollbar-thin scrollbar-thumb-rounded scrollbar-thumb-white/20 dark:scrollbar-thumb-white/20 hover:scrollbar-thumb-white/25 dark:hover:scrollbar-thumb-white/25 active:scrollbar-thumb-white/25 dark:active:scrollbar-thumb-white/25 leading-6"><pre class="language-python"><code class="language-python"><span class=""><span class="token punctuation">[</span><span class="token punctuation">{</span></span> <span class=""> <span class="token string">"name"</span><span class="token punctuation">:</span> <span class="token string">"example-index1"</span><span class="token punctuation">,</span></span> <span class=""> <span class="token string">"metric"</span><span class="token punctuation">:</span> <span class="token string">"cosine"</span><span class="token punctuation">,</span></span> <span class=""> <span class="token string">"host"</span><span class="token punctuation">:</span> <span class="token string">"example-index1-govk0nt.svc.aped-4627-b74a.pinecone.io"</span><span class="token punctuation">,</span></span> <span class=""> <span class="token string">"spec"</span><span class="token punctuation">:</span> <span class="token punctuation">{</span></span> <span class=""> <span class="token string">"serverless"</span><span class="token punctuation">:</span> <span class="token punctuation">{</span></span> <span class=""> <span class="token string">"cloud"</span><span class="token punctuation">:</span> <span class="token string">"aws"</span><span class="token punctuation">,</span></span> <span class=""> <span class="token string">"region"</span><span class="token punctuation">:</span> <span class="token string">"us-east-1"</span></span> <span class=""> <span class="token punctuation">}</span></span> <span class=""> <span class="token punctuation">}</span><span class="token punctuation">,</span></span> <span class=""> <span class="token string">"status"</span><span class="token punctuation">:</span> <span class="token punctuation">{</span></span> <span class=""> <span class="token string">"ready"</span><span class="token punctuation">:</span> true<span class="token punctuation">,</span></span> <span class=""> <span class="token string">"state"</span><span class="token punctuation">:</span> <span class="token string">"Ready"</span></span> <span class=""> <span class="token punctuation">}</span><span class="token punctuation">,</span></span> <span class=""> <span class="token string">"vector_type"</span><span class="token punctuation">:</span> <span class="token string">"dense"</span><span class="token punctuation">,</span></span> <span class=""> <span class="token string">"dimension"</span><span class="token punctuation">:</span> <span class="token number">1536</span><span class="token punctuation">,</span></span> <span class=""> <span class="token string">"deletion_protection"</span><span class="token punctuation">:</span> <span class="token string">"disabled"</span><span class="token punctuation">,</span></span> <span class=""> <span class="token string">"tags"</span><span class="token punctuation">:</span> <span class="token punctuation">{</span></span> <span class=""> <span class="token string">"environment"</span><span class="token punctuation">:</span> <span class="token string">"development"</span><span class="token punctuation">,</span></span> <span class=""> <span class="token string">"example"</span><span class="token punctuation">:</span> <span class="token string">"tag"</span></span> <span class=""> <span class="token punctuation">}</span></span> <span class=""><span class="token punctuation">}</span><span class="token punctuation">,</span> <span class="token punctuation">{</span></span> <span class=""> <span class="token string">"name"</span><span class="token punctuation">:</span> <span class="token string">"example-index2"</span><span class="token punctuation">,</span></span> <span class=""> <span class="token string">"metric"</span><span class="token punctuation">:</span> <span class="token string">"cosine"</span><span class="token punctuation">,</span></span> <span class=""> <span class="token string">"host"</span><span class="token punctuation">:</span> <span class="token string">"example-index2-govk0nt.svc.aped-4627-b74a.pinecone.io"</span><span class="token punctuation">,</span></span> <span class=""> <span class="token string">"spec"</span><span class="token punctuation">:</span> <span class="token punctuation">{</span></span> <span class=""> <span class="token string">"serverless"</span><span class="token punctuation">:</span> <span class="token punctuation">{</span></span> <span class=""> <span class="token string">"cloud"</span><span class="token punctuation">:</span> <span class="token string">"aws"</span><span class="token punctuation">,</span></span> <span class=""> <span class="token string">"region"</span><span class="token punctuation">:</span> <span class="token string">"us-east-1"</span></span> <span class=""> <span class="token punctuation">}</span></span> <span class=""> <span class="token punctuation">}</span><span class="token punctuation">,</span></span> <span class=""> <span class="token string">"status"</span><span class="token punctuation">:</span> <span class="token punctuation">{</span></span> <span class=""> <span class="token string">"ready"</span><span class="token punctuation">:</span> true<span class="token punctuation">,</span></span> <span class=""> <span class="token string">"state"</span><span class="token punctuation">:</span> <span class="token string">"Ready"</span></span> <span class=""> <span class="token punctuation">}</span><span class="token punctuation">,</span></span> <span class=""> <span class="token string">"vector_type"</span><span class="token punctuation">:</span> <span class="token string">"dense"</span><span class="token punctuation">,</span></span> <span class=""> <span class="token string">"dimension"</span><span class="token punctuation">:</span> <span class="token number">1536</span><span class="token punctuation">,</span></span> <span class=""> <span class="token string">"deletion_protection"</span><span class="token punctuation">:</span> <span class="token string">"disabled"</span><span class="token punctuation">,</span></span> <span class=""> <span class="token string">"tags"</span><span class="token punctuation">:</span> <span class="token punctuation">{</span></span> <span class=""> <span class="token string">"environment"</span><span class="token punctuation">:</span> <span class="token string">"production"</span><span class="token punctuation">,</span></span> <span class=""> <span class="token string">"example"</span><span class="token punctuation">:</span> <span class="token string">"tag2"</span></span> <span class=""> <span class="token punctuation">}</span></span> <span class=""><span class="token punctuation">}</span><span class="token punctuation">]</span></span> </code></pre></div></div><span id="headlessui-tabs-panel-:Ragqmpkql6:" role="tabpanel" tabindex="-1" style="position:fixed;top:1px;left:1px;width:1px;height:0;padding:0;margin:-1px;overflow:hidden;clip:rect(0, 0, 0, 0);white-space:nowrap;border-width:0"></span><span id="headlessui-tabs-panel-:Regqmpkql6:" role="tabpanel" tabindex="-1" style="position:fixed;top:1px;left:1px;width:1px;height:0;padding:0;margin:-1px;overflow:hidden;clip:rect(0, 0, 0, 0);white-space:nowrap;border-width:0"></span><span id="headlessui-tabs-panel-:Rigqmpkql6:" role="tabpanel" tabindex="-1" style="position:fixed;top:1px;left:1px;width:1px;height:0;padding:0;margin:-1px;overflow:hidden;clip:rect(0, 0, 0, 0);white-space:nowrap;border-width:0"></span><span id="headlessui-tabs-panel-:Rmgqmpkql6:" role="tabpanel" tabindex="-1" style="position:fixed;top:1px;left:1px;width:1px;height:0;padding:0;margin:-1px;overflow:hidden;clip:rect(0, 0, 0, 0);white-space:nowrap;border-width:0"></span><span id="headlessui-tabs-panel-:Rqgqmpkql6:" role="tabpanel" tabindex="-1" style="position:fixed;top:1px;left:1px;width:1px;height:0;padding:0;margin:-1px;overflow:hidden;clip:rect(0, 0, 0, 0);white-space:nowrap;border-width:0"></span></div></div> <p>With the Python SDK, you can use the <code>.names()</code> helper function to iterate over the index names in the <code>list_indexes()</code> response, for example:</p> <div class="mt-5 mb-8 not-prose rounded-2xl relative text-gray-50 bg-[#0F1117] dark:bg-codeblock border border-transparent dark:border-gray-800/50 codeblock-dark"><div class="flex rounded-t-2xl text-gray-400 text-xs leading-6 border-b font-medium bg-black/40 border-gray-900/80"><div class="flex-none border-b px-4 pt-2.5 pb-2 flex items-center text-primary-light border-primary-light">Python</div><div class="flex-1 mr-4 flex items-center justify-end"></div></div><div class="min-w-full relative text-sm leading-6 children:!my-0 children:!shadow-none children:!bg-transparent transition-[height] duration-300 ease-in-out" style="font-variant-ligatures:none;height:auto"><div class="overflow-x-auto h-full p-5 [&_code]:pr-[3.5rem] overflow-y-hidden scrollbar-thin scrollbar-thumb-rounded scrollbar-thumb-white/20 dark:scrollbar-thumb-white/20 hover:scrollbar-thumb-white/25 dark:hover:scrollbar-thumb-white/25 active:scrollbar-thumb-white/25 dark:active:scrollbar-thumb-white/25"><pre class="language-python"><code class="language-Python"><span class=""><span class="token keyword">from</span> pinecone<span class="token punctuation">.</span>grpc <span class="token keyword">import</span> PineconeGRPC <span class="token keyword">as</span> Pinecone</span> <span class=""><span class="token keyword">from</span> pinecone <span class="token keyword">import</span> ServerlessSpec</span>  <span class="">pc <span class="token operator">=</span> Pinecone<span class="token punctuation">(</span>api_key<span class="token operator">=</span><span class="token string">"YOUR_API_KEY"</span><span class="token punctuation">)</span></span>  <span class="">index_name <span class="token operator">=</span> <span class="token string">"example-index3"</span></span>  <span class=""><span class="token keyword">if</span> <span class="token keyword">not</span> pc<span class="token punctuation">.</span>has_index<span class="token punctuation">(</span>index_name<span class="token punctuation">)</span><span class="token punctuation">:</span></span> <span class=""> pc<span class="token punctuation">.</span>create_index<span class="token punctuation">(</span></span> <span class=""> name<span class="token operator">=</span>index_name<span class="token punctuation">,</span></span> <span class=""> dimension<span class="token operator">=</span><span class="token number">1536</span><span class="token punctuation">,</span></span> <span class=""> metric<span class="token operator">=</span><span class="token string">'cosine'</span><span class="token punctuation">,</span></span> <span class=""> spec<span class="token operator">=</span>ServerlessSpec<span class="token punctuation">(</span></span> <span class=""> cloud<span class="token operator">=</span><span class="token string">"aws"</span><span class="token punctuation">,</span></span> <span class=""> region<span class="token operator">=</span><span class="token string">"us-east-1"</span></span> <span class=""> <span class="token punctuation">)</span></span> <span class=""> <span class="token punctuation">)</span></span> </code></pre></div></div></div> <h2 class="flex whitespace-pre-wrap group font-semibold" id="describe-an-index"><div class="absolute"><a href="#describe-an-index" class="-ml-10 flex items-center opacity-0 border-0 group-hover:opacity-100" aria-label="Navigate to header"><div class="w-6 h-6 text-gray-400 rounded-md flex items-center justify-center zinc-box bg-white ring-1 ring-gray-400/30 dark:ring-gray-700/25 hover:ring-gray-400/60 dark:hover:ring-white/20"><svg xmlns="http://www.w3.org/2000/svg" fill="gray" height="12px" viewBox="0 0 576 512"><path d="M0 256C0 167.6 71.6 96 160 96h72c13.3 0 24 10.7 24 24s-10.7 24-24 24H160C98.1 144 48 194.1 48 256s50.1 112 112 112h72c13.3 0 24 10.7 24 24s-10.7 24-24 24H160C71.6 416 0 344.4 0 256zm576 0c0 88.4-71.6 160-160 160H344c-13.3 0-24-10.7-24-24s10.7-24 24-24h72c61.9 0 112-50.1 112-112s-50.1-112-112-112H344c-13.3 0-24-10.7-24-24s10.7-24 24-24h72c88.4 0 160 71.6 160 160zM184 232H392c13.3 0 24 10.7 24 24s-10.7 24-24 24H184c-13.3 0-24-10.7-24-24s10.7-24 24-24z"></path></svg></div></a></div><span class="cursor-pointer">Describe an index</span></h2> <p>Use the <a href="/reference/api/2024-10/control-plane/describe_index"><code>describe_index</code></a> endpoint to get a complete description of a specific index:</p> <button type="button" aria-hidden="true" style="position:fixed;top:1px;left:1px;width:1px;height:0;padding:0;margin:-1px;overflow:hidden;clip:rect(0, 0, 0, 0);white-space:nowrap;border-width:0"></button><div class="mt-5 mb-8 flex flex-col not-prose relative overflow-hidden rounded-2xl dark:border-gray-800/50 bg-[#0F1117] border border-transparent dark:bg-codeblock text-gray-50 codeblock-dark"><div class="relative border-b border-gray-900/80 bg-[#0F1117] dark:bg-codeblock"><div class="text-xs leading-6 rounded-t-xl flex overflow-x-auto overflow-y-hidden mr-12 scrollbar-thin scrollbar-thumb-rounded scrollbar-thumb-white/20 dark:scrollbar-thumb-white/20 hover:scrollbar-thumb-white/25 dark:hover:scrollbar-thumb-white/25 active:scrollbar-thumb-white/25 dark:active:scrollbar-thumb-white/25" role="tablist" aria-orientation="horizontal"><button class="group flex items-center relative px-2 pt-2.5 pb-2 outline-none whitespace-nowrap font-medium text-primary-light" id="headlessui-tabs-tab-:Rlhempkql6:" role="tab" type="button" aria-selected="true" tabindex="0" data-headlessui-state="selected"><div class="px-2 rounded-lg z-10 group-hover:bg-gray-700/60 group-hover:text-primary-light">Python</div><div class="absolute inset-0 border-b pointer-events-none border-primary dark:border-primary-light"></div></button><button class="group flex items-center relative px-2 pt-2.5 pb-2 outline-none whitespace-nowrap font-medium text-gray-400" id="headlessui-tabs-tab-:R15hempkql6:" role="tab" type="button" aria-selected="false" tabindex="-1" data-headlessui-state=""><div class="px-2 rounded-lg z-10 group-hover:bg-gray-700/60 group-hover:text-primary-light">JavaScript</div></button><button class="group flex items-center relative px-2 pt-2.5 pb-2 outline-none whitespace-nowrap font-medium text-gray-400" id="headlessui-tabs-tab-:R1lhempkql6:" role="tab" type="button" aria-selected="false" tabindex="-1" data-headlessui-state=""><div class="px-2 rounded-lg z-10 group-hover:bg-gray-700/60 group-hover:text-primary-light">Java</div></button><button class="group flex items-center relative px-2 pt-2.5 pb-2 outline-none whitespace-nowrap font-medium text-gray-400" id="headlessui-tabs-tab-:R25hempkql6:" role="tab" type="button" aria-selected="false" tabindex="-1" data-headlessui-state=""><div class="px-2 rounded-lg z-10 group-hover:bg-gray-700/60 group-hover:text-primary-light">Go</div></button><button class="group flex items-center relative px-2 pt-2.5 pb-2 outline-none whitespace-nowrap font-medium text-gray-400" id="headlessui-tabs-tab-:R2lhempkql6:" role="tab" type="button" aria-selected="false" tabindex="-1" data-headlessui-state=""><div class="px-2 rounded-lg z-10 group-hover:bg-gray-700/60 group-hover:text-primary-light">C#</div></button><button class="group flex items-center relative px-2 pt-2.5 pb-2 outline-none whitespace-nowrap font-medium text-gray-400" id="headlessui-tabs-tab-:R35hempkql6:" role="tab" type="button" aria-selected="false" tabindex="-1" data-headlessui-state=""><div class="px-2 rounded-lg z-10 group-hover:bg-gray-700/60 group-hover:text-primary-light">curl</div></button></div><div class="flex h-full absolute top-0 pr-4 right-0 rounded-tr z-10"><div class="flex items-center justify-center h-[42px]"></div></div></div><div class="flex flex-1 overflow-hidden"><div class="relative min-w-full w-full transition-[height] duration-300 ease-in-out" style="font-variant-ligatures:none;height:auto" id="headlessui-tabs-panel-:R6hempkql6:" role="tabpanel" tabindex="0" data-headlessui-state="selected"><div class="flex-none p-5 overflow-x-auto text-sm h-full scrollbar-thin scrollbar-thumb-rounded scrollbar-thumb-white/20 dark:scrollbar-thumb-white/20 hover:scrollbar-thumb-white/25 dark:hover:scrollbar-thumb-white/25 active:scrollbar-thumb-white/25 dark:active:scrollbar-thumb-white/25 leading-6"><pre class="language-python"><code class="language-Python"><span class=""><span class="token keyword">from</span> pinecone<span class="token punctuation">.</span>grpc <span class="token keyword">import</span> PineconeGRPC <span class="token keyword">as</span> Pinecone</span>  <span class="">pc <span class="token operator">=</span> Pinecone<span class="token punctuation">(</span>api_key<span class="token operator">=</span><span class="token string">"YOUR_API_KEY"</span><span class="token punctuation">)</span></span>  <span class="">pc<span class="token punctuation">.</span>describe_index<span class="token punctuation">(</span><span class="token string">"example-index"</span><span class="token punctuation">)</span></span> </code></pre></div></div><span id="headlessui-tabs-panel-:Rahempkql6:" role="tabpanel" tabindex="-1" style="position:fixed;top:1px;left:1px;width:1px;height:0;padding:0;margin:-1px;overflow:hidden;clip:rect(0, 0, 0, 0);white-space:nowrap;border-width:0"></span><span id="headlessui-tabs-panel-:Rehempkql6:" role="tabpanel" tabindex="-1" style="position:fixed;top:1px;left:1px;width:1px;height:0;padding:0;margin:-1px;overflow:hidden;clip:rect(0, 0, 0, 0);white-space:nowrap;border-width:0"></span><span id="headlessui-tabs-panel-:Rihempkql6:" role="tabpanel" tabindex="-1" style="position:fixed;top:1px;left:1px;width:1px;height:0;padding:0;margin:-1px;overflow:hidden;clip:rect(0, 0, 0, 0);white-space:nowrap;border-width:0"></span><span id="headlessui-tabs-panel-:Rmhempkql6:" role="tabpanel" tabindex="-1" style="position:fixed;top:1px;left:1px;width:1px;height:0;padding:0;margin:-1px;overflow:hidden;clip:rect(0, 0, 0, 0);white-space:nowrap;border-width:0"></span><span id="headlessui-tabs-panel-:Rqhempkql6:" role="tabpanel" tabindex="-1" style="position:fixed;top:1px;left:1px;width:1px;height:0;padding:0;margin:-1px;overflow:hidden;clip:rect(0, 0, 0, 0);white-space:nowrap;border-width:0"></span></div></div> <p>The response will look like this:</p> <button type="button" aria-hidden="true" style="position:fixed;top:1px;left:1px;width:1px;height:0;padding:0;margin:-1px;overflow:hidden;clip:rect(0, 0, 0, 0);white-space:nowrap;border-width:0"></button><div class="mt-5 mb-8 flex flex-col not-prose relative overflow-hidden rounded-2xl dark:border-gray-800/50 bg-[#0F1117] border border-transparent dark:bg-codeblock text-gray-50 codeblock-dark"><div class="relative border-b border-gray-900/80 bg-[#0F1117] dark:bg-codeblock"><div class="text-xs leading-6 rounded-t-xl flex overflow-x-auto overflow-y-hidden mr-12 scrollbar-thin scrollbar-thumb-rounded scrollbar-thumb-white/20 dark:scrollbar-thumb-white/20 hover:scrollbar-thumb-white/25 dark:hover:scrollbar-thumb-white/25 active:scrollbar-thumb-white/25 dark:active:scrollbar-thumb-white/25" role="tablist" aria-orientation="horizontal"><button class="group flex items-center relative px-2 pt-2.5 pb-2 outline-none whitespace-nowrap font-medium text-primary-light" id="headlessui-tabs-tab-:Rlhmmpkql6:" role="tab" type="button" aria-selected="true" tabindex="0" data-headlessui-state="selected"><div class="px-2 rounded-lg z-10 group-hover:bg-gray-700/60 group-hover:text-primary-light">Python</div><div class="absolute inset-0 border-b pointer-events-none border-primary dark:border-primary-light"></div></button><button class="group flex items-center relative px-2 pt-2.5 pb-2 outline-none whitespace-nowrap font-medium text-gray-400" id="headlessui-tabs-tab-:R15hmmpkql6:" role="tab" type="button" aria-selected="false" tabindex="-1" data-headlessui-state=""><div class="px-2 rounded-lg z-10 group-hover:bg-gray-700/60 group-hover:text-primary-light">JavaScript</div></button><button class="group flex items-center relative px-2 pt-2.5 pb-2 outline-none whitespace-nowrap font-medium text-gray-400" id="headlessui-tabs-tab-:R1lhmmpkql6:" role="tab" type="button" aria-selected="false" tabindex="-1" data-headlessui-state=""><div class="px-2 rounded-lg z-10 group-hover:bg-gray-700/60 group-hover:text-primary-light">Java</div></button><button class="group flex items-center relative px-2 pt-2.5 pb-2 outline-none whitespace-nowrap font-medium text-gray-400" id="headlessui-tabs-tab-:R25hmmpkql6:" role="tab" type="button" aria-selected="false" tabindex="-1" data-headlessui-state=""><div class="px-2 rounded-lg z-10 group-hover:bg-gray-700/60 group-hover:text-primary-light">Go</div></button><button class="group flex items-center relative px-2 pt-2.5 pb-2 outline-none whitespace-nowrap font-medium text-gray-400" id="headlessui-tabs-tab-:R2lhmmpkql6:" role="tab" type="button" aria-selected="false" tabindex="-1" data-headlessui-state=""><div class="px-2 rounded-lg z-10 group-hover:bg-gray-700/60 group-hover:text-primary-light">C#</div></button><button class="group flex items-center relative px-2 pt-2.5 pb-2 outline-none whitespace-nowrap font-medium text-gray-400" id="headlessui-tabs-tab-:R35hmmpkql6:" role="tab" type="button" aria-selected="false" tabindex="-1" data-headlessui-state=""><div class="px-2 rounded-lg z-10 group-hover:bg-gray-700/60 group-hover:text-primary-light">curl</div></button></div><div class="flex h-full absolute top-0 pr-4 right-0 rounded-tr z-10"><div class="flex items-center justify-center h-[42px]"></div></div></div><div class="flex flex-1 overflow-hidden"><div class="relative min-w-full w-full transition-[height] duration-300 ease-in-out" style="font-variant-ligatures:none;height:auto" id="headlessui-tabs-panel-:R6hmmpkql6:" role="tabpanel" tabindex="0" data-headlessui-state="selected"><div class="flex-none p-5 overflow-x-auto text-sm h-full scrollbar-thin scrollbar-thumb-rounded scrollbar-thumb-white/20 dark:scrollbar-thumb-white/20 hover:scrollbar-thumb-white/25 dark:hover:scrollbar-thumb-white/25 active:scrollbar-thumb-white/25 dark:active:scrollbar-thumb-white/25 leading-6"><pre class="language-python"><code class="language-Python"><span class=""><span class="token punctuation">{</span><span class="token string">'deletion_protection'</span><span class="token punctuation">:</span> <span class="token string">'disabled'</span><span class="token punctuation">,</span></span> <span class=""> <span class="token string">'dimension'</span><span class="token punctuation">:</span> <span class="token number">1536</span><span class="token punctuation">,</span></span> <span class=""> <span class="token string">'host'</span><span class="token punctuation">:</span> <span class="token string">'example-index-govk0nt.svc.aped-4627-b74a.pinecone.io'</span><span class="token punctuation">,</span></span> <span class=""> <span class="token string">'metric'</span><span class="token punctuation">:</span> <span class="token string">'cosine'</span><span class="token punctuation">,</span></span> <span class=""> <span class="token string">'name'</span><span class="token punctuation">:</span> <span class="token string">'example-index1'</span><span class="token punctuation">,</span></span> <span class=""> <span class="token string">'spec'</span><span class="token punctuation">:</span> <span class="token punctuation">{</span><span class="token string">'serverless'</span><span class="token punctuation">:</span> <span class="token punctuation">{</span><span class="token string">'cloud'</span><span class="token punctuation">:</span> <span class="token string">'aws'</span><span class="token punctuation">,</span> <span class="token string">'region'</span><span class="token punctuation">:</span> <span class="token string">'us-east-1'</span><span class="token punctuation">}</span><span class="token punctuation">}</span><span class="token punctuation">,</span></span> <span class=""> <span class="token string">'status'</span><span class="token punctuation">:</span> <span class="token punctuation">{</span><span class="token string">'ready'</span><span class="token punctuation">:</span> <span class="token boolean">True</span><span class="token punctuation">,</span> <span class="token string">'state'</span><span class="token punctuation">:</span> <span class="token string">'Ready'</span><span class="token punctuation">}</span><span class="token punctuation">,</span></span> <span class=""> <span class="token string">'tags'</span><span class="token punctuation">:</span> <span class="token punctuation">{</span><span class="token string">'environment'</span><span class="token punctuation">:</span> <span class="token string">'development'</span><span class="token punctuation">,</span> <span class="token string">'example'</span><span class="token punctuation">:</span> <span class="token string">'tag'</span><span class="token punctuation">}</span><span class="token punctuation">,</span></span> <span class=""> <span class="token string">'vector_type'</span><span class="token punctuation">:</span> <span class="token string">'dense'</span><span class="token punctuation">}</span></span> </code></pre></div></div><span id="headlessui-tabs-panel-:Rahmmpkql6:" role="tabpanel" tabindex="-1" style="position:fixed;top:1px;left:1px;width:1px;height:0;padding:0;margin:-1px;overflow:hidden;clip:rect(0, 0, 0, 0);white-space:nowrap;border-width:0"></span><span id="headlessui-tabs-panel-:Rehmmpkql6:" role="tabpanel" tabindex="-1" style="position:fixed;top:1px;left:1px;width:1px;height:0;padding:0;margin:-1px;overflow:hidden;clip:rect(0, 0, 0, 0);white-space:nowrap;border-width:0"></span><span id="headlessui-tabs-panel-:Rihmmpkql6:" role="tabpanel" tabindex="-1" style="position:fixed;top:1px;left:1px;width:1px;height:0;padding:0;margin:-1px;overflow:hidden;clip:rect(0, 0, 0, 0);white-space:nowrap;border-width:0"></span><span id="headlessui-tabs-panel-:Rmhmmpkql6:" role="tabpanel" tabindex="-1" style="position:fixed;top:1px;left:1px;width:1px;height:0;padding:0;margin:-1px;overflow:hidden;clip:rect(0, 0, 0, 0);white-space:nowrap;border-width:0"></span><span id="headlessui-tabs-panel-:Rqhmmpkql6:" role="tabpanel" tabindex="-1" style="position:fixed;top:1px;left:1px;width:1px;height:0;padding:0;margin:-1px;overflow:hidden;clip:rect(0, 0, 0, 0);white-space:nowrap;border-width:0"></span></div></div> <div class="my-4 px-5 py-4 overflow-hidden rounded-2xl flex gap-3 border border-amber-500/20 bg-amber-50/50 dark:border-amber-500/30 dark:bg-amber-500/10"><div class="mt-0.5 w-4"><svg class="flex-none w-5 h-5 text-amber-400 dark:text-amber-300/80" fill="none" viewBox="0 0 24 24" stroke="currentColor" stroke-width="2" aria-label="Warning"><path stroke-linecap="round" stroke-linejoin="round" d="M12 9v2m0 4h.01m-6.938 4h13.856c1.54 0 2.502-1.667 1.732-3L13.732 4c-.77-1.333-2.694-1.333-3.464 0L3.34 16c-.77 1.333.192 3 1.732 3z"></path></svg></div><div class="text-sm prose min-w-0 w-full text-amber-900 dark:text-amber-200"><p><strong>Do not target an index by name in production.</strong></p><p>When you target an index by name for data operations such as <code>upsert</code> and <code>query</code>, the SDK gets the unique DNS host for the index using the <code>describe_index</code> operation. This is convenient for testing but should be avoided in production because <code>describe_index</code> uses a different API than data operations and therefore adds an additional network call and point of failure. Instead, you should get an index host once and cache it for reuse or specify the host directly.</p></div></div> <h2 class="flex whitespace-pre-wrap group font-semibold" id="delete-an-index"><div class="absolute"><a href="#delete-an-index" class="-ml-10 flex items-center opacity-0 border-0 group-hover:opacity-100" aria-label="Navigate to header"><div class="w-6 h-6 text-gray-400 rounded-md flex items-center justify-center zinc-box bg-white ring-1 ring-gray-400/30 dark:ring-gray-700/25 hover:ring-gray-400/60 dark:hover:ring-white/20"><svg xmlns="http://www.w3.org/2000/svg" fill="gray" height="12px" viewBox="0 0 576 512"><path d="M0 256C0 167.6 71.6 96 160 96h72c13.3 0 24 10.7 24 24s-10.7 24-24 24H160C98.1 144 48 194.1 48 256s50.1 112 112 112h72c13.3 0 24 10.7 24 24s-10.7 24-24 24H160C71.6 416 0 344.4 0 256zm576 0c0 88.4-71.6 160-160 160H344c-13.3 0-24-10.7-24-24s10.7-24 24-24h72c61.9 0 112-50.1 112-112s-50.1-112-112-112H344c-13.3 0-24-10.7-24-24s10.7-24 24-24h72c88.4 0 160 71.6 160 160zM184 232H392c13.3 0 24 10.7 24 24s-10.7 24-24 24H184c-13.3 0-24-10.7-24-24s10.7-24 24-24z"></path></svg></div></a></div><span class="cursor-pointer">Delete an index</span></h2> <p>Use the <a href="reference/api/2024-10/control-plane/delete_index" target="_blank" rel="noreferrer"><code>delete_index</code></a> operation to delete an index and all of its associated resources.</p> <button type="button" aria-hidden="true" style="position:fixed;top:1px;left:1px;width:1px;height:0;padding:0;margin:-1px;overflow:hidden;clip:rect(0, 0, 0, 0);white-space:nowrap;border-width:0"></button><div class="mt-5 mb-8 flex flex-col not-prose relative overflow-hidden rounded-2xl dark:border-gray-800/50 bg-[#0F1117] border border-transparent dark:bg-codeblock text-gray-50 codeblock-dark"><div class="relative border-b border-gray-900/80 bg-[#0F1117] dark:bg-codeblock"><div class="text-xs leading-6 rounded-t-xl flex overflow-x-auto overflow-y-hidden mr-12 scrollbar-thin scrollbar-thumb-rounded scrollbar-thumb-white/20 dark:scrollbar-thumb-white/20 hover:scrollbar-thumb-white/25 dark:hover:scrollbar-thumb-white/25 active:scrollbar-thumb-white/25 dark:active:scrollbar-thumb-white/25" role="tablist" aria-orientation="horizontal"><button class="group flex items-center relative px-2 pt-2.5 pb-2 outline-none whitespace-nowrap font-medium text-primary-light" id="headlessui-tabs-tab-:Rli6mpkql6:" role="tab" type="button" aria-selected="true" tabindex="0" data-headlessui-state="selected"><div class="px-2 rounded-lg z-10 group-hover:bg-gray-700/60 group-hover:text-primary-light">Python</div><div class="absolute inset-0 border-b pointer-events-none border-primary dark:border-primary-light"></div></button><button class="group flex items-center relative px-2 pt-2.5 pb-2 outline-none whitespace-nowrap font-medium text-gray-400" id="headlessui-tabs-tab-:R15i6mpkql6:" role="tab" type="button" aria-selected="false" tabindex="-1" data-headlessui-state=""><div class="px-2 rounded-lg z-10 group-hover:bg-gray-700/60 group-hover:text-primary-light">JavaScript</div></button><button class="group flex items-center relative px-2 pt-2.5 pb-2 outline-none whitespace-nowrap font-medium text-gray-400" id="headlessui-tabs-tab-:R1li6mpkql6:" role="tab" type="button" aria-selected="false" tabindex="-1" data-headlessui-state=""><div class="px-2 rounded-lg z-10 group-hover:bg-gray-700/60 group-hover:text-primary-light">Java</div></button><button class="group flex items-center relative px-2 pt-2.5 pb-2 outline-none whitespace-nowrap font-medium text-gray-400" id="headlessui-tabs-tab-:R25i6mpkql6:" role="tab" type="button" aria-selected="false" tabindex="-1" data-headlessui-state=""><div class="px-2 rounded-lg z-10 group-hover:bg-gray-700/60 group-hover:text-primary-light">Go</div></button><button class="group flex items-center relative px-2 pt-2.5 pb-2 outline-none whitespace-nowrap font-medium text-gray-400" id="headlessui-tabs-tab-:R2li6mpkql6:" role="tab" type="button" aria-selected="false" tabindex="-1" data-headlessui-state=""><div class="px-2 rounded-lg z-10 group-hover:bg-gray-700/60 group-hover:text-primary-light">C#</div></button><button class="group flex items-center relative px-2 pt-2.5 pb-2 outline-none whitespace-nowrap font-medium text-gray-400" id="headlessui-tabs-tab-:R35i6mpkql6:" role="tab" type="button" aria-selected="false" tabindex="-1" data-headlessui-state=""><div class="px-2 rounded-lg z-10 group-hover:bg-gray-700/60 group-hover:text-primary-light">curl</div></button></div><div class="flex h-full absolute top-0 pr-4 right-0 rounded-tr z-10"><div class="flex items-center justify-center h-[42px]"></div></div></div><div class="flex flex-1 overflow-hidden"><div class="relative min-w-full w-full transition-[height] duration-300 ease-in-out" style="font-variant-ligatures:none;height:auto" id="headlessui-tabs-panel-:R6i6mpkql6:" role="tabpanel" tabindex="0" data-headlessui-state="selected"><div class="flex-none p-5 overflow-x-auto text-sm h-full scrollbar-thin scrollbar-thumb-rounded scrollbar-thumb-white/20 dark:scrollbar-thumb-white/20 hover:scrollbar-thumb-white/25 dark:hover:scrollbar-thumb-white/25 active:scrollbar-thumb-white/25 dark:active:scrollbar-thumb-white/25 leading-6"><pre class="language-python"><code class="language-python"><span class=""><span class="token comment"># pip install pinecone[grpc]</span></span> <span class=""><span class="token keyword">from</span> pinecone<span class="token punctuation">.</span>grpc <span class="token keyword">import</span> PineconeGRPC <span class="token keyword">as</span> Pinecone<span class="token punctuation">,</span> PodSpec</span>  <span class="">pc <span class="token operator">=</span> Pinecone<span class="token punctuation">(</span>api_key<span class="token operator">=</span><span class="token string">"YOUR_API_KEY"</span><span class="token punctuation">)</span></span>  <span class="">pc<span class="token punctuation">.</span>delete_index<span class="token punctuation">(</span><span class="token string">"example-index"</span><span class="token punctuation">)</span></span> </code></pre></div></div><span id="headlessui-tabs-panel-:Rai6mpkql6:" role="tabpanel" tabindex="-1" style="position:fixed;top:1px;left:1px;width:1px;height:0;padding:0;margin:-1px;overflow:hidden;clip:rect(0, 0, 0, 0);white-space:nowrap;border-width:0"></span><span id="headlessui-tabs-panel-:Rei6mpkql6:" role="tabpanel" tabindex="-1" style="position:fixed;top:1px;left:1px;width:1px;height:0;padding:0;margin:-1px;overflow:hidden;clip:rect(0, 0, 0, 0);white-space:nowrap;border-width:0"></span><span id="headlessui-tabs-panel-:Rii6mpkql6:" role="tabpanel" tabindex="-1" style="position:fixed;top:1px;left:1px;width:1px;height:0;padding:0;margin:-1px;overflow:hidden;clip:rect(0, 0, 0, 0);white-space:nowrap;border-width:0"></span><span id="headlessui-tabs-panel-:Rmi6mpkql6:" role="tabpanel" tabindex="-1" style="position:fixed;top:1px;left:1px;width:1px;height:0;padding:0;margin:-1px;overflow:hidden;clip:rect(0, 0, 0, 0);white-space:nowrap;border-width:0"></span><span id="headlessui-tabs-panel-:Rqi6mpkql6:" role="tabpanel" tabindex="-1" style="position:fixed;top:1px;left:1px;width:1px;height:0;padding:0;margin:-1px;overflow:hidden;clip:rect(0, 0, 0, 0);white-space:nowrap;border-width:0"></span></div></div> <p>If deletion protection is enabled on an index, requests to delete it will fail and return a <code>403 - FORBIDDEN</code> status with the following error:</p> <div class="mt-5 mb-8 not-prose rounded-2xl relative text-gray-50 bg-[#0F1117] dark:bg-codeblock border border-transparent dark:border-gray-800/50 codeblock-dark"><div class="min-w-full relative text-sm leading-6 children:!my-0 children:!shadow-none children:!bg-transparent transition-[height] duration-300 ease-in-out" style="font-variant-ligatures:none;height:auto"><div class="overflow-x-auto h-full p-5 [&_code]:pr-[3.5rem] overflow-y-hidden scrollbar-thin scrollbar-thumb-rounded scrollbar-thumb-white/20 dark:scrollbar-thumb-white/20 hover:scrollbar-thumb-white/25 dark:hover:scrollbar-thumb-white/25 active:scrollbar-thumb-white/25 dark:active:scrollbar-thumb-white/25"><pre class="language-plaintext"><code><span class="">Deletion protection is enabled for this index. Disable deletion protection before retrying.</span> </code></pre></div></div></div> <p>Before you can delete such an index, you must first <a href="/guides/indexes/manage-indexes#configure-deletion-protection">disable deletion protection</a>.</p> <div class="my-4 px-5 py-4 overflow-hidden rounded-2xl flex gap-3 border border-emerald-500/20 bg-emerald-50/50 dark:border-emerald-500/30 dark:bg-emerald-500/10"><div class="mt-0.5 w-4"><svg width="11" height="14" viewBox="0 0 11 14" fill="currentColor" xmlns="http://www.w3.org/2000/svg" class="text-emerald-600 dark:text-emerald-400/80 w-3.5 h-auto" aria-label="Tip"><path d="M3.12794 12.4232C3.12794 12.5954 3.1776 12.7634 3.27244 12.907L3.74114 13.6095C3.88471 13.8248 4.21067 14 4.46964 14H6.15606C6.41415 14 6.74017 13.825 6.88373 13.6095L7.3508 12.9073C7.43114 12.7859 7.49705 12.569 7.49705 12.4232L7.50055 11.3513H3.12521L3.12794 12.4232ZM5.31288 0C2.52414 0.00875889 0.5 2.26889 0.5 4.78826C0.5 6.00188 0.949566 7.10829 1.69119 7.95492C2.14321 8.47011 2.84901 9.54727 3.11919 10.4557C3.12005 10.4625 3.12175 10.4698 3.12261 10.4771H7.50342C7.50427 10.4698 7.50598 10.463 7.50684 10.4557C7.77688 9.54727 8.48281 8.47011 8.93484 7.95492C9.67728 7.13181 10.1258 6.02703 10.1258 4.78826C10.1258 2.15486 7.9709 0.000106649 5.31288 0ZM7.94902 7.11267C7.52078 7.60079 6.99082 8.37878 6.6077 9.18794H4.02051C3.63739 8.37878 3.10743 7.60079 2.67947 7.11294C2.11997 6.47551 1.8126 5.63599 1.8126 4.78826C1.8126 3.09829 3.12794 1.31944 5.28827 1.3126C7.2435 1.3126 8.81315 2.88226 8.81315 4.78826C8.81315 5.63599 8.50688 6.47551 7.94902 7.11267ZM4.87534 2.18767C3.66939 2.18767 2.68767 3.16939 2.68767 4.37534C2.68767 4.61719 2.88336 4.81288 3.12521 4.81288C3.36705 4.81288 3.56274 4.61599 3.56274 4.37534C3.56274 3.6515 4.1515 3.06274 4.87534 3.06274C5.11719 3.06274 5.31288 2.86727 5.31288 2.62548C5.31288 2.38369 5.11599 2.18767 4.87534 2.18767Z"></path></svg></div><div class="text-sm prose min-w-0 w-full text-emerald-900 dark:text-emerald-200"><p>You can delete an index using the <a href="https://app.pinecone.io/organizations/-/projects/-/indexes" target="_blank" rel="noreferrer">Pinecone console</a>. For the index you want to delete, click the three dots to the right of the index name, then click <strong>Delete</strong>.</p></div></div> <h2 class="flex whitespace-pre-wrap group font-semibold" id="associate-an-embedding-model"><div class="absolute"><a href="#associate-an-embedding-model" class="-ml-10 flex items-center opacity-0 border-0 group-hover:opacity-100" aria-label="Navigate to header"><div class="w-6 h-6 text-gray-400 rounded-md flex items-center justify-center zinc-box bg-white ring-1 ring-gray-400/30 dark:ring-gray-700/25 hover:ring-gray-400/60 dark:hover:ring-white/20"><svg xmlns="http://www.w3.org/2000/svg" fill="gray" height="12px" viewBox="0 0 576 512"><path d="M0 256C0 167.6 71.6 96 160 96h72c13.3 0 24 10.7 24 24s-10.7 24-24 24H160C98.1 144 48 194.1 48 256s50.1 112 112 112h72c13.3 0 24 10.7 24 24s-10.7 24-24 24H160C71.6 416 0 344.4 0 256zm576 0c0 88.4-71.6 160-160 160H344c-13.3 0-24-10.7-24-24s10.7-24 24-24h72c61.9 0 112-50.1 112-112s-50.1-112-112-112H344c-13.3 0-24-10.7-24-24s10.7-24 24-24h72c88.4 0 160 71.6 160 160zM184 232H392c13.3 0 24 10.7 24 24s-10.7 24-24 24H184c-13.3 0-24-10.7-24-24s10.7-24 24-24z"></path></svg></div></a></div><span class="cursor-pointer">Associate an embedding model</span></h2> <p><a href="/guides/inference/integrated-inference">Integrated inference</a> lets you upsert and search without extra steps for embedding data and reranking results.</p> <p>To configure an existing serverless index for an embedding model, use the <a href="/reference/api/2025-01/control-plane/configure_index"><code>configure_index</code></a> operation as follows:</p> <ul> <li>Set <code>embed.model</code> to one of <a href="/guides/inference/understanding-inference#embedding-models">Pinecone’s hosted embedding models</a>.</li> <li>Set <code>embed.field_map</code> to the name of the field in your source document that contains the data for embedding.</li> </ul> <div class="my-4 px-5 py-4 overflow-hidden rounded-2xl flex gap-3 border border-amber-500/20 bg-amber-50/50 dark:border-amber-500/30 dark:bg-amber-500/10"><div class="mt-0.5 w-4"><svg class="flex-none w-5 h-5 text-amber-400 dark:text-amber-300/80" fill="none" viewBox="0 0 24 24" stroke="currentColor" stroke-width="2" aria-label="Warning"><path stroke-linecap="round" stroke-linejoin="round" d="M12 9v2m0 4h.01m-6.938 4h13.856c1.54 0 2.502-1.667 1.732-3L13.732 4c-.77-1.333-2.694-1.333-3.464 0L3.34 16c-.77 1.333.192 3 1.732 3z"></path></svg></div><div class="text-sm prose min-w-0 w-full text-amber-900 dark:text-amber-200"><p>The <code>vector_type</code>, <code>metric</code>, and <code>dimension</code> of the index must be supported by the specified embedding model.</p></div></div> <button type="button" aria-hidden="true" style="position:fixed;top:1px;left:1px;width:1px;height:0;padding:0;margin:-1px;overflow:hidden;clip:rect(0, 0, 0, 0);white-space:nowrap;border-width:0"></button><div class="mt-5 mb-8 flex flex-col not-prose relative overflow-hidden rounded-2xl dark:border-gray-800/50 bg-[#0F1117] border border-transparent dark:bg-codeblock text-gray-50 codeblock-dark"><div class="relative border-b border-gray-900/80 bg-[#0F1117] dark:bg-codeblock"><div class="text-xs leading-6 rounded-t-xl flex overflow-x-auto overflow-y-hidden mr-12 scrollbar-thin scrollbar-thumb-rounded scrollbar-thumb-white/20 dark:scrollbar-thumb-white/20 hover:scrollbar-thumb-white/25 dark:hover:scrollbar-thumb-white/25 active:scrollbar-thumb-white/25 dark:active:scrollbar-thumb-white/25" role="tablist" aria-orientation="horizontal"><button class="group flex items-center relative px-2 pt-2.5 pb-2 outline-none whitespace-nowrap font-medium text-primary-light" id="headlessui-tabs-tab-:Rljempkql6:" role="tab" type="button" aria-selected="true" tabindex="0" data-headlessui-state="selected"><div class="px-2 rounded-lg z-10">curl</div><div class="absolute inset-0 border-b pointer-events-none border-primary dark:border-primary-light"></div></button></div><div class="flex h-full absolute top-0 pr-4 right-0 rounded-tr z-10"><div class="flex items-center justify-center h-[42px]"></div></div></div><div class="flex flex-1 overflow-hidden"><div class="relative min-w-full w-full transition-[height] duration-300 ease-in-out" style="font-variant-ligatures:none;height:auto" id="headlessui-tabs-panel-:R6jempkql6:" role="tabpanel" tabindex="0" data-headlessui-state="selected"><div class="flex-none p-5 overflow-x-auto text-sm h-full scrollbar-thin scrollbar-thumb-rounded scrollbar-thumb-white/20 dark:scrollbar-thumb-white/20 hover:scrollbar-thumb-white/25 dark:hover:scrollbar-thumb-white/25 active:scrollbar-thumb-white/25 dark:active:scrollbar-thumb-white/25 leading-6"><pre class="language-json"><code class="language-json"><span class="">PINECONE_API_KEY=<span class="token string">"YOUR_API_KEY"</span></span>  <span class="">curl -s -X PATCH <span class="token string">"https://api.pinecone.io/indexes/example-index"</span> \</span> <span class=""> -H <span class="token string">"Content-Type: application/json"</span> \</span> <span class=""> -H <span class="token string">"Api-Key: $PINECONE_API_KEY"</span> \</span> <span class=""> -H <span class="token string">"X-Pinecone-API-Version: 2025-01"</span> \</span> <span class=""> -d '<span class="token punctuation">{</span></span> <span class=""> <span class="token property">"embed"</span><span class="token operator">:</span> <span class="token punctuation">{</span></span> <span class=""> <span class="token property">"model"</span><span class="token operator">:</span> <span class="token string">"multilingual-e5-large"</span><span class="token punctuation">,</span></span> <span class=""> <span class="token property">"field_map"</span><span class="token operator">:</span> <span class="token punctuation">{</span></span> <span class=""> <span class="token property">"text"</span><span class="token operator">:</span> <span class="token string">"chunk_text"</span></span> <span class=""> <span class="token punctuation">}</span></span> <span class=""> <span class="token punctuation">}</span></span> <span class=""> <span class="token punctuation">}</span>'</span> </code></pre></div></div></div></div> <h2 class="flex whitespace-pre-wrap group font-semibold" id="configure-deletion-protection"><div class="absolute"><a href="#configure-deletion-protection" class="-ml-10 flex items-center opacity-0 border-0 group-hover:opacity-100" aria-label="Navigate to header"><div class="w-6 h-6 text-gray-400 rounded-md flex items-center justify-center zinc-box bg-white ring-1 ring-gray-400/30 dark:ring-gray-700/25 hover:ring-gray-400/60 dark:hover:ring-white/20"><svg xmlns="http://www.w3.org/2000/svg" fill="gray" height="12px" viewBox="0 0 576 512"><path d="M0 256C0 167.6 71.6 96 160 96h72c13.3 0 24 10.7 24 24s-10.7 24-24 24H160C98.1 144 48 194.1 48 256s50.1 112 112 112h72c13.3 0 24 10.7 24 24s-10.7 24-24 24H160C71.6 416 0 344.4 0 256zm576 0c0 88.4-71.6 160-160 160H344c-13.3 0-24-10.7-24-24s10.7-24 24-24h72c61.9 0 112-50.1 112-112s-50.1-112-112-112H344c-13.3 0-24-10.7-24-24s10.7-24 24-24h72c88.4 0 160 71.6 160 160zM184 232H392c13.3 0 24 10.7 24 24s-10.7 24-24 24H184c-13.3 0-24-10.7-24-24s10.7-24 24-24z"></path></svg></div></a></div><span class="cursor-pointer">Configure deletion protection</span></h2> <div class="my-4 px-5 py-4 overflow-hidden rounded-2xl flex gap-3 border border-sky-500/20 bg-sky-50/50 dark:border-sky-500/30 dark:bg-sky-500/10"><div class="mt-0.5 w-4"><svg width="14" height="14" viewBox="0 0 14 14" fill="currentColor" xmlns="http://www.w3.org/2000/svg" class="w-4 h-4 text-sky-500" aria-label="Note"><path fill-rule="evenodd" clip-rule="evenodd" d="M7 1.3C10.14 1.3 12.7 3.86 12.7 7C12.7 10.14 10.14 12.7 7 12.7C5.48908 12.6974 4.0408 12.096 2.97241 11.0276C1.90403 9.9592 1.30264 8.51092 1.3 7C1.3 3.86 3.86 1.3 7 1.3ZM7 0C3.14 0 0 3.14 0 7C0 10.86 3.14 14 7 14C10.86 14 14 10.86 14 7C14 3.14 10.86 0 7 0ZM8 3H6V8H8V3ZM8 9H6V11H8V9Z"></path></svg></div><div class="text-sm prose min-w-0 w-full text-sky-900 dark:text-sky-200"><p>This feature requires <a href="/reference/api/versioning">Pinecone API version</a> <code>2024-07</code>, <a href="/reference/python-sdk">Python SDK</a> v5.0.0, <a href="/reference/node-sdk">Node.js SDK</a> v3.0.0, <a href="/reference/java-sdk">Java SDK</a> v2.0.0, or <a href="/reference/go-sdk">Go SDK</a> v1.0.0 or later.</p></div></div> <h3 class="flex whitespace-pre-wrap group font-semibold" id="enable-deletion-protection"><div class="absolute"><a href="#enable-deletion-protection" class="-ml-10 flex items-center opacity-0 border-0 group-hover:opacity-100" aria-label="Navigate to header"><div class="w-6 h-6 text-gray-400 rounded-md flex items-center justify-center zinc-box bg-white ring-1 ring-gray-400/30 dark:ring-gray-700/25 hover:ring-gray-400/60 dark:hover:ring-white/20"><svg xmlns="http://www.w3.org/2000/svg" fill="gray" height="12px" viewBox="0 0 576 512"><path d="M0 256C0 167.6 71.6 96 160 96h72c13.3 0 24 10.7 24 24s-10.7 24-24 24H160C98.1 144 48 194.1 48 256s50.1 112 112 112h72c13.3 0 24 10.7 24 24s-10.7 24-24 24H160C71.6 416 0 344.4 0 256zm576 0c0 88.4-71.6 160-160 160H344c-13.3 0-24-10.7-24-24s10.7-24 24-24h72c61.9 0 112-50.1 112-112s-50.1-112-112-112H344c-13.3 0-24-10.7-24-24s10.7-24 24-24h72c88.4 0 160 71.6 160 160zM184 232H392c13.3 0 24 10.7 24 24s-10.7 24-24 24H184c-13.3 0-24-10.7-24-24s10.7-24 24-24z"></path></svg></div></a></div><span class="cursor-pointer">Enable deletion protection</span></h3> <p>You can prevent an index and its data from accidental deleting when <a href="/guides/indexes/create-an-index">creating a new index</a> or after its been created. In both cases, you set the <code>deletion_protection</code> parameter to <code>enabled</code>.</p> <p>To enable deletion protection when creating a new index:</p> <button type="button" aria-hidden="true" style="position:fixed;top:1px;left:1px;width:1px;height:0;padding:0;margin:-1px;overflow:hidden;clip:rect(0, 0, 0, 0);white-space:nowrap;border-width:0"></button><div class="mt-5 mb-8 flex flex-col not-prose relative overflow-hidden rounded-2xl dark:border-gray-800/50 bg-[#0F1117] border border-transparent dark:bg-codeblock text-gray-50 codeblock-dark"><div class="relative border-b border-gray-900/80 bg-[#0F1117] dark:bg-codeblock"><div class="text-xs leading-6 rounded-t-xl flex overflow-x-auto overflow-y-hidden mr-12 scrollbar-thin scrollbar-thumb-rounded scrollbar-thumb-white/20 dark:scrollbar-thumb-white/20 hover:scrollbar-thumb-white/25 dark:hover:scrollbar-thumb-white/25 active:scrollbar-thumb-white/25 dark:active:scrollbar-thumb-white/25" role="tablist" aria-orientation="horizontal"><button class="group flex items-center relative px-2 pt-2.5 pb-2 outline-none whitespace-nowrap font-medium text-primary-light" id="headlessui-tabs-tab-:Rlk6mpkql6:" role="tab" type="button" aria-selected="true" tabindex="0" data-headlessui-state="selected"><div class="px-2 rounded-lg z-10 group-hover:bg-gray-700/60 group-hover:text-primary-light">Python</div><div class="absolute inset-0 border-b pointer-events-none border-primary dark:border-primary-light"></div></button><button class="group flex items-center relative px-2 pt-2.5 pb-2 outline-none whitespace-nowrap font-medium text-gray-400" id="headlessui-tabs-tab-:R15k6mpkql6:" role="tab" type="button" aria-selected="false" tabindex="-1" data-headlessui-state=""><div class="px-2 rounded-lg z-10 group-hover:bg-gray-700/60 group-hover:text-primary-light">JavaScript</div></button><button class="group flex items-center relative px-2 pt-2.5 pb-2 outline-none whitespace-nowrap font-medium text-gray-400" id="headlessui-tabs-tab-:R1lk6mpkql6:" role="tab" type="button" aria-selected="false" tabindex="-1" data-headlessui-state=""><div class="px-2 rounded-lg z-10 group-hover:bg-gray-700/60 group-hover:text-primary-light">Java</div></button><button class="group flex items-center relative px-2 pt-2.5 pb-2 outline-none whitespace-nowrap font-medium text-gray-400" id="headlessui-tabs-tab-:R25k6mpkql6:" role="tab" type="button" aria-selected="false" tabindex="-1" data-headlessui-state=""><div class="px-2 rounded-lg z-10 group-hover:bg-gray-700/60 group-hover:text-primary-light">Go</div></button><button class="group flex items-center relative px-2 pt-2.5 pb-2 outline-none whitespace-nowrap font-medium text-gray-400" id="headlessui-tabs-tab-:R2lk6mpkql6:" role="tab" type="button" aria-selected="false" tabindex="-1" data-headlessui-state=""><div class="px-2 rounded-lg z-10 group-hover:bg-gray-700/60 group-hover:text-primary-light">C#</div></button><button class="group flex items-center relative px-2 pt-2.5 pb-2 outline-none whitespace-nowrap font-medium text-gray-400" id="headlessui-tabs-tab-:R35k6mpkql6:" role="tab" type="button" aria-selected="false" tabindex="-1" data-headlessui-state=""><div class="px-2 rounded-lg z-10 group-hover:bg-gray-700/60 group-hover:text-primary-light">curl</div></button></div><div class="flex h-full absolute top-0 pr-4 right-0 rounded-tr z-10"><div class="flex items-center justify-center h-[42px]"></div></div></div><div class="flex flex-1 overflow-hidden"><div class="relative min-w-full w-full transition-[height] duration-300 ease-in-out" style="font-variant-ligatures:none;height:auto" id="headlessui-tabs-panel-:R6k6mpkql6:" role="tabpanel" tabindex="0" data-headlessui-state="selected"><div class="flex-none p-5 overflow-x-auto text-sm h-full scrollbar-thin scrollbar-thumb-rounded scrollbar-thumb-white/20 dark:scrollbar-thumb-white/20 hover:scrollbar-thumb-white/25 dark:hover:scrollbar-thumb-white/25 active:scrollbar-thumb-white/25 dark:active:scrollbar-thumb-white/25 leading-6"><pre class="language-python"><code class="language-python"><span class=""><span class="token comment"># pip install pinecone[grpc]</span></span> <span class=""><span class="token comment"># Serverless index</span></span> <span class=""><span class="token keyword">from</span> pinecone<span class="token punctuation">.</span>grpc <span class="token keyword">import</span> PineconeGRPC <span class="token keyword">as</span> Pinecone</span> <span class=""><span class="token keyword">from</span> pinecone <span class="token keyword">import</span> ServerlessSpec</span>  <span class="">pc <span class="token operator">=</span> Pinecone<span class="token punctuation">(</span>api_key<span class="token operator">=</span><span class="token string">"YOUR_API_KEY"</span><span class="token punctuation">)</span></span>  <span class="">pc<span class="token punctuation">.</span>create_index<span class="token punctuation">(</span></span> <span class=""> name<span class="token operator">=</span><span class="token string">"example-index"</span><span class="token punctuation">,</span></span> <span class=""> dimension<span class="token operator">=</span><span class="token number">1536</span><span class="token punctuation">,</span></span> <span class=""> metric<span class="token operator">=</span><span class="token string">"cosine"</span><span class="token punctuation">,</span></span> <span class=""> spec<span class="token operator">=</span>ServerlessSpec<span class="token punctuation">(</span></span> <span class=""> cloud<span class="token operator">=</span><span class="token string">"aws"</span><span class="token punctuation">,</span></span> <span class=""> region<span class="token operator">=</span><span class="token string">"us-east-1"</span></span> <span class=""> <span class="token punctuation">)</span><span class="token punctuation">,</span></span> <span class=""> deletion_protection<span class="token operator">=</span><span class="token string">"enabled"</span></span> <span class=""><span class="token punctuation">)</span></span> </code></pre></div></div><span id="headlessui-tabs-panel-:Rak6mpkql6:" role="tabpanel" tabindex="-1" style="position:fixed;top:1px;left:1px;width:1px;height:0;padding:0;margin:-1px;overflow:hidden;clip:rect(0, 0, 0, 0);white-space:nowrap;border-width:0"></span><span id="headlessui-tabs-panel-:Rek6mpkql6:" role="tabpanel" tabindex="-1" style="position:fixed;top:1px;left:1px;width:1px;height:0;padding:0;margin:-1px;overflow:hidden;clip:rect(0, 0, 0, 0);white-space:nowrap;border-width:0"></span><span id="headlessui-tabs-panel-:Rik6mpkql6:" role="tabpanel" tabindex="-1" style="position:fixed;top:1px;left:1px;width:1px;height:0;padding:0;margin:-1px;overflow:hidden;clip:rect(0, 0, 0, 0);white-space:nowrap;border-width:0"></span><span id="headlessui-tabs-panel-:Rmk6mpkql6:" role="tabpanel" tabindex="-1" style="position:fixed;top:1px;left:1px;width:1px;height:0;padding:0;margin:-1px;overflow:hidden;clip:rect(0, 0, 0, 0);white-space:nowrap;border-width:0"></span><span id="headlessui-tabs-panel-:Rqk6mpkql6:" role="tabpanel" tabindex="-1" style="position:fixed;top:1px;left:1px;width:1px;height:0;padding:0;margin:-1px;overflow:hidden;clip:rect(0, 0, 0, 0);white-space:nowrap;border-width:0"></span></div></div> <p>To enable deletion protection when configuring an existing index:</p> <button type="button" aria-hidden="true" style="position:fixed;top:1px;left:1px;width:1px;height:0;padding:0;margin:-1px;overflow:hidden;clip:rect(0, 0, 0, 0);white-space:nowrap;border-width:0"></button><div class="mt-5 mb-8 flex flex-col not-prose relative overflow-hidden rounded-2xl dark:border-gray-800/50 bg-[#0F1117] border border-transparent dark:bg-codeblock text-gray-50 codeblock-dark"><div class="relative border-b border-gray-900/80 bg-[#0F1117] dark:bg-codeblock"><div class="text-xs leading-6 rounded-t-xl flex overflow-x-auto overflow-y-hidden mr-12 scrollbar-thin scrollbar-thumb-rounded scrollbar-thumb-white/20 dark:scrollbar-thumb-white/20 hover:scrollbar-thumb-white/25 dark:hover:scrollbar-thumb-white/25 active:scrollbar-thumb-white/25 dark:active:scrollbar-thumb-white/25" role="tablist" aria-orientation="horizontal"><button class="group flex items-center relative px-2 pt-2.5 pb-2 outline-none whitespace-nowrap font-medium text-primary-light" id="headlessui-tabs-tab-:Rlkempkql6:" role="tab" type="button" aria-selected="true" tabindex="0" data-headlessui-state="selected"><div class="px-2 rounded-lg z-10 group-hover:bg-gray-700/60 group-hover:text-primary-light">Python</div><div class="absolute inset-0 border-b pointer-events-none border-primary dark:border-primary-light"></div></button><button class="group flex items-center relative px-2 pt-2.5 pb-2 outline-none whitespace-nowrap font-medium text-gray-400" id="headlessui-tabs-tab-:R15kempkql6:" role="tab" type="button" aria-selected="false" tabindex="-1" data-headlessui-state=""><div class="px-2 rounded-lg z-10 group-hover:bg-gray-700/60 group-hover:text-primary-light">JavaScript</div></button><button class="group flex items-center relative px-2 pt-2.5 pb-2 outline-none whitespace-nowrap font-medium text-gray-400" id="headlessui-tabs-tab-:R1lkempkql6:" role="tab" type="button" aria-selected="false" tabindex="-1" data-headlessui-state=""><div class="px-2 rounded-lg z-10 group-hover:bg-gray-700/60 group-hover:text-primary-light">Java</div></button><button class="group flex items-center relative px-2 pt-2.5 pb-2 outline-none whitespace-nowrap font-medium text-gray-400" id="headlessui-tabs-tab-:R25kempkql6:" role="tab" type="button" aria-selected="false" tabindex="-1" data-headlessui-state=""><div class="px-2 rounded-lg z-10 group-hover:bg-gray-700/60 group-hover:text-primary-light">Go</div></button><button class="group flex items-center relative px-2 pt-2.5 pb-2 outline-none whitespace-nowrap font-medium text-gray-400" id="headlessui-tabs-tab-:R2lkempkql6:" role="tab" type="button" aria-selected="false" tabindex="-1" data-headlessui-state=""><div class="px-2 rounded-lg z-10 group-hover:bg-gray-700/60 group-hover:text-primary-light">C#</div></button><button class="group flex items-center relative px-2 pt-2.5 pb-2 outline-none whitespace-nowrap font-medium text-gray-400" id="headlessui-tabs-tab-:R35kempkql6:" role="tab" type="button" aria-selected="false" tabindex="-1" data-headlessui-state=""><div class="px-2 rounded-lg z-10 group-hover:bg-gray-700/60 group-hover:text-primary-light">curl</div></button></div><div class="flex h-full absolute top-0 pr-4 right-0 rounded-tr z-10"><div class="flex items-center justify-center h-[42px]"></div></div></div><div class="flex flex-1 overflow-hidden"><div class="relative min-w-full w-full transition-[height] duration-300 ease-in-out" style="font-variant-ligatures:none;height:auto" id="headlessui-tabs-panel-:R6kempkql6:" role="tabpanel" tabindex="0" data-headlessui-state="selected"><div class="flex-none p-5 overflow-x-auto text-sm h-full scrollbar-thin scrollbar-thumb-rounded scrollbar-thumb-white/20 dark:scrollbar-thumb-white/20 hover:scrollbar-thumb-white/25 dark:hover:scrollbar-thumb-white/25 active:scrollbar-thumb-white/25 dark:active:scrollbar-thumb-white/25 leading-6"><pre class="language-python"><code class="language-python"><span class=""><span class="token keyword">from</span> pinecone<span class="token punctuation">.</span>grpc <span class="token keyword">import</span> PineconeGRPC <span class="token keyword">as</span> Pinecone</span>  <span class="">pc <span class="token operator">=</span> Pinecone<span class="token punctuation">(</span>api_key<span class="token operator">=</span><span class="token string">"YOUR_API_KEY"</span><span class="token punctuation">)</span></span>  <span class="">pc<span class="token punctuation">.</span>configure_index<span class="token punctuation">(</span></span> <span class=""> name<span class="token operator">=</span><span class="token string">"example-index"</span><span class="token punctuation">,</span> </span> <span class=""> deletion_protection<span class="token operator">=</span><span class="token string">"enabled"</span></span> <span class=""><span class="token punctuation">)</span></span> </code></pre></div></div><span id="headlessui-tabs-panel-:Rakempkql6:" role="tabpanel" tabindex="-1" style="position:fixed;top:1px;left:1px;width:1px;height:0;padding:0;margin:-1px;overflow:hidden;clip:rect(0, 0, 0, 0);white-space:nowrap;border-width:0"></span><span id="headlessui-tabs-panel-:Rekempkql6:" role="tabpanel" tabindex="-1" style="position:fixed;top:1px;left:1px;width:1px;height:0;padding:0;margin:-1px;overflow:hidden;clip:rect(0, 0, 0, 0);white-space:nowrap;border-width:0"></span><span id="headlessui-tabs-panel-:Rikempkql6:" role="tabpanel" tabindex="-1" style="position:fixed;top:1px;left:1px;width:1px;height:0;padding:0;margin:-1px;overflow:hidden;clip:rect(0, 0, 0, 0);white-space:nowrap;border-width:0"></span><span id="headlessui-tabs-panel-:Rmkempkql6:" role="tabpanel" tabindex="-1" style="position:fixed;top:1px;left:1px;width:1px;height:0;padding:0;margin:-1px;overflow:hidden;clip:rect(0, 0, 0, 0);white-space:nowrap;border-width:0"></span><span id="headlessui-tabs-panel-:Rqkempkql6:" role="tabpanel" tabindex="-1" style="position:fixed;top:1px;left:1px;width:1px;height:0;padding:0;margin:-1px;overflow:hidden;clip:rect(0, 0, 0, 0);white-space:nowrap;border-width:0"></span></div></div> <p>When deletion protection is enabled on an index, requests to delete the index fail and return a <code>403 - FORBIDDEN</code> status with the following error:</p> <div class="mt-5 mb-8 not-prose rounded-2xl relative text-gray-50 bg-[#0F1117] dark:bg-codeblock border border-transparent dark:border-gray-800/50 codeblock-dark"><div class="min-w-full relative text-sm leading-6 children:!my-0 children:!shadow-none children:!bg-transparent transition-[height] duration-300 ease-in-out" style="font-variant-ligatures:none;height:auto"><div class="overflow-x-auto h-full p-5 [&_code]:pr-[3.5rem] overflow-y-hidden scrollbar-thin scrollbar-thumb-rounded scrollbar-thumb-white/20 dark:scrollbar-thumb-white/20 hover:scrollbar-thumb-white/25 dark:hover:scrollbar-thumb-white/25 active:scrollbar-thumb-white/25 dark:active:scrollbar-thumb-white/25"><pre class="language-plaintext"><code><span class="">Deletion protection is enabled for this index. Disable deletion protection before retrying.</span> </code></pre></div></div></div> <h3 class="flex whitespace-pre-wrap group font-semibold" id="disable-deletion-protection"><div class="absolute"><a href="#disable-deletion-protection" class="-ml-10 flex items-center opacity-0 border-0 group-hover:opacity-100" aria-label="Navigate to header"><div class="w-6 h-6 text-gray-400 rounded-md flex items-center justify-center zinc-box bg-white ring-1 ring-gray-400/30 dark:ring-gray-700/25 hover:ring-gray-400/60 dark:hover:ring-white/20"><svg xmlns="http://www.w3.org/2000/svg" fill="gray" height="12px" viewBox="0 0 576 512"><path d="M0 256C0 167.6 71.6 96 160 96h72c13.3 0 24 10.7 24 24s-10.7 24-24 24H160C98.1 144 48 194.1 48 256s50.1 112 112 112h72c13.3 0 24 10.7 24 24s-10.7 24-24 24H160C71.6 416 0 344.4 0 256zm576 0c0 88.4-71.6 160-160 160H344c-13.3 0-24-10.7-24-24s10.7-24 24-24h72c61.9 0 112-50.1 112-112s-50.1-112-112-112H344c-13.3 0-24-10.7-24-24s10.7-24 24-24h72c88.4 0 160 71.6 160 160zM184 232H392c13.3 0 24 10.7 24 24s-10.7 24-24 24H184c-13.3 0-24-10.7-24-24s10.7-24 24-24z"></path></svg></div></a></div><span class="cursor-pointer">Disable deletion protection</span></h3> <p>Before you can <a href="/_sites/docs.pinecone.io/guides/indexes/manage-indexes#delete-an-index">delete an index</a> with deletion protection enabled, you must first disable deletion protection as follows:</p> <button type="button" aria-hidden="true" style="position:fixed;top:1px;left:1px;width:1px;height:0;padding:0;margin:-1px;overflow:hidden;clip:rect(0, 0, 0, 0);white-space:nowrap;border-width:0"></button><div class="mt-5 mb-8 flex flex-col not-prose relative overflow-hidden rounded-2xl dark:border-gray-800/50 bg-[#0F1117] border border-transparent dark:bg-codeblock text-gray-50 codeblock-dark"><div class="relative border-b border-gray-900/80 bg-[#0F1117] dark:bg-codeblock"><div class="text-xs leading-6 rounded-t-xl flex overflow-x-auto overflow-y-hidden mr-12 scrollbar-thin scrollbar-thumb-rounded scrollbar-thumb-white/20 dark:scrollbar-thumb-white/20 hover:scrollbar-thumb-white/25 dark:hover:scrollbar-thumb-white/25 active:scrollbar-thumb-white/25 dark:active:scrollbar-thumb-white/25" role="tablist" aria-orientation="horizontal"><button class="group flex items-center relative px-2 pt-2.5 pb-2 outline-none whitespace-nowrap font-medium text-primary-light" id="headlessui-tabs-tab-:Rll2mpkql6:" role="tab" type="button" aria-selected="true" tabindex="0" data-headlessui-state="selected"><div class="px-2 rounded-lg z-10 group-hover:bg-gray-700/60 group-hover:text-primary-light">Python</div><div class="absolute inset-0 border-b pointer-events-none border-primary dark:border-primary-light"></div></button><button class="group flex items-center relative px-2 pt-2.5 pb-2 outline-none whitespace-nowrap font-medium text-gray-400" id="headlessui-tabs-tab-:R15l2mpkql6:" role="tab" type="button" aria-selected="false" tabindex="-1" data-headlessui-state=""><div class="px-2 rounded-lg z-10 group-hover:bg-gray-700/60 group-hover:text-primary-light">JavaScript</div></button><button class="group flex items-center relative px-2 pt-2.5 pb-2 outline-none whitespace-nowrap font-medium text-gray-400" id="headlessui-tabs-tab-:R1ll2mpkql6:" role="tab" type="button" aria-selected="false" tabindex="-1" data-headlessui-state=""><div class="px-2 rounded-lg z-10 group-hover:bg-gray-700/60 group-hover:text-primary-light">Java</div></button><button class="group flex items-center relative px-2 pt-2.5 pb-2 outline-none whitespace-nowrap font-medium text-gray-400" id="headlessui-tabs-tab-:R25l2mpkql6:" role="tab" type="button" aria-selected="false" tabindex="-1" data-headlessui-state=""><div class="px-2 rounded-lg z-10 group-hover:bg-gray-700/60 group-hover:text-primary-light">Go</div></button><button class="group flex items-center relative px-2 pt-2.5 pb-2 outline-none whitespace-nowrap font-medium text-gray-400" id="headlessui-tabs-tab-:R2ll2mpkql6:" role="tab" type="button" aria-selected="false" tabindex="-1" data-headlessui-state=""><div class="px-2 rounded-lg z-10 group-hover:bg-gray-700/60 group-hover:text-primary-light">C#</div></button><button class="group flex items-center relative px-2 pt-2.5 pb-2 outline-none whitespace-nowrap font-medium text-gray-400" id="headlessui-tabs-tab-:R35l2mpkql6:" role="tab" type="button" aria-selected="false" tabindex="-1" data-headlessui-state=""><div class="px-2 rounded-lg z-10 group-hover:bg-gray-700/60 group-hover:text-primary-light">curl</div></button></div><div class="flex h-full absolute top-0 pr-4 right-0 rounded-tr z-10"><div class="flex items-center justify-center h-[42px]"></div></div></div><div class="flex flex-1 overflow-hidden"><div class="relative min-w-full w-full transition-[height] duration-300 ease-in-out" style="font-variant-ligatures:none;height:auto" id="headlessui-tabs-panel-:R6l2mpkql6:" role="tabpanel" tabindex="0" data-headlessui-state="selected"><div class="flex-none p-5 overflow-x-auto text-sm h-full scrollbar-thin scrollbar-thumb-rounded scrollbar-thumb-white/20 dark:scrollbar-thumb-white/20 hover:scrollbar-thumb-white/25 dark:hover:scrollbar-thumb-white/25 active:scrollbar-thumb-white/25 dark:active:scrollbar-thumb-white/25 leading-6"><pre class="language-python"><code class="language-python"><span class=""><span class="token keyword">from</span> pinecone<span class="token punctuation">.</span>grpc <span class="token keyword">import</span> PineconeGRPC <span class="token keyword">as</span> Pinecone</span>  <span class="">pc <span class="token operator">=</span> Pinecone<span class="token punctuation">(</span>api_key<span class="token operator">=</span><span class="token string">"YOUR_API_KEY"</span><span class="token punctuation">)</span></span>  <span class="">pc<span class="token punctuation">.</span>configure_index<span class="token punctuation">(</span></span> <span class=""> name<span class="token operator">=</span><span class="token string">"example-index"</span><span class="token punctuation">,</span> </span> <span class=""> deletion_protection<span class="token operator">=</span><span class="token string">"disabled"</span></span> <span class=""><span class="token punctuation">)</span></span> </code></pre></div></div><span id="headlessui-tabs-panel-:Ral2mpkql6:" role="tabpanel" tabindex="-1" style="position:fixed;top:1px;left:1px;width:1px;height:0;padding:0;margin:-1px;overflow:hidden;clip:rect(0, 0, 0, 0);white-space:nowrap;border-width:0"></span><span id="headlessui-tabs-panel-:Rel2mpkql6:" role="tabpanel" tabindex="-1" style="position:fixed;top:1px;left:1px;width:1px;height:0;padding:0;margin:-1px;overflow:hidden;clip:rect(0, 0, 0, 0);white-space:nowrap;border-width:0"></span><span id="headlessui-tabs-panel-:Ril2mpkql6:" role="tabpanel" tabindex="-1" style="position:fixed;top:1px;left:1px;width:1px;height:0;padding:0;margin:-1px;overflow:hidden;clip:rect(0, 0, 0, 0);white-space:nowrap;border-width:0"></span><span id="headlessui-tabs-panel-:Rml2mpkql6:" role="tabpanel" tabindex="-1" style="position:fixed;top:1px;left:1px;width:1px;height:0;padding:0;margin:-1px;overflow:hidden;clip:rect(0, 0, 0, 0);white-space:nowrap;border-width:0"></span><span id="headlessui-tabs-panel-:Rql2mpkql6:" role="tabpanel" tabindex="-1" style="position:fixed;top:1px;left:1px;width:1px;height:0;padding:0;margin:-1px;overflow:hidden;clip:rect(0, 0, 0, 0);white-space:nowrap;border-width:0"></span></div></div> <h2 class="flex whitespace-pre-wrap group font-semibold" id="configure-index-tags"><div class="absolute"><a href="#configure-index-tags" class="-ml-10 flex items-center opacity-0 border-0 group-hover:opacity-100" aria-label="Navigate to header"><div class="w-6 h-6 text-gray-400 rounded-md flex items-center justify-center zinc-box bg-white ring-1 ring-gray-400/30 dark:ring-gray-700/25 hover:ring-gray-400/60 dark:hover:ring-white/20"><svg xmlns="http://www.w3.org/2000/svg" fill="gray" height="12px" viewBox="0 0 576 512"><path d="M0 256C0 167.6 71.6 96 160 96h72c13.3 0 24 10.7 24 24s-10.7 24-24 24H160C98.1 144 48 194.1 48 256s50.1 112 112 112h72c13.3 0 24 10.7 24 24s-10.7 24-24 24H160C71.6 416 0 344.4 0 256zm576 0c0 88.4-71.6 160-160 160H344c-13.3 0-24-10.7-24-24s10.7-24 24-24h72c61.9 0 112-50.1 112-112s-50.1-112-112-112H344c-13.3 0-24-10.7-24-24s10.7-24 24-24h72c88.4 0 160 71.6 160 160zM184 232H392c13.3 0 24 10.7 24 24s-10.7 24-24 24H184c-13.3 0-24-10.7-24-24s10.7-24 24-24z"></path></svg></div></a></div><span class="cursor-pointer">Configure index tags</span></h2> <p>Tags are key-value pairs that you can use to categorize and identify the index.</p> <h3 class="flex whitespace-pre-wrap group font-semibold" id="add-tags"><div class="absolute"><a href="#add-tags" class="-ml-10 flex items-center opacity-0 border-0 group-hover:opacity-100" aria-label="Navigate to header"><div class="w-6 h-6 text-gray-400 rounded-md flex items-center justify-center zinc-box bg-white ring-1 ring-gray-400/30 dark:ring-gray-700/25 hover:ring-gray-400/60 dark:hover:ring-white/20"><svg xmlns="http://www.w3.org/2000/svg" fill="gray" height="12px" viewBox="0 0 576 512"><path d="M0 256C0 167.6 71.6 96 160 96h72c13.3 0 24 10.7 24 24s-10.7 24-24 24H160C98.1 144 48 194.1 48 256s50.1 112 112 112h72c13.3 0 24 10.7 24 24s-10.7 24-24 24H160C71.6 416 0 344.4 0 256zm576 0c0 88.4-71.6 160-160 160H344c-13.3 0-24-10.7-24-24s10.7-24 24-24h72c61.9 0 112-50.1 112-112s-50.1-112-112-112H344c-13.3 0-24-10.7-24-24s10.7-24 24-24h72c88.4 0 160 71.6 160 160zM184 232H392c13.3 0 24 10.7 24 24s-10.7 24-24 24H184c-13.3 0-24-10.7-24-24s10.7-24 24-24z"></path></svg></div></a></div><span class="cursor-pointer">Add tags</span></h3> <p>To add tags to an index, use the <code>tags</code> parameter when <a href="/guides/indexes/create-an-index">creating a new index</a> or when <a href="/guides/indexes/pods/manage-pod-based-indexes">configuring an existing index</a>.</p> <p>To add tags when creating a new index:</p> <button type="button" aria-hidden="true" style="position:fixed;top:1px;left:1px;width:1px;height:0;padding:0;margin:-1px;overflow:hidden;clip:rect(0, 0, 0, 0);white-space:nowrap;border-width:0"></button><div class="mt-5 mb-8 flex flex-col not-prose relative overflow-hidden rounded-2xl dark:border-gray-800/50 bg-[#0F1117] border border-transparent dark:bg-codeblock text-gray-50 codeblock-dark"><div class="relative border-b border-gray-900/80 bg-[#0F1117] dark:bg-codeblock"><div class="text-xs leading-6 rounded-t-xl flex overflow-x-auto overflow-y-hidden mr-12 scrollbar-thin scrollbar-thumb-rounded scrollbar-thumb-white/20 dark:scrollbar-thumb-white/20 hover:scrollbar-thumb-white/25 dark:hover:scrollbar-thumb-white/25 active:scrollbar-thumb-white/25 dark:active:scrollbar-thumb-white/25" role="tablist" aria-orientation="horizontal"><button class="group flex items-center relative px-2 pt-2.5 pb-2 outline-none whitespace-nowrap font-medium text-primary-light" id="headlessui-tabs-tab-:Rllqmpkql6:" role="tab" type="button" aria-selected="true" tabindex="0" data-headlessui-state="selected"><div class="px-2 rounded-lg z-10 group-hover:bg-gray-700/60 group-hover:text-primary-light">Python</div><div class="absolute inset-0 border-b pointer-events-none border-primary dark:border-primary-light"></div></button><button class="group flex items-center relative px-2 pt-2.5 pb-2 outline-none whitespace-nowrap font-medium text-gray-400" id="headlessui-tabs-tab-:R15lqmpkql6:" role="tab" type="button" aria-selected="false" tabindex="-1" data-headlessui-state=""><div class="px-2 rounded-lg z-10 group-hover:bg-gray-700/60 group-hover:text-primary-light">JavaScript</div></button><button class="group flex items-center relative px-2 pt-2.5 pb-2 outline-none whitespace-nowrap font-medium text-gray-400" id="headlessui-tabs-tab-:R1llqmpkql6:" role="tab" type="button" aria-selected="false" tabindex="-1" data-headlessui-state=""><div class="px-2 rounded-lg z-10 group-hover:bg-gray-700/60 group-hover:text-primary-light">Java</div></button><button class="group flex items-center relative px-2 pt-2.5 pb-2 outline-none whitespace-nowrap font-medium text-gray-400" id="headlessui-tabs-tab-:R25lqmpkql6:" role="tab" type="button" aria-selected="false" tabindex="-1" data-headlessui-state=""><div class="px-2 rounded-lg z-10 group-hover:bg-gray-700/60 group-hover:text-primary-light">Go</div></button><button class="group flex items-center relative px-2 pt-2.5 pb-2 outline-none whitespace-nowrap font-medium text-gray-400" id="headlessui-tabs-tab-:R2llqmpkql6:" role="tab" type="button" aria-selected="false" tabindex="-1" data-headlessui-state=""><div class="px-2 rounded-lg z-10 group-hover:bg-gray-700/60 group-hover:text-primary-light">C#</div></button><button class="group flex items-center relative px-2 pt-2.5 pb-2 outline-none whitespace-nowrap font-medium text-gray-400" id="headlessui-tabs-tab-:R35lqmpkql6:" role="tab" type="button" aria-selected="false" tabindex="-1" data-headlessui-state=""><div class="px-2 rounded-lg z-10 group-hover:bg-gray-700/60 group-hover:text-primary-light">curl</div></button></div><div class="flex h-full absolute top-0 pr-4 right-0 rounded-tr z-10"><div class="flex items-center justify-center h-[42px]"></div></div></div><div class="flex flex-1 overflow-hidden"><div class="relative min-w-full w-full transition-[height] duration-300 ease-in-out" style="font-variant-ligatures:none;height:auto" id="headlessui-tabs-panel-:R6lqmpkql6:" role="tabpanel" tabindex="0" data-headlessui-state="selected"><div class="flex-none p-5 overflow-x-auto text-sm h-full scrollbar-thin scrollbar-thumb-rounded scrollbar-thumb-white/20 dark:scrollbar-thumb-white/20 hover:scrollbar-thumb-white/25 dark:hover:scrollbar-thumb-white/25 active:scrollbar-thumb-white/25 dark:active:scrollbar-thumb-white/25 leading-6"><pre class="language-python"><code class="language-python"><span class=""><span class="token keyword">from</span> pinecone<span class="token punctuation">.</span>grpc <span class="token keyword">import</span> PineconeGRPC <span class="token keyword">as</span> Pinecone</span> <span class=""><span class="token keyword">from</span> pinecone <span class="token keyword">import</span> ServerlessSpec</span>  <span class="">pc <span class="token operator">=</span> Pinecone<span class="token punctuation">(</span>api_key<span class="token operator">=</span><span class="token string">"YOUR_API_KEY"</span><span class="token punctuation">)</span></span>  <span class="">pc<span class="token punctuation">.</span>create_index<span class="token punctuation">(</span></span> <span class=""> name<span class="token operator">=</span><span class="token string">"example-index"</span><span class="token punctuation">,</span></span> <span class=""> dimension<span class="token operator">=</span><span class="token number">1536</span><span class="token punctuation">,</span></span> <span class=""> metric<span class="token operator">=</span><span class="token string">"cosine"</span><span class="token punctuation">,</span></span> <span class=""> spec<span class="token operator">=</span>ServerlessSpec<span class="token punctuation">(</span></span> <span class=""> cloud<span class="token operator">=</span><span class="token string">"aws"</span><span class="token punctuation">,</span></span> <span class=""> region<span class="token operator">=</span><span class="token string">"us-east-1"</span></span> <span class=""> <span class="token punctuation">)</span><span class="token punctuation">,</span></span> <span class=""> deletion_protection<span class="token operator">=</span><span class="token string">"disabled"</span><span class="token punctuation">,</span></span> <span class=""> tags<span class="token operator">=</span><span class="token punctuation">{</span></span> <span class=""> <span class="token string">"example"</span><span class="token punctuation">:</span> <span class="token string">"tag"</span><span class="token punctuation">,</span> </span> <span class=""> <span class="token string">"environment"</span><span class="token punctuation">:</span> <span class="token string">"development"</span></span> <span class=""> <span class="token punctuation">}</span></span> <span class=""><span class="token punctuation">)</span></span> </code></pre></div></div><span id="headlessui-tabs-panel-:Ralqmpkql6:" role="tabpanel" tabindex="-1" style="position:fixed;top:1px;left:1px;width:1px;height:0;padding:0;margin:-1px;overflow:hidden;clip:rect(0, 0, 0, 0);white-space:nowrap;border-width:0"></span><span id="headlessui-tabs-panel-:Relqmpkql6:" role="tabpanel" tabindex="-1" style="position:fixed;top:1px;left:1px;width:1px;height:0;padding:0;margin:-1px;overflow:hidden;clip:rect(0, 0, 0, 0);white-space:nowrap;border-width:0"></span><span id="headlessui-tabs-panel-:Rilqmpkql6:" role="tabpanel" tabindex="-1" style="position:fixed;top:1px;left:1px;width:1px;height:0;padding:0;margin:-1px;overflow:hidden;clip:rect(0, 0, 0, 0);white-space:nowrap;border-width:0"></span><span id="headlessui-tabs-panel-:Rmlqmpkql6:" role="tabpanel" tabindex="-1" style="position:fixed;top:1px;left:1px;width:1px;height:0;padding:0;margin:-1px;overflow:hidden;clip:rect(0, 0, 0, 0);white-space:nowrap;border-width:0"></span><span id="headlessui-tabs-panel-:Rqlqmpkql6:" role="tabpanel" tabindex="-1" style="position:fixed;top:1px;left:1px;width:1px;height:0;padding:0;margin:-1px;overflow:hidden;clip:rect(0, 0, 0, 0);white-space:nowrap;border-width:0"></span></div></div> <div class="my-4 px-5 py-4 overflow-hidden rounded-2xl flex gap-3 border border-emerald-500/20 bg-emerald-50/50 dark:border-emerald-500/30 dark:bg-emerald-500/10"><div class="mt-0.5 w-4"><svg width="11" height="14" viewBox="0 0 11 14" fill="currentColor" xmlns="http://www.w3.org/2000/svg" class="text-emerald-600 dark:text-emerald-400/80 w-3.5 h-auto" aria-label="Tip"><path d="M3.12794 12.4232C3.12794 12.5954 3.1776 12.7634 3.27244 12.907L3.74114 13.6095C3.88471 13.8248 4.21067 14 4.46964 14H6.15606C6.41415 14 6.74017 13.825 6.88373 13.6095L7.3508 12.9073C7.43114 12.7859 7.49705 12.569 7.49705 12.4232L7.50055 11.3513H3.12521L3.12794 12.4232ZM5.31288 0C2.52414 0.00875889 0.5 2.26889 0.5 4.78826C0.5 6.00188 0.949566 7.10829 1.69119 7.95492C2.14321 8.47011 2.84901 9.54727 3.11919 10.4557C3.12005 10.4625 3.12175 10.4698 3.12261 10.4771H7.50342C7.50427 10.4698 7.50598 10.463 7.50684 10.4557C7.77688 9.54727 8.48281 8.47011 8.93484 7.95492C9.67728 7.13181 10.1258 6.02703 10.1258 4.78826C10.1258 2.15486 7.9709 0.000106649 5.31288 0ZM7.94902 7.11267C7.52078 7.60079 6.99082 8.37878 6.6077 9.18794H4.02051C3.63739 8.37878 3.10743 7.60079 2.67947 7.11294C2.11997 6.47551 1.8126 5.63599 1.8126 4.78826C1.8126 3.09829 3.12794 1.31944 5.28827 1.3126C7.2435 1.3126 8.81315 2.88226 8.81315 4.78826C8.81315 5.63599 8.50688 6.47551 7.94902 7.11267ZM4.87534 2.18767C3.66939 2.18767 2.68767 3.16939 2.68767 4.37534C2.68767 4.61719 2.88336 4.81288 3.12521 4.81288C3.36705 4.81288 3.56274 4.61599 3.56274 4.37534C3.56274 3.6515 4.1515 3.06274 4.87534 3.06274C5.11719 3.06274 5.31288 2.86727 5.31288 2.62548C5.31288 2.38369 5.11599 2.18767 4.87534 2.18767Z"></path></svg></div><div class="text-sm prose min-w-0 w-full text-emerald-900 dark:text-emerald-200"><p>You can add tags during index creation using the <a href="https://app.pinecone.io/organizations/-/projects/-/create-index/" target="_blank" rel="noreferrer">Pinecone console</a>.</p></div></div> <p>To add or update tags when configuring an existing index:</p> <button type="button" aria-hidden="true" style="position:fixed;top:1px;left:1px;width:1px;height:0;padding:0;margin:-1px;overflow:hidden;clip:rect(0, 0, 0, 0);white-space:nowrap;border-width:0"></button><div class="mt-5 mb-8 flex flex-col not-prose relative overflow-hidden rounded-2xl dark:border-gray-800/50 bg-[#0F1117] border border-transparent dark:bg-codeblock text-gray-50 codeblock-dark"><div class="relative border-b border-gray-900/80 bg-[#0F1117] dark:bg-codeblock"><div class="text-xs leading-6 rounded-t-xl flex overflow-x-auto overflow-y-hidden mr-12 scrollbar-thin scrollbar-thumb-rounded scrollbar-thumb-white/20 dark:scrollbar-thumb-white/20 hover:scrollbar-thumb-white/25 dark:hover:scrollbar-thumb-white/25 active:scrollbar-thumb-white/25 dark:active:scrollbar-thumb-white/25" role="tablist" aria-orientation="horizontal"><button class="group flex items-center relative px-2 pt-2.5 pb-2 outline-none whitespace-nowrap font-medium text-primary-light" id="headlessui-tabs-tab-:Rlm6mpkql6:" role="tab" type="button" aria-selected="true" tabindex="0" data-headlessui-state="selected"><div class="px-2 rounded-lg z-10 group-hover:bg-gray-700/60 group-hover:text-primary-light">Python</div><div class="absolute inset-0 border-b pointer-events-none border-primary dark:border-primary-light"></div></button><button class="group flex items-center relative px-2 pt-2.5 pb-2 outline-none whitespace-nowrap font-medium text-gray-400" id="headlessui-tabs-tab-:R15m6mpkql6:" role="tab" type="button" aria-selected="false" tabindex="-1" data-headlessui-state=""><div class="px-2 rounded-lg z-10 group-hover:bg-gray-700/60 group-hover:text-primary-light">JavaScript</div></button><button class="group flex items-center relative px-2 pt-2.5 pb-2 outline-none whitespace-nowrap font-medium text-gray-400" id="headlessui-tabs-tab-:R1lm6mpkql6:" role="tab" type="button" aria-selected="false" tabindex="-1" data-headlessui-state=""><div class="px-2 rounded-lg z-10 group-hover:bg-gray-700/60 group-hover:text-primary-light">Java</div></button><button class="group flex items-center relative px-2 pt-2.5 pb-2 outline-none whitespace-nowrap font-medium text-gray-400" id="headlessui-tabs-tab-:R25m6mpkql6:" role="tab" type="button" aria-selected="false" tabindex="-1" data-headlessui-state=""><div class="px-2 rounded-lg z-10 group-hover:bg-gray-700/60 group-hover:text-primary-light">Go</div></button><button class="group flex items-center relative px-2 pt-2.5 pb-2 outline-none whitespace-nowrap font-medium text-gray-400" id="headlessui-tabs-tab-:R2lm6mpkql6:" role="tab" type="button" aria-selected="false" tabindex="-1" data-headlessui-state=""><div class="px-2 rounded-lg z-10 group-hover:bg-gray-700/60 group-hover:text-primary-light">C#</div></button><button class="group flex items-center relative px-2 pt-2.5 pb-2 outline-none whitespace-nowrap font-medium text-gray-400" id="headlessui-tabs-tab-:R35m6mpkql6:" role="tab" type="button" aria-selected="false" tabindex="-1" data-headlessui-state=""><div class="px-2 rounded-lg z-10 group-hover:bg-gray-700/60 group-hover:text-primary-light">curl</div></button></div><div class="flex h-full absolute top-0 pr-4 right-0 rounded-tr z-10"><div class="flex items-center justify-center h-[42px]"></div></div></div><div class="flex flex-1 overflow-hidden"><div class="relative min-w-full w-full transition-[height] duration-300 ease-in-out" style="font-variant-ligatures:none;height:auto" id="headlessui-tabs-panel-:R6m6mpkql6:" role="tabpanel" tabindex="0" data-headlessui-state="selected"><div class="flex-none p-5 overflow-x-auto text-sm h-full scrollbar-thin scrollbar-thumb-rounded scrollbar-thumb-white/20 dark:scrollbar-thumb-white/20 hover:scrollbar-thumb-white/25 dark:hover:scrollbar-thumb-white/25 active:scrollbar-thumb-white/25 dark:active:scrollbar-thumb-white/25 leading-6"><pre class="language-python"><code class="language-python"><span class=""><span class="token keyword">from</span> pinecone<span class="token punctuation">.</span>grpc <span class="token keyword">import</span> PineconeGRPC <span class="token keyword">as</span> Pinecone</span>  <span class="">pc <span class="token operator">=</span> Pinecone<span class="token punctuation">(</span>api_key<span class="token operator">=</span><span class="token string">"YOUR_API_KEY"</span><span class="token punctuation">)</span></span>  <span class="">pc<span class="token punctuation">.</span>configure_index<span class="token punctuation">(</span></span> <span class=""> name<span class="token operator">=</span><span class="token string">"example-index"</span><span class="token punctuation">,</span> </span> <span class=""> tags<span class="token operator">=</span><span class="token punctuation">{</span></span> <span class=""> example<span class="token punctuation">:</span> <span class="token string">"tag"</span><span class="token punctuation">,</span> </span> <span class=""> environment<span class="token punctuation">:</span> <span class="token string">"development"</span> </span> <span class=""> <span class="token punctuation">}</span></span> <span class=""><span class="token punctuation">)</span></span> </code></pre></div></div><span id="headlessui-tabs-panel-:Ram6mpkql6:" role="tabpanel" tabindex="-1" style="position:fixed;top:1px;left:1px;width:1px;height:0;padding:0;margin:-1px;overflow:hidden;clip:rect(0, 0, 0, 0);white-space:nowrap;border-width:0"></span><span id="headlessui-tabs-panel-:Rem6mpkql6:" role="tabpanel" tabindex="-1" style="position:fixed;top:1px;left:1px;width:1px;height:0;padding:0;margin:-1px;overflow:hidden;clip:rect(0, 0, 0, 0);white-space:nowrap;border-width:0"></span><span id="headlessui-tabs-panel-:Rim6mpkql6:" role="tabpanel" tabindex="-1" style="position:fixed;top:1px;left:1px;width:1px;height:0;padding:0;margin:-1px;overflow:hidden;clip:rect(0, 0, 0, 0);white-space:nowrap;border-width:0"></span><span id="headlessui-tabs-panel-:Rmm6mpkql6:" role="tabpanel" tabindex="-1" style="position:fixed;top:1px;left:1px;width:1px;height:0;padding:0;margin:-1px;overflow:hidden;clip:rect(0, 0, 0, 0);white-space:nowrap;border-width:0"></span><span id="headlessui-tabs-panel-:Rqm6mpkql6:" role="tabpanel" tabindex="-1" style="position:fixed;top:1px;left:1px;width:1px;height:0;padding:0;margin:-1px;overflow:hidden;clip:rect(0, 0, 0, 0);white-space:nowrap;border-width:0"></span></div></div> <div class="my-4 px-5 py-4 overflow-hidden rounded-2xl flex gap-3 border border-emerald-500/20 bg-emerald-50/50 dark:border-emerald-500/30 dark:bg-emerald-500/10"><div class="mt-0.5 w-4"><svg width="11" height="14" viewBox="0 0 11 14" fill="currentColor" xmlns="http://www.w3.org/2000/svg" class="text-emerald-600 dark:text-emerald-400/80 w-3.5 h-auto" aria-label="Tip"><path d="M3.12794 12.4232C3.12794 12.5954 3.1776 12.7634 3.27244 12.907L3.74114 13.6095C3.88471 13.8248 4.21067 14 4.46964 14H6.15606C6.41415 14 6.74017 13.825 6.88373 13.6095L7.3508 12.9073C7.43114 12.7859 7.49705 12.569 7.49705 12.4232L7.50055 11.3513H3.12521L3.12794 12.4232ZM5.31288 0C2.52414 0.00875889 0.5 2.26889 0.5 4.78826C0.5 6.00188 0.949566 7.10829 1.69119 7.95492C2.14321 8.47011 2.84901 9.54727 3.11919 10.4557C3.12005 10.4625 3.12175 10.4698 3.12261 10.4771H7.50342C7.50427 10.4698 7.50598 10.463 7.50684 10.4557C7.77688 9.54727 8.48281 8.47011 8.93484 7.95492C9.67728 7.13181 10.1258 6.02703 10.1258 4.78826C10.1258 2.15486 7.9709 0.000106649 5.31288 0ZM7.94902 7.11267C7.52078 7.60079 6.99082 8.37878 6.6077 9.18794H4.02051C3.63739 8.37878 3.10743 7.60079 2.67947 7.11294C2.11997 6.47551 1.8126 5.63599 1.8126 4.78826C1.8126 3.09829 3.12794 1.31944 5.28827 1.3126C7.2435 1.3126 8.81315 2.88226 8.81315 4.78826C8.81315 5.63599 8.50688 6.47551 7.94902 7.11267ZM4.87534 2.18767C3.66939 2.18767 2.68767 3.16939 2.68767 4.37534C2.68767 4.61719 2.88336 4.81288 3.12521 4.81288C3.36705 4.81288 3.56274 4.61599 3.56274 4.37534C3.56274 3.6515 4.1515 3.06274 4.87534 3.06274C5.11719 3.06274 5.31288 2.86727 5.31288 2.62548C5.31288 2.38369 5.11599 2.18767 4.87534 2.18767Z"></path></svg></div><div class="text-sm prose min-w-0 w-full text-emerald-900 dark:text-emerald-200"><p>You can add or update tags when configuring an existing index using the <a href="https://app.pinecone.io/organizations/-/projects/-/indexes" target="_blank" rel="noreferrer">Pinecone console</a>. Find the index to edit and click the <strong>ellipsis (..) menu > Add tags</strong>.</p></div></div> <h3 class="flex whitespace-pre-wrap group font-semibold" id="view-tags"><div class="absolute"><a href="#view-tags" class="-ml-10 flex items-center opacity-0 border-0 group-hover:opacity-100" aria-label="Navigate to header"><div class="w-6 h-6 text-gray-400 rounded-md flex items-center justify-center zinc-box bg-white ring-1 ring-gray-400/30 dark:ring-gray-700/25 hover:ring-gray-400/60 dark:hover:ring-white/20"><svg xmlns="http://www.w3.org/2000/svg" fill="gray" height="12px" viewBox="0 0 576 512"><path d="M0 256C0 167.6 71.6 96 160 96h72c13.3 0 24 10.7 24 24s-10.7 24-24 24H160C98.1 144 48 194.1 48 256s50.1 112 112 112h72c13.3 0 24 10.7 24 24s-10.7 24-24 24H160C71.6 416 0 344.4 0 256zm576 0c0 88.4-71.6 160-160 160H344c-13.3 0-24-10.7-24-24s10.7-24 24-24h72c61.9 0 112-50.1 112-112s-50.1-112-112-112H344c-13.3 0-24-10.7-24-24s10.7-24 24-24h72c88.4 0 160 71.6 160 160zM184 232H392c13.3 0 24 10.7 24 24s-10.7 24-24 24H184c-13.3 0-24-10.7-24-24s10.7-24 24-24z"></path></svg></div></a></div><span class="cursor-pointer">View tags</span></h3> <p>To view the tags of an index, <a href="/guides/indexes/manage-indexes">list all indexes</a> in a project or <a href="/guides/indexes/manage-indexes">get information about a specific index</a>.</p> <h3 class="flex whitespace-pre-wrap group font-semibold" id="remove-tags"><div class="absolute"><a href="#remove-tags" class="-ml-10 flex items-center opacity-0 border-0 group-hover:opacity-100" aria-label="Navigate to header"><div class="w-6 h-6 text-gray-400 rounded-md flex items-center justify-center zinc-box bg-white ring-1 ring-gray-400/30 dark:ring-gray-700/25 hover:ring-gray-400/60 dark:hover:ring-white/20"><svg xmlns="http://www.w3.org/2000/svg" fill="gray" height="12px" viewBox="0 0 576 512"><path d="M0 256C0 167.6 71.6 96 160 96h72c13.3 0 24 10.7 24 24s-10.7 24-24 24H160C98.1 144 48 194.1 48 256s50.1 112 112 112h72c13.3 0 24 10.7 24 24s-10.7 24-24 24H160C71.6 416 0 344.4 0 256zm576 0c0 88.4-71.6 160-160 160H344c-13.3 0-24-10.7-24-24s10.7-24 24-24h72c61.9 0 112-50.1 112-112s-50.1-112-112-112H344c-13.3 0-24-10.7-24-24s10.7-24 24-24h72c88.4 0 160 71.6 160 160zM184 232H392c13.3 0 24 10.7 24 24s-10.7 24-24 24H184c-13.3 0-24-10.7-24-24s10.7-24 24-24z"></path></svg></div></a></div><span class="cursor-pointer">Remove tags</span></h3> <p>To remove a tag from an index, <a href="/reference/api/2024-10/control-plane/configure_index">configure the index</a> and use the <code>tags</code> parameter to send the tag key with an empty value (<code>""</code>).</p> <p>The following example removes the <code>example: tag</code> tag from <code>example-index</code>:</p> <button type="button" aria-hidden="true" style="position:fixed;top:1px;left:1px;width:1px;height:0;padding:0;margin:-1px;overflow:hidden;clip:rect(0, 0, 0, 0);white-space:nowrap;border-width:0"></button><div class="mt-5 mb-8 flex flex-col not-prose relative overflow-hidden rounded-2xl dark:border-gray-800/50 bg-[#0F1117] border border-transparent dark:bg-codeblock text-gray-50 codeblock-dark"><div class="relative border-b border-gray-900/80 bg-[#0F1117] dark:bg-codeblock"><div class="text-xs leading-6 rounded-t-xl flex overflow-x-auto overflow-y-hidden mr-12 scrollbar-thin scrollbar-thumb-rounded scrollbar-thumb-white/20 dark:scrollbar-thumb-white/20 hover:scrollbar-thumb-white/25 dark:hover:scrollbar-thumb-white/25 active:scrollbar-thumb-white/25 dark:active:scrollbar-thumb-white/25" role="tablist" aria-orientation="horizontal"><button class="group flex items-center relative px-2 pt-2.5 pb-2 outline-none whitespace-nowrap font-medium text-primary-light" id="headlessui-tabs-tab-:Rln2mpkql6:" role="tab" type="button" aria-selected="true" tabindex="0" data-headlessui-state="selected"><div class="px-2 rounded-lg z-10 group-hover:bg-gray-700/60 group-hover:text-primary-light">Python</div><div class="absolute inset-0 border-b pointer-events-none border-primary dark:border-primary-light"></div></button><button class="group flex items-center relative px-2 pt-2.5 pb-2 outline-none whitespace-nowrap font-medium text-gray-400" id="headlessui-tabs-tab-:R15n2mpkql6:" role="tab" type="button" aria-selected="false" tabindex="-1" data-headlessui-state=""><div class="px-2 rounded-lg z-10 group-hover:bg-gray-700/60 group-hover:text-primary-light">JavaScript</div></button><button class="group flex items-center relative px-2 pt-2.5 pb-2 outline-none whitespace-nowrap font-medium text-gray-400" id="headlessui-tabs-tab-:R1ln2mpkql6:" role="tab" type="button" aria-selected="false" tabindex="-1" data-headlessui-state=""><div class="px-2 rounded-lg z-10 group-hover:bg-gray-700/60 group-hover:text-primary-light">Java</div></button><button class="group flex items-center relative px-2 pt-2.5 pb-2 outline-none whitespace-nowrap font-medium text-gray-400" id="headlessui-tabs-tab-:R25n2mpkql6:" role="tab" type="button" 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justify-center h-[42px]"></div></div></div><div class="flex flex-1 overflow-hidden"><div class="relative min-w-full w-full transition-[height] duration-300 ease-in-out" style="font-variant-ligatures:none;height:auto" id="headlessui-tabs-panel-:R6n2mpkql6:" role="tabpanel" tabindex="0" data-headlessui-state="selected"><div class="flex-none p-5 overflow-x-auto text-sm h-full scrollbar-thin scrollbar-thumb-rounded scrollbar-thumb-white/20 dark:scrollbar-thumb-white/20 hover:scrollbar-thumb-white/25 dark:hover:scrollbar-thumb-white/25 active:scrollbar-thumb-white/25 dark:active:scrollbar-thumb-white/25 leading-6"><pre class="language-python"><code class="language-python"><span class=""><span class="token keyword">from</span> pinecone<span class="token punctuation">.</span>grpc <span class="token keyword">import</span> PineconeGRPC <span class="token keyword">as</span> Pinecone</span>  <span class="">pc <span class="token operator">=</span> Pinecone<span class="token punctuation">(</span>api_key<span class="token operator">=</span><span class="token string">"YOUR_API_KEY"</span><span class="token punctuation">)</span></span>  <span class="">pc<span class="token punctuation">.</span>configure_index<span class="token punctuation">(</span></span> <span class=""> name<span class="token operator">=</span><span class="token string">"example-index"</span><span class="token punctuation">,</span> </span> <span class=""> tags<span class="token operator">=</span><span class="token punctuation">{</span><span class="token string">"example"</span><span class="token punctuation">:</span> <span class="token string">""</span><span class="token punctuation">}</span></span> <span class=""><span class="token punctuation">)</span></span> </code></pre></div></div><span id="headlessui-tabs-panel-:Ran2mpkql6:" role="tabpanel" tabindex="-1" style="position:fixed;top:1px;left:1px;width:1px;height:0;padding:0;margin:-1px;overflow:hidden;clip:rect(0, 0, 0, 0);white-space:nowrap;border-width:0"></span><span id="headlessui-tabs-panel-:Ren2mpkql6:" role="tabpanel" tabindex="-1" style="position:fixed;top:1px;left:1px;width:1px;height:0;padding:0;margin:-1px;overflow:hidden;clip:rect(0, 0, 0, 0);white-space:nowrap;border-width:0"></span><span id="headlessui-tabs-panel-:Rin2mpkql6:" role="tabpanel" tabindex="-1" style="position:fixed;top:1px;left:1px;width:1px;height:0;padding:0;margin:-1px;overflow:hidden;clip:rect(0, 0, 0, 0);white-space:nowrap;border-width:0"></span><span id="headlessui-tabs-panel-:Rmn2mpkql6:" role="tabpanel" tabindex="-1" style="position:fixed;top:1px;left:1px;width:1px;height:0;padding:0;margin:-1px;overflow:hidden;clip:rect(0, 0, 0, 0);white-space:nowrap;border-width:0"></span><span id="headlessui-tabs-panel-:Rqn2mpkql6:" role="tabpanel" tabindex="-1" style="position:fixed;top:1px;left:1px;width:1px;height:0;padding:0;margin:-1px;overflow:hidden;clip:rect(0, 0, 0, 0);white-space:nowrap;border-width:0"></span></div></div> <div class="my-4 px-5 py-4 overflow-hidden rounded-2xl flex gap-3 border border-emerald-500/20 bg-emerald-50/50 dark:border-emerald-500/30 dark:bg-emerald-500/10"><div class="mt-0.5 w-4"><svg width="11" height="14" viewBox="0 0 11 14" fill="currentColor" xmlns="http://www.w3.org/2000/svg" class="text-emerald-600 dark:text-emerald-400/80 w-3.5 h-auto" aria-label="Tip"><path d="M3.12794 12.4232C3.12794 12.5954 3.1776 12.7634 3.27244 12.907L3.74114 13.6095C3.88471 13.8248 4.21067 14 4.46964 14H6.15606C6.41415 14 6.74017 13.825 6.88373 13.6095L7.3508 12.9073C7.43114 12.7859 7.49705 12.569 7.49705 12.4232L7.50055 11.3513H3.12521L3.12794 12.4232ZM5.31288 0C2.52414 0.00875889 0.5 2.26889 0.5 4.78826C0.5 6.00188 0.949566 7.10829 1.69119 7.95492C2.14321 8.47011 2.84901 9.54727 3.11919 10.4557C3.12005 10.4625 3.12175 10.4698 3.12261 10.4771H7.50342C7.50427 10.4698 7.50598 10.463 7.50684 10.4557C7.77688 9.54727 8.48281 8.47011 8.93484 7.95492C9.67728 7.13181 10.1258 6.02703 10.1258 4.78826C10.1258 2.15486 7.9709 0.000106649 5.31288 0ZM7.94902 7.11267C7.52078 7.60079 6.99082 8.37878 6.6077 9.18794H4.02051C3.63739 8.37878 3.10743 7.60079 2.67947 7.11294C2.11997 6.47551 1.8126 5.63599 1.8126 4.78826C1.8126 3.09829 3.12794 1.31944 5.28827 1.3126C7.2435 1.3126 8.81315 2.88226 8.81315 4.78826C8.81315 5.63599 8.50688 6.47551 7.94902 7.11267ZM4.87534 2.18767C3.66939 2.18767 2.68767 3.16939 2.68767 4.37534C2.68767 4.61719 2.88336 4.81288 3.12521 4.81288C3.36705 4.81288 3.56274 4.61599 3.56274 4.37534C3.56274 3.6515 4.1515 3.06274 4.87534 3.06274C5.11719 3.06274 5.31288 2.86727 5.31288 2.62548C5.31288 2.38369 5.11599 2.18767 4.87534 2.18767Z"></path></svg></div><div class="text-sm prose min-w-0 w-full text-emerald-900 dark:text-emerald-200"><p>You can remove tags from an index using the <a href="https://app.pinecone.io/organizations/-/projects/-/indexes" target="_blank" rel="noreferrer">Pinecone console</a>. Find the index to edit and click the <strong>ellipsis (..) menu > __ tags</strong>.</p></div></div></div><div class="leading-6 mt-14"><div class="pb-16 w-full"><div class="flex flex-col gap-y-4 xl:flex-col xl:gap-6 min-[1400px]:flex-row md:flex-row md:justify-end"><div class="flex flex-row gap-5 items-center grow justify-between md:justify-start xl:justify-between min-[1400px]:justify-start"><p class="text-sm text-gray-600 dark:text-gray-400">Was this page helpful?</p><div class="flex flex-row gap-3 items-center"><button class="px-3.5 py-2 flex flex-row gap-3 items-center border-standard rounded-xl text-gray-600 dark:text-gray-400 hover:text-gray-700 dark:hover:text-gray-300 bg-white/50 dark:bg-codeblock/50 hover:border-gray-500 hover:dark:border-gray-500"><svg xmlns="http://www.w3.org/2000/svg" width="16" height="16" viewBox="0 0 16 16" class="fill-current"><path d="M10.1187 1.08741C8.925 0.746789 7.67813 1.43741 7.3375 2.63116L7.15938 3.25616C7.04375 3.66241 6.83438 4.03741 6.55 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12.1312C12.0031 13.3249 11.3125 14.5718 10.1187 14.9124ZM1 11.9999C0.446875 11.9999 0 11.553 0 10.9999V3.9999C0 3.44678 0.446875 2.9999 1 2.9999H3C3.55313 2.9999 4 3.44678 4 3.9999V10.9999C4 11.553 3.55313 11.9999 3 11.9999H1Z"></path></svg><small class="text-sm font-normal leading-4 ">No</small></button></div></div><div class="flex flex-row gap-3 justify-end"></div></div></div><div class="mb-12 px-0.5 flex items-center text-sm font-semibold text-gray-700 dark:text-gray-200"><a class="flex items-center space-x-3 group" href="/guides/indexes/implement-multitenancy"><svg viewBox="0 0 3 6" class="h-1.5 stroke-gray-400 overflow-visible group-hover:stroke-gray-600 dark:group-hover:stroke-gray-300"><path d="M3 0L0 3L3 6" fill="none" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"></path></svg><span class="group-hover:text-gray-900 dark:group-hover:text-white">Implement multitenancy</span></a><a class="flex items-center ml-auto space-x-3 group" href="/guides/indexes/understanding-backups"><span class="group-hover:text-gray-900 dark:group-hover:text-white">Understanding backups</span><svg viewBox="0 0 3 6" class="rotate-180 h-1.5 stroke-gray-400 overflow-visible group-hover:stroke-gray-600 dark:group-hover:stroke-gray-300"><path d="M3 0L0 3L3 6" fill="none" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"></path></svg></a></div><footer id="footer" class="flex gap-12 justify-between pt-10 border-t border-gray-100 sm:flex dark:border-gray-800/50 pb-28"><div class="flex gap-6 flex-wrap"><a href="https://twitter.com/pinecone?ref_src=twsrc%5Egoogle%7Ctwcamp%5Eserp%7Ctwgr%5Eauthor" target="_blank"><span class="sr-only">twitter</span><svg class="w-5 h-5 bg-gray-400 dark:bg-gray-500 hover:bg-gray-500 dark:hover:bg-gray-400" style="-webkit-mask-image:url(https://mintlify.b-cdn.net/v6.6.0/brands/twitter.svg);-webkit-mask-repeat:no-repeat;-webkit-mask-position:center;mask-image:url(https://mintlify.b-cdn.net/v6.6.0/brands/twitter.svg);mask-repeat:no-repeat;mask-position:center"></svg></a><a href="https://www.linkedin.com/company/pinecone-io/" target="_blank"><span class="sr-only">linkedin</span><svg class="w-5 h-5 bg-gray-400 dark:bg-gray-500 hover:bg-gray-500 dark:hover:bg-gray-400" style="-webkit-mask-image:url(https://mintlify.b-cdn.net/v6.6.0/brands/linkedin.svg);-webkit-mask-repeat:no-repeat;-webkit-mask-position:center;mask-image:url(https://mintlify.b-cdn.net/v6.6.0/brands/linkedin.svg);mask-repeat:no-repeat;mask-position:center"></svg></a></div></footer></div></div><div class="hidden xl:flex self-start sticky h-[calc(100vh-11rem)] top-[9.5rem]" id="content-side-layout"><div class="z-10 hidden xl:flex pl-10 box-border w-[19rem]" id="table-of-contents"><div id="table-of-contents-content" class="text-gray-600 text-sm leading-6 w-[16.5rem] overflow-y-auto space-y-2"><div class="text-gray-700 dark:text-gray-300 font-medium flex items-center space-x-2"><svg width="16" height="16" viewBox="0 0 16 16" fill="none" stroke="currentColor" stroke-width="2" xmlns="http://www.w3.org/2000/svg" class="h-3 w-3"><path d="M2.44434 12.6665H13.5554" stroke-linecap="round" stroke-linejoin="round"></path><path d="M2.44434 3.3335H13.5554" stroke-linecap="round" stroke-linejoin="round"></path><path d="M2.44434 8H7.33323" stroke-linecap="round" stroke-linejoin="round"></path></svg><span>On this page</span></div><ul><li class="relative"><a href="#list-indexes" class="py-1 block font-medium hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300">List indexes</a></li><li class="relative"><a href="#describe-an-index" class="py-1 block font-medium hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300">Describe an index</a></li><li class="relative"><a href="#delete-an-index" class="py-1 block font-medium hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300">Delete an index</a></li><li class="relative"><a href="#associate-an-embedding-model" class="py-1 block font-medium hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300">Associate an embedding model</a></li><li class="relative"><a href="#configure-deletion-protection" class="py-1 block font-medium hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300">Configure deletion protection</a></li><li class="relative"><a style="margin-left:1rem" href="#enable-deletion-protection" class="group flex items-start py-1 whitespace-pre-wrap text-gray-500 hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300">Enable deletion protection</a></li><li class="relative"><a style="margin-left:1rem" href="#disable-deletion-protection" class="group flex items-start py-1 whitespace-pre-wrap text-gray-500 hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300">Disable deletion protection</a></li><li class="relative"><a href="#configure-index-tags" class="py-1 block font-medium hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300">Configure index tags</a></li><li class="relative"><a style="margin-left:1rem" href="#add-tags" class="group flex items-start py-1 whitespace-pre-wrap text-gray-500 hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300">Add tags</a></li><li class="relative"><a style="margin-left:1rem" href="#view-tags" class="group flex items-start py-1 whitespace-pre-wrap text-gray-500 hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300">View tags</a></li><li class="relative"><a style="margin-left:1rem" href="#remove-tags" class="group flex items-start py-1 whitespace-pre-wrap text-gray-500 hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300">Remove tags</a></li></ul></div></div></div></div></div></div></div></main></div><script id="__NEXT_DATA__" type="application/json">{"props":{"pageProps":{"mdxSource":{"compiledSource":"/*```python Python\n# pip install --upgrade pinecone\nfrom pinecone import Pinecone\n\npc = Pinecone(api_key=\"YOUR_API_KEY\")\n\npc.configure_index(\nname=\"example-index\",\nembed={\n\"model\":\"multilingual-e5-large\",\n\"field_map\":{\"text\": \"chunk_text\"}\n}\n)\n```*/\n\"use strict\";\nconst {Fragment: _Fragment, jsx: _jsx, jsxs: _jsxs} = arguments[0];\nconst {useMDXComponents: _provideComponents} = arguments[0];\nfunction _createMdxContent(props) {\n const _components = {\n a: \"a\",\n code: \"code\",\n li: \"li\",\n p: \"p\",\n pre: \"pre\",\n span: \"span\",\n strong: \"strong\",\n ul: \"ul\",\n ..._provideComponents(),\n ...props.components\n }, {CodeBlock, CodeGroup, Heading, Note, Tip, Warning} = _components;\n if (!CodeBlock) _missingMdxReference(\"CodeBlock\", true);\n if (!CodeGroup) _missingMdxReference(\"CodeGroup\", true);\n if (!Heading) _missingMdxReference(\"Heading\", true);\n if 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_jsx(_components.span, {\n className: \"token punctuation\",\n children: \"}\"\n })\n }), \"\\n\"]\n })\n })\n }), _jsx(CodeBlock, {\n filename: \"C#\",\n expandable: \"false\",\n children: _jsx(_components.pre, {\n className: \"language-csharp\",\n children: _jsxs(_components.code, {\n className: \"language-csharp\",\n children: [_jsxs(_components.span, {\n className: \"\",\n children: [_jsx(_components.span, {\n className: \"token keyword\",\n children: \"using\"\n }), \" \", _jsx(_components.span, {\n className: \"token namespace\",\n children: \"Pinecone\"\n }), _jsx(_components.span, {\n className: \"token punctuation\",\n children: \";\"\n })]\n }), \"\\n\", \"\\n\", _jsxs(_components.span, {\n className: \"\",\n children: [_jsx(_components.span, {\n className: \"token class-name\",\n children: _jsx(_components.span, {\n className: \"token keyword\",\n children: \"var\"\n })\n }), \" pinecone \", _jsx(_components.span, {\n className: \"token operator\",\n children: \"=\"\n }), \" \", _jsx(_components.span, {\n className: \"token keyword\",\n children: \"new\"\n }), \" \", _jsx(_components.span, {\n className: \"token constructor-invocation class-name\",\n children: \"PineconeClient\"\n }), _jsx(_components.span, {\n className: \"token punctuation\",\n children: \"(\"\n }), _jsx(_components.span, {\n className: \"token string\",\n children: \"\\\"YOUR_API_KEY\\\"\"\n }), _jsx(_components.span, {\n className: \"token punctuation\",\n children: \")\"\n }), _jsx(_components.span, {\n className: \"token punctuation\",\n children: \";\"\n })]\n }), \"\\n\", \"\\n\", _jsxs(_components.span, {\n className: \"\",\n children: [_jsx(_components.span, {\n className: \"token keyword\",\n children: \"await\"\n }), \" pinecone\", _jsx(_components.span, {\n className: \"token punctuation\",\n children: \".\"\n }), _jsx(_components.span, {\n className: \"token function\",\n children: \"DeleteIndexAsync\"\n }), _jsx(_components.span, {\n className: \"token punctuation\",\n children: \"(\"\n }), _jsx(_components.span, {\n className: \"token string\",\n children: \"\\\"example-index\\\"\"\n }), _jsx(_components.span, {\n className: \"token punctuation\",\n children: \")\"\n }), _jsx(_components.span, {\n className: \"token punctuation\",\n children: \";\"\n })]\n }), \"\\n\"]\n })\n })\n }), _jsx(CodeBlock, {\n filename: \"curl\",\n expandable: \"false\",\n children: _jsx(_components.pre, {\n className: \"language-shell\",\n children: _jsxs(_components.code, {\n className: \"language-shell\",\n children: [_jsxs(_components.span, {\n className: \"\",\n children: [_jsx(_components.span, {\n className: \"token assign-left variable\",\n children: \"PINECONE_API_KEY\"\n }), _jsx(_components.span, {\n className: \"token operator\",\n children: \"=\"\n }), _jsx(_components.span, {\n className: \"token string\",\n children: \"\\\"YOUR_API_KEY\\\"\"\n })]\n }), \"\\n\", \"\\n\", _jsxs(_components.span, {\n className: \"\",\n children: [_jsx(_components.span, {\n className: \"token function\",\n children: \"curl\"\n }), \" \", _jsx(_components.span, {\n className: \"token parameter variable\",\n children: \"-i\"\n }), \" \", _jsx(_components.span, {\n className: \"token parameter variable\",\n children: \"-X\"\n }), \" DELETE \", _jsx(_components.span, {\n className: \"token string\",\n children: \"\\\"https://api.pinecone.io/indexes/example-index\\\"\"\n }), \" \", _jsx(_components.span, {\n className: \"token punctuation\",\n children: \"\\\\\"\n })]\n }), \"\\n\", _jsxs(_components.span, {\n className: \"\",\n children: [\" \", _jsx(_components.span, {\n className: \"token parameter variable\",\n children: \"-H\"\n }), \" \", _jsxs(_components.span, {\n className: \"token string\",\n children: [\"\\\"Api-Key: \", _jsx(_components.span, {\n className: \"token variable\",\n children: \"$PINECONE_API_KEY\"\n }), \"\\\"\"]\n }), \" \", _jsx(_components.span, {\n className: \"token punctuation\",\n children: \"\\\\\"\n })]\n }), \"\\n\", _jsxs(_components.span, {\n className: \"\",\n children: [\" \", _jsx(_components.span, {\n className: \"token parameter variable\",\n children: \"-H\"\n }), \" \", _jsx(_components.span, {\n className: \"token string\",\n children: \"\\\"X-Pinecone-API-Version: 2025-01\\\"\"\n })]\n }), \"\\n\"]\n })\n })\n })]\n }), \"\\n\", _jsxs(_components.p, {\n children: [\"If deletion protection is enabled on an index, requests to delete it will fail and return a \", _jsx(_components.code, {\n children: \"403 - FORBIDDEN\"\n }), \" status with the following error:\"]\n }), \"\\n\", _jsx(CodeBlock, {\n filename: \"\",\n expandable: \"false\",\n children: _jsx(_components.pre, {\n className: \"language-plaintext\",\n children: _jsxs(_components.code, {\n children: [_jsx(_components.span, {\n className: \"\",\n children: \"Deletion protection is enabled for this index. Disable deletion protection before retrying.\"\n }), \"\\n\"]\n })\n })\n }), \"\\n\", _jsxs(_components.p, {\n children: [\"Before you can delete such an index, you must first \", _jsx(_components.a, {\n href: \"/guides/indexes/manage-indexes#configure-deletion-protection\",\n children: \"disable deletion protection\"\n }), \".\"]\n }), \"\\n\", _jsx(Tip, {\n children: _jsxs(_components.p, {\n children: [\"You can delete an index using the \", _jsx(_components.a, {\n href: \"https://app.pinecone.io/organizations/-/projects/-/indexes\",\n children: \"Pinecone console\"\n }), \". For the index you want to delete, click the three dots to the right of the index name, then click \", _jsx(_components.strong, {\n children: \"Delete\"\n }), \".\"]\n })\n }), \"\\n\", _jsx(Heading, {\n level: \"2\",\n id: \"associate-an-embedding-model\",\n children: \"Associate an embedding model\"\n }), \"\\n\", _jsxs(_components.p, {\n children: [_jsx(_components.a, {\n href: \"/guides/inference/integrated-inference\",\n children: \"Integrated inference\"\n }), \" lets you upsert and search without extra steps for embedding data and reranking results.\"]\n }), \"\\n\", _jsxs(_components.p, {\n children: [\"To configure an existing serverless index for an embedding model, use the \", _jsx(_components.a, {\n href: \"/reference/api/2025-01/control-plane/configure_index\",\n children: _jsx(_components.code, {\n children: \"configure_index\"\n })\n }), \" operation as follows:\"]\n }), \"\\n\", _jsxs(_components.ul, {\n children: [\"\\n\", _jsxs(_components.li, {\n children: [\"Set \", _jsx(_components.code, {\n children: \"embed.model\"\n }), \" to one of \", _jsx(_components.a, {\n href: \"/guides/inference/understanding-inference#embedding-models\",\n children: \"Pinecone’s hosted embedding models\"\n }), \".\"]\n }), \"\\n\", _jsxs(_components.li, {\n children: [\"Set \", _jsx(_components.code, {\n children: \"embed.field_map\"\n }), \" to the name of the field in your source document that contains the data for embedding.\"]\n }), \"\\n\"]\n }), \"\\n\", _jsx(Warning, {\n children: _jsxs(_components.p, {\n children: [\"The \", _jsx(_components.code, {\n children: \"vector_type\"\n }), \", \", _jsx(_components.code, {\n children: \"metric\"\n }), \", and \", _jsx(_components.code, {\n children: \"dimension\"\n }), \" of the index must be supported by the specified embedding model.\"]\n })\n }), \"\\n\", _jsx(CodeGroup, {\n children: _jsx(CodeBlock, {\n filename: \"curl\",\n expandable: \"false\",\n children: _jsx(_components.pre, {\n className: 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className: \"\",\n children: [\" -H \", _jsx(_components.span, {\n className: \"token string\",\n children: \"\\\"X-Pinecone-API-Version: 2025-01\\\"\"\n }), \" \\\\\"]\n }), \"\\n\", _jsxs(_components.span, {\n className: \"\",\n children: [\" -d '\", _jsx(_components.span, {\n className: \"token punctuation\",\n children: \"{\"\n })]\n }), \"\\n\", _jsxs(_components.span, {\n className: \"\",\n children: [\" \", _jsx(_components.span, {\n className: \"token property\",\n children: \"\\\"embed\\\"\"\n }), _jsx(_components.span, {\n className: \"token operator\",\n children: \":\"\n }), \" \", _jsx(_components.span, {\n className: \"token punctuation\",\n children: \"{\"\n })]\n }), \"\\n\", _jsxs(_components.span, {\n className: \"\",\n children: [\" \", _jsx(_components.span, {\n className: \"token property\",\n children: \"\\\"model\\\"\"\n }), _jsx(_components.span, {\n className: \"token operator\",\n children: \":\"\n }), \" \", _jsx(_components.span, {\n className: \"token string\",\n children: \"\\\"multilingual-e5-large\\\"\"\n }), _jsx(_components.span, {\n className: \"token punctuation\",\n children: \",\"\n })]\n }), \"\\n\", _jsxs(_components.span, {\n className: \"\",\n children: [\" \", _jsx(_components.span, {\n className: \"token property\",\n children: \"\\\"field_map\\\"\"\n }), _jsx(_components.span, {\n className: \"token operator\",\n children: \":\"\n }), \" \", _jsx(_components.span, {\n className: \"token punctuation\",\n children: \"{\"\n })]\n }), \"\\n\", _jsxs(_components.span, {\n className: \"\",\n children: [\" \", _jsx(_components.span, {\n className: \"token property\",\n children: \"\\\"text\\\"\"\n }), _jsx(_components.span, {\n className: \"token operator\",\n children: \":\"\n }), \" \", _jsx(_components.span, {\n className: \"token string\",\n children: \"\\\"chunk_text\\\"\"\n })]\n }), \"\\n\", _jsxs(_components.span, {\n className: \"\",\n children: [\" \", _jsx(_components.span, {\n className: \"token punctuation\",\n children: \"}\"\n })]\n }), \"\\n\", _jsxs(_components.span, {\n className: \"\",\n children: [\" \", _jsx(_components.span, {\n className: \"token punctuation\",\n children: \"}\"\n })]\n }), \"\\n\", _jsxs(_components.span, {\n className: \"\",\n children: [\" \", _jsx(_components.span, {\n className: \"token punctuation\",\n children: \"}\"\n }), \"'\"]\n }), \"\\n\"]\n })\n })\n })\n }), \"\\n\", _jsx(Heading, {\n level: \"2\",\n id: \"configure-deletion-protection\",\n children: \"Configure deletion protection\"\n }), \"\\n\", _jsx(Note, {\n children: _jsxs(_components.p, {\n children: [\"This feature requires \", _jsx(_components.a, {\n href: \"/reference/api/versioning\",\n children: \"Pinecone API version\"\n }), \" \", _jsx(_components.code, {\n children: \"2024-07\"\n }), \", \", _jsx(_components.a, {\n href: \"/reference/python-sdk\",\n children: \"Python SDK\"\n }), \" v5.0.0, \", _jsx(_components.a, {\n href: \"/reference/node-sdk\",\n children: \"Node.js SDK\"\n }), \" v3.0.0, \", _jsx(_components.a, {\n href: \"/reference/java-sdk\",\n children: \"Java SDK\"\n }), \" v2.0.0, or \", _jsx(_components.a, {\n href: \"/reference/go-sdk\",\n children: \"Go SDK\"\n }), \" v1.0.0 or later.\"]\n })\n }), \"\\n\", _jsx(Heading, {\n level: \"3\",\n id: \"enable-deletion-protection\",\n children: \"Enable deletion protection\"\n }), \"\\n\", _jsxs(_components.p, {\n children: [\"You can prevent an index and its data from accidental deleting when \", _jsx(_components.a, {\n href: \"/guides/indexes/create-an-index\",\n children: \"creating a new index\"\n }), \" or after its been created. In both cases, you set the \", _jsx(_components.code, {\n children: \"deletion_protection\"\n }), \" parameter to \", _jsx(_components.code, {\n children: \"enabled\"\n }), \".\"]\n }), \"\\n\", _jsx(_components.p, {\n children: \"To enable deletion protection when creating a new index:\"\n }), \"\\n\", _jsxs(CodeGroup, {\n children: [_jsx(CodeBlock, {\n filename: \"Python\",\n expandable: \"false\",\n children: _jsx(_components.pre, {\n className: \"language-python\",\n children: _jsxs(_components.code, {\n className: \"language-python\",\n children: [_jsx(_components.span, {\n className: \"\",\n children: _jsx(_components.span, {\n className: \"token comment\",\n children: \"# pip install pinecone[grpc]\"\n })\n }), \"\\n\", _jsx(_components.span, {\n className: \"\",\n children: _jsx(_components.span, {\n className: \"token comment\",\n children: \"# Serverless index\"\n })\n }), \"\\n\", _jsxs(_components.span, {\n className: \"\",\n children: [_jsx(_components.span, {\n className: \"token keyword\",\n children: \"from\"\n }), \" pinecone\", _jsx(_components.span, {\n className: \"token punctuation\",\n children: \".\"\n }), \"grpc \", _jsx(_components.span, {\n className: \"token keyword\",\n children: \"import\"\n }), \" PineconeGRPC \", _jsx(_components.span, {\n className: \"token keyword\",\n children: \"as\"\n }), \" Pinecone\"]\n }), \"\\n\", _jsxs(_components.span, {\n className: \"\",\n children: [_jsx(_components.span, {\n className: \"token keyword\",\n children: \"from\"\n }), \" pinecone \", _jsx(_components.span, {\n className: \"token keyword\",\n children: \"import\"\n }), \" ServerlessSpec\"]\n }), \"\\n\", \"\\n\", _jsxs(_components.span, {\n className: \"\",\n children: [\"pc \", _jsx(_components.span, {\n className: \"token operator\",\n children: \"=\"\n }), \" Pinecone\", _jsx(_components.span, {\n className: \"token punctuation\",\n children: \"(\"\n }), \"api_key\", _jsx(_components.span, {\n className: \"token operator\",\n children: \"=\"\n }), _jsx(_components.span, {\n className: \"token string\",\n children: \"\\\"YOUR_API_KEY\\\"\"\n }), _jsx(_components.span, {\n className: \"token punctuation\",\n children: \")\"\n })]\n }), \"\\n\", \"\\n\", _jsxs(_components.span, {\n className: \"\",\n children: [\"pc\", _jsx(_components.span, {\n className: \"token punctuation\",\n children: \".\"\n }), \"create_index\", _jsx(_components.span, {\n className: \"token punctuation\",\n children: \"(\"\n })]\n }), \"\\n\", _jsxs(_components.span, {\n className: \"\",\n children: [\" name\", _jsx(_components.span, {\n className: \"token operator\",\n children: \"=\"\n }), _jsx(_components.span, {\n className: \"token string\",\n children: \"\\\"example-index\\\"\"\n }), _jsx(_components.span, {\n className: \"token punctuation\",\n children: \",\"\n })]\n }), \"\\n\", _jsxs(_components.span, {\n className: \"\",\n children: [\" dimension\", _jsx(_components.span, {\n className: \"token operator\",\n children: \"=\"\n }), 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_jsx(_components.span, {\n className: \"token punctuation\",\n children: \")\"\n })\n }), \"\\n\"]\n })\n })\n }), _jsx(CodeBlock, {\n filename: \"JavaScript\",\n expandable: \"false\",\n children: _jsx(_components.pre, {\n className: \"language-javascript\",\n children: _jsxs(_components.code, {\n className: \"language-javascript\",\n children: [_jsx(_components.span, {\n className: \"\",\n children: _jsx(_components.span, {\n className: \"token comment\",\n children: \"// npm install @pinecone-database/pinecone\"\n })\n }), \"\\n\", _jsx(_components.span, {\n className: \"\",\n children: _jsx(_components.span, {\n className: \"token comment\",\n children: \"// Serverles index\"\n })\n }), \"\\n\", _jsxs(_components.span, {\n className: \"\",\n children: [_jsx(_components.span, {\n className: \"token keyword module\",\n children: \"import\"\n }), \" \", _jsxs(_components.span, {\n className: \"token imports\",\n children: [_jsx(_components.span, {\n className: \"token punctuation\",\n 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className: \"token punctuation\",\n children: \"{\"\n })]\n }), \"\\n\", _jsxs(_components.span, {\n className: \"\",\n children: [\" \", _jsx(_components.span, {\n className: \"token literal-property property\",\n children: \"apiKey\"\n }), _jsx(_components.span, {\n className: \"token operator\",\n children: \":\"\n }), \" \", _jsx(_components.span, {\n className: \"token string\",\n children: \"'YOUR_API_KEY'\"\n })]\n }), \"\\n\", _jsxs(_components.span, {\n className: \"\",\n children: [_jsx(_components.span, {\n className: \"token punctuation\",\n children: \"}\"\n }), _jsx(_components.span, {\n className: \"token punctuation\",\n children: \")\"\n }), _jsx(_components.span, {\n className: \"token punctuation\",\n children: \";\"\n })]\n }), \"\\n\", \"\\n\", _jsxs(_components.span, {\n className: \"\",\n children: [_jsx(_components.span, {\n className: \"token keyword control-flow\",\n children: \"await\"\n }), \" pc\", _jsx(_components.span, {\n className: \"token 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imports","description":null,"href":"/guides/data/understanding-imports"},{"title":"Import data","description":null,"href":"/guides/data/import-data"}]},{"title":"List record IDs","description":null,"href":"/guides/data/list-record-ids"},{"title":"Target an index","description":null,"href":"/guides/data/target-an-index"},{"title":"Understanding metadata","description":null,"href":"/guides/data/understanding-metadata"},{"title":"Manage RAG documents","description":null,"href":"/guides/data/manage-rag-documents"},{"group":"Data freshness","pages":[{"title":"Understanding data freshness","description":null,"href":"/guides/data/data-freshness/understanding-data-freshness"},{"title":"Check data freshness","description":null,"href":"/guides/data/data-freshness/check-data-freshness"}]},{"group":"Hybrid search and sparse vectors","pages":[{"title":"Understanding hybrid search","description":null,"href":"/guides/data/understanding-hybrid-search"},{"title":"Encode sparse 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cloud storage","pages":[{"title":"Manage storage integrations","description":null,"href":"/guides/operations/integrations/manage-storage-integrations"},{"title":"Integrate with Amazon S3","description":null,"icon":"aws","href":"/guides/operations/integrations/integrate-with-amazon-s3"}]},{"title":"Monitoring","description":null,"href":"/guides/operations/monitoring"}]},{"group":"Organizations","pages":[{"title":"Understanding organizations","description":null,"href":"/guides/organizations/understanding-organizations"},{"group":"Manage billing","pages":[{"title":"Change your billing plan","description":null,"href":"/guides/organizations/manage-billing/changing-your-billing-plan"},{"title":"Set up billing through AWS Marketplace","description":null,"icon":"aws","href":"/guides/organizations/manage-billing/setting-up-billing-through-aws-marketplace"},{"title":"Set up billing through Azure Marketplace","description":null,"icon":"microsoft","href":"/guides/organizations/manage-billing/setting-up-billing-through-azure-marketplace"},{"title":"Set up billing through GCP Marketplace","description":null,"icon":"google","href":"/guides/organizations/manage-billing/setting-up-billing-through-gcp-marketplace"}]},{"group":"Manage cost","pages":[{"title":"Understanding cost","description":null,"href":"/guides/organizations/manage-cost/understanding-cost"},{"title":"Monitor your usage","description":null,"href":"/guides/organizations/manage-cost/monitor-your-usage"},{"title":"Manage cost","description":null,"href":"/guides/organizations/manage-cost/manage-cost"}]},{"title":"Manage organization members","description":null,"href":"/guides/organizations/manage-organization-members"}]},{"group":"Projects","pages":[{"title":"Understanding projects","description":null,"href":"/guides/projects/understanding-projects"},{"title":"Create a project","description":null,"mode":"wide","href":"/guides/projects/create-a-project"},{"title":"Manage API keys","description":null,"href":"/guides/projects/manage-api-keys"},{"title":"Manage project members","description":null,"href":"/guides/projects/manage-project-members"},{"title":"Rename a project","description":null,"mode":"wide","href":"/guides/projects/rename-a-project"}]},{"group":"APIs","pages":[{"title":"API reference","description":null,"sidebarTitle":"Introduction","href":"/reference/api/introduction"},{"title":"Authentication","description":null,"href":"/reference/api/authentication"},{"title":"API versioning","description":null,"sidebarTitle":"Versioning","href":"/reference/api/versioning"},{"group":"Limits","pages":[{"title":"Pinecone Database limits","description":null,"sidebarTitle":"Database limits","href":"/reference/api/database-limits"},{"title":"Pinecone Inference limits","description":null,"sidebarTitle":"Inference limits","href":"/reference/api/inference-limits"},{"title":"Pinecone Assistant limits","description":null,"sidebarTitle":"Assistant limits","href":"/reference/api/assistant-limits"},{"title":"Known limitations","description":null,"href":"/reference/api/known-limitations"}]},{"title":"Errors","description":null,"href":"/reference/api/errors"}]},{"group":"Database","version":"2025-04 (release candidate)","pages":[{"group":"Indexes","pages":[{"title":"List indexes","description":"List all indexes in a project.","openapi":"control_2025-04 get /indexes","href":"/reference/api/2025-04/control-plane/list_indexes"},{"title":"Create an index","description":"Create a Pinecone index. This is where you specify the measure of similarity, the dimension of vectors to be stored in the index, which cloud provider you would like to deploy with, and more.\n \nFor guidance and examples, see [Create an index](https://docs.pinecone.io/guides/indexes/create-an-index#create-a-serverless-index).\n","openapi":"control_2025-04 post /indexes","href":"/reference/api/2025-04/control-plane/create_index"},{"title":"Create an index for an embedding model","description":"Create a serverless integrated inference index for a specific embedding model.\n\nRefer to the [model guide](https://docs.pinecone.io/guides/inference/understanding-inference#embedding-models) for available models and model details.","openapi":"control_2025-04 post /indexes/create-for-model","href":"/reference/api/2025-04/control-plane/create_for_model"},{"title":"Describe an index","description":"Get a description of an index.","openapi":"control_2025-04 get /indexes/{index_name}","href":"/reference/api/2025-04/control-plane/describe_index"},{"title":"Delete an index","description":"Delete an existing index.","openapi":"control_2025-04 delete /indexes/{index_name}","href":"/reference/api/2025-04/control-plane/delete_index"},{"title":"Configure an index","description":"Configure an existing index. For serverless indexes, you can configure index deletion protection, tags, and integrated inference embedding settings for the index. For pod-based indexes, you can configure the pod size, number of replicas, tags, and index deletion protection.\n\nIt is not possible to change the pod type of a pod-based index. However, you can create a collection from a pod-based index and then [create a new pod-based index with a different pod type](http://docs.pinecone.io/guides/indexes/pods/create-a-pod-based-index#create-a-pod-index-from-a-collection) from the collection. For guidance and examples, see [Configure an index](http://docs.pinecone.io/guides/indexes/pods/manage-pod-based-indexes).","openapi":"control_2025-04 patch /indexes/{index_name}","href":"/reference/api/2025-04/control-plane/configure_index"},{"title":"Get index stats","description":"Return statistics about the contents of an index, including the vector count per namespace, the number of dimensions, and the index fullness.\n\nServerless indexes scale automatically as needed, so index fullness is relevant only for pod-based indexes.","openapi":"data_2025-04 post /describe_index_stats","href":"/reference/api/2025-04/data-plane/describeindexstats"}]},{"group":"Vectors","pages":[{"title":"Upsert vectors","description":"Upsert vectors into a namespace. If a new value is upserted for an existing vector ID, it will overwrite the previous value.\n\nFor guidance and examples, see [Upsert data](https://docs.pinecone.io/guides/data/upsert-data#upsert-vectors).","openapi":"data_2025-04 post /vectors/upsert","href":"/reference/api/2025-04/data-plane/upsert"},{"title":"Upsert text","description":"Upsert text into a namespace.\n\nUpserting text is supported only for [indexes with integrated embedding](https://docs.pinecone.io/reference/api/2025-01/control-plane/create_for_model).\n\nFor guidance and examples, see [Upsert data](https://docs.pinecone.io/guides/data/upsert-data#upsert-text).","openapi":"data_2025-04 post /records/namespaces/{namespace}/upsert","href":"/reference/api/2025-04/data-plane/upsert_records"},{"title":"Fetch vectors","description":"Look up and return vectors by ID from a single namespace. The returned vectors include the vector data and/or metadata.\n\nFor guidance and examples, see [Fetch data](https://docs.pinecone.io/guides/data/fetch-data).","openapi":"data_2025-04 get /vectors/fetch","href":"/reference/api/2025-04/data-plane/fetch"},{"title":"Update a vector","description":"Update a vector in a namespace. If a value is included, it will overwrite the previous value. If a `set_metadata` is included, the values of the fields specified in it will be added or overwrite the previous value.\n\nFor guidance and examples, see [Update data](https://docs.pinecone.io/guides/data/update-data).","openapi":"data_2025-04 post /vectors/update","href":"/reference/api/2025-04/data-plane/update"},{"title":"Delete vectors","description":"Delete vectors by id from a single namespace.\n\nFor guidance and examples, see [Delete data](https://docs.pinecone.io/guides/data/delete-data).","openapi":"data_2025-04 post /vectors/delete","href":"/reference/api/2025-04/data-plane/delete"},{"title":"List vector IDs","description":"List the IDs of vectors in a single namespace of a serverless index. An optional prefix can be passed to limit the results to IDs with a common prefix.\n\nReturns up to 100 IDs at a time by default in sorted order (bitwise \"C\" collation). If the `limit` parameter is set, `list` returns up to that number of IDs instead. Whenever there are additional IDs to return, the response also includes a `pagination_token` that you can use to get the next batch of IDs. When the response does not include a `pagination_token`, there are no more IDs to return.\n\nFor guidance and examples, see [List record IDs](https://docs.pinecone.io/guides/data/list-record-ids).\n\n**Note:** `list` is supported only for serverless indexes.","openapi":"data_2025-04 get /vectors/list","href":"/reference/api/2025-04/data-plane/list"}]},{"group":"Search","pages":[{"title":"Search with a vector","description":"Search a namespace with a query vector or record ID and return the IDs of the most similar records, along with their similarity scores.","openapi":"data_2025-04 post /query","href":"/reference/api/2025-04/data-plane/query"},{"title":"Search with text","description":"Search a namespace with a query text, query vector, or record ID and return the most similar records, along with their similarity scores. Optionally, rerank the initial results based on their relevance to the query. \n\nSearching with text is supported only for [indexes with integrated embedding](https://docs.pinecone.io/guides/indexes/create-an-index#integrated-embedding). Searching with a query vector or record ID is supported for all indexes. \n\nFor guidance and examples, see [Query data](https://docs.pinecone.io/guides/data/query-data). ","openapi":"data_2025-01 post /records/namespaces/{namespace}/search","href":"/reference/api/2025-04/data-plane/search_records"}]},{"group":"Imports","pages":[{"title":"Start import","description":"Start an asynchronous import of vectors from object storage into an index.\n\nFor guidance and examples, see [Import data](https://docs.pinecone.io/guides/data/import-data).","openapi":"data_2025-04 post /bulk/imports","href":"/reference/api/2025-04/data-plane/start_import"},{"title":"List imports","description":"List all recent and ongoing import operations.\n\nBy default, `list_imports` returns up to 100 imports per page. If the `limit` parameter is set, `list` returns up to that number of imports instead. Whenever there are additional IDs to return, the response also includes a `pagination_token` that you can use to get the next batch of imports. When the response does not include a `pagination_token`, there are no more imports to return.\n\nFor guidance and examples, see [Import data](https://docs.pinecone.io/guides/data/import-data).","openapi":"data_2025-04 get /bulk/imports","href":"/reference/api/2025-04/data-plane/list_imports"},{"title":"Describe an import","description":"Return details of a specific import operation.\n\nFor guidance and examples, see [Import data](https://docs.pinecone.io/guides/data/import-data).","openapi":"data_2025-04 get /bulk/imports/{id}","href":"/reference/api/2025-04/data-plane/describe_import"},{"title":"Cancel an import","description":"Cancel an import operation if it is not yet finished. It has no effect if the operation is already finished.\n\nFor guidance and examples, see [Import data](https://docs.pinecone.io/guides/data/import-data).","openapi":"data_2025-04 delete /bulk/imports/{id}","href":"/reference/api/2025-04/data-plane/cancel_import"}]},{"group":"Backups","pages":[{"title":"List collections","description":"List all collections in a project.\nServerless indexes do not support collections.\n","openapi":"control_2025-04 get /collections","href":"/reference/api/2025-04/control-plane/list_collections"},{"title":"Create a collection","description":"Create a Pinecone collection.\n \nServerless indexes do not support collections.\n","openapi":"control_2025-04 post /collections","href":"/reference/api/2025-04/control-plane/create_collection"},{"title":"Describe a collection","description":"Get a description of a collection.\nServerless indexes do not support collections.\n","openapi":"control_2025-04 get /collections/{collection_name}","href":"/reference/api/2025-04/control-plane/describe_collection"},{"title":"Delete a collection","description":"Delete an existing collection.\nServerless indexes do not support collections.\n","openapi":"control_2025-04 delete /collections/{collection_name}","href":"/reference/api/2025-04/control-plane/delete_collection"}]}]},{"group":"Database","version":"2025-01 (latest)","pages":[{"group":"Indexes","pages":[{"title":"List indexes","description":"This operation returns a list of all indexes in a project.","openapi":"control_2025-01 get /indexes","href":"/reference/api/2025-01/control-plane/list_indexes"},{"title":"Create an index","description":"Create an index for vectors created with an external embedding model.\n\nFor guidance and examples, see [Create an index](https://docs.pinecone.io/guides/indexes/create-an-index#external-embedding).","openapi":"control_2025-01 post /indexes","href":"/reference/api/2025-01/control-plane/create_index"},{"title":"Create an index with integrated embedding","description":"Create an index with integrated embedding.\n\nWith this type of index, you provide source text, and Pinecone uses a [hosted embedding model](https://docs.pinecone.io/guides/inference/understanding-inference#embedding-models) to convert the text automatically during [upsert](https://docs.pinecone.io/reference/api/2025-01/data-plane/upsert_records) and [search](https://docs.pinecone.io/reference/api/2025-01/data-plane/search_records).\n\nFor guidance and examples, see [Create an index](https://docs.pinecone.io/guides/indexes/create-an-index#integrated-embedding).","openapi":"control_2025-01 post /indexes/create-for-model","href":"/reference/api/2025-01/control-plane/create_for_model"},{"title":"Describe an index","description":"Get a description of an index.","openapi":"control_2025-01 get /indexes/{index_name}","href":"/reference/api/2025-01/control-plane/describe_index"},{"title":"Delete an index","description":"Delete an existing index.","openapi":"control_2025-01 delete /indexes/{index_name}","href":"/reference/api/2025-01/control-plane/delete_index"},{"title":"Configure an index","description":"Configure an existing index. \n\nFor serverless indexes, you can configure index deletion protection, tags, and integrated inference embedding settings for the index. For pod-based indexes, you can configure the pod size, number of replicas, tags, and index deletion protection.\n\nIt is not possible to change the pod type of a pod-based index. However, you can create a collection from a pod-based index and then [create a new pod-based index with a different pod type](http://docs.pinecone.io/guides/indexes/pods/create-a-pod-based-index#create-a-pod-index-from-a-collection) from the collection. For guidance and examples, see [Configure an index](http://docs.pinecone.io/guides/indexes/pods/manage-pod-based-indexes).","openapi":"control_2025-01 patch /indexes/{index_name}","href":"/reference/api/2025-01/control-plane/configure_index"},{"title":"Get index stats","description":"Return statistics about the contents of an index, including the vector count per namespace, the number of dimensions, and the index fullness.\n\nServerless indexes scale automatically as needed, so index fullness is relevant only for pod-based indexes.","openapi":"data_2025-01 post /describe_index_stats","href":"/reference/api/2025-01/data-plane/describeindexstats"}]},{"group":"Vectors","pages":[{"title":"Upsert vectors","description":"Upsert vectors into a namespace. If a new value is upserted for an existing vector ID, it will overwrite the previous value.\n\nFor guidance and examples, see [Upsert data](https://docs.pinecone.io/guides/data/upsert-data#upsert-vectors).","openapi":"data_2025-01 post /vectors/upsert","href":"/reference/api/2025-01/data-plane/upsert"},{"title":"Upsert text","description":"Upsert source text into a namespace. Pinecone converts the text to vectors automatically using the hosted embedding model associated with the index.\n\nUpserting text is supported only for [indexes with integrated embedding](https://docs.pinecone.io/reference/api/2025-01/control-plane/create_for_model).\n\nFor guidance and examples, see [Upsert data](https://docs.pinecone.io/guides/data/upsert-data#upsert-text).","openapi":"data_2025-01 post /records/namespaces/{namespace}/upsert","href":"/reference/api/2025-01/data-plane/upsert_records"},{"title":"Fetch vectors","description":"Look up and return vectors, by ID, from a single namespace. The returned vectors include the vector data and/or metadata.\n\nFor guidance and examples, see [Fetch data](https://docs.pinecone.io/guides/data/fetch-data).","openapi":"data_2025-01 get /vectors/fetch","href":"/reference/api/2025-01/data-plane/fetch"},{"title":"Update a vector","description":"Update a vector in a namespace. If a value is included, it will overwrite the previous value. If a `set_metadata` is included, the values of the fields specified in it will be added or overwrite the previous value.\n\nFor guidance and examples, see [Update data](https://docs.pinecone.io/guides/data/update-data).","openapi":"data_2025-01 post /vectors/update","href":"/reference/api/2025-01/data-plane/update"},{"title":"Delete vectors","description":"Delete vectors, by id, from a single namespace.\n\nFor guidance and examples, see [Delete data](https://docs.pinecone.io/guides/data/delete-data).","openapi":"data_2025-01 post /vectors/delete","href":"/reference/api/2025-01/data-plane/delete"},{"title":"List vector IDs","description":"List the IDs of vectors in a single namespace of a serverless index. An optional prefix can be passed to limit the results to IDs with a common prefix.\n\nThis returns up to 100 IDs at a time by default in sorted order (bitwise \"C\" collation). If the `limit` parameter is set, `list` returns up to that number of IDs instead. Whenever there are additional IDs to return, the response also includes a `pagination_token` that you can use to get the next batch of IDs. When the response does not include a `pagination_token`, there are no more IDs to return.\n\nFor guidance and examples, see [List record IDs](https://docs.pinecone.io/guides/data/list-record-ids).\n\n**Note:** `list` is supported only for serverless indexes.","openapi":"data_2025-01 get /vectors/list","href":"/reference/api/2025-01/data-plane/list"}]},{"group":"Search","pages":[{"title":"Search with a vector","description":"Search a namespace with a query vector or record ID and return the IDs of the most similar records, along with their similarity scores.\n\nFor guidance and examples, see [Query data](https://docs.pinecone.io/guides/data/query-data). ","openapi":"data_2025-01 post /query","href":"/reference/api/2025-01/data-plane/query"},{"title":"Search with text","description":"Search a namespace with a query text, query vector, or record ID and return the most similar records, along with their similarity scores. Optionally, rerank the initial results based on their relevance to the query. \n\nSearching with text is supported only for [indexes with integrated embedding](https://docs.pinecone.io/guides/indexes/create-an-index#integrated-embedding). Searching with a query vector or record ID is supported for all indexes. \n\nFor guidance and examples, see [Query data](https://docs.pinecone.io/guides/data/query-data). ","openapi":"data_2025-01 post /records/namespaces/{namespace}/search","href":"/reference/api/2025-01/data-plane/search_records"}]},{"group":"Imports","pages":[{"title":"Start import","description":"Start an asynchronous import of vectors from object storage into an index.\n\nFor guidance and examples, see [Import data](https://docs.pinecone.io/guides/data/import-data).","openapi":"data_2025-01 post /bulk/imports","href":"/reference/api/2025-01/data-plane/start_import"},{"title":"List imports","description":"List all recent and ongoing import operations.\n\nBy default, this returns up to 100 imports per page. If the `limit` parameter is set, `list` returns up to that number of imports instead. Whenever there are additional IDs to return, the response also includes a `pagination_token` that you can use to get the next batch of imports. When the response does not include a `pagination_token`, there are no more imports to return.\n\nFor guidance and examples, see [Import data](https://docs.pinecone.io/guides/data/import-data).","openapi":"data_2025-01 get /bulk/imports","href":"/reference/api/2025-01/data-plane/list_imports"},{"title":"Describe an import","description":"Return details of a specific import operation.\n\nFor guidance and examples, see [Import data](https://docs.pinecone.io/guides/data/import-data).","openapi":"data_2025-01 get /bulk/imports/{id}","href":"/reference/api/2025-01/data-plane/describe_import"},{"title":"Cancel an import","description":"Cancel an import operation if it is not yet finished. It has no effect if the operation is already finished.\n\nFor guidance and examples, see [Import data](https://docs.pinecone.io/guides/data/import-data).","openapi":"data_2025-01 delete /bulk/imports/{id}","href":"/reference/api/2025-01/data-plane/cancel_import"}]},{"group":"Backups","pages":[{"title":"List collections","description":"This operation returns a list of all collections in a project.\nServerless indexes do not support collections.\n","openapi":"control_2025-01 get /collections","href":"/reference/api/2025-01/control-plane/list_collections"},{"title":"Create a collection","description":"This operation creates a Pinecone collection.\n \nServerless indexes do not support collections.\n","openapi":"control_2025-01 post /collections","href":"/reference/api/2025-01/control-plane/create_collection"},{"title":"Describe a collection","description":"This operation gets a description of a collection.\nServerless indexes do not support collections.\n","openapi":"control_2025-01 get /collections/{collection_name}","href":"/reference/api/2025-01/control-plane/describe_collection"},{"title":"Delete a collection","description":"This operation deletes an existing collection.\nServerless indexes do not support collections.\n","openapi":"control_2025-01 delete /collections/{collection_name}","href":"/reference/api/2025-01/control-plane/delete_collection"}]}]},{"group":"Database","version":"2024-10","pages":[{"group":"Indexes","pages":[{"title":"List indexes","description":"This operation returns a list of all indexes in a project.","openapi":"control_2024-10 get /indexes","href":"/reference/api/2024-10/control-plane/list_indexes"},{"title":"Create an index","description":"This operation deploys a Pinecone index. This is where you specify the measure of similarity, the dimension of vectors to be stored in the index, which cloud provider you would like to deploy with, and more.\n \nFor guidance and examples, see [Create an index](https://docs.pinecone.io/guides/indexes/create-an-index#create-a-serverless-index).\n","openapi":"control_2024-10 post /indexes","href":"/reference/api/2024-10/control-plane/create_index"},{"title":"Describe an index","description":"Get a description of an index.","openapi":"control_2024-10 get /indexes/{index_name}","href":"/reference/api/2024-10/control-plane/describe_index"},{"title":"Delete an index","description":"This operation deletes an existing index.","openapi":"control_2024-10 delete /indexes/{index_name}","href":"/reference/api/2024-10/control-plane/delete_index"},{"title":"Configure an index","description":"This operation configures an existing index. \n\nFor serverless indexes, you can configure only index deletion protection and tags. For pod-based indexes, you can configure the pod size, number of replicas, tags, and index deletion protection. \n\nIt is not possible to change the pod type of a pod-based index. However, you can create a collection from a pod-based index and then [create a new pod-based index with a different pod type](http://docs.pinecone.io/guides/indexes/pods/create-a-pod-based-index#create-a-pod-index-from-a-collection) from the collection. For guidance and examples, see [Configure an index](http://docs.pinecone.io/guides/indexes/pods/manage-pod-based-indexes).","openapi":"control_2024-10 patch /indexes/{index_name}","href":"/reference/api/2024-10/control-plane/configure_index"},{"title":"Get index stats","description":"The `describe_index_stats` operation returns statistics about the contents of an index, including the vector count per namespace, the number of dimensions, and the index fullness.\n\nServerless indexes scale automatically as needed, so index fullness is relevant only for pod-based indexes.","openapi":"data_2024-10 post /describe_index_stats","href":"/reference/api/2024-10/data-plane/describeindexstats"}]},{"group":"Vectors","pages":[{"title":"Upsert vectors","description":"The `upsert` operation writes vectors into a namespace. If a new value is upserted for an existing vector ID, it will overwrite the previous value.\n\nFor guidance and examples, see [Upsert data](https://docs.pinecone.io/guides/data/upsert-data).","openapi":"data_2024-10 post /vectors/upsert","href":"/reference/api/2024-10/data-plane/upsert"},{"title":"Query vectors","description":"The `query` operation searches a namespace, using a query vector. It retrieves the ids of the most similar items in a namespace, along with their similarity scores.\n\nFor guidance and examples, see [Query data](https://docs.pinecone.io/guides/data/query-data).","openapi":"data_2024-10 post /query","href":"/reference/api/2024-10/data-plane/query"},{"title":"Fetch vectors","description":"The `fetch` operation looks up and returns vectors, by ID, from a single namespace. The returned vectors include the vector data and/or metadata.\n\nFor guidance and examples, see [Fetch data](https://docs.pinecone.io/guides/data/fetch-data).","openapi":"data_2024-10 get /vectors/fetch","href":"/reference/api/2024-10/data-plane/fetch"},{"title":"Update a vector","description":"The `update` operation updates a vector in a namespace. If a value is included, it will overwrite the previous value. If a `set_metadata` is included, the values of the fields specified in it will be added or overwrite the previous value.\n\nFor guidance and examples, see [Update data](https://docs.pinecone.io/guides/data/update-data).","openapi":"data_2024-10 post /vectors/update","href":"/reference/api/2024-10/data-plane/update"},{"title":"Delete vectors","description":"The `delete` operation deletes vectors, by id, from a single namespace.\n\nFor guidance and examples, see [Delete data](https://docs.pinecone.io/guides/data/delete-data).","openapi":"data_2024-10 post /vectors/delete","href":"/reference/api/2024-10/data-plane/delete"},{"title":"List vector IDs","description":"The `list` operation lists the IDs of vectors in a single namespace of a serverless index. An optional prefix can be passed to limit the results to IDs with a common prefix.\n\nBy default, `list` returns up to 100 IDs per page in sorted order (bitwise \"C\" collation). If the `limit` parameter is set, `list` returns up to that number of IDs instead. Whenever there are additional IDs to return, the response also includes a `pagination_token` that you can use to get the next batch of IDs. When the response does not include a `pagination_token`, there are no more IDs to return.\n\nFor guidance and examples, see [List record IDs](https://docs.pinecone.io/guides/data/list-record-ids).\n\n**Note:** `list_vectors` is supported only for serverless indexes.","openapi":"data_2024-10 get /vectors/list","href":"/reference/api/2024-10/data-plane/list"}]},{"group":"Imports","pages":[{"title":"Start import","description":"The `start_import` operation starts an asynchronous import of vectors from object storage into an index. \n\nFor guidance and examples, see [Import data](https://docs.pinecone.io/guides/data/import-data).","openapi":"data_2024-10 post /bulk/imports","href":"/reference/api/2024-10/data-plane/start_import"},{"title":"List imports","description":"The `list_imports` operation lists all recent and ongoing import operations. \n\nBy default, `list_imports` returns up to 100 imports per page. If the `limit` parameter is set, `list` returns up to that number of imports instead. Whenever there are additional IDs to return, the response also includes a `pagination_token` that you can use to get the next batch of imports. When the response does not include a `pagination_token`, there are no more imports to return.\n\nFor guidance and examples, see [Import data](https://docs.pinecone.io/guides/data/import-data).","openapi":"data_2024-10 get /bulk/imports","href":"/reference/api/2024-10/data-plane/list_imports"},{"title":"Describe an import","description":"The `describe_import` operation returns details of a specific import operation. \n\nFor guidance and examples, see [Import data](https://docs.pinecone.io/guides/data/import-data).","openapi":"data_2024-10 get /bulk/imports/{id}","href":"/reference/api/2024-10/data-plane/describe_import"},{"title":"Cancel an import","description":"The `cancel_import` operation cancels an import operation if it is not yet finished. It has no effect if the operation is already finished. \n\nFor guidance and examples, see [Import data](https://docs.pinecone.io/guides/data/import-data).","openapi":"data_2024-10 delete /bulk/imports/{id}","href":"/reference/api/2024-10/data-plane/cancel_import"}]},{"group":"Backups","pages":[{"title":"List collections","description":"This operation returns a list of all collections in a project.\nServerless indexes do not support collections.\n","openapi":"control_2024-10 get /collections","href":"/reference/api/2024-10/control-plane/list_collections"},{"title":"Create a collection","description":"This operation creates a Pinecone collection.\n \nServerless indexes do not support collections.\n","openapi":"control_2024-10 post /collections","href":"/reference/api/2024-10/control-plane/create_collection"},{"title":"Describe a collection","description":"This operation gets a description of a collection.\nServerless indexes do not support collections.\n","openapi":"control_2024-10 get /collections/{collection_name}","href":"/reference/api/2024-10/control-plane/describe_collection"},{"title":"Delete a collection","description":"This operation deletes an existing collection.\nServerless indexes do not support collections.\n","openapi":"control_2024-10 delete /collections/{collection_name}","href":"/reference/api/2024-10/control-plane/delete_collection"}]}]},{"group":"Database","version":"2024-07","pages":[{"group":"Indexes","pages":[{"title":"List indexes","description":"This operation returns a list of all indexes in a project.","openapi":"control_2024-10 get /indexes","href":"/reference/api/2024-10/control-plane/list_indexes"},{"title":"Create an index","description":"This operation deploys a Pinecone index. This is where you specify the measure of similarity, the dimension of vectors to be stored in the index, which cloud provider you would like to deploy with, and more.\n \nFor guidance and examples, see [Create an index](https://docs.pinecone.io/guides/indexes/create-an-index#create-a-serverless-index).\n","openapi":"control_2024-10 post /indexes","href":"/reference/api/2024-10/control-plane/create_index"},{"title":"Describe an index","description":"Get a description of an index.","openapi":"control_2024-10 get /indexes/{index_name}","href":"/reference/api/2024-10/control-plane/describe_index"},{"title":"Delete an index","description":"This operation deletes an existing index.","openapi":"control_2024-10 delete /indexes/{index_name}","href":"/reference/api/2024-10/control-plane/delete_index"},{"title":"Configure an index","description":"This operation configures an existing index. \n\nFor serverless indexes, you can configure only index deletion protection and tags. For pod-based indexes, you can configure the pod size, number of replicas, tags, and index deletion protection. \n\nIt is not possible to change the pod type of a pod-based index. However, you can create a collection from a pod-based index and then [create a new pod-based index with a different pod type](http://docs.pinecone.io/guides/indexes/pods/create-a-pod-based-index#create-a-pod-index-from-a-collection) from the collection. For guidance and examples, see [Configure an index](http://docs.pinecone.io/guides/indexes/pods/manage-pod-based-indexes).","openapi":"control_2024-10 patch /indexes/{index_name}","href":"/reference/api/2024-10/control-plane/configure_index"},{"title":"Get index stats","description":"The `describe_index_stats` operation returns statistics about the contents of an index, including the vector count per namespace, the number of dimensions, and the index fullness.\n\nServerless indexes scale automatically as needed, so index fullness is relevant only for pod-based indexes.","openapi":"data_2024-10 post /describe_index_stats","href":"/reference/api/2024-10/data-plane/describeindexstats"}]},{"group":"Vectors","pages":[{"title":"Upsert vectors","description":"The `upsert` operation writes vectors into a namespace. If a new value is upserted for an existing vector ID, it will overwrite the previous value.\n\nFor guidance and examples, see [Upsert data](https://docs.pinecone.io/guides/data/upsert-data).","openapi":"data_2024-07 post /vectors/upsert","href":"/reference/api/2024-07/data-plane/upsert"},{"title":"Query vectors","description":"The `query` operation searches a namespace, using a query vector. It retrieves the ids of the most similar items in a namespace, along with their similarity scores.\n\nFor guidance and examples, see [Query data](https://docs.pinecone.io/guides/data/query-data).","openapi":"data_2024-07 post /query","href":"/reference/api/2024-07/data-plane/query"},{"title":"Fetch vectors","description":"The `fetch` operation looks up and returns vectors, by ID, from a single namespace. The returned vectors include the vector data and/or metadata.\n\nFor guidance and examples, see [Fetch data](https://docs.pinecone.io/guides/data/fetch-data).","openapi":"data_2024-07 get /vectors/fetch","href":"/reference/api/2024-07/data-plane/fetch"},{"title":"Update a vector","description":"The `update` operation updates a vector in a namespace. If a value is included, it will overwrite the previous value. If a `set_metadata` is included, the values of the fields specified in it will be added or overwrite the previous value.\n\nFor guidance and examples, see [Update data](https://docs.pinecone.io/guides/data/update-data).","openapi":"data_2024-07 post /vectors/update","href":"/reference/api/2024-07/data-plane/update"},{"title":"Delete vectors","description":"The `delete` operation deletes vectors, by id, from a single namespace.\n\nFor guidance and examples, see [Delete data](https://docs.pinecone.io/guides/data/delete-data).","openapi":"data_2024-07 post /vectors/delete","href":"/reference/api/2024-07/data-plane/delete"},{"title":"List vector IDs","description":"The `list` operation lists the IDs of vectors in a single namespace of a serverless index. An optional prefix can be passed to limit the results to IDs with a common prefix.\n\nBy default, `list` returns up to 100 IDs per page in sorted order (bitwise \"C\" collation). If the `limit` parameter is set, `list` returns up to that number of IDs instead. Whenever there are additional IDs to return, the response also includes a `pagination_token` that you can use to get the next batch of IDs. When the response does not include a `pagination_token`, there are no more IDs to return.\n\nFor guidance and examples, see [List record IDs](https://docs.pinecone.io/guides/data/list-record-ids).\n\n**Note:** `list_vectors` is supported only for serverless indexes.","openapi":"data_2024-10 get /vectors/list","href":"/reference/api/2024-07/data-plane/list"}]},{"group":"Backups","pages":[{"title":"List collections","description":"This operation returns a list of all collections in a project.\nServerless indexes do not support collections.\n","openapi":"control_2024-07 get /collections","href":"/reference/api/2024-07/control-plane/list_collections"},{"title":"Create a collection","description":"This operation creates a Pinecone collection.\n \nServerless indexes do not support collections.\n","openapi":"control_2024-07 post /collections","href":"/reference/api/2024-07/control-plane/create_collection"},{"title":"Describe a collection","description":"This operation gets a description of a collection.\nServerless indexes do not support collections.\n","openapi":"control_2024-07 get /collections/{collection_name}","href":"/reference/api/2024-07/control-plane/describe_collection"},{"title":"Delete a collection","description":"This operation deletes an existing collection.\nServerless indexes do not support collections.\n","openapi":"control_2024-07 delete /collections/{collection_name}","href":"/reference/api/2024-07/control-plane/delete_collection"}]}]},{"group":"Database","version":"2024-04","pages":[{"group":"Indexes","pages":[{"title":"List indexes","description":"This operation returns a list of all indexes in a project.","openapi":"control_2024-04 get /indexes","href":"/reference/api/2024-04/control-plane/list_indexes"},{"title":"Create an index","description":"This operation deploys a Pinecone index. This is where you specify the measure of similarity, the dimension of vectors to be stored in the index, which cloud provider you would like to deploy with, and more.\n\nFor guidance and examples, see [Create an index](https://docs.pinecone.io/guides/indexes/create-an-index#create-a-serverless-index).\n","openapi":"control_2024-04 post /indexes","href":"/reference/api/2024-04/control-plane/create_index"},{"title":"Describe an index","description":"Get a description of an index.","openapi":"control_2024-04 get /indexes/{index_name}","href":"/reference/api/2024-04/control-plane/describe_index"},{"title":"Delete an index","description":"This operation deletes an existing index.","openapi":"control_2024-04 delete /indexes/{index_name}","href":"/reference/api/2024-04/control-plane/delete_index"},{"title":"Configure an index","description":"This operation configures the pod size and number of replicas for a pod-based index.\n\nIt is not possible to change the pod type of an index. However, you can create a collection from an index and then [create a new index with a different pod type](http://docs.pinecone.io/guides/indexes/pods/create-a-pod-based-index#create-a-pod-index-from-a-collection) from the collection.","openapi":"control_2024-04 patch /indexes/{index_name}","href":"/reference/api/2024-04/control-plane/configure_index"},{"title":"Get index stats","description":"The `describe_index_stats` operation returns statistics about the contents of an index, including the vector count per namespace, the number of dimensions, and the index fullness.\n\nServerless indexes scale automatically as needed, so index fullness is relevant only for pod-based indexes.","openapi":"data_2024-04 post /describe_index_stats","href":"/reference/api/2024-04/data-plane/describeindexstats"}]},{"group":"Vectors","pages":[{"title":"Upsert vectors","description":"The `upsert` operation writes vectors into a namespace. If a new value is upserted for an existing vector ID, it will overwrite the previous value.\n\nFor guidance and examples, see [Upsert data](https://docs.pinecone.io/guides/data/upsert-data).","openapi":"data_2024-04 post /vectors/upsert","href":"/reference/api/2024-04/data-plane/upsert"},{"title":"Query vectors","description":"The `query` operation searches a namespace, using a query vector. It retrieves the ids of the most similar items in a namespace, along with their similarity scores.\n\nFor guidance and examples, see [Query data](https://docs.pinecone.io/guides/data/query-data).","openapi":"data_2024-04 post /query","href":"/reference/api/2024-04/data-plane/query"},{"title":"Fetch vectors","description":"The `fetch` operation looks up and returns vectors, by ID, from a single namespace. The returned vectors include the vector data and/or metadata.\n\nFor guidance and examples, see [Fetch data](https://docs.pinecone.io/guides/data/fetch-data).","openapi":"data_2024-04 get /vectors/fetch","href":"/reference/api/2024-04/data-plane/fetch"},{"title":"Update a vector","description":"The `update` operation updates a vector in a namespace. If a value is included, it will overwrite the previous value. If a `set_metadata` is included, the values of the fields specified in it will be added or overwrite the previous value.\n\nFor guidance and examples, see [Update data](https://docs.pinecone.io/guides/data/update-data).","openapi":"data_2024-04 post /vectors/update","href":"/reference/api/2024-04/data-plane/update"},{"title":"Delete vectors","description":"The `delete` operation deletes vectors, by id, from a single namespace.\n\nFor guidance and examples, see [Delete data](https://docs.pinecone.io/guides/data/delete-data).","openapi":"data_2024-04 post /vectors/delete","href":"/reference/api/2024-04/data-plane/delete"},{"title":"List vector IDs","description":"The `list` operation lists the IDs of vectors in a single namespace of a serverless index. An optional prefix can be passed to limit the results to IDs with a common prefix.\n\nBy default, `list` returns up to 100 IDs per page in sorted order (bitwise \"C\" collation). If the `limit` parameter is set, `list` returns up to that number of IDs instead. Whenever there are additional IDs to return, the response also includes a `pagination_token` that you can use to get the next batch of IDs. When the response does not include a `pagination_token`, there are no more IDs to return.\n\nFor guidance and examples, see [List record IDs](https://docs.pinecone.io/guides/data/list-record-ids).\n\n**Note:** `list_vectors` is supported only for serverless indexes.","openapi":"data_2024-10 get /vectors/list","href":"/reference/api/2024-04/data-plane/list"}]},{"group":"Backups","pages":[{"title":"List collections","description":"This operation returns a list of all collections in a project.\n\nServerless indexes do not support collections.\n","openapi":"control_2024-04 get /collections","href":"/reference/api/2024-04/control-plane/list_collections"},{"title":"Create a collection","description":"This operation creates a Pinecone collection.\n\nServerless indexes do not support collections.\n","openapi":"control_2024-04 post /collections","href":"/reference/api/2024-04/control-plane/create_collection"},{"title":"Describe a collection","description":"This operation gets a description of a collection.\n\nServerless indexes do not support collections.\n","openapi":"control_2024-04 get /collections/{collection_name}","href":"/reference/api/2024-04/control-plane/describe_collection"},{"title":"Delete a collection","description":"This operation deletes an existing collection.\n\nServerless indexes do not support collections.\n","openapi":"control_2024-04 delete /collections/{collection_name}","href":"/reference/api/2024-04/control-plane/delete_collection"}]}]},{"group":"Inference","version":"2025-04 (release candidate)","pages":[{"title":"Embed data","description":"Generate embeddings for input data.\n\nFor guidance and examples, see [Generate embeddings](https://docs.pinecone.io/guides/inference/generate-embeddings).","openapi":"inference_2025-04 post /embed","href":"/reference/api/2025-04/inference/generate-embeddings"},{"title":"Rerank documents","description":"Rerank documents according to their relevance to a query.\n\nFor guidance and examples, see [Rerank documents](https://docs.pinecone.io/guides/inference/rerank).","openapi":"inference_2025-04 post /rerank","href":"/reference/api/2025-04/inference/rerank"}]},{"group":"Inference","version":"2025-01 (latest)","pages":[{"title":"Generate vectors","description":"[Generate vector embeddings](https://docs.pinecone.io/guides/inference/generate-embeddings) for input data. This endpoint uses [Pinecone Inference](https://docs.pinecone.io/guides/inference/understanding-inference).","openapi":"inference_2025-01 post /embed","href":"/reference/api/2025-01/inference/generate-embeddings"},{"title":"Rerank results","description":"[Rerank query results](https://docs.pinecone.io/guides/inference/rerank) according to their relevance to a query. This endpoint uses [Pinecone Inference](https://docs.pinecone.io/guides/inference/understanding-inference).","openapi":"inference_2025-01 post /rerank","href":"/reference/api/2025-01/inference/rerank"}]},{"group":"Inference","version":"2024-10","pages":[{"title":"Embed data","description":"Generate embeddings for input data.\n\nFor guidance and examples, see [Generate embeddings](https://docs.pinecone.io/guides/inference/generate-embeddings).","openapi":"inference_2024-10 post /embed","href":"/reference/api/2024-10/inference/generate-embeddings"},{"title":"Rerank documents","description":"Rerank documents according to their relevance to a query.\n\nFor guidance and examples, see [Rerank documents](https://docs.pinecone.io/guides/inference/rerank).","openapi":"inference_2024-10 post /rerank","href":"/reference/api/2024-10/inference/rerank"}]},{"group":"Inference","version":"2024-07","pages":[{"group":"Embed","pages":[{"title":"Embed data","description":"Generate embeddings for input data.\n\nFor guidance and examples, see [Generate embeddings](https://docs.pinecone.io/guides/inference/generate-embeddings).","openapi":"inference_2024-10 post /embed","href":"/reference/api/2024-10/inference/generate-embeddings"}]}]},{"group":"Assistant","version":"2025-04 (release candidate)","pages":[{"group":"Assistants","pages":[{"title":"List assistants","description":"List of all assistants in a project.\n\nFor guidance and examples, see [Manage assistants](https://docs.pinecone.io/guides/assistant/manage-assistants#list-assistants-for-a-project).","openapi":"assistant_control_2025-04 GET /assistants","href":"/reference/api/2025-04/assistant/list_assistants"},{"title":"Create an assistant","description":"Create an assistant. This is where you specify the underlying training model, which cloud provider you would like to deploy with, and more.\n\nFor guidance and examples, see [Create an assistant](https://docs.pinecone.io/guides/assistant/create-assistant)","openapi":"assistant_control_2025-04 POST /assistants","href":"/reference/api/2025-04/assistant/create_assistant"},{"title":"Check assistant status","description":"Get the status of an assistant.\n\nFor guidance and examples, see [Manage assistants](https://docs.pinecone.io/guides/assistant/manage-assistants#get-the-status-of-an-assistant)","openapi":"assistant_control_2025-04 GET /assistants/{assistant_name}","href":"/reference/api/2025-04/assistant/describe_assistant"},{"title":"Update an assistant","description":"Update an existing assistant. 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index","description":null,"sidebarTitle":"Create an index","href":"/guides/indexes/create-an-index"},{"title":"Implement multitenancy using namespaces","description":null,"sidebarTitle":"Implement multitenancy","href":"/guides/indexes/implement-multitenancy"},{"title":"Manage serverless indexes","description":null,"sidebarTitle":"Manage indexes","href":"/guides/indexes/manage-indexes"},{"group":"Back up and restore","pages":[{"title":"Understanding backups","description":null,"href":"/guides/indexes/understanding-backups"},{"title":"Back up an index","description":null,"href":"/guides/indexes/back-up-an-index"},{"title":"Restore an index","description":null,"href":"/guides/indexes/restore-an-index"}]},{"group":"Pod-based indexes","pages":[{"title":"Understanding pod-based indexes","description":null,"href":"/guides/indexes/pods/understanding-pod-based-indexes"},{"title":"Migrate a pod-based index to serverless","description":null,"href":"/guides/indexes/pods/migrate-a-pod-based-index-to-serverless"},{"title":"Choose a pod type and size","description":null,"sidebarTitle":"Choose a pod type","href":"/guides/indexes/pods/choose-a-pod-type-and-size"},{"title":"Create a pod-based index","description":null,"href":"/guides/indexes/pods/create-a-pod-based-index"},{"title":"Manage pod-based indexes","description":null,"href":"/guides/indexes/pods/manage-pod-based-indexes"},{"title":"Scale pod-based indexes","description":null,"href":"/guides/indexes/pods/scale-pod-based-indexes"},{"group":"Back up and restore","pages":[{"title":"Understanding collections","description":null,"href":"/guides/indexes/pods/understanding-collections"},{"title":"Back up a pod-based index","description":null,"href":"/guides/indexes/pods/back-up-a-pod-based-index"},{"title":"Restore a pod-based index","description":null,"href":"/guides/indexes/pods/restore-a-pod-based-index"}]}]},{"title":"Get started with sparse indexes","description":null,"sidebarTitle":"Sparse indexes","href":"/guides/indexes/sparse-indexes"}]},{"group":"Data","pages":[{"title":"Upsert data","description":null,"href":"/guides/data/upsert-data"},{"title":"Query data","description":null,"href":"/guides/data/query-data"},{"title":"Fetch data","description":null,"href":"/guides/data/fetch-data"},{"title":"Update data","description":null,"href":"/guides/data/update-data"},{"title":"Delete data","description":null,"href":"/guides/data/delete-data"},{"group":"Import data","pages":[{"title":"Understanding imports","description":null,"href":"/guides/data/understanding-imports"},{"title":"Import data","description":null,"href":"/guides/data/import-data"}]},{"title":"List record IDs","description":null,"href":"/guides/data/list-record-ids"},{"title":"Target an index","description":null,"href":"/guides/data/target-an-index"},{"title":"Understanding metadata","description":null,"href":"/guides/data/understanding-metadata"},{"title":"Manage RAG documents","description":null,"href":"/guides/data/manage-rag-documents"},{"group":"Data freshness","pages":[{"title":"Understanding data freshness","description":null,"href":"/guides/data/data-freshness/understanding-data-freshness"},{"title":"Check data freshness","description":null,"href":"/guides/data/data-freshness/check-data-freshness"}]},{"group":"Hybrid search and sparse vectors","pages":[{"title":"Understanding hybrid search","description":null,"href":"/guides/data/understanding-hybrid-search"},{"title":"Encode sparse vectors","description":null,"href":"/guides/data/encode-sparse-vectors"},{"title":"Upsert sparse-dense vectors","description":null,"href":"/guides/data/upsert-sparse-dense-vectors"},{"title":"Query sparse-dense vectors","description":null,"href":"/guides/data/query-sparse-dense-vectors"}]}]},{"group":"Inference","pages":[{"title":"Understanding Pinecone Inference","description":null,"href":"/guides/inference/understanding-inference"},{"title":"Embed data","description":null,"href":"/guides/inference/generate-embeddings"},{"title":"Rerank documents","description":null,"href":"/guides/inference/rerank"},{"title":"Upsert and search with integrated inference","description":null,"href":"/guides/inference/integrated-inference"}]},{"group":"Assistant","pages":[{"title":"Understanding Pinecone Assistant","description":null,"href":"/guides/assistant/understanding-assistant"},{"title":"Create an assistant","description":null,"mode":"wide","href":"/guides/assistant/create-assistant"},{"title":"Manage files","description":null,"href":"/guides/assistant/manage-files"},{"title":"Chat with an assistant","description":null,"href":"/guides/assistant/chat-with-assistant"},{"title":"Manage assistants","description":null,"href":"/guides/assistant/manage-assistants"},{"group":"Evaluate answers","pages":[{"title":"Understanding evaluation","description":null,"href":"/guides/assistant/understanding-evaluation"},{"title":"Evaluate answers","description":null,"mode":"wide","href":"/guides/assistant/evaluate-answers"}]},{"group":"Retrieve context snippets","pages":[{"title":"Understanding context snippets","description":null,"href":"/guides/assistant/understanding-context-snippets"},{"title":"Retrieve context snippets","description":null,"href":"/guides/assistant/retrieve-context-snippets"}]}]},{"group":"Operations","pages":[{"title":"Local development with Pinecone Local","description":null,"sidebarTitle":"Local development","href":"/guides/operations/local-development"},{"title":"CI/CD with Pinecone Local and GitHub Actions","description":null,"sidebarTitle":"Automated testing","href":"/guides/operations/automated-testing"},{"title":"Move to production","description":null,"href":"/guides/operations/move-to-production"},{"title":"Performance tuning","description":null,"href":"/guides/operations/performance-tuning"},{"group":"Security","pages":[{"title":"Understanding security","description":null,"href":"/guides/operations/understanding-security"},{"title":"Configure SSO with Okta","description":null,"href":"/guides/organizations/configure-single-sign-on/okta"},{"title":"Configure customer-managed encryption keys","description":null,"sidebarTitle":"Configure CMEK","href":"/guides/operations/configure-cmek"},{"title":"Connect to AWS PrivateLink","description":null,"href":"/guides/operations/connect-to-aws-privatelink"}]},{"group":"Integrate with cloud storage","pages":[{"title":"Manage storage integrations","description":null,"href":"/guides/operations/integrations/manage-storage-integrations"},{"title":"Integrate with Amazon S3","description":null,"icon":"aws","href":"/guides/operations/integrations/integrate-with-amazon-s3"}]},{"title":"Monitoring","description":null,"href":"/guides/operations/monitoring"}]},{"group":"Organizations","pages":[{"title":"Understanding organizations","description":null,"href":"/guides/organizations/understanding-organizations"},{"group":"Manage billing","pages":[{"title":"Change your billing plan","description":null,"href":"/guides/organizations/manage-billing/changing-your-billing-plan"},{"title":"Set up billing through AWS Marketplace","description":null,"icon":"aws","href":"/guides/organizations/manage-billing/setting-up-billing-through-aws-marketplace"},{"title":"Set up billing through Azure Marketplace","description":null,"icon":"microsoft","href":"/guides/organizations/manage-billing/setting-up-billing-through-azure-marketplace"},{"title":"Set up billing through GCP Marketplace","description":null,"icon":"google","href":"/guides/organizations/manage-billing/setting-up-billing-through-gcp-marketplace"}]},{"group":"Manage cost","pages":[{"title":"Understanding cost","description":null,"href":"/guides/organizations/manage-cost/understanding-cost"},{"title":"Monitor your usage","description":null,"href":"/guides/organizations/manage-cost/monitor-your-usage"},{"title":"Manage cost","description":null,"href":"/guides/organizations/manage-cost/manage-cost"}]},{"title":"Manage organization members","description":null,"href":"/guides/organizations/manage-organization-members"}]},{"group":"Projects","pages":[{"title":"Understanding projects","description":null,"href":"/guides/projects/understanding-projects"},{"title":"Create a project","description":null,"mode":"wide","href":"/guides/projects/create-a-project"},{"title":"Manage API keys","description":null,"href":"/guides/projects/manage-api-keys"},{"title":"Manage project members","description":null,"href":"/guides/projects/manage-project-members"},{"title":"Manage projects","description":null,"href":"/guides/projects/manage-projects"}]}]},{"tab":"Reference","versions":[{"version":"2025-04 (release candidate)","groups":[{"group":"APIs","pages":[{"title":"API reference","description":null,"sidebarTitle":"Introduction","href":"/reference/api/introduction"},{"title":"Authentication","description":null,"href":"/reference/api/authentication"},{"title":"API versioning","description":null,"sidebarTitle":"Versioning","href":"/reference/api/versioning"},{"group":"Limits","pages":[{"title":"Pinecone Database limits","description":null,"sidebarTitle":"Database limits","href":"/reference/api/database-limits"},{"title":"Pinecone Inference limits","description":null,"sidebarTitle":"Inference limits","href":"/reference/api/inference-limits"},{"title":"Pinecone Assistant limits","description":null,"sidebarTitle":"Assistant limits","href":"/reference/api/assistant-limits"},{"title":"Known limitations","description":null,"href":"/reference/api/known-limitations"}]},{"title":"Errors","description":null,"href":"/reference/api/errors"}]},{"group":"Database","pages":[{"group":"Indexes","pages":[{"title":"List indexes","description":"List all indexes in a project.","openapi":"control_2025-04 get /indexes","href":"/reference/api/2025-04/control-plane/list_indexes"},{"title":"Create an index","description":"Create a Pinecone index. This is where you specify the measure of similarity, the dimension of vectors to be stored in the index, which cloud provider you would like to deploy with, and more.\n \nFor guidance and examples, see [Create an index](https://docs.pinecone.io/guides/indexes/create-an-index#create-a-serverless-index).\n","openapi":"control_2025-04 post /indexes","href":"/reference/api/2025-04/control-plane/create_index"},{"title":"Create an index with integrated embedding","description":"Create an index with integrated embedding.\n\nWith this type of index, you provide source text, and Pinecone uses a [hosted embedding model](https://docs.pinecone.io/guides/inference/understanding-inference#embedding-models) to convert the text automatically during [upsert](https://docs.pinecone.io/reference/api/2025-01/data-plane/upsert_records) and [search](https://docs.pinecone.io/reference/api/2025-01/data-plane/search_records).\n\nFor guidance and examples, see [Create an index](https://docs.pinecone.io/guides/indexes/create-an-index#integrated-embedding).","openapi":"control_2025-04 post /indexes/create-for-model","href":"/reference/api/2025-04/control-plane/create_for_model"},{"title":"Describe an index","description":"Get a description of an index.","openapi":"control_2025-04 get /indexes/{index_name}","href":"/reference/api/2025-04/control-plane/describe_index"},{"title":"Delete an index","description":"Delete an existing index.","openapi":"control_2025-04 delete /indexes/{index_name}","href":"/reference/api/2025-04/control-plane/delete_index"},{"title":"Configure an index","description":"Configure an existing index. For serverless indexes, you can configure index deletion protection, tags, and integrated inference embedding settings for the index. For pod-based indexes, you can configure the pod size, number of replicas, tags, and index deletion protection.\n\nIt is not possible to change the pod type of a pod-based index. However, you can create a collection from a pod-based index and then [create a new pod-based index with a different pod type](http://docs.pinecone.io/guides/indexes/pods/create-a-pod-based-index#create-a-pod-index-from-a-collection) from the collection. For guidance and examples, see [Configure an index](http://docs.pinecone.io/guides/indexes/pods/manage-pod-based-indexes).","openapi":"control_2025-04 patch /indexes/{index_name}","href":"/reference/api/2025-04/control-plane/configure_index"},{"title":"Get index stats","description":"Return statistics about the contents of an index, including the vector count per namespace, the number of dimensions, and the index fullness.\n\nServerless indexes scale automatically as needed, so index fullness is relevant only for pod-based indexes.","openapi":"data_2025-04 post /describe_index_stats","href":"/reference/api/2025-04/data-plane/describeindexstats"}]},{"group":"Vectors","pages":[{"title":"Upsert vectors","description":"Upsert vectors into a namespace. If a new value is upserted for an existing vector ID, it will overwrite the previous value.\n\nFor guidance and examples, see [Upsert data](https://docs.pinecone.io/guides/data/upsert-data#upsert-vectors).","openapi":"data_2025-04 post /vectors/upsert","href":"/reference/api/2025-04/data-plane/upsert"},{"title":"Upsert text","description":"Upsert text into a namespace. Pinecone converts the text to vectors automatically using the hosted embedding model associated with the index.\n\nUpserting text is supported only for [indexes with integrated embedding](https://docs.pinecone.io/reference/api/2025-01/control-plane/create_for_model).\n\nFor guidance and examples, see [Upsert data](https://docs.pinecone.io/guides/data/upsert-data#upsert-text).","openapi":"data_2025-04 post /records/namespaces/{namespace}/upsert","href":"/reference/api/2025-04/data-plane/upsert_records"},{"title":"Fetch vectors","description":"Look up and return vectors by ID from a single namespace. The returned vectors include the vector data and/or metadata.\n\nFor guidance and examples, see [Fetch data](https://docs.pinecone.io/guides/data/fetch-data).","openapi":"data_2025-04 get /vectors/fetch","href":"/reference/api/2025-04/data-plane/fetch"},{"title":"Update a vector","description":"Update a vector in a namespace. If a value is included, it will overwrite the previous value. If a `set_metadata` is included, the values of the fields specified in it will be added or overwrite the previous value.\n\nFor guidance and examples, see [Update data](https://docs.pinecone.io/guides/data/update-data).","openapi":"data_2025-04 post /vectors/update","href":"/reference/api/2025-04/data-plane/update"},{"title":"Delete vectors","description":"Delete vectors by id from a single namespace.\n\nFor guidance and examples, see [Delete data](https://docs.pinecone.io/guides/data/delete-data).","openapi":"data_2025-04 post /vectors/delete","href":"/reference/api/2025-04/data-plane/delete"},{"title":"List vector IDs","description":"List the IDs of vectors in a single namespace of a serverless index. An optional prefix can be passed to limit the results to IDs with a common prefix.\n\nReturns up to 100 IDs at a time by default in sorted order (bitwise \"C\" collation). If the `limit` parameter is set, `list` returns up to that number of IDs instead. Whenever there are additional IDs to return, the response also includes a `pagination_token` that you can use to get the next batch of IDs. When the response does not include a `pagination_token`, there are no more IDs to return.\n\nFor guidance and examples, see [List record IDs](https://docs.pinecone.io/guides/data/list-record-ids).\n\n**Note:** `list` is supported only for serverless indexes.","openapi":"data_2025-04 get /vectors/list","href":"/reference/api/2025-04/data-plane/list"}]},{"group":"Search","pages":[{"title":"Search with a vector","description":"Search a namespace using a query vector. It retrieves the ids of the most similar items in a namespace, along with their similarity scores.\n\nFor guidance and examples, see [Query data](https://docs.pinecone.io/guides/data/query-data).","openapi":"data_2025-04 post /query","href":"/reference/api/2025-04/data-plane/query"},{"title":"Search with text","description":"Search a namespace with a query text, query vector, or record ID and return the most similar records, along with their similarity scores. Optionally, rerank the initial results based on their relevance to the query. \n\nSearching with text is supported only for [indexes with integrated embedding](https://docs.pinecone.io/guides/indexes/create-an-index#integrated-embedding). Searching with a query vector or record ID is supported for all indexes. \n\nFor guidance and examples, see [Query data](https://docs.pinecone.io/guides/data/query-data).","openapi":"data_2025-01 post /records/namespaces/{namespace}/search","href":"/reference/api/2025-04/data-plane/search_records"}]},{"group":"Imports","pages":[{"title":"Start import","description":"Start an asynchronous import of vectors from object storage into an index.\n\nFor guidance and examples, see [Import data](https://docs.pinecone.io/guides/data/import-data).","openapi":"data_2025-04 post /bulk/imports","href":"/reference/api/2025-04/data-plane/start_import"},{"title":"List imports","description":"List all recent and ongoing import operations.\n\nBy default, `list_imports` returns up to 100 imports per page. If the `limit` parameter is set, `list` returns up to that number of imports instead. Whenever there are additional IDs to return, the response also includes a `pagination_token` that you can use to get the next batch of imports. When the response does not include a `pagination_token`, there are no more imports to return.\n\nFor guidance and examples, see [Import data](https://docs.pinecone.io/guides/data/import-data).","openapi":"data_2025-04 get /bulk/imports","href":"/reference/api/2025-04/data-plane/list_imports"},{"title":"Describe an import","description":"Return details of a specific import operation.\n\nFor guidance and examples, see [Import data](https://docs.pinecone.io/guides/data/import-data).","openapi":"data_2025-04 get /bulk/imports/{id}","href":"/reference/api/2025-04/data-plane/describe_import"},{"title":"Cancel an import","description":"Cancel an import operation if it is not yet finished. It has no effect if the operation is already finished.\n\nFor guidance and examples, see [Import data](https://docs.pinecone.io/guides/data/import-data).","openapi":"data_2025-04 delete /bulk/imports/{id}","href":"/reference/api/2025-04/data-plane/cancel_import"}]},{"group":"Backups","pages":[{"title":"List collections","description":"List all collections in a project.\nServerless indexes do not support collections.\n","openapi":"control_2025-04 get /collections","href":"/reference/api/2025-04/control-plane/list_collections"},{"title":"Create a collection","description":"Create a Pinecone collection.\n \nServerless indexes do not support collections.\n","openapi":"control_2025-04 post /collections","href":"/reference/api/2025-04/control-plane/create_collection"},{"title":"Describe a collection","description":"Get a description of a collection.\nServerless indexes do not support collections.\n","openapi":"control_2025-04 get /collections/{collection_name}","href":"/reference/api/2025-04/control-plane/describe_collection"},{"title":"Delete a collection","description":"Delete an existing collection.\nServerless indexes do not support collections.\n","openapi":"control_2025-04 delete /collections/{collection_name}","href":"/reference/api/2025-04/control-plane/delete_collection"}]}]},{"group":"Inference","pages":[{"group":"Embed","pages":[{"title":"Generate vectors","description":"Generate vector embeddings for input data. This endpoint uses [Pinecone Inference](https://docs.pinecone.io/guides/inference/understanding-inference).\n\nFor guidance and examples, see [Embed data](https://docs.pinecone.io/guides/inference/generate-embeddings).","openapi":"inference_2025-04 post /embed","href":"/reference/api/2025-04/inference/generate-embeddings"}]},{"group":"Rerank","pages":[{"title":"Rerank documents","description":"Rerank documents according to their relevance to a query.\n\nFor guidance and examples, see [Rerank documents](https://docs.pinecone.io/guides/inference/rerank).","openapi":"inference_2025-04 post /rerank","href":"/reference/api/2025-04/inference/rerank"}]}]},{"group":"Assistant","pages":[{"group":"Assistants","pages":[{"title":"List assistants","description":"List of all assistants in a project.\n\nFor guidance and examples, see [Manage assistants](https://docs.pinecone.io/guides/assistant/manage-assistants#list-assistants-for-a-project).","openapi":"assistant_control_2025-04 GET /assistants","href":"/reference/api/2025-04/assistant/list_assistants"},{"title":"Create an assistant","description":"Create an assistant. This is where you specify the underlying training model, which cloud provider you would like to deploy with, and more.\n\nFor guidance and examples, see [Create an assistant](https://docs.pinecone.io/guides/assistant/create-assistant)","openapi":"assistant_control_2025-04 POST /assistants","href":"/reference/api/2025-04/assistant/create_assistant"},{"title":"Check assistant status","description":"Get the status of an assistant.\n\nFor guidance and examples, see [Manage assistants](https://docs.pinecone.io/guides/assistant/manage-assistants#get-the-status-of-an-assistant)","openapi":"assistant_control_2025-04 GET /assistants/{assistant_name}","href":"/reference/api/2025-04/assistant/describe_assistant"},{"title":"Update an assistant","description":"Update an existing assistant. You can modify the assistant's instructions.\n\nFor guidance and examples, see [Manage assistants](https://docs.pinecone.io/guides/assistant/manage-assistants#add-instructions-to-an-assistant).","openapi":"assistant_control_2025-04 PATCH /assistants/{assistant_name}","href":"/reference/api/2025-04/assistant/update_assistant"},{"title":"Delete an assistant","description":"Delete an existing assistant.\n\nFor guidance and examples, see [Manage assistants](https://docs.pinecone.io/guides/assistant/manage-assistants#delete-an-assistant)","openapi":"assistant_control_2025-04 DELETE /assistants/{assistant_name}","href":"/reference/api/2025-04/assistant/delete_assistant"}]},{"group":"Files","pages":[{"title":"List Files","description":"List all files in an assistant, with an option to filter files with metadata.\n\nFor guidance and examples, see [Manage files](https://docs.pinecone.io/guides/assistant/manage-files#list-files-in-an-assistant).","openapi":"assistant_data_2025-04 GET /files/{assistant_name}","href":"/reference/api/2025-04/assistant/list_files"},{"title":"Upload file to assistant","description":"Upload a file to the specified assistant.\n\nFor guidance and examples, see [Manage files](https://docs.pinecone.io/guides/assistant/manage-files#upload-a-local-file).","openapi":"assistant_data_2025-04 POST /files/{assistant_name}","href":"/reference/api/2025-04/assistant/upload_file"},{"title":"Describe a file upload","description":"Get the status and metadata of a file uploaded to an assistant.\n\nFor guidance and examples, see [Manage files](https://docs.pinecone.io/guides/assistant/manage-files#get-the-status-of-a-file).","openapi":"assistant_data_2025-04 GET /files/{assistant_name}/{assistant_file_id}","href":"/reference/api/2025-04/assistant/describe_file"},{"title":"Delete an uploaded file","description":"Delete an uploaded file from an assistant.\n\nFor guidance and examples, see [Manage files](https://docs.pinecone.io/guides/assistant/manage-files#delete-a-file).","openapi":"assistant_data_2025-04 DELETE /files/{assistant_name}/{assistant_file_id}","href":"/reference/api/2025-04/assistant/delete_file"}]},{"group":"Chat","pages":[{"title":"Chat with an assistant","description":"Chat with an assistant and get back citations in structured form. \n\nThis is the recommended way to chat with an assistant, as it offers more functionality and control over the assistant's responses and references than the OpenAI-compatible chat interface.\n\nFor guidance and examples, see [Chat with an assistant](https://docs.pinecone.io/guides/assistant/chat-with-assistant).","openapi":"assistant_data_2025-04 POST /chat/{assistant_name}","href":"/reference/api/2025-04/assistant/chat_assistant"},{"title":"Chat through an OpenAI-compatible interface","description":"Chat with an assistant. This endpoint is based on the OpenAI Chat Completion API, a commonly used and adopted API. \n\nIt is useful if you need inline citations or OpenAI-compatible responses, but has limited functionality compared to the standard chat interface.\n\nFor guidance and examples, see [Chat with an assistant](https://docs.pinecone.io/guides/assistant/chat-with-assistant).","openapi":"assistant_data_2025-04 POST /chat/{assistant_name}/chat/completions","href":"/reference/api/2025-04/assistant/chat_completion_assistant"}]},{"group":"Evaluation","pages":[{"title":"Evaluate an answer","description":"Evaluate the correctness and completeness of a response from an assistant or a RAG system. The correctness and completeness are evaluated based on the precision and recall of the generated answer with respect to the ground truth answer facts. Alignment is the harmonic mean of correctness and completeness.\n\nFor guidance and examples, see [Evaluate answers](https://docs.pinecone.io/guides/assistant/evaluate-answers).","openapi":"assistant_evaluation_2025-04 POST /evaluation/metrics/alignment","href":"/reference/api/2025-04/assistant/metrics_alignment"}]},{"group":"Context snippets","pages":[{"title":"Retrieve context from an assistant","description":"Retrieve context snippets from an assistant to use as part of RAG or any agentic flow.\n\nFor guidance and examples, see [Retrieve context snippets](https://docs.pinecone.io/guides/assistant/retrieve-context-snippets).","openapi":"assistant_data_2025-04 POST /chat/{assistant_name}/context","href":"/reference/api/2025-04/assistant/context_assistant"}]}]},{"group":"SDKs","pages":[{"title":"Introduction","description":null,"href":"/reference/pinecone-sdks"},{"title":"Python SDK","description":null,"icon":"python","href":"/reference/python-sdk"},{"title":"Node.js SDK","description":null,"icon":"node-js","href":"/reference/node-sdk"},{"title":"Java SDK","description":null,"icon":"java","href":"/reference/java-sdk"},{"title":"Go SDK","description":null,"icon":"golang","href":"/reference/go-sdk"},{"title":".NET SDK","description":null,"icon":"microsoft","href":"/reference/dotnet-sdk"},{"title":"Rust SDK","description":null,"icon":"rust","href":"/reference/rust-sdk"}]},{"group":"Tools","pages":[{"title":"Pinecone text client","description":null,"href":"/reference/tools/pinecone-text-client"},{"title":"Spark-Pinecone connector","description":null,"href":"/reference/tools/pinecone-spark-connector"}]},{"group":"Architecture","pages":[{"title":"Serverless architecture","description":null,"href":"/reference/architecture/serverless-architecture"},{"title":"Pod-based architecture","description":null,"href":"/reference/architecture/pod-based-architecture"},{"title":"Pinecone Assistant architecture","description":null,"sidebarTitle":"Assistant architecture","href":"/reference/architecture/assistant-architecture"}]}]},{"version":"2025-01 (latest)","default":true,"groups":[{"group":"APIs","pages":[{"title":"API reference","description":null,"sidebarTitle":"Introduction","href":"/reference/api/introduction"},{"title":"Authentication","description":null,"href":"/reference/api/authentication"},{"title":"API versioning","description":null,"sidebarTitle":"Versioning","href":"/reference/api/versioning"},{"group":"Limits","pages":[{"title":"Pinecone Database limits","description":null,"sidebarTitle":"Database limits","href":"/reference/api/database-limits"},{"title":"Pinecone Inference limits","description":null,"sidebarTitle":"Inference limits","href":"/reference/api/inference-limits"},{"title":"Pinecone Assistant limits","description":null,"sidebarTitle":"Assistant limits","href":"/reference/api/assistant-limits"},{"title":"Known limitations","description":null,"href":"/reference/api/known-limitations"}]},{"title":"Errors","description":null,"href":"/reference/api/errors"}]},{"group":"Database","pages":[{"group":"Indexes","pages":[{"title":"List indexes","description":"This operation returns a list of all indexes in a project.","openapi":"control_2025-01 get /indexes","href":"/reference/api/2025-01/control-plane/list_indexes"},{"title":"Create an index","description":"Create an index for vectors created with an external embedding model.\n\nFor guidance and examples, see [Create an index](https://docs.pinecone.io/guides/indexes/create-an-index#external-embedding).","openapi":"control_2025-01 post /indexes","href":"/reference/api/2025-01/control-plane/create_index"},{"title":"Create an index with integrated embedding","description":"Create an index with integrated embedding.\n\nWith this type of index, you provide source text, and Pinecone uses a [hosted embedding model](https://docs.pinecone.io/guides/inference/understanding-inference#embedding-models) to convert the text automatically during [upsert](https://docs.pinecone.io/reference/api/2025-01/data-plane/upsert_records) and [search](https://docs.pinecone.io/reference/api/2025-01/data-plane/search_records).\n\nFor guidance and examples, see [Create an index](https://docs.pinecone.io/guides/indexes/create-an-index#integrated-embedding).","openapi":"control_2025-01 post /indexes/create-for-model","href":"/reference/api/2025-01/control-plane/create_for_model"},{"title":"Describe an index","description":"Get a description of an index.","openapi":"control_2025-01 get /indexes/{index_name}","href":"/reference/api/2025-01/control-plane/describe_index"},{"title":"Delete an index","description":"Delete an existing index.","openapi":"control_2025-01 delete /indexes/{index_name}","href":"/reference/api/2025-01/control-plane/delete_index"},{"title":"Configure an index","description":"Configure an existing index. \n\nFor serverless indexes, you can configure index deletion protection, tags, and integrated inference embedding settings for the index. For pod-based indexes, you can configure the pod size, number of replicas, tags, and index deletion protection.\n\nIt is not possible to change the pod type of a pod-based index. However, you can create a collection from a pod-based index and then [create a new pod-based index with a different pod type](http://docs.pinecone.io/guides/indexes/pods/create-a-pod-based-index#create-a-pod-index-from-a-collection) from the collection. For guidance and examples, see [Configure an index](http://docs.pinecone.io/guides/indexes/pods/manage-pod-based-indexes).","openapi":"control_2025-01 patch /indexes/{index_name}","href":"/reference/api/2025-01/control-plane/configure_index"},{"title":"Get index stats","description":"Return statistics about the contents of an index, including the vector count per namespace, the number of dimensions, and the index fullness.\n\nServerless indexes scale automatically as needed, so index fullness is relevant only for pod-based indexes.","openapi":"data_2025-01 post /describe_index_stats","href":"/reference/api/2025-01/data-plane/describeindexstats"}]},{"group":"Vectors","pages":[{"title":"Upsert vectors","description":"Upsert vectors into a namespace. If a new value is upserted for an existing vector ID, it will overwrite the previous value.\n\nFor guidance and examples, see [Upsert data](https://docs.pinecone.io/guides/data/upsert-data#upsert-vectors).","openapi":"data_2025-01 post /vectors/upsert","href":"/reference/api/2025-01/data-plane/upsert"},{"title":"Upsert text","description":"Upsert text into a namespace. Pinecone converts the text to vectors automatically using the hosted embedding model associated with the index.\n\nUpserting text is supported only for [indexes with integrated embedding](https://docs.pinecone.io/reference/api/2025-01/control-plane/create_for_model).\n\nFor guidance and examples, see [Upsert data](https://docs.pinecone.io/guides/data/upsert-data#upsert-text).","openapi":"data_2025-01 post /records/namespaces/{namespace}/upsert","href":"/reference/api/2025-01/data-plane/upsert_records"},{"title":"Fetch vectors","description":"Look up and return vectors, by ID, from a single namespace. The returned vectors include the vector data and/or metadata.\n\nFor guidance and examples, see [Fetch data](https://docs.pinecone.io/guides/data/fetch-data).","openapi":"data_2025-01 get /vectors/fetch","href":"/reference/api/2025-01/data-plane/fetch"},{"title":"Update a vector","description":"Update a vector in a namespace. If a value is included, it will overwrite the previous value. If a `set_metadata` is included, the values of the fields specified in it will be added or overwrite the previous value.\n\nFor guidance and examples, see [Update data](https://docs.pinecone.io/guides/data/update-data).","openapi":"data_2025-01 post /vectors/update","href":"/reference/api/2025-01/data-plane/update"},{"title":"Delete vectors","description":"Delete vectors, by id, from a single namespace.\n\nFor guidance and examples, see [Delete data](https://docs.pinecone.io/guides/data/delete-data).","openapi":"data_2025-01 post /vectors/delete","href":"/reference/api/2025-01/data-plane/delete"},{"title":"List vector IDs","description":"List the IDs of vectors in a single namespace of a serverless index. An optional prefix can be passed to limit the results to IDs with a common prefix.\n\nThis returns up to 100 IDs at a time by default in sorted order (bitwise \"C\" collation). If the `limit` parameter is set, `list` returns up to that number of IDs instead. Whenever there are additional IDs to return, the response also includes a `pagination_token` that you can use to get the next batch of IDs. When the response does not include a `pagination_token`, there are no more IDs to return.\n\nFor guidance and examples, see [List record IDs](https://docs.pinecone.io/guides/data/list-record-ids).\n\n**Note:** `list` is supported only for serverless indexes.","openapi":"data_2025-01 get /vectors/list","href":"/reference/api/2025-01/data-plane/list"}]},{"group":"Search","pages":[{"title":"Search with a vector","description":"Search a namespace with a query vector or record ID and return the IDs of the most similar records, along with their similarity scores.\n\nFor guidance and examples, see [Query data](https://docs.pinecone.io/guides/data/query-data).","openapi":"data_2025-01 post /query","href":"/reference/api/2025-01/data-plane/query"},{"title":"Search with text","description":"Search a namespace with a query text, query vector, or record ID and return the most similar records, along with their similarity scores. Optionally, rerank the initial results based on their relevance to the query. \n\nSearching with text is supported only for [indexes with integrated embedding](https://docs.pinecone.io/guides/indexes/create-an-index#integrated-embedding). Searching with a query vector or record ID is supported for all indexes. \n\nFor guidance and examples, see [Query data](https://docs.pinecone.io/guides/data/query-data).","openapi":"data_2025-01 post /records/namespaces/{namespace}/search","href":"/reference/api/2025-01/data-plane/search_records"}]},{"group":"Imports","pages":[{"title":"Start import","description":"Start an asynchronous import of vectors from object storage into an index.\n\nFor guidance and examples, see [Import data](https://docs.pinecone.io/guides/data/import-data).","openapi":"data_2025-01 post /bulk/imports","href":"/reference/api/2025-01/data-plane/start_import"},{"title":"List imports","description":"List all recent and ongoing import operations.\n\nBy default, this returns up to 100 imports per page. If the `limit` parameter is set, `list` returns up to that number of imports instead. Whenever there are additional IDs to return, the response also includes a `pagination_token` that you can use to get the next batch of imports. When the response does not include a `pagination_token`, there are no more imports to return.\n\nFor guidance and examples, see [Import data](https://docs.pinecone.io/guides/data/import-data).","openapi":"data_2025-01 get /bulk/imports","href":"/reference/api/2025-01/data-plane/list_imports"},{"title":"Describe an import","description":"Return details of a specific import operation.\n\nFor guidance and examples, see [Import data](https://docs.pinecone.io/guides/data/import-data).","openapi":"data_2025-01 get /bulk/imports/{id}","href":"/reference/api/2025-01/data-plane/describe_import"},{"title":"Cancel an import","description":"Cancel an import operation if it is not yet finished. It has no effect if the operation is already finished.\n\nFor guidance and examples, see [Import data](https://docs.pinecone.io/guides/data/import-data).","openapi":"data_2025-01 delete /bulk/imports/{id}","href":"/reference/api/2025-01/data-plane/cancel_import"}]},{"group":"Backups","pages":[{"title":"List collections","description":"This operation returns a list of all collections in a project.\nServerless indexes do not support collections.\n","openapi":"control_2025-01 get /collections","href":"/reference/api/2025-01/control-plane/list_collections"},{"title":"Create a collection","description":"This operation creates a Pinecone collection.\n \nServerless indexes do not support collections.\n","openapi":"control_2025-01 post /collections","href":"/reference/api/2025-01/control-plane/create_collection"},{"title":"Describe a collection","description":"This operation gets a description of a collection.\nServerless indexes do not support collections.\n","openapi":"control_2025-01 get /collections/{collection_name}","href":"/reference/api/2025-01/control-plane/describe_collection"},{"title":"Delete a collection","description":"This operation deletes an existing collection.\nServerless indexes do not support collections.\n","openapi":"control_2025-01 delete /collections/{collection_name}","href":"/reference/api/2025-01/control-plane/delete_collection"}]}]},{"group":"Inference","pages":[{"group":"Embed","pages":[{"title":"Generate vectors","description":"Generate vector embeddings for input data. This endpoint uses [Pinecone Inference](https://docs.pinecone.io/guides/inference/understanding-inference).\n\nFor guidance and examples, see [Embed data](https://docs.pinecone.io/guides/inference/generate-embeddings).","openapi":"inference_2025-01 post /embed","href":"/reference/api/2025-01/inference/generate-embeddings"}]},{"group":"Rerank","pages":[{"title":"Rerank results","description":"Rerank query results according to their relevance to a query. This endpoint uses [Pinecone Inference](https://docs.pinecone.io/guides/inference/understanding-inference).\n\nFor guidance and examples, see [Rerank documents](https://docs.pinecone.io/guides/inference/rerank).","openapi":"inference_2025-01 post /rerank","href":"/reference/api/2025-01/inference/rerank"}]}]},{"group":"Assistant","pages":[{"group":"Assistants","pages":[{"title":"List assistants","description":"List of all assistants in a project.\n\nFor guidance and examples, see [Manage assistants](https://docs.pinecone.io/guides/assistant/manage-assistants#list-assistants-for-a-project).","openapi":"assistant_control_2025-01 GET /assistants","href":"/reference/api/2025-01/assistant/list_assistants"},{"title":"Create an assistant","description":"Create an assistant. This is where you specify the underlying training model, which cloud provider you would like to deploy with, and more.\n\nFor guidance and examples, see [Create an assistant](https://docs.pinecone.io/guides/assistant/create-assistant)","openapi":"assistant_control_2025-01 POST /assistants","href":"/reference/api/2025-01/assistant/create_assistant"},{"title":"Check assistant status","description":"Get the status of an assistant.\n\nFor guidance and examples, see [Manage assistants](https://docs.pinecone.io/guides/assistant/manage-assistants#get-the-status-of-an-assistant)","openapi":"assistant_control_2025-01 GET /assistants/{assistant_name}","href":"/reference/api/2025-01/assistant/describe_assistant"},{"title":"Update an assistant","description":"Update an existing assistant. You can modify the assistant's instructions.\n\nFor guidance and examples, see [Manage assistants](https://docs.pinecone.io/guides/assistant/manage-assistants#add-instructions-to-an-assistant).","openapi":"assistant_control_2025-01 PATCH /assistants/{assistant_name}","href":"/reference/api/2025-01/assistant/update_assistant"},{"title":"Delete an assistant","description":"Delete an existing assistant.\n\nFor guidance and examples, see [Manage assistants](https://docs.pinecone.io/guides/assistant/manage-assistants#delete-an-assistant)","openapi":"assistant_control_2025-01 DELETE /assistants/{assistant_name}","href":"/reference/api/2025-01/assistant/delete_assistant"}]},{"group":"Files","pages":[{"title":"List Files","description":"List all files in an assistant, with an option to filter files with metadata.\n\nFor guidance and examples, see [Manage files](https://docs.pinecone.io/guides/assistant/manage-files#list-files-in-an-assistant).","openapi":"assistant_data_2025-01 GET /files/{assistant_name}","href":"/reference/api/2025-01/assistant/list_files"},{"title":"Upload file to assistant","description":"Upload a file to the specified assistant.\n\nFor guidance and examples, see [Manage files](https://docs.pinecone.io/guides/assistant/manage-files#upload-a-local-file).","openapi":"assistant_data_2025-01 POST /files/{assistant_name}","href":"/reference/api/2025-01/assistant/upload_file"},{"title":"Describe a file upload","description":"Get the status and metadata of a file uploaded to an assistant.\n\nFor guidance and examples, see [Manage files](https://docs.pinecone.io/guides/assistant/manage-files#get-the-status-of-a-file).","openapi":"assistant_data_2025-01 GET /files/{assistant_name}/{assistant_file_id}","href":"/reference/api/2025-01/assistant/describe_file"},{"title":"Delete an uploaded file","description":"Delete an uploaded file from an assistant.\n\nFor guidance and examples, see [Manage files](https://docs.pinecone.io/guides/assistant/manage-files#delete-a-file).","openapi":"assistant_data_2025-01 DELETE /files/{assistant_name}/{assistant_file_id}","href":"/reference/api/2025-01/assistant/delete_file"}]},{"group":"Chat","pages":[{"title":"Chat with an assistant","description":"Chat with an assistant and get back citations in structured form. \n\nThis is the recommended way to chat with an assistant, as it offers more functionality and control over the assistant's responses and references than the OpenAI-compatible chat interface.\n\nFor guidance and examples, see [Chat with an assistant](https://docs.pinecone.io/guides/assistant/chat-with-assistant).","openapi":"assistant_data_2025-01 POST /chat/{assistant_name}","href":"/reference/api/2025-01/assistant/chat_assistant"},{"title":"Chat through an OpenAI-compatible interface","description":"Chat with an assistant. This endpoint is based on the OpenAI Chat Completion API, a commonly used and adopted API. \n\nIt is useful if you need inline citations or OpenAI-compatible responses, but has limited functionality compared to the standard chat interface.\n\nFor guidance and examples, see [Chat with an assistant](https://docs.pinecone.io/guides/assistant/chat-with-assistant).","openapi":"assistant_data_2025-01 POST /chat/{assistant_name}/chat/completions","href":"/reference/api/2025-01/assistant/chat_completion_assistant"}]},{"group":"Evaluation","pages":[{"title":"Evaluate an answer","description":"Evaluate the correctness and completeness of a response from an assistant or a RAG system. The correctness and completeness are evaluated based on the precision and recall of the generated answer with respect to the ground truth answer facts. Alignment is the harmonic mean of correctness and completeness.\n\nFor guidance and examples, see [Evaluate answers](https://docs.pinecone.io/guides/assistant/evaluate-answers).","openapi":"assistant_evaluation_2025-01 POST /evaluation/metrics/alignment","href":"/reference/api/2025-01/assistant/metrics_alignment"}]},{"group":"Context snippets","pages":[{"title":"Retrieve context from an assistant","description":"Retrieve context snippets from an assistant to use as part of RAG or any agentic flow.\n\nFor guidance and examples, see [Retrieve context snippets](https://docs.pinecone.io/guides/assistant/retrieve-context-snippets).","openapi":"assistant_data_2025-01 POST /chat/{assistant_name}/context","href":"/reference/api/2025-01/assistant/context_assistant"}]}]},{"group":"SDKs","pages":[{"title":"Introduction","description":null,"href":"/reference/pinecone-sdks"},{"title":"Python SDK","description":null,"icon":"python","href":"/reference/python-sdk"},{"title":"Node.js SDK","description":null,"icon":"node-js","href":"/reference/node-sdk"},{"title":"Java SDK","description":null,"icon":"java","href":"/reference/java-sdk"},{"title":"Go SDK","description":null,"icon":"golang","href":"/reference/go-sdk"},{"title":".NET SDK","description":null,"icon":"microsoft","href":"/reference/dotnet-sdk"},{"title":"Rust SDK","description":null,"icon":"rust","href":"/reference/rust-sdk"}]},{"group":"Tools","pages":[{"title":"Pinecone text client","description":null,"href":"/reference/tools/pinecone-text-client"},{"title":"Spark-Pinecone connector","description":null,"href":"/reference/tools/pinecone-spark-connector"}]},{"group":"Architecture","pages":[{"title":"Serverless architecture","description":null,"href":"/reference/architecture/serverless-architecture"},{"title":"Pod-based architecture","description":null,"href":"/reference/architecture/pod-based-architecture"},{"title":"Pinecone Assistant architecture","description":null,"sidebarTitle":"Assistant architecture","href":"/reference/architecture/assistant-architecture"}]}]},{"version":"2024-10","groups":[{"group":"APIs","pages":[{"title":"API reference","description":null,"sidebarTitle":"Introduction","href":"/reference/api/introduction"},{"title":"Authentication","description":null,"href":"/reference/api/authentication"},{"title":"API versioning","description":null,"sidebarTitle":"Versioning","href":"/reference/api/versioning"},{"group":"Limits","pages":[{"title":"Pinecone Database limits","description":null,"sidebarTitle":"Database limits","href":"/reference/api/database-limits"},{"title":"Pinecone Inference limits","description":null,"sidebarTitle":"Inference limits","href":"/reference/api/inference-limits"},{"title":"Pinecone Assistant limits","description":null,"sidebarTitle":"Assistant limits","href":"/reference/api/assistant-limits"},{"title":"Known limitations","description":null,"href":"/reference/api/known-limitations"}]},{"title":"Errors","description":null,"href":"/reference/api/errors"}]},{"group":"Database","pages":[{"group":"Indexes","pages":[{"title":"List indexes","description":"This operation returns a list of all indexes in a project.","openapi":"control_2024-10 get /indexes","href":"/reference/api/2024-10/control-plane/list_indexes"},{"title":"Create an index","description":"This operation deploys a Pinecone index. This is where you specify the measure of similarity, the dimension of vectors to be stored in the index, which cloud provider you would like to deploy with, and more.\n \nFor guidance and examples, see [Create an index](https://docs.pinecone.io/guides/indexes/create-an-index#create-a-serverless-index).\n","openapi":"control_2024-10 post /indexes","href":"/reference/api/2024-10/control-plane/create_index"},{"title":"Describe an index","description":"Get a description of an index.","openapi":"control_2024-10 get /indexes/{index_name}","href":"/reference/api/2024-10/control-plane/describe_index"},{"title":"Delete an index","description":"This operation deletes an existing index.","openapi":"control_2024-10 delete /indexes/{index_name}","href":"/reference/api/2024-10/control-plane/delete_index"},{"title":"Configure an index","description":"This operation configures an existing index. \n\nFor serverless indexes, you can configure only index deletion protection and tags. For pod-based indexes, you can configure the pod size, number of replicas, tags, and index deletion protection. \n\nIt is not possible to change the pod type of a pod-based index. However, you can create a collection from a pod-based index and then [create a new pod-based index with a different pod type](http://docs.pinecone.io/guides/indexes/pods/create-a-pod-based-index#create-a-pod-index-from-a-collection) from the collection. For guidance and examples, see [Configure an index](http://docs.pinecone.io/guides/indexes/pods/manage-pod-based-indexes).","openapi":"control_2024-10 patch /indexes/{index_name}","href":"/reference/api/2024-10/control-plane/configure_index"},{"title":"Get index stats","description":"The `describe_index_stats` operation returns statistics about the contents of an index, including the vector count per namespace, the number of dimensions, and the index fullness.\n\nServerless indexes scale automatically as needed, so index fullness is relevant only for pod-based indexes.","openapi":"data_2024-10 post /describe_index_stats","href":"/reference/api/2024-10/data-plane/describeindexstats"}]},{"group":"Vectors","pages":[{"title":"Upsert vectors","description":"The `upsert` operation writes vectors into a namespace. If a new value is upserted for an existing vector ID, it will overwrite the previous value.\n\nFor guidance and examples, see [Upsert data](https://docs.pinecone.io/guides/data/upsert-data).","openapi":"data_2024-10 post /vectors/upsert","href":"/reference/api/2024-10/data-plane/upsert"},{"title":"Query vectors","description":"The `query` operation searches a namespace, using a query vector. It retrieves the ids of the most similar items in a namespace, along with their similarity scores.\n\nFor guidance and examples, see [Query data](https://docs.pinecone.io/guides/data/query-data).","openapi":"data_2024-10 post /query","href":"/reference/api/2024-10/data-plane/query"},{"title":"Fetch vectors","description":"The `fetch` operation looks up and returns vectors, by ID, from a single namespace. The returned vectors include the vector data and/or metadata.\n\nFor guidance and examples, see [Fetch data](https://docs.pinecone.io/guides/data/fetch-data).","openapi":"data_2024-10 get /vectors/fetch","href":"/reference/api/2024-10/data-plane/fetch"},{"title":"Update a vector","description":"The `update` operation updates a vector in a namespace. If a value is included, it will overwrite the previous value. If a `set_metadata` is included, the values of the fields specified in it will be added or overwrite the previous value.\n\nFor guidance and examples, see [Update data](https://docs.pinecone.io/guides/data/update-data).","openapi":"data_2024-10 post /vectors/update","href":"/reference/api/2024-10/data-plane/update"},{"title":"Delete vectors","description":"The `delete` operation deletes vectors, by id, from a single namespace.\n\nFor guidance and examples, see [Delete data](https://docs.pinecone.io/guides/data/delete-data).","openapi":"data_2024-10 post /vectors/delete","href":"/reference/api/2024-10/data-plane/delete"},{"title":"List vector IDs","description":"The `list` operation lists the IDs of vectors in a single namespace of a serverless index. An optional prefix can be passed to limit the results to IDs with a common prefix.\n\nBy default, `list` returns up to 100 IDs per page in sorted order (bitwise \"C\" collation). If the `limit` parameter is set, `list` returns up to that number of IDs instead. Whenever there are additional IDs to return, the response also includes a `pagination_token` that you can use to get the next batch of IDs. When the response does not include a `pagination_token`, there are no more IDs to return.\n\nFor guidance and examples, see [List record IDs](https://docs.pinecone.io/guides/data/list-record-ids).\n\n**Note:** `list_vectors` is supported only for serverless indexes.","openapi":"data_2024-10 get /vectors/list","href":"/reference/api/2024-10/data-plane/list"}]},{"group":"Imports","pages":[{"title":"Start import","description":"The `start_import` operation starts an asynchronous import of vectors from object storage into an index. \n\nFor guidance and examples, see [Import data](https://docs.pinecone.io/guides/data/import-data).","openapi":"data_2024-10 post /bulk/imports","href":"/reference/api/2024-10/data-plane/start_import"},{"title":"List imports","description":"The `list_imports` operation lists all recent and ongoing import operations. \n\nBy default, `list_imports` returns up to 100 imports per page. If the `limit` parameter is set, `list` returns up to that number of imports instead. Whenever there are additional IDs to return, the response also includes a `pagination_token` that you can use to get the next batch of imports. When the response does not include a `pagination_token`, there are no more imports to return.\n\nFor guidance and examples, see [Import data](https://docs.pinecone.io/guides/data/import-data).","openapi":"data_2024-10 get /bulk/imports","href":"/reference/api/2024-10/data-plane/list_imports"},{"title":"Describe an import","description":"The `describe_import` operation returns details of a specific import operation. \n\nFor guidance and examples, see [Import data](https://docs.pinecone.io/guides/data/import-data).","openapi":"data_2024-10 get /bulk/imports/{id}","href":"/reference/api/2024-10/data-plane/describe_import"},{"title":"Cancel an import","description":"The `cancel_import` operation cancels an import operation if it is not yet finished. It has no effect if the operation is already finished. \n\nFor guidance and examples, see [Import data](https://docs.pinecone.io/guides/data/import-data).","openapi":"data_2024-10 delete /bulk/imports/{id}","href":"/reference/api/2024-10/data-plane/cancel_import"}]},{"group":"Backups","pages":[{"title":"List collections","description":"This operation returns a list of all collections in a project.\nServerless indexes do not support collections.\n","openapi":"control_2024-10 get /collections","href":"/reference/api/2024-10/control-plane/list_collections"},{"title":"Create a collection","description":"This operation creates a Pinecone collection.\n \nServerless indexes do not support collections.\n","openapi":"control_2024-10 post /collections","href":"/reference/api/2024-10/control-plane/create_collection"},{"title":"Describe a collection","description":"This operation gets a description of a collection.\nServerless indexes do not support collections.\n","openapi":"control_2024-10 get /collections/{collection_name}","href":"/reference/api/2024-10/control-plane/describe_collection"},{"title":"Delete a collection","description":"This operation deletes an existing collection.\nServerless indexes do not support collections.\n","openapi":"control_2024-10 delete /collections/{collection_name}","href":"/reference/api/2024-10/control-plane/delete_collection"}]}]},{"group":"Inference","pages":[{"title":"Embed data","description":"Generate embeddings for input data.\n\nFor guidance and examples, see [Generate embeddings](https://docs.pinecone.io/guides/inference/generate-embeddings).","openapi":"inference_2024-10 post /embed","href":"/reference/api/2024-10/inference/generate-embeddings"},{"title":"Rerank documents","description":"Rerank documents according to their relevance to a query.\n\nFor guidance and examples, see [Rerank documents](https://docs.pinecone.io/guides/inference/rerank).","openapi":"inference_2024-10 post /rerank","href":"/reference/api/2024-10/inference/rerank"}]},{"group":"Assistant","pages":[{"group":"Assistants","pages":[{"title":"List assistants","description":"List of all assistants in a project.\n\nFor guidance and examples, see [Manage assistants](https://docs.pinecone.io/guides/assistant/manage-assistants#list-assistants-for-a-project).","openapi":"assistant_control_2025-01 GET /assistants","href":"/reference/api/2025-01/assistant/list_assistants"},{"title":"Create an assistant","description":"Create an assistant. This is where you specify the underlying training model, which cloud provider you would like to deploy with, and more.\n\nFor guidance and examples, see [Create an assistant](https://docs.pinecone.io/guides/assistant/create-assistant)","openapi":"assistant_control_2025-01 POST /assistants","href":"/reference/api/2025-01/assistant/create_assistant"},{"title":"Check assistant status","description":"Get the status of an assistant.\n\nFor guidance and examples, see [Manage assistants](https://docs.pinecone.io/guides/assistant/manage-assistants#get-the-status-of-an-assistant)","openapi":"assistant_control_2025-01 GET /assistants/{assistant_name}","href":"/reference/api/2025-01/assistant/describe_assistant"},{"title":"Update an assistant","description":"Update an existing assistant. You can modify the assistant's instructions.\n\nFor guidance and examples, see [Manage assistants](https://docs.pinecone.io/guides/assistant/manage-assistants#add-instructions-to-an-assistant).","openapi":"assistant_control_2025-01 PATCH /assistants/{assistant_name}","href":"/reference/api/2025-01/assistant/update_assistant"},{"title":"Delete an assistant","description":"Delete an existing assistant.\n\nFor guidance and examples, see [Manage assistants](https://docs.pinecone.io/guides/assistant/manage-assistants#delete-an-assistant)","openapi":"assistant_control_2025-01 DELETE /assistants/{assistant_name}","href":"/reference/api/2025-01/assistant/delete_assistant"}]},{"group":"Files","pages":[{"title":"List Files","description":"List all files in an assistant, with an option to filter files with metadata.\n\nFor guidance and examples, see [Manage files](https://docs.pinecone.io/guides/assistant/manage-files#list-files-in-an-assistant).","openapi":"assistant_data_2025-01 GET /files/{assistant_name}","href":"/reference/api/2025-01/assistant/list_files"},{"title":"Upload file to assistant","description":"Upload a file to the specified assistant.\n\nFor guidance and examples, see [Manage files](https://docs.pinecone.io/guides/assistant/manage-files#upload-a-local-file).","openapi":"assistant_data_2025-01 POST /files/{assistant_name}","href":"/reference/api/2025-01/assistant/upload_file"},{"title":"Describe a file upload","description":"Get the status and metadata of a file uploaded to an assistant.\n\nFor guidance and examples, see [Manage files](https://docs.pinecone.io/guides/assistant/manage-files#get-the-status-of-a-file).","openapi":"assistant_data_2025-01 GET /files/{assistant_name}/{assistant_file_id}","href":"/reference/api/2025-01/assistant/describe_file"},{"title":"Delete an uploaded file","description":"Delete an uploaded file from an assistant.\n\nFor guidance and examples, see [Manage files](https://docs.pinecone.io/guides/assistant/manage-files#delete-a-file).","openapi":"assistant_data_2025-01 DELETE /files/{assistant_name}/{assistant_file_id}","href":"/reference/api/2025-01/assistant/delete_file"}]},{"group":"Chat","pages":[{"title":"Chat with an assistant","description":"Chat with an assistant and get back citations in structured form. \n\nThis is the recommended way to chat with an assistant, as it offers more functionality and control over the assistant's responses and references than the OpenAI-compatible chat interface.\n\nFor guidance and examples, see [Chat with an assistant](https://docs.pinecone.io/guides/assistant/chat-with-assistant).","openapi":"assistant_data_2025-01 POST /chat/{assistant_name}","href":"/reference/api/2025-01/assistant/chat_assistant"},{"title":"Chat through an OpenAI-compatible interface","description":"Chat with an assistant. This endpoint is based on the OpenAI Chat Completion API, a commonly used and adopted API. \n\nIt is useful if you need inline citations or OpenAI-compatible responses, but has limited functionality compared to the standard chat interface.\n\nFor guidance and examples, see [Chat with an assistant](https://docs.pinecone.io/guides/assistant/chat-with-assistant).","openapi":"assistant_data_2025-01 POST /chat/{assistant_name}/chat/completions","href":"/reference/api/2025-01/assistant/chat_completion_assistant"}]},{"group":"Evaluation","pages":[{"title":"Evaluate an answer","description":"Evaluate the correctness and completeness of a response from an assistant or a RAG system. The correctness and completeness are evaluated based on the precision and recall of the generated answer with respect to the ground truth answer facts. Alignment is the harmonic mean of correctness and completeness.\n\nFor guidance and examples, see [Evaluate answers](https://docs.pinecone.io/guides/assistant/evaluate-answers).","openapi":"assistant_evaluation_2025-01 POST /evaluation/metrics/alignment","href":"/reference/api/2025-01/assistant/metrics_alignment"}]},{"group":"Context snippets","pages":[{"title":"Retrieve context from an assistant","description":"Retrieve context snippets from an assistant to use as part of RAG or any agentic flow.\n\nFor guidance and examples, see [Retrieve context snippets](https://docs.pinecone.io/guides/assistant/retrieve-context-snippets).","openapi":"assistant_data_2025-01 POST /chat/{assistant_name}/context","href":"/reference/api/2025-01/assistant/context_assistant"}]}]},{"group":"SDKs","pages":[{"title":"Introduction","description":null,"href":"/reference/pinecone-sdks"},{"title":"Python SDK","description":null,"icon":"python","href":"/reference/python-sdk"},{"title":"Node.js SDK","description":null,"icon":"node-js","href":"/reference/node-sdk"},{"title":"Java SDK","description":null,"icon":"java","href":"/reference/java-sdk"},{"title":"Go SDK","description":null,"icon":"golang","href":"/reference/go-sdk"},{"title":".NET SDK","description":null,"icon":"microsoft","href":"/reference/dotnet-sdk"},{"title":"Rust SDK","description":null,"icon":"rust","href":"/reference/rust-sdk"}]},{"group":"Tools","pages":[{"title":"Pinecone text client","description":null,"href":"/reference/tools/pinecone-text-client"},{"title":"Spark-Pinecone connector","description":null,"href":"/reference/tools/pinecone-spark-connector"}]},{"group":"Architecture","pages":[{"title":"Serverless architecture","description":null,"href":"/reference/architecture/serverless-architecture"},{"title":"Pod-based architecture","description":null,"href":"/reference/architecture/pod-based-architecture"},{"title":"Pinecone Assistant architecture","description":null,"sidebarTitle":"Assistant architecture","href":"/reference/architecture/assistant-architecture"}]}]},{"version":"2024-07","groups":[{"group":"APIs","pages":[{"title":"API reference","description":null,"sidebarTitle":"Introduction","href":"/reference/api/introduction"},{"title":"Authentication","description":null,"href":"/reference/api/authentication"},{"title":"API versioning","description":null,"sidebarTitle":"Versioning","href":"/reference/api/versioning"},{"group":"Limits","pages":[{"title":"Pinecone Database limits","description":null,"sidebarTitle":"Database limits","href":"/reference/api/database-limits"},{"title":"Pinecone Inference limits","description":null,"sidebarTitle":"Inference limits","href":"/reference/api/inference-limits"},{"title":"Pinecone Assistant limits","description":null,"sidebarTitle":"Assistant limits","href":"/reference/api/assistant-limits"},{"title":"Known limitations","description":null,"href":"/reference/api/known-limitations"}]},{"title":"Errors","description":null,"href":"/reference/api/errors"}]},{"group":"Database","pages":[{"group":"Indexes","pages":[{"title":"List indexes","description":"This operation returns a list of all indexes in a project.","openapi":"control_2024-10 get /indexes","href":"/reference/api/2024-10/control-plane/list_indexes"},{"title":"Create an index","description":"This operation deploys a Pinecone index. This is where you specify the measure of similarity, the dimension of vectors to be stored in the index, which cloud provider you would like to deploy with, and more.\n \nFor guidance and examples, see [Create an index](https://docs.pinecone.io/guides/indexes/create-an-index#create-a-serverless-index).\n","openapi":"control_2024-10 post /indexes","href":"/reference/api/2024-10/control-plane/create_index"},{"title":"Describe an index","description":"Get a description of an index.","openapi":"control_2024-10 get /indexes/{index_name}","href":"/reference/api/2024-10/control-plane/describe_index"},{"title":"Delete an index","description":"This operation deletes an existing index.","openapi":"control_2024-10 delete /indexes/{index_name}","href":"/reference/api/2024-10/control-plane/delete_index"},{"title":"Configure an index","description":"This operation configures an existing index. \n\nFor serverless indexes, you can configure only index deletion protection and tags. For pod-based indexes, you can configure the pod size, number of replicas, tags, and index deletion protection. \n\nIt is not possible to change the pod type of a pod-based index. However, you can create a collection from a pod-based index and then [create a new pod-based index with a different pod type](http://docs.pinecone.io/guides/indexes/pods/create-a-pod-based-index#create-a-pod-index-from-a-collection) from the collection. For guidance and examples, see [Configure an index](http://docs.pinecone.io/guides/indexes/pods/manage-pod-based-indexes).","openapi":"control_2024-10 patch /indexes/{index_name}","href":"/reference/api/2024-10/control-plane/configure_index"},{"title":"Get index stats","description":"The `describe_index_stats` operation returns statistics about the contents of an index, including the vector count per namespace, the number of dimensions, and the index fullness.\n\nServerless indexes scale automatically as needed, so index fullness is relevant only for pod-based indexes.","openapi":"data_2024-10 post /describe_index_stats","href":"/reference/api/2024-10/data-plane/describeindexstats"}]},{"group":"Vectors","pages":[{"title":"Upsert vectors","description":"The `upsert` operation writes vectors into a namespace. If a new value is upserted for an existing vector ID, it will overwrite the previous value.\n\nFor guidance and examples, see [Upsert data](https://docs.pinecone.io/guides/data/upsert-data).","openapi":"data_2024-07 post /vectors/upsert","href":"/reference/api/2024-07/data-plane/upsert"},{"title":"Query vectors","description":"The `query` operation searches a namespace, using a query vector. It retrieves the ids of the most similar items in a namespace, along with their similarity scores.\n\nFor guidance and examples, see [Query data](https://docs.pinecone.io/guides/data/query-data).","openapi":"data_2024-07 post /query","href":"/reference/api/2024-07/data-plane/query"},{"title":"Fetch vectors","description":"The `fetch` operation looks up and returns vectors, by ID, from a single namespace. The returned vectors include the vector data and/or metadata.\n\nFor guidance and examples, see [Fetch data](https://docs.pinecone.io/guides/data/fetch-data).","openapi":"data_2024-07 get /vectors/fetch","href":"/reference/api/2024-07/data-plane/fetch"},{"title":"Update a vector","description":"The `update` operation updates a vector in a namespace. If a value is included, it will overwrite the previous value. If a `set_metadata` is included, the values of the fields specified in it will be added or overwrite the previous value.\n\nFor guidance and examples, see [Update data](https://docs.pinecone.io/guides/data/update-data).","openapi":"data_2024-07 post /vectors/update","href":"/reference/api/2024-07/data-plane/update"},{"title":"Delete vectors","description":"The `delete` operation deletes vectors, by id, from a single namespace.\n\nFor guidance and examples, see [Delete data](https://docs.pinecone.io/guides/data/delete-data).","openapi":"data_2024-07 post /vectors/delete","href":"/reference/api/2024-07/data-plane/delete"},{"title":"List vector IDs","description":"The `list` operation lists the IDs of vectors in a single namespace of a serverless index. An optional prefix can be passed to limit the results to IDs with a common prefix.\n\nBy default, `list` returns up to 100 IDs per page in sorted order (bitwise \"C\" collation). If the `limit` parameter is set, `list` returns up to that number of IDs instead. Whenever there are additional IDs to return, the response also includes a `pagination_token` that you can use to get the next batch of IDs. When the response does not include a `pagination_token`, there are no more IDs to return.\n\nFor guidance and examples, see [List record IDs](https://docs.pinecone.io/guides/data/list-record-ids).\n\n**Note:** `list_vectors` is supported only for serverless indexes.","openapi":"data_2024-10 get /vectors/list","href":"/reference/api/2024-07/data-plane/list"}]},{"group":"Backups","pages":[{"title":"List collections","description":"This operation returns a list of all collections in a project.\nServerless indexes do not support collections.\n","openapi":"control_2024-07 get /collections","href":"/reference/api/2024-07/control-plane/list_collections"},{"title":"Create a collection","description":"This operation creates a Pinecone collection.\n \nServerless indexes do not support collections.\n","openapi":"control_2024-07 post /collections","href":"/reference/api/2024-07/control-plane/create_collection"},{"title":"Describe a collection","description":"This operation gets a description of a collection.\nServerless indexes do not support collections.\n","openapi":"control_2024-07 get /collections/{collection_name}","href":"/reference/api/2024-07/control-plane/describe_collection"},{"title":"Delete a collection","description":"This operation deletes an existing collection.\nServerless indexes do not support collections.\n","openapi":"control_2024-07 delete /collections/{collection_name}","href":"/reference/api/2024-07/control-plane/delete_collection"}]}]},{"group":"Inference","pages":[{"group":"Embed","pages":[{"title":"Embed data","description":"Generate embeddings for input data.\n\nFor guidance and examples, see [Generate embeddings](https://docs.pinecone.io/guides/inference/generate-embeddings).","openapi":"inference_2024-10 post /embed","href":"/reference/api/2024-10/inference/generate-embeddings"}]}]},{"group":"Assistant","pages":[{"group":"Assistants","pages":[{"title":"List assistants","description":"List of all assistants in a project.\n\nFor guidance and examples, see [Manage assistants](https://docs.pinecone.io/guides/assistant/manage-assistants#list-assistants-for-a-project).","openapi":"assistant_control_2025-01 GET /assistants","href":"/reference/api/2025-01/assistant/list_assistants"},{"title":"Create an assistant","description":"Create an assistant. This is where you specify the underlying training model, which cloud provider you would like to deploy with, and more.\n\nFor guidance and examples, see [Create an assistant](https://docs.pinecone.io/guides/assistant/create-assistant)","openapi":"assistant_control_2025-01 POST /assistants","href":"/reference/api/2025-01/assistant/create_assistant"},{"title":"Check assistant status","description":"Get the status of an assistant.\n\nFor guidance and examples, see [Manage assistants](https://docs.pinecone.io/guides/assistant/manage-assistants#get-the-status-of-an-assistant)","openapi":"assistant_control_2025-01 GET /assistants/{assistant_name}","href":"/reference/api/2025-01/assistant/describe_assistant"},{"title":"Update an assistant","description":"Update an existing assistant. You can modify the assistant's instructions.\n\nFor guidance and examples, see [Manage assistants](https://docs.pinecone.io/guides/assistant/manage-assistants#add-instructions-to-an-assistant).","openapi":"assistant_control_2025-01 PATCH /assistants/{assistant_name}","href":"/reference/api/2025-01/assistant/update_assistant"},{"title":"Delete an assistant","description":"Delete an existing assistant.\n\nFor guidance and examples, see [Manage assistants](https://docs.pinecone.io/guides/assistant/manage-assistants#delete-an-assistant)","openapi":"assistant_control_2025-01 DELETE /assistants/{assistant_name}","href":"/reference/api/2025-01/assistant/delete_assistant"}]},{"group":"Files","pages":[{"title":"List Files","description":"List all files in an assistant, with an option to filter files with metadata.\n\nFor guidance and examples, see [Manage files](https://docs.pinecone.io/guides/assistant/manage-files#list-files-in-an-assistant).","openapi":"assistant_data_2025-01 GET /files/{assistant_name}","href":"/reference/api/2025-01/assistant/list_files"},{"title":"Upload file to assistant","description":"Upload a file to the specified assistant.\n\nFor guidance and examples, see [Manage files](https://docs.pinecone.io/guides/assistant/manage-files#upload-a-local-file).","openapi":"assistant_data_2025-01 POST /files/{assistant_name}","href":"/reference/api/2025-01/assistant/upload_file"},{"title":"Describe a file upload","description":"Get the status and metadata of a file uploaded to an assistant.\n\nFor guidance and examples, see [Manage files](https://docs.pinecone.io/guides/assistant/manage-files#get-the-status-of-a-file).","openapi":"assistant_data_2025-01 GET /files/{assistant_name}/{assistant_file_id}","href":"/reference/api/2025-01/assistant/describe_file"},{"title":"Delete an uploaded file","description":"Delete an uploaded file from an assistant.\n\nFor guidance and examples, see [Manage files](https://docs.pinecone.io/guides/assistant/manage-files#delete-a-file).","openapi":"assistant_data_2025-01 DELETE /files/{assistant_name}/{assistant_file_id}","href":"/reference/api/2025-01/assistant/delete_file"}]},{"group":"Chat","pages":[{"title":"Chat with an assistant","description":"Chat with an assistant and get back citations in structured form. \n\nThis is the recommended way to chat with an assistant, as it offers more functionality and control over the assistant's responses and references than the OpenAI-compatible chat interface.\n\nFor guidance and examples, see [Chat with an assistant](https://docs.pinecone.io/guides/assistant/chat-with-assistant).","openapi":"assistant_data_2025-01 POST /chat/{assistant_name}","href":"/reference/api/2025-01/assistant/chat_assistant"},{"title":"Chat through an OpenAI-compatible interface","description":"Chat with an assistant. This endpoint is based on the OpenAI Chat Completion API, a commonly used and adopted API. \n\nIt is useful if you need inline citations or OpenAI-compatible responses, but has limited functionality compared to the standard chat interface.\n\nFor guidance and examples, see [Chat with an assistant](https://docs.pinecone.io/guides/assistant/chat-with-assistant).","openapi":"assistant_data_2025-01 POST /chat/{assistant_name}/chat/completions","href":"/reference/api/2025-01/assistant/chat_completion_assistant"}]},{"group":"Evaluation","pages":[{"title":"Evaluate an answer","description":"Evaluate the correctness and completeness of a response from an assistant or a RAG system. The correctness and completeness are evaluated based on the precision and recall of the generated answer with respect to the ground truth answer facts. Alignment is the harmonic mean of correctness and completeness.\n\nFor guidance and examples, see [Evaluate answers](https://docs.pinecone.io/guides/assistant/evaluate-answers).","openapi":"assistant_evaluation_2025-01 POST /evaluation/metrics/alignment","href":"/reference/api/2025-01/assistant/metrics_alignment"}]},{"group":"Context snippets","pages":[{"title":"Retrieve context from an assistant","description":"Retrieve context snippets from an assistant to use as part of RAG or any agentic flow.\n\nFor guidance and examples, see [Retrieve context snippets](https://docs.pinecone.io/guides/assistant/retrieve-context-snippets).","openapi":"assistant_data_2025-01 POST /chat/{assistant_name}/context","href":"/reference/api/2025-01/assistant/context_assistant"}]}]},{"group":"SDKs","pages":[{"title":"Introduction","description":null,"href":"/reference/pinecone-sdks"},{"title":"Python SDK","description":null,"icon":"python","href":"/reference/python-sdk"},{"title":"Node.js SDK","description":null,"icon":"node-js","href":"/reference/node-sdk"},{"title":"Java SDK","description":null,"icon":"java","href":"/reference/java-sdk"},{"title":"Go SDK","description":null,"icon":"golang","href":"/reference/go-sdk"},{"title":".NET SDK","description":null,"icon":"microsoft","href":"/reference/dotnet-sdk"},{"title":"Rust SDK","description":null,"icon":"rust","href":"/reference/rust-sdk"}]},{"group":"Tools","pages":[{"title":"Pinecone text client","description":null,"href":"/reference/tools/pinecone-text-client"},{"title":"Spark-Pinecone connector","description":null,"href":"/reference/tools/pinecone-spark-connector"}]},{"group":"Architecture","pages":[{"title":"Serverless architecture","description":null,"href":"/reference/architecture/serverless-architecture"},{"title":"Pod-based architecture","description":null,"href":"/reference/architecture/pod-based-architecture"},{"title":"Pinecone Assistant architecture","description":null,"sidebarTitle":"Assistant architecture","href":"/reference/architecture/assistant-architecture"}]}]},{"version":"2024-04","groups":[{"group":"APIs","pages":[{"title":"API reference","description":null,"sidebarTitle":"Introduction","href":"/reference/api/introduction"},{"title":"Authentication","description":null,"href":"/reference/api/authentication"},{"title":"API versioning","description":null,"sidebarTitle":"Versioning","href":"/reference/api/versioning"},{"group":"Limits","pages":[{"title":"Pinecone Database limits","description":null,"sidebarTitle":"Database limits","href":"/reference/api/database-limits"},{"title":"Pinecone Inference limits","description":null,"sidebarTitle":"Inference limits","href":"/reference/api/inference-limits"},{"title":"Pinecone Assistant limits","description":null,"sidebarTitle":"Assistant limits","href":"/reference/api/assistant-limits"},{"title":"Known limitations","description":null,"href":"/reference/api/known-limitations"}]},{"title":"Errors","description":null,"href":"/reference/api/errors"}]},{"group":"Database","pages":[{"group":"Indexes","pages":[{"title":"List indexes","description":"This operation returns a list of all indexes in a project.","openapi":"control_2024-04 get /indexes","href":"/reference/api/2024-04/control-plane/list_indexes"},{"title":"Create an index","description":"This operation deploys a Pinecone index. This is where you specify the measure of similarity, the dimension of vectors to be stored in the index, which cloud provider you would like to deploy with, and more.\n\nFor guidance and examples, see [Create an index](https://docs.pinecone.io/guides/indexes/create-an-index#create-a-serverless-index).\n","openapi":"control_2024-04 post /indexes","href":"/reference/api/2024-04/control-plane/create_index"},{"title":"Describe an index","description":"Get a description of an index.","openapi":"control_2024-04 get /indexes/{index_name}","href":"/reference/api/2024-04/control-plane/describe_index"},{"title":"Delete an index","description":"This operation deletes an existing index.","openapi":"control_2024-04 delete /indexes/{index_name}","href":"/reference/api/2024-04/control-plane/delete_index"},{"title":"Configure an index","description":"This operation configures the pod size and number of replicas for a pod-based index.\n\nIt is not possible to change the pod type of an index. However, you can create a collection from an index and then [create a new index with a different pod type](http://docs.pinecone.io/guides/indexes/pods/create-a-pod-based-index#create-a-pod-index-from-a-collection) from the collection.","openapi":"control_2024-04 patch /indexes/{index_name}","href":"/reference/api/2024-04/control-plane/configure_index"},{"title":"Get index stats","description":"The `describe_index_stats` operation returns statistics about the contents of an index, including the vector count per namespace, the number of dimensions, and the index fullness.\n\nServerless indexes scale automatically as needed, so index fullness is relevant only for pod-based indexes.","openapi":"data_2024-04 post /describe_index_stats","href":"/reference/api/2024-04/data-plane/describeindexstats"}]},{"group":"Vectors","pages":[{"title":"Upsert vectors","description":"The `upsert` operation writes vectors into a namespace. If a new value is upserted for an existing vector ID, it will overwrite the previous value.\n\nFor guidance and examples, see [Upsert data](https://docs.pinecone.io/guides/data/upsert-data).","openapi":"data_2024-04 post /vectors/upsert","href":"/reference/api/2024-04/data-plane/upsert"},{"title":"Query vectors","description":"The `query` operation searches a namespace, using a query vector. It retrieves the ids of the most similar items in a namespace, along with their similarity scores.\n\nFor guidance and examples, see [Query data](https://docs.pinecone.io/guides/data/query-data).","openapi":"data_2024-04 post /query","href":"/reference/api/2024-04/data-plane/query"},{"title":"Fetch vectors","description":"The `fetch` operation looks up and returns vectors, by ID, from a single namespace. The returned vectors include the vector data and/or metadata.\n\nFor guidance and examples, see [Fetch data](https://docs.pinecone.io/guides/data/fetch-data).","openapi":"data_2024-04 get /vectors/fetch","href":"/reference/api/2024-04/data-plane/fetch"},{"title":"Update a vector","description":"The `update` operation updates a vector in a namespace. If a value is included, it will overwrite the previous value. If a `set_metadata` is included, the values of the fields specified in it will be added or overwrite the previous value.\n\nFor guidance and examples, see [Update data](https://docs.pinecone.io/guides/data/update-data).","openapi":"data_2024-04 post /vectors/update","href":"/reference/api/2024-04/data-plane/update"},{"title":"Delete vectors","description":"The `delete` operation deletes vectors, by id, from a single namespace.\n\nFor guidance and examples, see [Delete data](https://docs.pinecone.io/guides/data/delete-data).","openapi":"data_2024-04 post /vectors/delete","href":"/reference/api/2024-04/data-plane/delete"},{"title":"List vector IDs","description":"The `list` operation lists the IDs of vectors in a single namespace of a serverless index. An optional prefix can be passed to limit the results to IDs with a common prefix.\n\nBy default, `list` returns up to 100 IDs per page in sorted order (bitwise \"C\" collation). If the `limit` parameter is set, `list` returns up to that number of IDs instead. Whenever there are additional IDs to return, the response also includes a `pagination_token` that you can use to get the next batch of IDs. When the response does not include a `pagination_token`, there are no more IDs to return.\n\nFor guidance and examples, see [List record IDs](https://docs.pinecone.io/guides/data/list-record-ids).\n\n**Note:** `list_vectors` is supported only for serverless indexes.","openapi":"data_2024-10 get /vectors/list","href":"/reference/api/2024-04/data-plane/list"}]},{"group":"Backups","pages":[{"title":"List collections","description":"This operation returns a list of all collections in a project.\n\nServerless indexes do not support collections.\n","openapi":"control_2024-04 get /collections","href":"/reference/api/2024-04/control-plane/list_collections"},{"title":"Create a collection","description":"This operation creates a Pinecone collection.\n\nServerless indexes do not support collections.\n","openapi":"control_2024-04 post /collections","href":"/reference/api/2024-04/control-plane/create_collection"},{"title":"Describe a collection","description":"This operation gets a description of a collection.\n\nServerless indexes do not support collections.\n","openapi":"control_2024-04 get /collections/{collection_name}","href":"/reference/api/2024-04/control-plane/describe_collection"},{"title":"Delete a collection","description":"This operation deletes an existing collection.\n\nServerless indexes do not support collections.\n","openapi":"control_2024-04 delete /collections/{collection_name}","href":"/reference/api/2024-04/control-plane/delete_collection"}]}]},{"group":"Assistant","pages":[{"group":"Assistants","pages":[{"title":"List assistants","description":"List of all assistants in a project.\n\nFor guidance and examples, see [Manage assistants](https://docs.pinecone.io/guides/assistant/manage-assistants#list-assistants-for-a-project).","openapi":"assistant_control_2025-01 GET /assistants","href":"/reference/api/2025-01/assistant/list_assistants"},{"title":"Create an assistant","description":"Create an assistant. This is where you specify the underlying training model, which cloud provider you would like to deploy with, and more.\n\nFor guidance and examples, see [Create an assistant](https://docs.pinecone.io/guides/assistant/create-assistant)","openapi":"assistant_control_2025-01 POST /assistants","href":"/reference/api/2025-01/assistant/create_assistant"},{"title":"Check assistant status","description":"Get the status of an assistant.\n\nFor guidance and examples, see [Manage assistants](https://docs.pinecone.io/guides/assistant/manage-assistants#get-the-status-of-an-assistant)","openapi":"assistant_control_2025-01 GET /assistants/{assistant_name}","href":"/reference/api/2025-01/assistant/describe_assistant"},{"title":"Update an assistant","description":"Update an existing assistant. You can modify the assistant's instructions.\n\nFor guidance and examples, see [Manage assistants](https://docs.pinecone.io/guides/assistant/manage-assistants#add-instructions-to-an-assistant).","openapi":"assistant_control_2025-01 PATCH /assistants/{assistant_name}","href":"/reference/api/2025-01/assistant/update_assistant"},{"title":"Delete an assistant","description":"Delete an existing assistant.\n\nFor guidance and examples, see [Manage assistants](https://docs.pinecone.io/guides/assistant/manage-assistants#delete-an-assistant)","openapi":"assistant_control_2025-01 DELETE /assistants/{assistant_name}","href":"/reference/api/2025-01/assistant/delete_assistant"}]},{"group":"Files","pages":[{"title":"List Files","description":"List all files in an assistant, with an option to filter files with metadata.\n\nFor guidance and examples, see [Manage files](https://docs.pinecone.io/guides/assistant/manage-files#list-files-in-an-assistant).","openapi":"assistant_data_2025-01 GET /files/{assistant_name}","href":"/reference/api/2025-01/assistant/list_files"},{"title":"Upload file to assistant","description":"Upload a file to the specified assistant.\n\nFor guidance and examples, see [Manage files](https://docs.pinecone.io/guides/assistant/manage-files#upload-a-local-file).","openapi":"assistant_data_2025-01 POST /files/{assistant_name}","href":"/reference/api/2025-01/assistant/upload_file"},{"title":"Describe a file upload","description":"Get the status and metadata of a file uploaded to an assistant.\n\nFor guidance and examples, see [Manage files](https://docs.pinecone.io/guides/assistant/manage-files#get-the-status-of-a-file).","openapi":"assistant_data_2025-01 GET /files/{assistant_name}/{assistant_file_id}","href":"/reference/api/2025-01/assistant/describe_file"},{"title":"Delete an uploaded file","description":"Delete an uploaded file from an assistant.\n\nFor guidance and examples, see [Manage files](https://docs.pinecone.io/guides/assistant/manage-files#delete-a-file).","openapi":"assistant_data_2025-01 DELETE /files/{assistant_name}/{assistant_file_id}","href":"/reference/api/2025-01/assistant/delete_file"}]},{"group":"Chat","pages":[{"title":"Chat with an assistant","description":"Chat with an assistant and get back citations in structured form. \n\nThis is the recommended way to chat with an assistant, as it offers more functionality and control over the assistant's responses and references than the OpenAI-compatible chat interface.\n\nFor guidance and examples, see [Chat with an assistant](https://docs.pinecone.io/guides/assistant/chat-with-assistant).","openapi":"assistant_data_2025-01 POST /chat/{assistant_name}","href":"/reference/api/2025-01/assistant/chat_assistant"},{"title":"Chat through an OpenAI-compatible interface","description":"Chat with an assistant. This endpoint is based on the OpenAI Chat Completion API, a commonly used and adopted API. \n\nIt is useful if you need inline citations or OpenAI-compatible responses, but has limited functionality compared to the standard chat interface.\n\nFor guidance and examples, see [Chat with an assistant](https://docs.pinecone.io/guides/assistant/chat-with-assistant).","openapi":"assistant_data_2025-01 POST /chat/{assistant_name}/chat/completions","href":"/reference/api/2025-01/assistant/chat_completion_assistant"}]},{"group":"Evaluation","pages":[{"title":"Evaluate an answer","description":"Evaluate the correctness and completeness of a response from an assistant or a RAG system. The correctness and completeness are evaluated based on the precision and recall of the generated answer with respect to the ground truth answer facts. Alignment is the harmonic mean of correctness and completeness.\n\nFor guidance and examples, see [Evaluate answers](https://docs.pinecone.io/guides/assistant/evaluate-answers).","openapi":"assistant_evaluation_2025-01 POST /evaluation/metrics/alignment","href":"/reference/api/2025-01/assistant/metrics_alignment"}]},{"group":"Context snippets","pages":[{"title":"Retrieve context from an assistant","description":"Retrieve context snippets from an assistant to use as part of RAG or any agentic flow.\n\nFor guidance and examples, see [Retrieve context snippets](https://docs.pinecone.io/guides/assistant/retrieve-context-snippets).","openapi":"assistant_data_2025-01 POST /chat/{assistant_name}/context","href":"/reference/api/2025-01/assistant/context_assistant"}]}]},{"group":"SDKs","pages":[{"title":"Introduction","description":null,"href":"/reference/pinecone-sdks"},{"title":"Python SDK","description":null,"icon":"python","href":"/reference/python-sdk"},{"title":"Node.js SDK","description":null,"icon":"node-js","href":"/reference/node-sdk"},{"title":"Java SDK","description":null,"icon":"java","href":"/reference/java-sdk"},{"title":"Go SDK","description":null,"icon":"golang","href":"/reference/go-sdk"},{"title":".NET SDK","description":null,"icon":"microsoft","href":"/reference/dotnet-sdk"},{"title":"Rust SDK","description":null,"icon":"rust","href":"/reference/rust-sdk"}]},{"group":"Tools","pages":[{"title":"Pinecone text client","description":null,"href":"/reference/tools/pinecone-text-client"},{"title":"Spark-Pinecone connector","description":null,"href":"/reference/tools/pinecone-spark-connector"}]},{"group":"Architecture","pages":[{"title":"Serverless architecture","description":null,"href":"/reference/architecture/serverless-architecture"},{"title":"Pod-based architecture","description":null,"href":"/reference/architecture/pod-based-architecture"},{"title":"Pinecone Assistant architecture","description":null,"sidebarTitle":"Assistant architecture","href":"/reference/architecture/assistant-architecture"}]}]}]},{"tab":"Examples","groups":[{"group":"Examples","pages":[{"title":"Notebooks","description":null,"href":"/examples/notebooks"},{"title":"Sample apps","description":null,"href":"/examples/sample-apps"},{"title":"Reference architectures","description":null,"href":"/examples/reference-architectures"}]}]},{"tab":"Models","groups":[{"group":"Models","pages":[{"title":"Model Gallery","description":"Pinecone integrations enable you to build and deploy AI applications faster and more efficiently. Integrate Pinecone with your favorite frameworks, data sources, and infrastructure providers.","href":"/models/overview"}]}]},{"tab":"Integrations","groups":[{"group":"Connect an integration","pages":[{"title":"Integrations","description":"Pinecone integrations enable you to build and deploy AI applications faster and more efficiently. Integrate Pinecone with your favorite frameworks, data sources, and infrastructure providers.","sidebarTitle":"View all","href":"/integrations/overview"},{"group":"Data sources","pages":[{"title":"Airbyte","description":null,"href":"/integrations/airbyte"},{"title":"Apify","description":null,"href":"/integrations/apify"},{"title":"Aryn","description":null,"href":"/integrations/aryn"},{"title":"Box","description":null,"href":"/integrations/box"},{"title":"Confluent","description":null,"href":"/integrations/confluent"},{"title":"Databricks","description":"Using Databricks and Pinecone to create and index vector embeddings at 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as a Knowledge Base for Amazon Bedrock","href":"/integrations/amazon-bedrock"},{"title":"Amazon SageMaker","description":null,"href":"/integrations/amazon-sagemaker"},{"title":"Cloudera AI","description":"Vector embedding, RAG, and semantic search at scale","href":"/integrations/cloudera"},{"title":"Context Data","description":null,"href":"/integrations/context-data"},{"title":"Haystack","description":"Using Haystack and Pinecone to keep your NLP-driven apps up-to-date","href":"/integrations/haystack"},{"title":"Instill AI","description":null,"href":"/integrations/instill"},{"title":"LangChain","description":"Using LangChain and Pinecone to add knowledge to LLMs","href":"/integrations/langchain"},{"title":"LlamaIndex","description":"Using LlamaIndex and Pinecone to build semantic search and RAG applications","href":"/integrations/llamaindex"},{"title":"Nuclia","description":null,"href":"/integrations/nuclia"},{"title":"OctoAI","description":null,"href":"/integrations/octoai"}]},{"group":"Infrastructure","pages":[{"title":"Amazon Web Services (AWS)","description":null,"href":"/integrations/aws"},{"title":"Azure","description":null,"href":"/integrations/azure"},{"title":"Google Cloud Platform (GCP)","description":null,"href":"/integrations/gcp"},{"title":"GitHub Copilot","description":null,"href":"/integrations/github-copilot"},{"title":"Pulumi","description":null,"href":"/integrations/pulumi"},{"title":"Terraform","description":"Using Terraform to manage Pinecone resources","href":"/integrations/terraform"},{"title":"Vercel","description":null,"href":"/integrations/vercel"}]},{"group":"Models","pages":[{"title":"Anyscale","description":null,"href":"/integrations/anyscale"},{"title":"Cohere","description":"Using Cohere and Pinecone to generate and index high-quality vector 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Relic","description":null,"href":"/integrations/new-relic"},{"title":"Traceloop","description":null,"href":"/integrations/traceloop"},{"title":"TruLens","description":"Using TruLens and Pinecone to evaluate grounded LLM applications","href":"/integrations/trulens"}]}]},{"group":"Build an integration","pages":[{"title":"Become a Pinecone partner","description":null,"href":"/integrations/build-integration/become-a-partner"},{"title":"Attribute usage to your integration","description":null,"href":"/integrations/build-integration/attribute-usage-to-your-integration"},{"title":"Connect your users to Pinecone","description":null,"href":"/integrations/build-integration/connect-your-users-to-pinecone"}]}]},{"tab":"Troubleshooting","groups":[{"group":"Contact support","pages":[{"title":"Contact Support","description":null,"articleID":"13882889246237","href":"/troubleshooting/contact-support"},{"title":"How to work with Support","description":null,"articleID":"17535134154397","href":"/troubleshooting/how-to-work-with-support"},{"title":"Pinecone Support SLAs","description":null,"articleID":"15908636632861","href":"/troubleshooting/pinecone-support-slas"}]},{"group":"Account management","pages":[{"title":"Login code issues","description":null,"articleID":"12439535003677","href":"/troubleshooting/login-code-issues"},{"title":"Custom data processing agreements","description":null,"articleID":"15195271335069","href":"/troubleshooting/custom-data-processing-agreements"},{"title":"Delete your organization","description":null,"articleID":"11329562340253","href":"/troubleshooting/delete-your-organization"},{"title":"Delete your account","description":null,"href":"/troubleshooting/delete-your-account"},{"title":"Billing disputes and refunds","description":null,"articleID":"15991289038237","href":"/troubleshooting/billing-disputes-and-refunds"}]},{"group":"Indexes","pages":[{"title":"Available cloud regions","description":null,"articleID":"19318696331677","href":"/troubleshooting/available-cloud-regions"},{"title":"Export indexes","description":null,"articleID":"12438275491741","href":"/troubleshooting/export-indexes"},{"title":"Wait for index creation to be complete","description":null,"articleID":"8747593242909","href":"/troubleshooting/wait-for-index-creation"},{"title":"Select index type and size","description":null,"articleID":"15991468911901","href":"/troubleshooting/select-index-type-and-size"},{"title":"How and when to increase index size","description":null,"articleID":"15991281846941","href":"/troubleshooting/how-and-when-to-increase-index-size"},{"title":"Use namespaces instead of several indexes","description":null,"articleID":"15769675534621","href":"/troubleshooting/use-namespaces-instead-of-several-indexes"},{"title":"Namespaces vs. metadata filtering","description":null,"articleID":"7884238411165","href":"/troubleshooting/namespaces-vs-metadata-filtering"},{"title":"Restrictions on index names","description":null,"articleID":"11729246212637","href":"/troubleshooting/restrictions-on-index-names"},{"title":"Return all vectors in an index","description":null,"articleID":"11604325992349","href":"/troubleshooting/return-all-vectors-in-an-index"},{"title":"Vertically downscaling","description":null,"articleID":"15991321917981","href":"/troubleshooting/vertically-downscaling"},{"title":"Pods are full","description":null,"articleID":"18863372418717","href":"/troubleshooting/pods-are-full"}]},{"group":"Data","pages":[{"title":"Parallel queries","description":null,"articleID":"9133714526877","href":"/troubleshooting/parallel-queries"},{"title":"Minimize latencies","description":null,"articleID":"18863347205661","href":"/troubleshooting/minimize-latencies"},{"title":"Embedding values changed when upserted","description":null,"articleID":"17535273763741","href":"/troubleshooting/embedding-values-changed-when-upserted"},{"title":"How and when to add replicas","description":null,"articleID":"18863942216477","href":"/troubleshooting/how-and-when-to-add-replicas"},{"title":"Keep customer data separate in Pinecone","description":null,"articleID":"7985415079453","href":"/troubleshooting/keep-customer-data-separate"},{"title":"Limitations of querying by ID","description":null,"articleID":"18864309197469","href":"/troubleshooting/limitations-of-querying-by-id"},{"title":"Create and manage vectors with metadata","description":null,"articleID":"14643255054109","href":"/troubleshooting/create-and-manage-vectors-with-metadata"},{"title":"Metadata re-configuration","description":null,"articleID":"15991362468509","href":"/troubleshooting/metadata-reconfiguration"},{"title":"Metadata string value returned as a datetime object","description":null,"articleID":"11113544724381","href":"/troubleshooting/metadata-string-value-returned-as-datetime"},{"title":"Remove a metadata field from a record","description":null,"articleID":"15277578080413","href":"/troubleshooting/remove-metadata-field"}]},{"group":"Common errors","pages":[{"title":"Index creation error - missing spec parameter","description":null,"articleID":"18863405419421","href":"/troubleshooting/index-creation-error-missing-spec"},{"title":"Serverless index creation error - max serverless indexes","description":null,"articleID":"18863343628701","href":"/troubleshooting/index-creation-error-max-serverless"},{"title":"Serverless index connection errors","description":null,"articleID":"16136406269085","href":"/troubleshooting/serverless-index-connection-errors"},{"title":"Error: Handshake read failed when connecting","description":null,"articleID":"10724456320413","href":"/troubleshooting/error-handshake-read-failed"},{"title":"PineconeAttribute 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.max-w-8xl {\n max-width: 100%;\n}\n\n/* Logo + \"Docs\" text + version select */\n#navbar\u003ediv:first-of-type\u003ediv:first-of-type\u003ediv:first-of-type\u003ediv:first-of-type {\n flex: initial;\n}\n\n#navbar\u003ediv:first-of-type\u003ediv:first-of-type\u003ediv:first-of-type\u003ediv:first-of-type\u003ea:first-of-type {\n flex: initial;\n display: flex;\n}\n\n#navbar img[alt=\"logo\"] {\n max-width: 150px;\n}\n\n/* Version select */\n[aria-haspopup=\"menu\"] {\n border-radius: 0.25rem;\n border: 1px solid rgba(115, 143, 171, 0.50);\n background-color: transparent !important;\n color: #121142;\n}\n\n[aria-labelledby=\"headlessui-menu-button-:r0:\"] {\n width: 11rem;\n}\n\n/* Right side nav container */\n#navbar\u003ediv:first-of-type\u003ediv:first-of-type\u003ediv:first-of-type\u003ediv:nth-of-type(3) {\n flex: initial;\n margin-left: 0;\n}\n\n/* Prevent nav items from shrinking */\n#navbar\u003ediv:first-of-type\u003ediv:first-of-type\u003ediv:first-of-type\u003ediv:nth-of-type(3)\u003enav {\n flex-shrink: 0;\n}\n\n/* nav links */\n#navbar nav a {\n color: #121142;\n padding: 0.6rem 1rem;\n transition: background-color 250ms cubic-bezier(0.4, 0, 0.2, 1);\n}\n\n#navbar nav a:hover {\n background-color: rgba(27, 23, 245, 0.04);\n border-radius: 0.25rem;\n}\n\n#navbar nav ul li:not(:last-of-type) {\n margin-left: 0;\n}\n\n/* Hide dark mode toggle */\n#navbar\u003ediv:first-of-type\u003ediv:first-of-type\u003ediv:first-of-type\u003ediv:nth-of-type(3)\u003ediv {\n display: none;\n}\n\n/* Second nav container */\n/* Links */\n#navbar a {\n color: #121142;\n margin: 0;\n padding-left: 0.875rem;\n padding-right: 0.875rem;\n}\n\n/* Selected links */\n#navbar a.font-semibold {\n color: #1B17F5;\n border-bottom-width: 0.1875rem;\n border-color: #1B17F5;\n}\n\n#navbar div.absolute.bottom-0 {\n display: none;\n}\n\n/* Sidebar */\n#sidebar {\n left: 0rem;\n padding-left: 3rem;\n background: white;\n border-right: 1px solid #e2e5e7;\n /* position: sticky; */\n /* flex-shrink: 0; */\n /* top: 0; */\n}\n\n#sidebar-content {\n padding-left: 2rem;\n}\n\n/* Sidebar headings and link color */\n#sidebar-content h5,\n#sidebar a {\n color: #121142;\n}\n\n/* Sidebar Introduction link */\n#sidebar\u003ediv\u003eul\u003ediv:first-of-type\u003eli:only-of-type {\n margin-left: 0;\n}\n\n#sidebar\u003ediv\u003eul\u003ediv:first-of-type\u003eli:only-of-type\u003ea {\n font-weight: 600;\n}\n\n/* Nav items */\n#navigation-items\u003ediv\u003eul\u003eli {\n margin-left: 0.75rem;\n}\n\n/* Selected nav items */\n#navigation-items\u003ediv\u003eul\u003eli a.font-semibold {\n color: #1B17F5;\n font-weight: 400;\n background-color: #3C72FF0A;\n}\n\n/* Main content area */\n/* main \u003e div:first-of-type \u003e div:last-of-type \u003e div:first-of-type {\n display: flex;\n} */\n@media screen and (min-width: 1024px) {\n #content-area\u003ediv:first-child:not(#header)\u003ediv.relative.w-full.flex.items-center.justify-center:first-child {\n margin-top: 7rem\n }\n}\n\n\n/* Content container */\n/* #content-container {\n padding-left: 3.5rem !important;\n} */\n#content-container\u003ediv {\n padding-top: 10rem;\n}\n\n@media (min-width: 1024px) {\n #content-container\u003ediv {\n gap: 3rem;\n }\n\n #content-container #table-of-contents {\n padding-left: 0;\n }\n}\n\n/* Title eyebrow */\n#header .eyebrow {\n text-transform: uppercase;\n color: #121142;\n font-size: 0.625rem;\n letter-spacing: 1px;\n line-height: 160%;\n}\n\n/* Hide empty eyebrow */\n#header .eyebrow:empty {\n display: none;\n}\n\n/* Title container */\n#header\u003ediv:first-of-type\u003ediv:nth-of-type(2) {\n margin-top: 0;\n}\n\n/* Title */\n#header h1 {\n color: #121142;\n}\n\n/* Article text */\n.prose h2,\n.prose h3,\n.prose h4,\n.prose p {\n color: #121142;\n}\n\n.prose a {\n color: #1B17F5;\n font-weight: 400;\n}\n\n/* Overwrite tailwind max-width */\n.max-w-8xl {\n max-width: 94.5rem;\n}\n\n.card {\n box-shadow: none;\n border: 1px solid #D8DDDF;\n border-radius: 0.25rem;\n transition: box-shadow 0.3s ease;\n}\n\n.card:hover {\n box-shadow: 0px 5px 5px -3px rgba(163, 169, 175, 0.20), 0px 8px 10px 1px rgba(163, 169, 175, 0.14), 0px 3px 14px 2px rgba(163, 169, 175, 0.12);\n border: 1px solid #D8DDDF !important;\n}\n\n.card\u003ediv {\n padding: 1.5rem;\n}\n\n.card h2,\n.example-card h2 {\n font-size: 1.25rem;\n}\n\n.card p,\n.example-card p {\n margin-top: 0.625rem;\n font-size: 0.875rem;\n color: #121142;\n}\n\n.card .eyebrow {\n font-size: 0.625rem;\n text-transform: uppercase;\n line-height: 160%;\n letter-spacing: 1px;\n}\n\n.card .integration-logo {\n width: 3.125rem;\n height: 3.125rem;\n display: flex;\n justify-content: center;\n align-items: center;\n}\n\n.card-grid {\n display: grid;\n gap: 1.5rem;\n}\n\n@media (min-width: 640px) {\n .card-grid {\n grid-template-columns: 1fr 1fr;\n }\n}\n\n@media (min-width: 1024px) {\n .card-grid {\n grid-template-columns: 1fr 1fr 1fr;\n }\n}\n\n.example-card {\n box-shadow: none;\n border: 1px solid #D8DDDF;\n border-radius: 0.25rem;\n transition: box-shadow 0.3s ease;\n padding: 1.5rem;\n display: flex;\n flex-direction: column;\n flex-grow: 1;\n background-color: #fff;\n}\n\n.example-card .arrow {\n margin-left: auto;\n margin-top: auto;\n opacity: 0;\n transition: opacity 0.3s ease;\n}\n\n.example-card:hover .arrow {\n opacity: 1;\n}\n\n.example-card:hover {\n box-shadow: 0px 5px 5px -3px rgba(163, 169, 175, 0.20), 0px 8px 10px 1px rgba(163, 169, 175, 0.14), 0px 3px 14px 2px rgba(163, 169, 175, 0.12);\n border: 1px solid #D8DDDF !important;\n}\n\n.example-card .tags {\n display: flex;\n flex-wrap: wrap;\n gap: 0.75rem;\n margin-top: 1.5rem;\n}\n\n.example-card .card-tag {\n border-radius: 1rem;\n background-color: rgba(115, 143, 171, 0.08);\n color: #121142;\n font-size: 0.8125rem;\n line-height: 138%;\n letter-spacing: 0.16px;\n padding: 0.1875rem 0.375rem;\n display: flex;\n gap: 0.375rem;\n align-items: center;\n}\n\n.example-card .vectors {\n color: #72788D;\n display: flex;\n flex-wrap: wrap;\n justify-content: space-between;\n gap: 1rem;\n font-size: 0.875rem;\n line-height: 150%;\n letter-spacing: 0.15px;\n padding-top: 2.875rem;\n margin-top: auto;\n}\n\n.examples-h2 {\n font-size: 1.25rem;\n margin-bottom: 1.5rem;\n}\n\n/* Integrations */\n#integrations-banner {\n position: relative;\n margin-top: 7rem;\n height: 12.75rem;\n display: flex;\n flex-direction: column;\n justify-content: center;\n align-items: center;\n overflow: hidden;\n /* background: url('https://mintlify.s3-us-west-1.amazonaws.com/pinecone-2/images/background.png') no-repeat center center; */\n background-size: 90%;\n background-color: rgb(251, 251, 252);\n text-align: center;\n border-bottom: 1px solid #e2e5e7;\n}\n\n#integrations-banner h1 {\n color: #000000;\n font-size: 3rem;\n}\n\n#integrations-banner p {\n color: #000000;\n font-size: 1.25rem;\n opacity: 0.7;\n margin-top: 0.5rem;\n}\n\n/* Integrations related articles */\n#related-articles {\n display: flex;\n flex-direction: column;\n width: 100%;\n}\n\n#related-articles h2 {\n color: #121142;\n font-size: 1.25rem;\n font-weight: 600;\n letter-spacing: 0.15px;\n line-height: 150%;\n margin-bottom: 1rem;\n}\n\n#related-articles a {\n padding: 1.0625rem 0;\n display: flex;\n align-items: flex-start;\n justify-content: space-between;\n gap: 1rem;\n color: #121142;\n font-size: 0.875rem;\n line-height: 150%;\n letter-spacing: 0.15px;\n}\n\n#related-articles a:not(:last-of-type) {\n border-bottom: 1px solid #D8DDDF;\n}\n\n#related-articles a:hover {\n opacity: 0.7;\n}\n\n#related-articles a\u003esvg {\n flex-shrink: 0;\n}\n\n/* Integrations back button */\n#back-button {\n display: flex;\n gap: 0.5rem;\n align-items: center;\n color: #121142 !important;\n font-size: 0.875rem;\n line-height: 150%;\n letter-spacing: 0.15px;\n margin-bottom: 1.5rem;\n}\n\n#back-button:hover {\n opacity: 0.7;\n}\n\n#back-button\u003esvg {\n flex-shrink: 0;\n}\n\n/* Sample apps */\n\n.sample-app {\n color: #121142;\n}\n\n.sample-app h2 {\n font-size: 2.125rem;\n font-weight: 600;\n line-height: 123.5%;\n letter-spacing: 0.25px;\n}\n\n.sample-app h2:not(:first-of-type) {\n margin: 4rem 0 0 0;\n}\n\n.sample-app h2:first-of-type {\n margin: 0;\n}\n\n.sample-app h3 {\n font-size: 1.25rem;\n font-weight: 600;\n line-height: 150%;\n letter-spacing: 0.15px;\n margin: 3rem 0 0 0;\n}\n\n.sample-app h4 {\n font-size: 0.875rem;\n font-weight: 700;\n line-height: 150%;\n letter-spacing: 0.15px;\n margin: 3rem 0 0 0;\n}\n\n.sample-app p,\n.sample-app ul {\n margin: 1.5rem 0 0 0;\n font-size: 0.875rem;\n list-style-type: disc;\n}\n\n.sample-app li::before {\n display: none;\n}\n\n.sample-app li {\n padding-left: 0 !important;\n margin-left: 1.25rem;\n}\n\n.sample-app li::marker {\n color: #121142;\n}\n\n.sample-app-heading {\n display: flex;\n flex-direction: column;\n align-items: center;\n text-align: center;\n}\n\n.sample-app-heading .eyebrow {\n color: #121142;\n font-size: 0.625rem;\n line-height: 160%;\n letter-spacing: 1px;\n text-transform: uppercase;\n}\n\n.sample-app-heading h1 {\n color: #121142;\n margin: 0.5rem 0 0 0;\n font-size: 2.125rem;\n font-weight: 600;\n line-height: 123.5%;\n letter-spacing: 0.25px;\n}\n\n.sample-app-heading p {\n color: #121142;\n margin: 0.5rem 0 1.5rem 0;\n font-size: 1.25rem;\n font-weight: 600;\n line-height: 150%;\n letter-spacing: 0.15px;\n}\n\n/* Sample apps content area with sidebar */\n.sample-app-split {\n display: flex;\n flex-direction: column;\n gap: 3rem;\n}\n\n.sample-app-split .sidebar a:not(.connect-with-pinecone) {\n font-size: 0.875rem;\n color: #121142;\n border-bottom: none;\n}\n\n.sample-app-split .toc-list {\n display: flex;\n flex-direction: column;\n gap: 1rem;\n}\n\n.sample-app-split .toc-list a.bold {\n font-weight: 700;\n margin-top: 0.5rem;\n}\n\n.sample-app-split\u003e.content.no-margin\u003ep:first-of-type {\n margin-top: 0 !important;\n}\n\n.connect-with-pinecone {\n border: 1px solid rgba(115, 143, 171, 0.50);\n border-radius: 0.25rem;\n padding: 0.5rem 1rem;\n display: inline-flex;\n align-items: center;\n gap: 0.5rem;\n font-size: 0.875rem;\n font-weight: 500;\n line-height: 1.5rem;\n letter-spacing: 0.4px;\n color: #121142 !important;\n text-decoration: none;\n align-self: flex-start;\n}\n\n@media (min-width: 1280px) {\n .sample-app-split {\n flex-direction: row;\n }\n\n .sample-app-split .content {\n overflow-x: auto;\n }\n\n .sample-app-split .sidebar {\n width: 20.625rem;\n flex-shrink: 0;\n }\n}\n\n/* Hacky codeblock targeting */\ndiv[class*=\"bg-codeblock\"].relative {\n background: #121142;\n border-radius: 0.25rem;\n}\n\np\u003ecode {\n font-size: 0.75rem;\n line-height: 150%;\n letter-spacing: 0.5px;\n border-radius: 0.25rem;\n padding: 0.125rem 0.5rem;\n background-color: rgba(115, 143, 171, 0.08);\n color: #030080;\n border: none;\n}\n\ncode .api-key.set {\n color: orange;\n}\n\n.pinecone-connect-connected {\n width: 100%;\n max-width: 31.25rem;\n background-color: rgb(255, 255, 255);\n transition: box-shadow 300ms cubic-bezier(0.4, 0, 0.2, 1) 0ms;\n border-radius: 0.25rem;\n padding: 1.5rem;\n margin: 1.5rem 0;\n border: 1px solid rgb(224, 224, 224);\n}\n\n.pinecone-connect-connected img {\n height: 1.875rem;\n margin: 0;\n}\n\n.pinecone-connect-connected p {\n color: rgba(0, 0, 0, 0.87) !important;\n}\n\n.pinecone-connect-connected p:last-of-type {\n margin-top: 0.75rem;\n}\n\n.remove-api-key {\n display: flex;\n width: 100%;\n max-width: 31.25rem;\n margin-top: -1.25rem;\n}\n\n.remove-api-key\u003ebutton {\n font-size: 0.8125rem;\n font-weight: 500;\n color: #1d4ed8;\n margin-left: auto;\n}\n\n\n/* Model Gallery */\n\n.featured-card-container {\n padding: 0 1rem;\n position: relative;\n width: 100%;\n margin: 1rem 0;\n overflow: visible;\n -webkit-overflow-scrolling: touch;\n}\n\n.featured-model-cards {\n display: grid;\n grid-auto-flow: column;\n grid-auto-columns: calc(25% - 0.75rem);\n gap: 1rem;\n overflow-x: auto;\n scroll-behavior: smooth;\n scroll-snap-type: x mandatory;\n -webkit-overflow-scrolling: touch;\n padding: 1rem 0;\n margin: -1rem 0;\n scrollbar-width: none;\n -ms-overflow-style: none;\n cursor: grab;\n}\n\n.featured-model-cards\u003e* {\n scroll-snap-align: start;\n}\n\n.carousel-button {\n position: absolute;\n top: 50%;\n transform: translateY(-50%);\n width: 2.5rem;\n height: 2.5rem;\n border-radius: 9999px;\n background: white;\n box-shadow: 0 4px 6px -1px rgb(0 0 0 / 0.1);\n display: flex;\n align-items: center;\n justify-content: center;\n z-index: 10;\n cursor: pointer;\n border: 1px solid #D8DDDF;\n padding: 0;\n}\n\n.carousel-button:hover {\n background-color: #f9fafb;\n transform: translateY(-50%) scale(1.05);\n box-shadow: 0 6px 8px -2px rgb(0 0 0 / 0.15);\n}\n\n.carousel-button.prev {\n left: -1.25rem;\n}\n\n.carousel-button.next {\n right: -1.25rem;\n}\n\n/* Make sure parent containers don't clip the buttons */\n#content-container,\n#content-area,\nmain {\n overflow: visible !important;\n}\n\n@media (max-width: 1280px) {\n .featured-model-cards {\n grid-auto-columns: calc(33.333% - 0.67rem);\n }\n}\n\n@media (max-width: 1024px) {\n .featured-model-cards {\n grid-auto-columns: calc(50% - 0.5rem);\n }\n}\n\n@media (max-width: 768px) {\n .featured-model-cards {\n grid-auto-columns: 100%;\n padding-bottom: 1rem;\n }\n\n .carousel-button {\n display: none !important;\n }\n}\n\n.outlined-button {\n display: flex;\n flex-direction: column;\n justify-content: center;\n align-items: center;\n width: 150px;\n height: 36px;\n padding: 4px;\n border-radius: 4px;\n border: 1px solid var(--Light-Secondary-Shades-50p, rgba(115, 143, 171, 0.5));\n color: #FFFFFF;\n text-decoration: none;\n font-size: 14px;\n letter-spacing: 0.4;\n text-align: center;\n color: #121142;\n font-weight: 500;\n transition: background-color 0.3s ease, border 0.3s ease, color 0.3s ease;\n}\n\n.outlined-button:hover {\n background-color: #3C72FF0A;\n border: 1px solid #1B17F5;\n color: #FFFFFF;\n}\n\n\n.control {\n position: absolute;\n top: 50%;\n transform: translateY(-50%);\n background-color: rgba(255, 255, 255, 0.7);\n border-radius: 50%;\n width: 40px;\n height: 40px;\n display: flex;\n align-items: center;\n justify-content: center;\n cursor: pointer;\n opacity: 0.5;\n transition: opacity 0.3s ease;\n}\n\n.control:hover {\n opacity: 1;\n}\n\n.prev-slide {\n left: 10px;\n}\n\n.next-slide {\n right: 10px;\n}\n\n.inference-text p {\n margin-top: 0rem;\n}\n\n\n/* Model page */\n.model-page-card {\n padding: 1.5rem;\n border-radius: 0.25rem;\n border: 1px solid #D8DDDF;\n background: #FFF;\n margin-bottom: 2.5rem;\n}\n\n.model-page-card-title {\n display: flex;\n flex-wrap: wrap;\n gap: 1rem;\n align-items: center;\n}\n\n.model-page-card-title\u003eh1 {\n font-size: 1.5rem;\n color: #121142;\n}\n\n.model-page-card-logo {\n width: 2.125rem;\n height: 2.125rem;\n flex-shrink: 0;\n}\n\n.model-page-card-logo\u003eimg {\n width: 100%;\n height: 100%;\n object-fit: contain;\n}\n\n.model-page-card-inference {\n border-radius: 1rem;\n border: 1px solid #D8DDDF;\n padding: 0.25rem 0.375rem 0.25rem 0.25rem;\n display: flex;\n align-items: center;\n gap: 0.375rem;\n font-size: 0.8125rem;\n}\n\n.model-page-card-stats {\n display: flex;\n gap: 1.5rem;\n flex-wrap: wrap;\n margin-top: 1rem;\n}\n\n.model-page-card-stats\u003ediv\u003espan {\n font-size: 0.625rem;\n color: #72788D;\n letter-spacing: 0.2px;\n font-weight: 500;\n}\n\n.model-page-card-stats\u003ediv\u003ep {\n font-size: 0.75rem;\n color: #121142;\n letter-spacing: 0.17px;\n}\n\n.model-page-card-stats\u003ediv.price {\n margin-left: auto;\n}\n\n.model-page-card-stats\u003ediv.price\u003ep {\n margin-left: auto;\n font-weight: 600;\n}\n\n.model-page-tabs {\n display: flex;\n width: 100%;\n border-bottom: 1px solid #D8DDDF;\n margin-bottom: 2rem;\n}\n\n.model-page-tabs\u003ebutton {\n padding: 0.5625rem 1rem;\n border-bottom: 1px solid transparent;\n color: #72788D;\n display: flex;\n align-items: center;\n gap: 0.375rem;\n font-weight: 500;\n letter-spacing: 0.4px;\n}\n\n.model-page-tabs\u003ebutton\u003esvg\u003epath {\n fill: #72788D;\n}\n\n.model-page-tabs\u003ebutton.active {\n border-bottom: 2px solid #1B17F5;\n color: #1B17F5;\n}\n\n.model-page-tabs\u003ebutton.active\u003esvg\u003epath {\n fill: #1B17F5;\n}\n\n.model-page-playground {\n display: none;\n}\n\n.model-page-guides {\n display: flex;\n flex-direction: column;\n gap: 3rem;\n}\n\n.model-page-content {\n flex-shrink: 1;\n width: auto;\n max-width: 1050px;\n\n @media (max-width: 1500px) {\n max-width: 700px;\n }\n}\n\n.model-page-content\u003e :first-child {\n margin-top: 0;\n}\n\n.model-page-content pre {\n white-space: pre-wrap;\n}\n\n.model-page-sidebar {\n width: 100%;\n flex-shrink: 1;\n}\n\n.model-page-sidebar .iframe-placeholder {\n height: 800px;\n}\n\n/* removing inline padding for now */\n@media (min-width: 1280px) {\n .model-search-container {\n padding-inline: 0px;\n }\n}\n\n.model-page-sidebar-readmore {\n font-size: 0.875rem;\n font-style: normal;\n font-weight: 500;\n line-height: 150%;\n letter-spacing: 0.15px\n}\n\n.model-page-sidebar-readmore svg {\n margin-bottom: 2px;\n}\n\n.model-search-container {\n height: 1045px;\n\n @media (max-width: 768px) {\n height: 1200px;\n }\n}\n\n@media (min-width: 1080px) {\n .model-page-guides {\n flex-direction: row;\n }\n\n .model-page-sidebar {\n max-width: 20.6875rem;\n flex-shrink: 0;\n }\n\n}\n\n.connect-widget-skeleton {\n margin-block: 45px;\n width: 498px;\n height: 180px;\n /* Adjust height to match your widget */\n background: #f6f7f9;\n border-radius: 4px;\n overflow: hidden;\n position: relative;\n border: 1px solid #D8DDDF;\n}\n\n.skeleton-content {\n width: 450px;\n height: 180px;\n background: linear-gradient(90deg,\n rgba(255, 255, 255, 0) 0%,\n rgba(255, 255, 255, 0.6) 50%,\n rgba(255, 255, 255, 0) 100%);\n animation: shimmer 1.5s infinite;\n position: absolute;\n top: 0;\n left: 0;\n}\n\n@keyframes shimmer {\n 0% {\n transform: translateX(-100%);\n }\n\n 100% {\n transform: translateX(100%);\n }\n}\n\n/* For dark mode */\n.dark .connect-widget-skeleton {\n background: #2a2a2a;\n}\n\n/* Hide scrollbar for Chrome/Safari */\n.featured-model-cards::-webkit-scrollbar {\n display: none;\n}\n\n/* Show grabbing cursor while actively scrolling */\n.featured-model-cards:active {\n cursor: grabbing;\n}\n\n/* Add minimum width for model card buttons */\n.featured-model-cards .example-card button,\n.featured-model-cards .model-card button {\n min-width: 200px;\n /* Ensures button doesn't shrink below this width */\n width: 100%;\n /* Allows button to grow with container */\n max-width: 400px;\n /* Prevents button from getting too wide */\n margin: 0 auto;\n /* Centers the button if container is wider */\n}"}],"jsFiles":[{"_id":"66108af93a6c5022ffa6a741","filePath":"script.js","subdomain":"pinecone-2","__v":0,"content":"\"use client\";\n\n// Handle anchor links after dynamic content loads\nconst anchorObserver = new MutationObserver((mutations) =\u003e {\n if (window.location.hash) {\n const target = document.querySelector(window.location.hash);\n if (target) {\n // Disconnect observer once we find our target\n anchorObserver.disconnect();\n \n // Small delay to ensure final layout is settled\n setTimeout(() =\u003e {\n target.scrollIntoView();\n window.scrollBy(0, -120); // Adjust for fixed header\n }, 100);\n }\n }\n});\n\n// Start observing document for content changes\nanchorObserver.observe(document.body, {\n childList: true,\n subtree: true\n});\n\n// Insert skeleton loader immediately\nconst pineconeConnectWidget = document.getElementById(\"pinecone-connect-widget\");\nif (pineconeConnectWidget) {\n pineconeConnectWidget.innerHTML = `\n \u003cdiv class=\"connect-widget-skeleton\"\u003e\n \u003cdiv class=\"skeleton-content\"\u003e\u003c/div\u003e\n \u003c/div\u003e\n `;\n}\n\nwindow.onload = function () {};\n\n// Get the Mintlify search containers, going to reuse them as the triggers for Inkeep\nconst searchButtonContainerIds = [\n \"search-bar-entry\",\n \"search-bar-entry-mobile\",\n];\n\n// Clone and replace, needed to remove existing event listeners\nconst clonedSearchButtonContainers = searchButtonContainerIds.map((id) =\u003e {\n const originalElement = document.getElementById(id);\n const clonedElement = originalElement.cloneNode(true);\n\n originalElement.parentNode.replaceChild(clonedElement, originalElement);\n\n return clonedElement;\n});\n\nconst pineconeConnectWidgetScript = document.createElement(\"script\");\ndocument.body.appendChild(pineconeConnectWidgetScript);\n\nfunction debounce(func, delay) {\n let timerId;\n return function (...args) {\n clearTimeout(timerId);\n timerId = setTimeout(() =\u003e {\n 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{\n type: \"STANDARD_FIELD\",\n label: \"Additional details\",\n name: \"additional_details\",\n inputType: \"TEXTAREA\",\n },\n ],\n submitCallback: async (values) =\u003e {\n const { formDetails, chatSession } = values;\n const formData = new FormData();\n formData.append('subject', formDetails.subject);\n formData.append('email', formDetails.email);\n formData.append('additional_details', formDetails.additional_details);\n formData.append('chatbot_source', \"docs\");\n\n if (chatSession) {\n formData.append(\"chatSession\", JSON.stringify(chatSession));\n }\n console.log(\"TEST LOG\", formDetails);\n\n try {\n try {\n const response = await fetch(\"https://www.pinecone.io/api/submitTicket\", {\n method: \"POST\",\n body: formData,\n mode: \"no-cors\",\n });\n // const result = await response.json();\n // console.log(\"RESULT\", result);\n return { success: true }; // We assume success if we get here due to cors issues\n } catch (error) {\n console.error(\"Error submitting form 1:\", 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rootBreadcrumbsToUseAsTabs: [\n \"Docs\",\n \"Learn\",\n \"Forums\",\n \"Community\",\n \"Support\",\n \"Blog\",\n \"Home\",\n ],\n },\n },\n };\n\n // for syncing with dark mode\n const colorModeSettings = {\n observedElement: document.documentElement,\n isDarkModeCallback: (el) =\u003e {\n return el.classList.contains(\"dark\");\n },\n colorModeAttribute: \"class\",\n };\n\n // instantiate Inkeep \"custom trigger\" component\n const inkeepSearchModal = Inkeep({\n ...sharedConfig.baseSettings,\n }).embed({\n componentType: \"CustomTrigger\",\n colorModeSync: colorModeSettings,\n properties: {\n ...sharedConfig,\n isOpen: false,\n onClose: () =\u003e {\n inkeepSearchModal.render({\n isOpen: false,\n });\n },\n },\n });\n\n // When the Mintlify search bar clone is clicked, open the Inkeep search modal\n clonedSearchButtonContainers.forEach((trigger) =\u003e {\n trigger.addEventListener(\"click\", function () {\n inkeepSearchModal.render({\n isOpen: true,\n });\n });\n });\n\n // Add event listener for the 'keydown' event on the document object for cmd + k\n document.addEventListener(\"keydown\", function (event) {\n if (event.metaKey \u0026\u0026 event.key === \"k\") {\n event.preventDefault(); // Prevent the default behavior of the keyboard shortcut\n inkeepSearchModal.render({\n isOpen: true,\n });\n }\n });\n});\n\nfunction addRelatedArticles(titles, links) {\n const existing = document.querySelector(\"#related-articles\");\n if (existing) return;\n\n const sidebar = document.querySelector(\"#table-of-contents\");\n const relatedArticles = document.createElement(\"div\");\n relatedArticles.id = \"related-articles\";\n\n const title = document.createElement(\"h2\");\n title.textContent = \"Related Articles\";\n relatedArticles.appendChild(title);\n\n titles.forEach((title, index) =\u003e {\n const relatedArticle = document.createElement(\"a\");\n relatedArticle.href = links[index];\n relatedArticle.textContent = title;\n relatedArticle.insertAdjacentHTML(\n \"beforeend\",\n '\u003csvg width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\" xmlns=\"http://www.w3.org/2000/svg\"\u003e\u003cg id=\"ChevronRightFilled\"\u003e\u003cpath id=\"Vector\" d=\"M9.70492 6L8.29492 7.41L12.8749 12L8.29492 16.59L9.70492 18L15.7049 12L9.70492 6Z\" fill=\"#1B17F5\"/\u003e\u003c/g\u003e\u003c/svg\u003e'\n );\n relatedArticles.appendChild(relatedArticle);\n });\n\n sidebar.appendChild(relatedArticles);\n}\n\nconst relatedArticles = {\n airbyte: {\n titles: [\n \"Data Sync and Search: Pinecone and Airbyte\",\n \"Introduction to Airbyte and the Pinecone connector\",\n \"Postgres to Pinecone Syncing\",\n ],\n links: [\n \"https://www.pinecone.io/learn/series/airbyte/\",\n \"https://www.pinecone.io/learn/series/airbyte/airbyte-and-pinecone-intro/\",\n \"https://www.pinecone.io/learn/series/airbyte/airbyte-postgres-to-pinecone/\",\n ],\n },\n\n bedrock: {\n titles: [\"Pinecone as a Knowledge Base for Amazon Bedrock\"],\n links: [\"https://www.pinecone.io/blog/amazon-bedrock-integration/\"],\n },\n\n sagemaker: {\n titles: [\n \"Mitigate hallucinations through Retrieval Augmented Generation using Pinecone vector database \u0026 Llama-2 from Amazon SageMaker JumpStart\",\n ],\n links: [\n \"https://aws.amazon.com/blogs/machine-learning/mitigate-hallucinations-through-retrieval-augmented-generation-using-pinecone-vector-database-llama-2-from-amazon-sagemaker-jumpstart/\",\n ],\n },\n\n langchain: {\n titles: [\"LangChain AI Handbook\"],\n links: [\"https://www.pinecone.io/learn/series/langchain/\"],\n },\n\n openai: {\n titles: [\n \"Generative Question-Answering with Long-Term Memory\",\n \"OpenAI's Text Embeddings v3\",\n ],\n links: [\n \"https://www.pinecone.io/learn/openai-gen-qa/\",\n \"https://www.pinecone.io/learn/openai-embeddings-v3/\",\n ],\n },\n\n snowflake: {\n titles: [\n \"Snowpark Container Services: Securely Deploy and run Sophisticated Generative AI and full-stack apps in Snowflake\",\n ],\n links: [\n \"https://www.snowflake.com/blog/snowpark-container-services-deploy-genai-full-stack-apps/\",\n ],\n },\n};\n\nlet isScrollListenerAdded = false;\nlet scrollListener = null;\n\n// Mutation observer to handle page changes\nconst observer = new MutationObserver(function (mutations) {\n mutations.forEach(function (mutation) {\n if (mutation.type === \"childList\") {\n try {\n\n // Pinecone connect widget\n const pineconeConnectWidget = document.querySelector(\n \"#pinecone-connect-widget\"\n );\n if (\n pineconeConnectWidget \u0026\u0026\n !pineconeConnectWidget.classList.contains(\"loaded\")\n ) {\n debouncedLoadConnectWidget();\n pineconeConnectWidget.classList.add(\"loaded\");\n }\n\n // console.log(\"mutation\")\n\n if (\n pineconeConnectWidget \u0026\u0026\n !pineconeConnectWidget.classList.contains(\"apiKeysSet\")\n ) {\n debouncedSetApiKeys();\n pineconeConnectWidget.classList.add(\"apiKeysSet\");\n }\n\n const [path, page, page2] = window.location.pathname\n .split(\"/\")\n .slice(1);\n\n var contentContainer = document.querySelector(\"#content-container\");\n var contentArea = document.querySelector('#content-area');\n\n //** Model Gallery **/\n if (path !== \"models\") {\n const sidebar = document.querySelector(\"#sidebar\");\n if (sidebar) sidebar.style.display = \"\";\n if (contentContainer) contentContainer.style.paddingLeft = \"\";\n } else {\n const sidebar = document.querySelector(\"#sidebar\");\n if (sidebar) sidebar.style.display = \"none\";\n if (contentContainer) contentContainer.style.paddingLeft = \"0px\";\n if (contentArea) contentArea.style.paddingLeft = '0px';\n if (contentArea) contentArea.style.marginLeft = '12px';\n const header = document.querySelector(\"#header\");\n if (header) header.remove();\n const tableOfContents = document.querySelector(\"#table-of-contents\");\n if (tableOfContents) tableOfContents.remove();\n }\n\n //** References **/\n\n // Remove nested toc items on /reference/api/database-limits page\n if (path === \"reference\" \u0026\u0026 page === \"api\" \u0026\u0026 page2 === \"database-limits\") {\n document.querySelectorAll(\"#table-of-contents-content \u003e ul li\").forEach(li =\u003e {\n const link = li.querySelector(\"a\")\n if (link.classList.contains(\"text-gray-500\")) {\n li.remove()\n }\n });\n }\n \n //** Integrations **/\n\n if (path === \"integrations\" \u0026\u0026 page === \"overview\") {\n const toc = document.querySelector(\"#table-of-contents\");\n if (toc) toc.style.display = \"none\";\n\n const header = document.querySelector(\"#header\");\n if (header) header.style.display = \"none\";\n\n const existingBanner = document.querySelector(\"#integrations-banner\");\n if (!existingBanner) {\n const banner = document.createElement(\"div\");\n banner.id = \"integrations-banner\";\n\n const h1 = document.createElement(\"h1\");\n h1.textContent = \"Integrations\";\n banner.appendChild(h1);\n\n const p = document.createElement(\"p\");\n p.textContent = \"Build powerful workflows with our partners\";\n banner.appendChild(p);\n\n const navbar = document.getElementById(\"navbar\");\n navbar.insertAdjacentElement(\"afterend\", banner);\n }\n\n // Remove content padding\n const contentContainer = document.querySelector(\"#content-container\");\n contentContainer.firstElementChild.style.paddingTop = \"1rem\";\n\n // Move sidebar\n const sidebar = document.querySelector(\"#sidebar\");\n sidebar.style.top = \"19.8rem\";\n\n // Handle sidebar\n const handleSidebarScroll = () =\u003e {\n let maxScroll = 200;\n let startPosition = 19.8;\n let endPosition = 7.1;\n\n if (window.scrollY \u003c= maxScroll) {\n let scrollFraction = window.scrollY / maxScroll;\n let positionDifference = startPosition - endPosition;\n let currentPosition =\n startPosition - scrollFraction * positionDifference;\n sidebar.style.top = `${currentPosition}rem`;\n } else {\n sidebar.style.top = `${endPosition}rem`;\n }\n };\n\n if (!isScrollListenerAdded) {\n scrollListener = 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className: \"token function\",\n children: \"curl\"\n }), \" \", _jsx(_components.span, {\n className: \"token parameter variable\",\n children: \"-i\"\n }), \" \", _jsx(_components.span, {\n className: \"token parameter variable\",\n children: \"-X\"\n }), \" DELETE \", _jsx(_components.span, {\n className: \"token string\",\n children: \"\\\"https://api.pinecone.io/indexes/example-index\\\"\"\n }), \" \", _jsx(_components.span, {\n className: \"token punctuation\",\n children: \"\\\\\"\n })]\n }), \"\\n\", _jsxs(_components.span, {\n className: \"\",\n children: [\" \", _jsx(_components.span, {\n className: \"token parameter variable\",\n children: \"-H\"\n }), \" \", _jsxs(_components.span, {\n className: \"token string\",\n children: [\"\\\"Api-Key: \", _jsx(_components.span, {\n className: \"token variable\",\n children: \"$PINECONE_API_KEY\"\n }), \"\\\"\"]\n }), \" \", _jsx(_components.span, {\n className: \"token punctuation\",\n children: \"\\\\\"\n })]\n }), \"\\n\", _jsxs(_components.span, {\n className: \"\",\n children: [\" \", _jsx(_components.span, {\n className: \"token parameter variable\",\n children: \"-H\"\n }), \" \", _jsx(_components.span, {\n className: \"token string\",\n children: \"\\\"X-Pinecone-API-Version: 2025-01\\\"\"\n })]\n }), \"\\n\"]\n })\n })\n })]\n }), \"\\n\", _jsxs(_components.p, {\n children: [\"If deletion protection is enabled on an index, requests to delete it will fail and return a \", _jsx(_components.code, {\n children: \"403 - FORBIDDEN\"\n }), \" status with the following error:\"]\n }), \"\\n\", _jsx(CodeBlock, {\n filename: \"\",\n expandable: \"false\",\n children: _jsx(_components.pre, {\n className: \"language-plaintext\",\n children: _jsxs(_components.code, {\n children: [_jsx(_components.span, {\n className: \"\",\n children: \"Deletion protection is enabled for this index. Disable deletion protection before retrying.\"\n }), \"\\n\"]\n })\n })\n }), \"\\n\", _jsxs(_components.p, {\n children: [\"Before you can delete such an index, you must first \", _jsx(_components.a, {\n href: \"/guides/indexes/manage-indexes#configure-deletion-protection\",\n children: \"disable deletion protection\"\n }), \".\"]\n }), \"\\n\", _jsx(Tip, {\n children: _jsxs(_components.p, {\n children: [\"You can delete an index using the \", _jsx(_components.a, {\n href: \"https://app.pinecone.io/organizations/-/projects/-/indexes\",\n children: \"Pinecone console\"\n }), \". For the index you want to delete, click the three dots to the right of the index name, then click \", _jsx(_components.strong, {\n children: \"Delete\"\n }), \".\"]\n })\n }), \"\\n\", _jsx(Heading, {\n level: \"2\",\n id: \"associate-an-embedding-model\",\n children: \"Associate an embedding model\"\n }), \"\\n\", _jsxs(_components.p, {\n children: [_jsx(_components.a, {\n href: \"/guides/inference/integrated-inference\",\n children: \"Integrated inference\"\n }), \" lets you upsert and search without extra steps for embedding data and reranking results.\"]\n }), \"\\n\", _jsxs(_components.p, {\n children: [\"To configure an existing serverless index for an embedding model, use the \", _jsx(_components.a, {\n href: \"/reference/api/2025-01/control-plane/configure_index\",\n children: _jsx(_components.code, {\n children: \"configure_index\"\n })\n }), \" operation as follows:\"]\n }), \"\\n\", _jsxs(_components.ul, {\n children: [\"\\n\", _jsxs(_components.li, {\n children: [\"Set \", 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className: \"\",\n children: [\" -H \", _jsx(_components.span, {\n className: \"token string\",\n children: \"\\\"X-Pinecone-API-Version: 2025-01\\\"\"\n }), \" \\\\\"]\n }), \"\\n\", _jsxs(_components.span, {\n className: \"\",\n children: [\" -d '\", _jsx(_components.span, {\n className: \"token punctuation\",\n children: \"{\"\n })]\n }), \"\\n\", _jsxs(_components.span, {\n className: \"\",\n children: [\" \", _jsx(_components.span, {\n className: \"token property\",\n children: \"\\\"embed\\\"\"\n }), _jsx(_components.span, {\n className: \"token operator\",\n children: \":\"\n }), \" \", _jsx(_components.span, {\n className: \"token punctuation\",\n children: \"{\"\n })]\n }), \"\\n\", _jsxs(_components.span, {\n className: \"\",\n children: [\" \", _jsx(_components.span, {\n className: \"token property\",\n children: \"\\\"model\\\"\"\n }), _jsx(_components.span, {\n className: \"token operator\",\n children: \":\"\n }), \" \", _jsx(_components.span, {\n className: \"token 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children: \"}\"\n })]\n }), \"\\n\", _jsxs(_components.span, {\n className: \"\",\n children: [\" \", _jsx(_components.span, {\n className: \"token punctuation\",\n children: \"}\"\n })]\n }), \"\\n\", _jsxs(_components.span, {\n className: \"\",\n children: [\" \", _jsx(_components.span, {\n className: \"token punctuation\",\n children: \"}\"\n }), \"'\"]\n }), \"\\n\"]\n })\n })\n })\n }), \"\\n\", _jsx(Heading, {\n level: \"2\",\n id: \"configure-deletion-protection\",\n children: \"Configure deletion protection\"\n }), \"\\n\", _jsx(Note, {\n children: _jsxs(_components.p, {\n children: [\"This feature requires \", _jsx(_components.a, {\n href: \"/reference/api/versioning\",\n children: \"Pinecone API version\"\n }), \" \", _jsx(_components.code, {\n children: \"2024-07\"\n }), \", \", _jsx(_components.a, {\n href: \"/reference/python-sdk\",\n children: \"Python SDK\"\n }), \" v5.0.0, \", _jsx(_components.a, {\n href: \"/reference/node-sdk\",\n children: \"Node.js SDK\"\n }), \" v3.0.0, \", _jsx(_components.a, {\n href: \"/reference/java-sdk\",\n children: \"Java SDK\"\n }), \" v2.0.0, or \", _jsx(_components.a, {\n href: \"/reference/go-sdk\",\n children: \"Go SDK\"\n }), \" v1.0.0 or later.\"]\n })\n }), \"\\n\", _jsx(Heading, {\n level: \"3\",\n id: \"enable-deletion-protection\",\n children: \"Enable deletion protection\"\n }), \"\\n\", _jsxs(_components.p, {\n children: [\"You can prevent an index and its data from accidental deleting when \", _jsx(_components.a, {\n href: \"/guides/indexes/create-an-index\",\n children: \"creating a new index\"\n }), \" or after its been created. In both cases, you set the \", _jsx(_components.code, {\n children: \"deletion_protection\"\n }), \" parameter to \", _jsx(_components.code, {\n children: \"enabled\"\n }), \".\"]\n }), \"\\n\", _jsx(_components.p, {\n children: \"To enable deletion protection when creating a new index:\"\n }), \"\\n\", _jsxs(CodeGroup, {\n children: [_jsx(CodeBlock, {\n filename: \"Python\",\n expandable: \"false\",\n children: _jsx(_components.pre, {\n className: \"language-python\",\n children: _jsxs(_components.code, {\n className: \"language-python\",\n children: [_jsx(_components.span, {\n className: \"\",\n children: _jsx(_components.span, {\n className: \"token comment\",\n children: \"# pip install pinecone[grpc]\"\n })\n }), \"\\n\", _jsx(_components.span, {\n className: \"\",\n children: _jsx(_components.span, {\n className: \"token comment\",\n children: \"# Serverless index\"\n })\n }), \"\\n\", _jsxs(_components.span, {\n className: \"\",\n children: [_jsx(_components.span, {\n className: 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\"=\"\n }), _jsx(_components.span, {\n className: \"token string\",\n children: \"\\\"YOUR_API_KEY\\\"\"\n }), _jsx(_components.span, {\n className: \"token punctuation\",\n children: \")\"\n })]\n }), \"\\n\", \"\\n\", _jsxs(_components.span, {\n className: \"\",\n children: [\"pc\", _jsx(_components.span, {\n className: \"token punctuation\",\n children: \".\"\n }), \"create_index\", _jsx(_components.span, {\n className: \"token punctuation\",\n children: \"(\"\n })]\n }), \"\\n\", _jsxs(_components.span, {\n className: \"\",\n children: [\" name\", _jsx(_components.span, {\n className: \"token operator\",\n children: \"=\"\n }), _jsx(_components.span, {\n className: \"token string\",\n children: \"\\\"example-index\\\"\"\n }), _jsx(_components.span, {\n className: \"token punctuation\",\n children: \",\"\n })]\n }), \"\\n\", _jsxs(_components.span, {\n className: \"\",\n children: [\" dimension\", _jsx(_components.span, {\n className: \"token operator\",\n children: \"=\"\n }), 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