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12.0047 84.0964 11.9743C84.1803 11.9439 84.2565 11.8954 84.3197 11.8322C84.3829 11.7691 84.4313 11.6929 84.4618 11.6089C84.4922 11.525 84.5039 11.4354 84.4959 11.3465V9.06568C84.5072 8.97454 84.4982 8.88202 84.4694 8.79481C84.4406 8.7076 84.3928 8.62786 84.3294 8.56133C84.2661 8.49481 84.1888 8.44316 84.1031 8.41012C84.0173 8.37707 83.9254 8.36344 83.8337 8.37023H79.6366V7.99633C79.6366 6.17917 80.4296 5.25189 82.2551 5.25189C82.9173 5.25189 83.628 5.42015 83.8749 5.42015C84.2714 5.42015 84.436 5.18834 84.5033 4.792L84.8362 3.07207C84.8693 2.93075 84.8906 2.78692 84.8998 2.64208C84.8924 2.28687 84.6941 2.09245 84.2303 1.99149Z" fill="black"></path><path d="M2.24444 20.6697C0.890296 20.6697 0 21.5259 0 22.9466C0 24.3675 0.894048 25.2275 2.34919 25.2275C3.70334 25.2275 4.59364 24.3375 4.59364 22.9466C4.59364 21.5557 3.69959 20.6697 2.24444 20.6697Z" fill="#7A00E6"></path><path d="M89.0447 1.76611C87.6868 1.76611 86.8003 2.62609 86.8003 4.04691C86.8003 5.46773 87.6944 6.32769 89.1495 6.32769C90.5037 6.32769 91.394 5.43409 91.394 4.04691C91.394 2.65975 90.4962 1.76611 89.0447 1.76611Z" fill="#7A00E6"></path></g><defs><clipPath id="clip0_432_41"><rect width="91" height="32.0667" fill="white" transform="translate(0 0.93335)"></rect></clipPath></defs></svg></div><div class="flex items-center justify-center w-[150px] h-[80px] mx-4"><img alt="Cisco logo" loading="lazy" width="80" height="15" decoding="async" data-nimg="1" class="" style="color:transparent" src="/_next/static/media/Cisco.de266ca0.svg"/></div><div class="flex items-center justify-center w-[150px] h-[80px] mx-4"><img alt="Course Hero logo" loading="lazy" width="136" height="32" decoding="async" data-nimg="1" style="color:transparent" src="/_next/static/media/Course-hero.ebbf37cb.svg"/></div></div></div></div></div></section><section class="bg-white"><div class="container pb-50 md:pb-70 lg:pb-100"><div class="grid grid-cols-1 border border-[#1915e5] bg-alpha2 p-6 sm:p-12 text-white md:grid-template-columns-[200px_1fr]"><div><img alt="Cisco logo" loading="lazy" width="80" height="15" decoding="async" data-nimg="1" class="invert brightness-0" style="color:transparent" src="/_next/static/media/Cisco.de266ca0.svg"/></div><div class="mt-8 flex flex-col px-0 sm:px-20 md:mt-8"><p class="text-base sm:text-xl md:text-[22px] mb-4 sm:mb-0 max-w-full font-light leading-relaxed">At Cisco, we’re not only integrating generative AI capabilities throughout products for our customers, we’re also enabling our employees with the most cutting-edge technologies like Pinecone. By leveraging Pinecone’s industry-leading vector database, our enterprise platform team built an AI assistant that accurately and securely searches through millions of our documents to support our multiple orgs across Cisco.</p><div class="flex gap-4 pt-5 mt-8"><div class="h-12 w-12 sm:h-14 sm:w-14 shrink-0 rounded-full bg-[#1A194C]"><img alt="Sujith Joseph" loading="lazy" width="800" height="800" decoding="async" data-nimg="1" class="rounded-full saturate-0 contrast-125 brightness-110 mix-blend-screen" style="color:transparent" srcSet="/_next/image/?url=%2F_next%2Fstatic%2Fmedia%2Fsujith-joseph.af51cf77.jpeg&w=828&q=75 1x, /_next/image/?url=%2F_next%2Fstatic%2Fmedia%2Fsujith-joseph.af51cf77.jpeg&w=1920&q=75 2x" src="/_next/image/?url=%2F_next%2Fstatic%2Fmedia%2Fsujith-joseph.af51cf77.jpeg&w=1920&q=75"/></div><div><p class="text-sm sm:text-base font-semibold">Sujith Joseph</p><p class="text-sm sm:text-base font-extralight">Principal Engineer, Enterprise AI & Search at Cisco</p></div></div></div></div><a id="homepage-customers-link" class="group flex w-full items-center justify-center gap-2 border border-black/[15%] p-5 font-medium transition-colors hover:border-alpha2/[15%] hover:text-alpha2 mt-5" href="/customers/">Customers <svg width="14" height="14" viewBox="0 0 14 14" fill="none" xmlns="http://www.w3.org/2000/svg"><path d="M12.1406 0.44043H13.0781V1.37793V10.7529V11.6904H11.2031V10.7529V3.64355L2.49219 12.3545L1.82812 13.0186L0.5 11.6904L1.16406 11.0264L9.875 2.31543H2.76562H1.82812V0.44043H2.76562H12.1406Z" class="fill-black group-hover:fill-alpha2"></path></svg></a></div></section><section id="code-examples" class="py-50 md:py-70 lg:py-100 xl:py-150"><div class="container grid grid-cols-1 gap-25 md:grid-cols-2 md:gap-[2.625rem]"><div class="w-full "><h2 class="text-h3/[120%] font-light md:text-[3.375rem]/[120%]">Start and scale <span class="md:block">seamlessly</span></h2><div class="mt-[2.625rem] flex flex-wrap items-start gap-5 xs:gap-x-[2.625rem]"><button class="text-left text-body hover:text-black lg:text-2xl text-black underline decoration-alpha2 underline-offset-4 transition-colors ">Start</button><button class="text-left text-body hover:text-black lg:text-2xl text-[#bebebe] ">Search</button><button class="text-left text-body hover:text-black lg:text-2xl text-[#bebebe] ">Scale</button></div><div class="mt-25 md:max-w-[26.25rem] md:mt-[2.625rem]"><p class="visible "> Create  an  account  and  your  first  index  in  30  seconds,  then  upload  a  few  vector  embeddings  from  any  model…  or  a  few  billion. </p><p class="hidden "> Perform  low-latency  vector  search  to  retrieve  relevant  data  for  search, <a class="underline underline-offset-2 hover:text-alpha2" href="/learn/retrieval-augmented-generation/">RAG</a>,  recommendation,  detection,  and  other  applications. </p><p class="hidden "> Pinecone  is  serverless  so  you  never  have  to  worry  about  managing  or  scaling  the  database. </p></div><a href="https://docs.pinecone.io/docs/quickstart" class="mt-25 inline-block underline underline-offset-2 hover:text-alpha2 md:mt-[2.625rem]">Quickstart Guide ></a></div><div><div><div class="flex justify-between"><div class="mb-4 flex gap-[1.625rem]"><button class="text-base hover:text-black text-black underline underline-offset-4 transition-colors ">Python</button><button class="text-base hover:text-black text-[#bebebe] ">Node</button><button class="text-base hover:text-black text-[#bebebe] ">cURL</button><button class="text-base hover:text-black text-[#bebebe] ">Java</button></div><a href="https://github.com/pinecone-io/pinecone-python-client/blob/main/README.md" class="group flex items-center gap-1 text-black/50 hover:text-black">Docs <svg width="11" height="11" viewBox="0 0 14 14" fill="none" xmlns="http://www.w3.org/2000/svg"><path d="M12.1406 0.44043H13.0781V1.37793V10.7529V11.6904H11.2031V10.7529V3.64355L2.49219 12.3545L1.82812 13.0186L0.5 11.6904L1.16406 11.0264L9.875 2.31543H2.76562H1.82812V0.44043H2.76562H12.1406Z" class="fill-black/50 group-hover:fill-black"></path></svg></a></div><div class="max-w-[40rem] [&>div]:my-0 [&_pre]:!my-0"><div class="codeblock-dark relative my-50 grid w-full rounded-lg bg-alpha3 text-[0.75rem] leading-[1.3125rem]"><pre class="relative language-python overflow-auto"><code class="language-python line-numbers">from pinecone import Pinecone, ServerlessSpec # Create a serverless index # "dimension" needs to match the dimensions of the vectors you upsert pc = Pinecone(api_key="YOUR_API_KEY") pc.create_index(name="products", dimension=1536, spec=ServerlessSpec(cloud='aws', region='us-east-1') ) # Target the index index = pc.Index("products") # Mock vector and metadata objects (you would bring your own) vector = [0.010, 2.34,...] # len(vector) = 1536 metadata = {"id": 3056, "description": "Networked neural adapter"} # Upsert your vector(s) index.upsert( vectors=[ {"id": "some_id", "values": vector, "metadata": metadata} ] ) </code></pre><div class="absolute right-3 top-3 z-[1]"><button aria-label="Copy code to clipboard" class="group rounded-md border p-1.5 transition-opacity hover:opacity-100 border-gray-50/30 hover:border-[#476be3]"><svg xmlns="http://www.w3.org/2000/svg" viewBox="4.25 2.25 15.5 19.5" class="w-4"><path class="fill-gray-50/40 group-hover:fill-[#476be3]" d="M19.53 8 14 2.47a.75.75 0 0 0-.53-.22H11A2.75 2.75 0 0 0 8.25 5v1.25H7A2.75 2.75 0 0 0 4.25 9v10A2.75 2.75 0 0 0 7 21.75h7A2.75 2.75 0 0 0 16.75 19v-1.25H17A2.75 2.75 0 0 0 19.75 15V8.5a.75.75 0 0 0-.22-.5Zm-5.28-3.19 2.94 2.94h-2.94V4.81Zm1 14.19A1.25 1.25 0 0 1 14 20.25H7A1.25 1.25 0 0 1 5.75 19V9A1.25 1.25 0 0 1 7 7.75h1.25V15A2.75 2.75 0 0 0 11 17.75h4.25V19ZM17 16.25h-6A1.25 1.25 0 0 1 9.75 15V5A1.25 1.25 0 0 1 11 3.75h1.75V8.5a.76.76 0 0 0 .75.75h4.75V15A1.25 1.25 0 0 1 17 16.25Z"></path></svg></button></div></div></div></div></div></div></section><div id="solutions-index" class="hidden"><section id="solutions" class="pb-50 md:pb-70 lg:pb-100"><div class="container "><div class="grid overflow-hidden rounded-sm lg:grid-cols-2"><div class="flex flex-col border border-b-0 border-zinc-200 bg-white px-4 py-6 md:p-8 lg:border-b-[1px] lg:border-r-0 lg:p-12"><div class="grid grid-cols-2 gap-0.5"><button class="flex items-center justify-center gap-2 px-6 py-3 transition-colors bg-zinc-800 text-white"><svg width="15" height="15" viewBox="0 0 15 15" fill="none" xmlns="http://www.w3.org/2000/svg"><path d="M10.5625 6.62781C10.5625 5.06921 9.71484 3.64734 8.375 2.85437C7.00781 2.0614 5.33984 2.0614 4 2.85437C2.63281 3.64734 1.8125 5.06921 1.8125 6.62781C1.8125 8.21375 2.63281 9.63562 4 10.4286C5.33984 11.2216 7.00781 11.2216 8.375 10.4286C9.71484 9.63562 10.5625 8.21375 10.5625 6.62781ZM9.71484 11.1122C8.73047 11.8778 7.5 12.3153 6.1875 12.3153C3.04297 12.3153 0.5 9.77234 0.5 6.62781C0.5 3.51062 3.04297 0.940308 6.1875 0.940308C9.30469 0.940308 11.875 3.51062 11.875 6.62781C11.875 7.96765 11.4102 9.19812 10.6445 10.1825L14.0352 13.5731L14.5 14.038L13.5703 14.9403L13.1055 14.4755L9.71484 11.0848V11.1122Z" class="fill-white shrink-0"></path></svg>Search</button><button class="flex items-center justify-center gap-2 px-6 py-3 bg-zinc-100 text-zinc-500 hover:bg-zinc-200"><svg width="15" height="14" viewBox="0 0 15 14" fill="none" xmlns="http://www.w3.org/2000/svg"><path d="M1.8125 1.47156V11.7528H13.8438H14.5V13.0653H13.8438H1.15625H0.5V12.4091V1.47156V0.815308H1.8125V1.47156ZM9.90625 3.44031H12.9688H13.625V4.09656V7.15906V7.81531H12.3125V7.15906V5.6825L9.27734 8.71765L8.8125 9.1825L8.34766 8.71765L6.1875 6.5575L4.46484 8.28015L4 8.745L3.07031 7.84265L3.53516 7.37781L5.72266 5.19031L6.1875 4.72546L6.65234 5.19031L8.8125 7.35046L11.3828 4.75281H9.90625H9.25V3.44031H9.90625Z" class="fill-zinc-500 shrink-0"></path></svg>Scale</button></div><div class="mt-12"><h2 class="text-[2rem]/[115%] font-light md:text-[2.5rem]/[115%]">Search and scale seamlessly</h2><p class="mt-6 ">Perform low-latency vector search to retrieve relevant data for search, <a class="cursor-pointer underline-offset-4 transition-colors duration-200 hover:opacity-50 text-black underline" href="/learn/retrieval-augmented-generation/">RAG</a>, recommendation, detection, and other applications.</p><a href="https://docs.pinecone.io/docs/quickstart" class="group mt-12 inline-flex items-center gap-5 rounded-sm border border-zinc-200 px-5 py-4 text-zinc-800 hover:text-alpha2"><svg width="13" height="15" viewBox="0 0 13 15" fill="none" xmlns="http://www.w3.org/2000/svg"><path d="M0 2.84656C0 1.53406 1.06641 0.440308 2.40625 0.440308H11.5938H12.25V1.09656V10.7216V11.3778H11.5938H11.375V13.1278H11.5938H12.25V14.4403H11.5938H2.1875C0.957031 14.4403 0 13.4833 0 12.2528C0 12.1981 0 12.1161 0 12.0341V2.84656ZM2.1875 11.3778C1.69531 11.3778 1.3125 11.788 1.3125 12.2528C1.3125 12.745 1.69531 13.1278 2.1875 13.1278H10.0625V11.3778H2.1875ZM1.3125 10.2567C1.55859 10.1473 1.85938 10.0653 2.1875 10.0653H10.9375V1.75281H2.40625C1.77734 1.75281 1.3125 2.245 1.3125 2.84656V10.2567ZM4.15625 3.50281H8.96875H9.625V4.81531H8.96875H4.15625H3.5V3.50281H4.15625ZM4.15625 5.69031H8.96875H9.625V7.00281H8.96875H4.15625H3.5V5.69031H4.15625Z" class="fill-[#27272A] transition-colors group-hover:fill-alpha2"></path></svg>Quickstart Guide</a></div></div><div class="relative flex flex-col overflow-hidden border border-zinc-200 bg-zinc-50 "><div class="flex items-center justify-between p-3"><div class="ml-auto flex items-center gap-4"><a href="https://docs.pinecone.io/guides/get-started/quickstart" target="_blank" class="group flex items-center gap-1 text-sm/[120%] text-zinc-500 transition-colors hover:text-zinc-900">Docs <svg width="10" height="10" viewBox="0 0 14 14" fill="none" xmlns="http://www.w3.org/2000/svg"><path d="M12.1406 0.44043H13.0781V1.37793V10.7529V11.6904H11.2031V10.7529V3.64355L2.49219 12.3545L1.82812 13.0186L0.5 11.6904L1.16406 11.0264L9.875 2.31543H2.76562H1.82812V0.44043H2.76562H12.1406Z" class="fill-zinc-500 transition-colors group-hover:fill-zinc-900"></path></svg></a><button id="codeblock-copy-btn-solutions-search-python" class="flex h-11 w-11 shrink-0 items-center justify-center rounded-sm border border-zinc-300 bg-white"><svg width="15" height="16" viewBox="0 0 15 16" fill="none" xmlns="http://www.w3.org/2000/svg" class="shrink-0"><path d="M12.6562 10.7188V4.27344L10.6641 2.28125H6.09375V10.7188H12.6562ZM14.0625 3.6875V10.7188V12.125H12.6562H6.09375H4.6875V10.7188V2.28125V0.875H6.09375H11.25L14.0625 3.6875ZM2.34375 4.625H3.75V6.03125H2.34375V14.4688H8.90625V13.0625H10.3125V14.4688V15.875H8.90625H2.34375H0.9375V14.4688V6.03125V4.625H2.34375Z" fill="#18181B"></path></svg></button></div></div><div class="codeblock-light flex grow border-t border-zinc-200 text-[0.75rem]"><pre class="relative h-full overflow-auto !bg-zinc-50 language-python" tabindex="0"><code class="language-python line-numbers"># Mock vectorized search query (vectorize with LLM of choice) query = [0.13, 0.45, 1.34, ...] # len(query) = 1536, same as the indexed vectors # Send query with (optional) filter to index and get back 1 result (top_k=1) index.query( vector=query, filter={"description": {"$eq": "Networked neural adapter"}}, top_k=1 ) </code></pre></div></div></div></div></section></div><section class="bg-white"><div class="container py-50 text-black md:py-100"><h2 class="max-w-[44.5625rem] text-h3/[120%] font-light md:text-[3.375rem]/[120%]">More relevant results make better applications</h2><div class="mt-50 grid grid-cols-1 gap-x-8 gap-y-50 xxs:grid-cols-2 lg:mt-20 lg:grid-cols-4 lg:gap-x-12 lg:gap-y-20"><div class="space-y-6"><div class="flex h-24 w-24 items-center justify-center bg-alpha3"><svg width="32" height="25" viewBox="0 0 32 25" fill="none" xmlns="http://www.w3.org/2000/svg"><path d="M9 12.1904V17.6904L13 20.4404V12.1904V11.4404L13.4375 10.8779L20 3.44043V2.19043H2V3.44043L8.5 10.8779L9 11.4404V12.1904ZM7 12.1904L0 4.19043V2.19043V0.19043H2H20H22V2.19043V4.19043L15 12.1904V21.8154V24.1904L13 22.8154L7 18.6904V12.1904ZM24 1.19043H25H31H32V3.19043H31H25H24V1.19043ZM21 11.1904H31H32V13.1904H31H21H20V11.1904H21ZM21 21.1904H31H32V23.1904H31H21H20V21.1904H21Z" fill="#1C17FF"></path></svg></div><h3 class="text-2xl font-normal md:text-[2rem]/[130%]">Filter by<br/>metadata</h3><p class="text-base md:text-lg/[150%]">Combine vector search with familiar <a href="https://docs.pinecone.io/docs/metadata-filtering" class="text-black underline hover:opacity-60">metadata filters</a> to get just the results you want.</p></div><div class="space-y-6"><div class="flex h-24 w-24 items-center justify-center bg-alpha3"><svg width="32" height="29" viewBox="0 0 32 29" fill="none" xmlns="http://www.w3.org/2000/svg"><path d="M2 0.19043H14L17 4.19043H30H32V6.19043V26.1904V28.1904H30H2H0V26.1904V2.19043V0.19043H2ZM17 6.19043H16L15.375 5.44043L13 2.19043H2V26.1904H30V6.19043H17ZM15 19.1904C16.375 19.1904 17.6875 18.4404 18.4375 17.1904C19.125 16.0029 19.125 14.4404 18.4375 13.1904C17.6875 12.0029 16.375 11.1904 15 11.1904C13.5625 11.1904 12.25 12.0029 11.5 13.1904C10.8125 14.4404 10.8125 16.0029 11.5 17.1904C12.25 18.4404 13.5625 19.1904 15 19.1904ZM15 21.1904C11.6875 21.1904 9 18.5029 9 15.1904C9 11.8779 11.6875 9.19043 15 9.19043C18.3125 9.19043 21 11.8779 21 15.1904C21 16.5029 20.5625 17.6904 19.875 18.6904L22.6875 21.5029L23.375 22.2529L22 23.6279L21.25 22.9404L18.4375 20.1279C17.4375 20.8154 16.25 21.1904 15 21.1904Z" fill="#1C17FF"></path></svg></div><h3 class="text-2xl font-normal md:text-[2rem]/[130%]">Find<br/>context</h3><p class="text-base md:text-lg/[150%]">Fast and <a href="blog/rag-study" class="text-black underline hover:opacity-60">accurate vector search</a> over all your data.</p></div><div class="space-y-6"><div class="flex h-24 w-24 items-center justify-center bg-alpha3"><svg width="28" height="29" viewBox="0 0 28 29" fill="none" xmlns="http://www.w3.org/2000/svg"><path d="M2.125 12.1904H0.125C1.0625 5.44043 6.9375 0.19043 14 0.19043C19.0625 0.19043 23.5 2.94043 26 7.00293V3.19043V2.19043H28V3.19043V9.19043V10.1904H27.375H27H25.3125H21H20V8.19043H21H24.375C22.3125 4.62793 18.4375 2.19043 14 2.19043C8 2.19043 3.0625 6.56543 2.125 12.1904ZM14 26.1904C19.9375 26.1904 24.875 21.8779 25.8125 16.1904H27.8125C26.875 23.0029 21 28.1904 14 28.1904C8.875 28.1904 4.4375 25.5029 2 21.4404V25.1904V26.1904H0V25.1904V19.1904V18.1904H0.5625H1H2.625H7H8V20.1904H7H3.5625C5.625 23.8154 9.5 26.1904 14 26.1904Z" fill="#1C17FF"></path></svg></div><h3 class="text-2xl font-normal md:text-[2rem]/[130%]">Update in<br/>real time</h3><p class="text-base md:text-lg/[150%]">As your data changes, the Pinecone index is updated in realtime to provide the freshest results.</p></div><div class="space-y-6"><div class="flex h-24 w-24 items-center justify-center bg-alpha3"><svg width="34" height="33" viewBox="0 0 34 33" fill="none" xmlns="http://www.w3.org/2000/svg"><path d="M17 2.19043C11.9375 2.19043 7.375 4.87793 4.875 9.19043C2.3125 13.5654 2.3125 18.8779 4.875 23.1904C7.375 27.5654 11.9375 30.1904 17 30.1904C22 30.1904 26.5625 27.5654 29.0625 23.1904C31.625 18.8779 31.625 13.5654 29.0625 9.19043C26.5625 4.87793 22 2.19043 17 2.19043ZM17 32.1904C11.25 32.1904 6 29.1904 3.125 24.1904C0.25 19.2529 0.25 13.1904 3.125 8.19043C6 3.25293 11.25 0.19043 17 0.19043C22.6875 0.19043 27.9375 3.25293 30.8125 8.19043C33.6875 13.1904 33.6875 19.2529 30.8125 24.1904C27.9375 29.1904 22.6875 32.1904 17 32.1904ZM23.6875 12.9404L15.6875 20.9404L15 21.6279L14.25 20.9404L10.25 16.9404L9.5625 16.1904L11 14.8154L11.6875 15.5029L15 18.8154L22.25 11.5029L23 10.8154L24.375 12.1904L23.6875 12.9404Z" fill="#1C17FF"></path></svg></div><h3 class="text-2xl font-normal md:text-[2rem]/[130%]">Make (the right)<br/>keywords matter</h3><p class="text-base md:text-lg/[150%]">Combine vector search with keyword boosting for the best of both worlds (<a href="https://docs.pinecone.io/docs/hybrid-search" class="text-black underline hover:opacity-60">hybrid search</a>).</p></div></div></div></section><section class="bg-white py-50 md:py-70 lg:py-100"><div class="container"><div class="grid justify-center bg-[#F1F5F8] px-8 md:grid-cols-3 md:px-0 md:py-16"><div class="border-b border-[#A2A5AD] p-8 text-center last:border-none md:border-b-0 md:border-r md:py-0"><h3 class="text-h2/[100%] font-light text-[#1F1F33] xl:text-[4rem]/[100%]">30k+</h3><p class="mt-5 text-lg text-[#1F1F33] lg:text-xl/[120%] xl:mt-8 font-light">organizations</p></div><div class="border-b border-[#A2A5AD] p-8 text-center last:border-none md:border-b-0 md:border-r md:py-0"><h3 class="text-h2/[100%] font-light text-[#1F1F33] xl:text-[4rem]/[100%]">96%</h3><p class="mt-5 text-lg text-[#1F1F33] lg:text-xl/[120%] xl:mt-8 font-light">recall<sup>*</sup></p></div><div class="border-b border-[#A2A5AD] p-8 text-center last:border-none md:border-b-0 md:border-r md:py-0"><h3 class="text-h2/[100%] font-light text-[#1F1F33] xl:text-[4rem]/[100%]">51ms</h3><p class="mt-5 text-lg text-[#1F1F33] lg:text-xl/[120%] xl:mt-8 font-light">query latency (p95)<sup>*</sup></p></div></div><img alt="benchmark graphic" loading="lazy" width="2624" height="1527" decoding="async" data-nimg="1" class="mt-5" style="color:transparent" srcSet="/_next/image/?url=%2F_next%2Fstatic%2Fmedia%2Flatency-serverless-benchmark-chart.30a6b619.png&w=3840&q=75 1x" src="/_next/image/?url=%2F_next%2Fstatic%2Fmedia%2Flatency-serverless-benchmark-chart.30a6b619.png&w=3840&q=75"/><div class="text-black text-opacity-50 text-sm font-normal leading-none mt-5"><sup>*</sup>Performance with MSMarco V2 dataset of 138M embeddings (1536 dimensions)</div></div></section><section class="bg-white py-50 md:py-70 lg:py-100"><div class="container text-center"><h2 class="text-h3/[120%] font-light md:text-[3.375rem]/[120%]">Part of the developer-favorite AI stack</h2><p class="mt-5 text-lg/[150%] md:text-2xl/[150%]">Use Pinecone with your favorite cloud provider, data sources, models, frameworks, and more.</p><div class="mt-50 grid grid-cols-2 gap-2.5 sm:grid-cols-3 md:flex md:flex-wrap md:justify-center md:gap-5 lg:mt-20 xl:grid xl:grid-cols-6"><div class="flex h-[5.5rem] w-full items-center justify-center rounded-5 bg-[#F5F5F5] p-2.5 xs:h-[7.125rem] xs:p-25 md:max-w-[12.625rem] xl:max-w-none"><img alt="Amazon Web Services" loading="lazy" width="1200" height="718" decoding="async" data-nimg="1" class="h-auto w-[3rem] xs:w-[4rem]" style="color:transparent" sizes="64px" srcSet="/_next/image/?url=%2F_next%2Fstatic%2Fmedia%2Faws-logo.c56d2f52.png&w=16&q=100 16w, /_next/image/?url=%2F_next%2Fstatic%2Fmedia%2Faws-logo.c56d2f52.png&w=32&q=100 32w, /_next/image/?url=%2F_next%2Fstatic%2Fmedia%2Faws-logo.c56d2f52.png&w=48&q=100 48w, /_next/image/?url=%2F_next%2Fstatic%2Fmedia%2Faws-logo.c56d2f52.png&w=64&q=100 64w, /_next/image/?url=%2F_next%2Fstatic%2Fmedia%2Faws-logo.c56d2f52.png&w=96&q=100 96w, 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src="/_next/image/?url=%2F_next%2Fstatic%2Fmedia%2Faws-logo.c56d2f52.png&w=3840&q=100"/></div><div class="flex h-[5.5rem] w-full items-center justify-center rounded-5 bg-[#F5F5F5] p-2.5 xs:h-[7.125rem] xs:p-25 md:max-w-[12.625rem] xl:max-w-none"><img alt="Microsoft Azure" loading="lazy" width="600" height="566" decoding="async" data-nimg="1" class="h-auto w-[2.25rem] xs:w-[3rem]" style="color:transparent" sizes="64px" srcSet="/_next/image/?url=%2F_next%2Fstatic%2Fmedia%2Fazure-logo.77825207.png&w=16&q=100 16w, /_next/image/?url=%2F_next%2Fstatic%2Fmedia%2Fazure-logo.77825207.png&w=32&q=100 32w, /_next/image/?url=%2F_next%2Fstatic%2Fmedia%2Fazure-logo.77825207.png&w=48&q=100 48w, /_next/image/?url=%2F_next%2Fstatic%2Fmedia%2Fazure-logo.77825207.png&w=64&q=100 64w, /_next/image/?url=%2F_next%2Fstatic%2Fmedia%2Fazure-logo.77825207.png&w=96&q=100 96w, /_next/image/?url=%2F_next%2Fstatic%2Fmedia%2Fazure-logo.77825207.png&w=128&q=100 128w, /_next/image/?url=%2F_next%2Fstatic%2Fmedia%2Fazure-logo.77825207.png&w=256&q=100 256w, /_next/image/?url=%2F_next%2Fstatic%2Fmedia%2Fazure-logo.77825207.png&w=384&q=100 384w, /_next/image/?url=%2F_next%2Fstatic%2Fmedia%2Fazure-logo.77825207.png&w=640&q=100 640w, /_next/image/?url=%2F_next%2Fstatic%2Fmedia%2Fazure-logo.77825207.png&w=750&q=100 750w, /_next/image/?url=%2F_next%2Fstatic%2Fmedia%2Fazure-logo.77825207.png&w=828&q=100 828w, /_next/image/?url=%2F_next%2Fstatic%2Fmedia%2Fazure-logo.77825207.png&w=1080&q=100 1080w, /_next/image/?url=%2F_next%2Fstatic%2Fmedia%2Fazure-logo.77825207.png&w=1200&q=100 1200w, /_next/image/?url=%2F_next%2Fstatic%2Fmedia%2Fazure-logo.77825207.png&w=1920&q=100 1920w, /_next/image/?url=%2F_next%2Fstatic%2Fmedia%2Fazure-logo.77825207.png&w=2048&q=100 2048w, /_next/image/?url=%2F_next%2Fstatic%2Fmedia%2Fazure-logo.77825207.png&w=3840&q=100 3840w" src="/_next/image/?url=%2F_next%2Fstatic%2Fmedia%2Fazure-logo.77825207.png&w=3840&q=100"/></div><div class="flex h-[5.5rem] w-full items-center justify-center rounded-5 bg-[#F5F5F5] p-2.5 xs:h-[7.125rem] xs:p-25 md:max-w-[12.625rem] xl:max-w-none"><img alt="GCP" loading="lazy" width="440" height="78" decoding="async" data-nimg="1" class="h-auto w-[6.5rem] xs:w-[9rem]" style="color:transparent" sizes="112px" srcSet="/_next/image/?url=%2F_next%2Fstatic%2Fmedia%2Fgoogle-cloud.0c11b1e3.png&w=16&q=100 16w, /_next/image/?url=%2F_next%2Fstatic%2Fmedia%2Fgoogle-cloud.0c11b1e3.png&w=32&q=100 32w, /_next/image/?url=%2F_next%2Fstatic%2Fmedia%2Fgoogle-cloud.0c11b1e3.png&w=48&q=100 48w, /_next/image/?url=%2F_next%2Fstatic%2Fmedia%2Fgoogle-cloud.0c11b1e3.png&w=64&q=100 64w, /_next/image/?url=%2F_next%2Fstatic%2Fmedia%2Fgoogle-cloud.0c11b1e3.png&w=96&q=100 96w, /_next/image/?url=%2F_next%2Fstatic%2Fmedia%2Fgoogle-cloud.0c11b1e3.png&w=128&q=100 128w, /_next/image/?url=%2F_next%2Fstatic%2Fmedia%2Fgoogle-cloud.0c11b1e3.png&w=256&q=100 256w, /_next/image/?url=%2F_next%2Fstatic%2Fmedia%2Fgoogle-cloud.0c11b1e3.png&w=384&q=100 384w, /_next/image/?url=%2F_next%2Fstatic%2Fmedia%2Fgoogle-cloud.0c11b1e3.png&w=640&q=100 640w, /_next/image/?url=%2F_next%2Fstatic%2Fmedia%2Fgoogle-cloud.0c11b1e3.png&w=750&q=100 750w, /_next/image/?url=%2F_next%2Fstatic%2Fmedia%2Fgoogle-cloud.0c11b1e3.png&w=828&q=100 828w, /_next/image/?url=%2F_next%2Fstatic%2Fmedia%2Fgoogle-cloud.0c11b1e3.png&w=1080&q=100 1080w, /_next/image/?url=%2F_next%2Fstatic%2Fmedia%2Fgoogle-cloud.0c11b1e3.png&w=1200&q=100 1200w, /_next/image/?url=%2F_next%2Fstatic%2Fmedia%2Fgoogle-cloud.0c11b1e3.png&w=1920&q=100 1920w, /_next/image/?url=%2F_next%2Fstatic%2Fmedia%2Fgoogle-cloud.0c11b1e3.png&w=2048&q=100 2048w, /_next/image/?url=%2F_next%2Fstatic%2Fmedia%2Fgoogle-cloud.0c11b1e3.png&w=3840&q=100 3840w" src="/_next/image/?url=%2F_next%2Fstatic%2Fmedia%2Fgoogle-cloud.0c11b1e3.png&w=3840&q=100"/></div><div class="flex h-[5.5rem] w-full items-center justify-center rounded-5 bg-[#F5F5F5] p-2.5 xs:h-[7.125rem] xs:p-25 md:max-w-[12.625rem] xl:max-w-none"><img alt="Anyscale" loading="lazy" width="141" height="33" decoding="async" data-nimg="1" class="h-auto w-[5rem] xs:w-[7rem]" style="color:transparent" src="/_next/static/media/anyscale-logo.d7b077c8.svg"/></div><div class="flex h-[5.5rem] w-full items-center justify-center rounded-5 bg-[#F5F5F5] p-2.5 xs:h-[7.125rem] xs:p-25 md:max-w-[12.625rem] xl:max-w-none"><img alt="OpenAI" loading="lazy" width="1180" height="320" decoding="async" data-nimg="1" class="h-auto w-[5.5rem] xs:w-[8rem]" style="color:transparent" src="/_next/static/media/openai-logo.2b7cea66.svg"/></div><div class="flex h-[5.5rem] w-full items-center justify-center rounded-5 bg-[#F5F5F5] p-2.5 xs:h-[7.125rem] xs:p-25 md:max-w-[12.625rem] xl:max-w-none"><img alt="Cohere" loading="lazy" width="400" height="67" decoding="async" data-nimg="1" class="h-auto w-[5rem] xs:w-[7rem]" style="color:transparent" sizes="112px" srcSet="/_next/image/?url=%2F_next%2Fstatic%2Fmedia%2Fcohere.7610df1a.png&w=16&q=100 16w, /_next/image/?url=%2F_next%2Fstatic%2Fmedia%2Fcohere.7610df1a.png&w=32&q=100 32w, /_next/image/?url=%2F_next%2Fstatic%2Fmedia%2Fcohere.7610df1a.png&w=48&q=100 48w, /_next/image/?url=%2F_next%2Fstatic%2Fmedia%2Fcohere.7610df1a.png&w=64&q=100 64w, /_next/image/?url=%2F_next%2Fstatic%2Fmedia%2Fcohere.7610df1a.png&w=96&q=100 96w, /_next/image/?url=%2F_next%2Fstatic%2Fmedia%2Fcohere.7610df1a.png&w=128&q=100 128w, /_next/image/?url=%2F_next%2Fstatic%2Fmedia%2Fcohere.7610df1a.png&w=256&q=100 256w, /_next/image/?url=%2F_next%2Fstatic%2Fmedia%2Fcohere.7610df1a.png&w=384&q=100 384w, /_next/image/?url=%2F_next%2Fstatic%2Fmedia%2Fcohere.7610df1a.png&w=640&q=100 640w, /_next/image/?url=%2F_next%2Fstatic%2Fmedia%2Fcohere.7610df1a.png&w=750&q=100 750w, /_next/image/?url=%2F_next%2Fstatic%2Fmedia%2Fcohere.7610df1a.png&w=828&q=100 828w, /_next/image/?url=%2F_next%2Fstatic%2Fmedia%2Fcohere.7610df1a.png&w=1080&q=100 1080w, /_next/image/?url=%2F_next%2Fstatic%2Fmedia%2Fcohere.7610df1a.png&w=1200&q=100 1200w, /_next/image/?url=%2F_next%2Fstatic%2Fmedia%2Fcohere.7610df1a.png&w=1920&q=100 1920w, /_next/image/?url=%2F_next%2Fstatic%2Fmedia%2Fcohere.7610df1a.png&w=2048&q=100 2048w, /_next/image/?url=%2F_next%2Fstatic%2Fmedia%2Fcohere.7610df1a.png&w=3840&q=100 3840w" src="/_next/image/?url=%2F_next%2Fstatic%2Fmedia%2Fcohere.7610df1a.png&w=3840&q=100"/></div><div class="flex h-[5.5rem] w-full items-center justify-center rounded-5 bg-[#F5F5F5] p-2.5 xs:h-[7.125rem] xs:p-25 md:max-w-[12.625rem] xl:max-w-none"><img alt="Pulumi" loading="lazy" width="121" height="31" decoding="async" data-nimg="1" class="h-auto w-[5.5rem] xs:w-[7rem]" style="color:transparent" src="/_next/static/media/pulumi-logo.151d5c0d.svg"/></div><div class="flex h-[5.5rem] w-full items-center justify-center rounded-5 bg-[#F5F5F5] p-2.5 xs:h-[7.125rem] xs:p-25 md:max-w-[12.625rem] xl:max-w-none"><img alt="Hugging Face" loading="lazy" width="95" height="88" decoding="async" data-nimg="1" class="h-auto w-[2.5rem] xs:w-[3.25rem]" style="color:transparent" src="/_next/static/media/huggingface_logo.4539e1ae.svg"/></div><div class="flex h-[5.5rem] w-full items-center justify-center rounded-5 bg-[#F5F5F5] p-2.5 xs:h-[7.125rem] xs:p-25 md:max-w-[12.625rem] xl:max-w-none"><img alt="Vercel" loading="lazy" width="284" height="65" decoding="async" data-nimg="1" class="h-auto w-[5rem] xs:w-[7rem]" style="color:transparent" src="/_next/static/media/vercel_logo.bab0aeaf.svg"/></div><div class="flex h-[5.5rem] w-full items-center justify-center rounded-5 bg-[#F5F5F5] p-2.5 xs:h-[7.125rem] xs:p-25 md:max-w-[12.625rem] xl:max-w-none"><img alt="Langchain" loading="lazy" width="500" height="78" decoding="async" data-nimg="1" class="h-auto w-[6.5rem] xs:w-[8.5rem]" style="color:transparent" sizes="136px" srcSet="/_next/image/?url=%2F_next%2Fstatic%2Fmedia%2Flangchain-logo.9dc25b2c.png&w=16&q=100 16w, /_next/image/?url=%2F_next%2Fstatic%2Fmedia%2Flangchain-logo.9dc25b2c.png&w=32&q=100 32w, /_next/image/?url=%2F_next%2Fstatic%2Fmedia%2Flangchain-logo.9dc25b2c.png&w=48&q=100 48w, /_next/image/?url=%2F_next%2Fstatic%2Fmedia%2Flangchain-logo.9dc25b2c.png&w=64&q=100 64w, /_next/image/?url=%2F_next%2Fstatic%2Fmedia%2Flangchain-logo.9dc25b2c.png&w=96&q=100 96w, /_next/image/?url=%2F_next%2Fstatic%2Fmedia%2Flangchain-logo.9dc25b2c.png&w=128&q=100 128w, /_next/image/?url=%2F_next%2Fstatic%2Fmedia%2Flangchain-logo.9dc25b2c.png&w=256&q=100 256w, /_next/image/?url=%2F_next%2Fstatic%2Fmedia%2Flangchain-logo.9dc25b2c.png&w=384&q=100 384w, /_next/image/?url=%2F_next%2Fstatic%2Fmedia%2Flangchain-logo.9dc25b2c.png&w=640&q=100 640w, /_next/image/?url=%2F_next%2Fstatic%2Fmedia%2Flangchain-logo.9dc25b2c.png&w=750&q=100 750w, /_next/image/?url=%2F_next%2Fstatic%2Fmedia%2Flangchain-logo.9dc25b2c.png&w=828&q=100 828w, /_next/image/?url=%2F_next%2Fstatic%2Fmedia%2Flangchain-logo.9dc25b2c.png&w=1080&q=100 1080w, /_next/image/?url=%2F_next%2Fstatic%2Fmedia%2Flangchain-logo.9dc25b2c.png&w=1200&q=100 1200w, /_next/image/?url=%2F_next%2Fstatic%2Fmedia%2Flangchain-logo.9dc25b2c.png&w=1920&q=100 1920w, /_next/image/?url=%2F_next%2Fstatic%2Fmedia%2Flangchain-logo.9dc25b2c.png&w=2048&q=100 2048w, /_next/image/?url=%2F_next%2Fstatic%2Fmedia%2Flangchain-logo.9dc25b2c.png&w=3840&q=100 3840w" src="/_next/image/?url=%2F_next%2Fstatic%2Fmedia%2Flangchain-logo.9dc25b2c.png&w=3840&q=100"/></div><div class="flex h-[5.5rem] w-full items-center justify-center rounded-5 bg-[#F5F5F5] p-2.5 xs:h-[7.125rem] xs:p-25 md:max-w-[12.625rem] xl:max-w-none"><img alt="Llama Index" loading="lazy" width="282" height="90" decoding="async" data-nimg="1" class="h-auto w-[6.5rem] xs:w-[8.5rem]" style="color:transparent" sizes="136px" srcSet="/_next/image/?url=%2F_next%2Fstatic%2Fmedia%2Fllama-index.874d0715.png&w=16&q=100 16w, /_next/image/?url=%2F_next%2Fstatic%2Fmedia%2Fllama-index.874d0715.png&w=32&q=100 32w, /_next/image/?url=%2F_next%2Fstatic%2Fmedia%2Fllama-index.874d0715.png&w=48&q=100 48w, /_next/image/?url=%2F_next%2Fstatic%2Fmedia%2Fllama-index.874d0715.png&w=64&q=100 64w, /_next/image/?url=%2F_next%2Fstatic%2Fmedia%2Fllama-index.874d0715.png&w=96&q=100 96w, /_next/image/?url=%2F_next%2Fstatic%2Fmedia%2Fllama-index.874d0715.png&w=128&q=100 128w, /_next/image/?url=%2F_next%2Fstatic%2Fmedia%2Fllama-index.874d0715.png&w=256&q=100 256w, /_next/image/?url=%2F_next%2Fstatic%2Fmedia%2Fllama-index.874d0715.png&w=384&q=100 384w, /_next/image/?url=%2F_next%2Fstatic%2Fmedia%2Fllama-index.874d0715.png&w=640&q=100 640w, /_next/image/?url=%2F_next%2Fstatic%2Fmedia%2Fllama-index.874d0715.png&w=750&q=100 750w, /_next/image/?url=%2F_next%2Fstatic%2Fmedia%2Fllama-index.874d0715.png&w=828&q=100 828w, /_next/image/?url=%2F_next%2Fstatic%2Fmedia%2Fllama-index.874d0715.png&w=1080&q=100 1080w, /_next/image/?url=%2F_next%2Fstatic%2Fmedia%2Fllama-index.874d0715.png&w=1200&q=100 1200w, /_next/image/?url=%2F_next%2Fstatic%2Fmedia%2Fllama-index.874d0715.png&w=1920&q=100 1920w, /_next/image/?url=%2F_next%2Fstatic%2Fmedia%2Fllama-index.874d0715.png&w=2048&q=100 2048w, /_next/image/?url=%2F_next%2Fstatic%2Fmedia%2Fllama-index.874d0715.png&w=3840&q=100 3840w" src="/_next/image/?url=%2F_next%2Fstatic%2Fmedia%2Fllama-index.874d0715.png&w=3840&q=100"/></div><div class="flex h-[5.5rem] w-full items-center justify-center rounded-5 bg-[#F5F5F5] p-2.5 xs:h-[7.125rem] xs:p-25 md:max-w-[12.625rem] xl:max-w-none"><img alt="Haystack" loading="lazy" width="178" height="47" decoding="async" data-nimg="1" class="h-auto w-[6rem] xs:w-[8rem]" style="color:transparent" src="/_next/static/media/haystack-logo-cropped.25acbae9.svg"/></div><div class="flex h-[5.5rem] w-full items-center justify-center rounded-5 bg-[#F5F5F5] p-2.5 xs:h-[7.125rem] xs:p-25 md:max-w-[12.625rem] xl:max-w-none"><img alt="Databricks" loading="lazy" width="1200" height="630" decoding="async" data-nimg="1" class="h-auto w-[6rem] xs:w-[7rem]" style="color:transparent" sizes="112px" srcSet="/_next/image/?url=%2F_next%2Fstatic%2Fmedia%2Fdatabricks-logo.e1af4cd3.png&w=16&q=100 16w, /_next/image/?url=%2F_next%2Fstatic%2Fmedia%2Fdatabricks-logo.e1af4cd3.png&w=32&q=100 32w, /_next/image/?url=%2F_next%2Fstatic%2Fmedia%2Fdatabricks-logo.e1af4cd3.png&w=48&q=100 48w, /_next/image/?url=%2F_next%2Fstatic%2Fmedia%2Fdatabricks-logo.e1af4cd3.png&w=64&q=100 64w, /_next/image/?url=%2F_next%2Fstatic%2Fmedia%2Fdatabricks-logo.e1af4cd3.png&w=96&q=100 96w, /_next/image/?url=%2F_next%2Fstatic%2Fmedia%2Fdatabricks-logo.e1af4cd3.png&w=128&q=100 128w, /_next/image/?url=%2F_next%2Fstatic%2Fmedia%2Fdatabricks-logo.e1af4cd3.png&w=256&q=100 256w, /_next/image/?url=%2F_next%2Fstatic%2Fmedia%2Fdatabricks-logo.e1af4cd3.png&w=384&q=100 384w, /_next/image/?url=%2F_next%2Fstatic%2Fmedia%2Fdatabricks-logo.e1af4cd3.png&w=640&q=100 640w, /_next/image/?url=%2F_next%2Fstatic%2Fmedia%2Fdatabricks-logo.e1af4cd3.png&w=750&q=100 750w, /_next/image/?url=%2F_next%2Fstatic%2Fmedia%2Fdatabricks-logo.e1af4cd3.png&w=828&q=100 828w, /_next/image/?url=%2F_next%2Fstatic%2Fmedia%2Fdatabricks-logo.e1af4cd3.png&w=1080&q=100 1080w, /_next/image/?url=%2F_next%2Fstatic%2Fmedia%2Fdatabricks-logo.e1af4cd3.png&w=1200&q=100 1200w, /_next/image/?url=%2F_next%2Fstatic%2Fmedia%2Fdatabricks-logo.e1af4cd3.png&w=1920&q=100 1920w, /_next/image/?url=%2F_next%2Fstatic%2Fmedia%2Fdatabricks-logo.e1af4cd3.png&w=2048&q=100 2048w, /_next/image/?url=%2F_next%2Fstatic%2Fmedia%2Fdatabricks-logo.e1af4cd3.png&w=3840&q=100 3840w" src="/_next/image/?url=%2F_next%2Fstatic%2Fmedia%2Fdatabricks-logo.e1af4cd3.png&w=3840&q=100"/></div><div class="flex h-[5.5rem] w-full items-center justify-center rounded-5 bg-[#F5F5F5] p-2.5 xs:h-[7.125rem] xs:p-25 md:max-w-[12.625rem] xl:max-w-none"><img alt="Snowflake" loading="lazy" width="184" height="44" decoding="async" data-nimg="1" class="h-auto w-[6rem] xs:w-[8rem]" style="color:transparent" src="/_next/static/media/snowflake-logo.7a9dd7a5.svg"/></div><div class="flex h-[5.5rem] w-full items-center justify-center rounded-5 bg-[#F5F5F5] p-2.5 xs:h-[7.125rem] xs:p-25 md:max-w-[12.625rem] xl:max-w-none"><img alt="Confluent" loading="lazy" width="150" height="25" decoding="async" data-nimg="1" class="h-auto w-full xs:w-full" style="color:transparent" src="/_next/static/media/confluent-logo.ee58556b.svg"/></div><div class="flex h-[5.5rem] w-full items-center justify-center rounded-5 bg-[#F5F5F5] p-2.5 xs:h-[7.125rem] xs:p-25 md:max-w-[12.625rem] xl:max-w-none"><img alt="Airbyte" loading="lazy" width="500" height="138" decoding="async" data-nimg="1" class="h-auto w-[5.5rem] xs:w-[7.5rem]" style="color:transparent" sizes="120px" srcSet="/_next/image/?url=%2F_next%2Fstatic%2Fmedia%2Fairbyte-logo.b3f0d416.png&w=16&q=100 16w, /_next/image/?url=%2F_next%2Fstatic%2Fmedia%2Fairbyte-logo.b3f0d416.png&w=32&q=100 32w, 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/_next/image/?url=%2F_next%2Fstatic%2Fmedia%2Fairbyte-logo.b3f0d416.png&w=1920&q=100 1920w, /_next/image/?url=%2F_next%2Fstatic%2Fmedia%2Fairbyte-logo.b3f0d416.png&w=2048&q=100 2048w, /_next/image/?url=%2F_next%2Fstatic%2Fmedia%2Fairbyte-logo.b3f0d416.png&w=3840&q=100 3840w" src="/_next/image/?url=%2F_next%2Fstatic%2Fmedia%2Fairbyte-logo.b3f0d416.png&w=3840&q=100"/></div><div class="flex h-[5.5rem] w-full items-center justify-center rounded-5 bg-[#F5F5F5] p-2.5 xs:h-[7.125rem] xs:p-25 md:max-w-[12.625rem] xl:max-w-none"><img alt="New Relic" loading="lazy" width="819" height="159" decoding="async" data-nimg="1" class="h-auto w-[5.5rem] xs:w-[7.5rem]" style="color:transparent" src="/_next/static/media/new-relic.ad20d85a.svg"/></div><div class="flex h-[5.5rem] w-full items-center justify-center rounded-5 bg-[#F5F5F5] p-2.5 xs:h-[7.125rem] xs:p-25 md:max-w-[12.625rem] xl:max-w-none"><img alt="Datadog" loading="lazy" width="1600" height="407" decoding="async" data-nimg="1" class="h-auto w-[5.5rem] xs:w-[7.5rem]" style="color:transparent" sizes="120px" srcSet="/_next/image/?url=%2F_next%2Fstatic%2Fmedia%2Fdatadog.fdc2fd0e.png&w=16&q=100 16w, /_next/image/?url=%2F_next%2Fstatic%2Fmedia%2Fdatadog.fdc2fd0e.png&w=32&q=100 32w, /_next/image/?url=%2F_next%2Fstatic%2Fmedia%2Fdatadog.fdc2fd0e.png&w=48&q=100 48w, /_next/image/?url=%2F_next%2Fstatic%2Fmedia%2Fdatadog.fdc2fd0e.png&w=64&q=100 64w, /_next/image/?url=%2F_next%2Fstatic%2Fmedia%2Fdatadog.fdc2fd0e.png&w=96&q=100 96w, /_next/image/?url=%2F_next%2Fstatic%2Fmedia%2Fdatadog.fdc2fd0e.png&w=128&q=100 128w, /_next/image/?url=%2F_next%2Fstatic%2Fmedia%2Fdatadog.fdc2fd0e.png&w=256&q=100 256w, /_next/image/?url=%2F_next%2Fstatic%2Fmedia%2Fdatadog.fdc2fd0e.png&w=384&q=100 384w, /_next/image/?url=%2F_next%2Fstatic%2Fmedia%2Fdatadog.fdc2fd0e.png&w=640&q=100 640w, /_next/image/?url=%2F_next%2Fstatic%2Fmedia%2Fdatadog.fdc2fd0e.png&w=750&q=100 750w, /_next/image/?url=%2F_next%2Fstatic%2Fmedia%2Fdatadog.fdc2fd0e.png&w=828&q=100 828w, 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xmlns="http://www.w3.org/2000/svg" class="w-full" viewBox="0 0 132 133" fill="none"><line x1="0.25" y1="0.725145" x2="131.5" y2="0.725145" stroke="#ffffff" stroke-width="1.05" vector-effect="non-scaling-stroke"></line><line x1="0.25" y1="79.4751" x2="131.5" y2="79.4751" stroke="#ffffff" stroke-width="1.05" vector-effect="non-scaling-stroke"></line><line x1="0.25" y1="40.1001" x2="131.5" y2="40.1001" stroke="#ffffff" stroke-width="1.05" vector-effect="non-scaling-stroke"></line><line x1="0.25" y1="118.85" x2="131.5" y2="118.85" stroke="#ffffff" stroke-width="1.05" vector-effect="non-scaling-stroke"></line><line x1="0.25" y1="131.975" x2="131.5" y2="131.975" stroke="#ffffff" stroke-width="1.05" vector-effect="non-scaling-stroke"></line><line x1="0.25" y1="13.8501" x2="131.5" y2="13.8501" stroke="#ffffff" stroke-width="1.05" vector-effect="non-scaling-stroke"></line><line x1="0.25" y1="92.6001" x2="131.5" y2="92.6001" stroke="#ffffff" stroke-width="1.05" vector-effect="non-scaling-stroke"></line><line x1="0.25" y1="53.2251" x2="131.5" y2="53.2251" stroke="#ffffff" stroke-width="1.05" vector-effect="non-scaling-stroke"></line><line x1="0.25" y1="26.9751" x2="131.5" y2="26.9751" stroke="#ffffff" stroke-width="1.05" vector-effect="non-scaling-stroke"></line><line x1="0.25" y1="105.725" x2="131.5" y2="105.725" stroke="#ffffff" stroke-width="1.05" vector-effect="non-scaling-stroke"></line><line x1="0.25" y1="66.3501" x2="131.5" y2="66.3501" stroke="#ffffff" stroke-width="1.05" vector-effect="non-scaling-stroke"></line></svg><p class="mt-4 lg:mt-8">Data source</p></div><svg xmlns="http://www.w3.org/2000/svg" width="61" height="8" viewBox="0 0 61 8" fill="none" class="hidden -translate-y-12 self-center md:block xl:-translate-y-10"><path d="M60.3536 4.35355C60.5488 4.15829 60.5488 3.84171 60.3536 3.64645L57.1716 0.464466C56.9763 0.269204 56.6597 0.269204 56.4645 0.464466C56.2692 0.659728 56.2692 0.976311 56.4645 1.17157L59.2929 4L56.4645 6.82843C56.2692 7.02369 56.2692 7.34027 56.4645 7.53553C56.6597 7.7308 56.9763 7.7308 57.1716 7.53553L60.3536 4.35355ZM0 4.5H60V3.5H0V4.5Z" fill="#ffffff"></path></svg><svg xmlns="http://www.w3.org/2000/svg" class="block md:hidden" width="9" height="61" viewBox="0 0 9 61" fill="none"><path d="M4.12877 60.3712C4.33379 60.5763 4.66621 60.5763 4.87123 60.3712L8.21231 57.0302C8.41734 56.8251 8.41734 56.4927 8.21231 56.2877C8.00729 56.0827 7.67487 56.0827 7.46985 56.2877L4.5 59.2575L1.53015 56.2877C1.32513 56.0827 0.992715 56.0827 0.78769 56.2877C0.582664 56.4927 0.582664 56.8251 0.78769 57.0302L4.12877 60.3712ZM3.975 0L3.975 60H5.025L5.025 0L3.975 0Z" fill="#ffffff"></path></svg><div class="flex max-w-[5rem] flex-col items-center xl:max-w-[8.25rem]"><svg xmlns="http://www.w3.org/2000/svg" class="w-full" viewBox="0 0 132 132" fill="none"><circle cx="65.625" cy="65.8751" r="65.1" stroke="#ffffff" stroke-width="1.05" vector-effect="non-scaling-stroke"></circle></svg><p class="mt-4 lg:mt-8">Embedding model</p></div><svg xmlns="http://www.w3.org/2000/svg" width="61" height="8" viewBox="0 0 61 8" fill="none" class="hidden -translate-y-12 self-center md:block xl:-translate-y-10"><path d="M60.3536 4.35355C60.5488 4.15829 60.5488 3.84171 60.3536 3.64645L57.1716 0.464466C56.9763 0.269204 56.6597 0.269204 56.4645 0.464466C56.2692 0.659728 56.2692 0.976311 56.4645 1.17157L59.2929 4L56.4645 6.82843C56.2692 7.02369 56.2692 7.34027 56.4645 7.53553C56.6597 7.7308 56.9763 7.7308 57.1716 7.53553L60.3536 4.35355ZM0 4.5H60V3.5H0V4.5Z" fill="#ffffff"></path></svg><svg xmlns="http://www.w3.org/2000/svg" class="block md:hidden" width="9" height="61" viewBox="0 0 9 61" fill="none"><path d="M4.12877 60.3712C4.33379 60.5763 4.66621 60.5763 4.87123 60.3712L8.21231 57.0302C8.41734 56.8251 8.41734 56.4927 8.21231 56.2877C8.00729 56.0827 7.67487 56.0827 7.46985 56.2877L4.5 59.2575L1.53015 56.2877C1.32513 56.0827 0.992715 56.0827 0.78769 56.2877C0.582664 56.4927 0.582664 56.8251 0.78769 57.0302L4.12877 60.3712ZM3.975 0L3.975 60H5.025L5.025 0L3.975 0Z" fill="#ffffff"></path></svg><div class="flex max-w-[5rem] flex-col items-center xl:max-w-[8.25rem]"><svg class="w-full" viewBox="0 0 133 134" fill="none" xmlns="http://www.w3.org/2000/svg"><path d="M66.625 1.3501L66.625 87.5441M66.625 1.3501L132.25 21.9191V109.093M66.625 1.3501L1 21.9191V109.093M66.625 87.5441L132.25 109.093M66.625 87.5441L1 109.093M132.25 109.093L66.625 132.6L1 109.093" stroke="#8cf1ff" stroke-width="1.05" vector-effect="non-scaling-stroke"></path></svg><p class="mt-4 lg:mt-8">Pinecone <span class="block">Vector Database</span></p></div><svg xmlns="http://www.w3.org/2000/svg" width="61" height="8" viewBox="0 0 61 8" fill="none" class="hidden -translate-y-12 self-center md:block xl:-translate-y-10"><path d="M60.3536 4.35355C60.5488 4.15829 60.5488 3.84171 60.3536 3.64645L57.1716 0.464466C56.9763 0.269204 56.6597 0.269204 56.4645 0.464466C56.2692 0.659728 56.2692 0.976311 56.4645 1.17157L59.2929 4L56.4645 6.82843C56.2692 7.02369 56.2692 7.34027 56.4645 7.53553C56.6597 7.7308 56.9763 7.7308 57.1716 7.53553L60.3536 4.35355ZM0 4.5H60V3.5H0V4.5Z" fill="#ffffff"></path></svg><svg xmlns="http://www.w3.org/2000/svg" class="block md:hidden" width="9" height="61" viewBox="0 0 9 61" fill="none"><path d="M4.12877 60.3712C4.33379 60.5763 4.66621 60.5763 4.87123 60.3712L8.21231 57.0302C8.41734 56.8251 8.41734 56.4927 8.21231 56.2877C8.00729 56.0827 7.67487 56.0827 7.46985 56.2877L4.5 59.2575L1.53015 56.2877C1.32513 56.0827 0.992715 56.0827 0.78769 56.2877C0.582664 56.4927 0.582664 56.8251 0.78769 57.0302L4.12877 60.3712ZM3.975 0L3.975 60H5.025L5.025 0L3.975 0Z" fill="#ffffff"></path></svg><div class="flex max-w-[5rem] flex-col items-center xl:max-w-[8.25rem]"><svg xmlns="http://www.w3.org/2000/svg" class="w-full" viewBox="0 0 132 132" fill="none"><line x1="0.5" y1="20.2942" x2="131.75" y2="20.2942" stroke="#ffffff" stroke-width="1.05" vector-effect="non-scaling-stroke"></line><rect x="1.025" y="0.775145" width="130.2" height="130.2" rx="4.725" stroke="#ffffff" stroke-width="1.05" vector-effect="non-scaling-stroke"></rect></svg><p class="mt-4 lg:mt-8">Search application</p></div></div></div></div></div></section><section class="bg-white py-50 md:py-70 lg:py-100 xl:py-150"><div class="container"><div class="md:grid md:grid-cols-2"><h2 class="text-h3/[120%] font-light md:text-[3.375rem]/[120%]">Join the movement</h2><p class="mt-25 md:mt-0">Join a growing community of 400,000+ ambitious developers building the next generation of applications with Pinecone.</p></div><div class="mt-50 grid grid-cols-1 gap-5 md:grid-cols-2 lg:mt-100"><div class="row-span-2 flex flex-col bg-alpha3"><div class="relative h-80 w-full grow md:h-auto"><img alt="Pinecone event" loading="lazy" decoding="async" data-nimg="fill" class="h-full w-full object-cover" style="position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent;background-size:cover;background-position:50% 50%;background-repeat:no-repeat;background-image:url("data:image/svg+xml;charset=utf-8,%3Csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 320 200'%3E%3Cfilter id='b' color-interpolation-filters='sRGB'%3E%3CfeGaussianBlur stdDeviation='20'/%3E%3CfeColorMatrix values='1 0 0 0 0 0 1 0 0 0 0 0 1 0 0 0 0 0 100 -1' result='s'/%3E%3CfeFlood x='0' y='0' width='100%25' height='100%25'/%3E%3CfeComposite operator='out' in='s'/%3E%3CfeComposite in2='SourceGraphic'/%3E%3CfeGaussianBlur stdDeviation='20'/%3E%3C/filter%3E%3Cimage width='100%25' height='100%25' x='0' y='0' preserveAspectRatio='none' style='filter: url(%23b);' href='data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAgAAAAFCAMAAABPT11nAAAAKlBMVEUgGzwvJ1gpIIEVEyYJCBgtKEkdGDEwKS9yY49kU6c/QFKDgNJYRnIpIzgG7TfyAAAABnRSTlP+/f3///7yLzPqAAAACXBIWXMAABYlAAAWJQFJUiTwAAAAK0lEQVR4nAXBhwEAIAwCMCp06//vmuCYuxmA3aruupjJfJGEi6AkOKkI8QMTpwDYHKwUZgAAAABJRU5ErkJggg=='/%3E%3C/svg%3E")" sizes="(max-width: 768px) 100vw, 648px" 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max-w-[16.25rem] text-base">Learn and connect with your peers, in person and online.</p></div><a class="shrink-0 text-black underline underline-offset-2 hover:text-alpha2 lg:ml-auto lg:mt-0 lg:self-end" href="/community/events/">Attend an event ></a></div></div><div class="flex flex-col gap-25 bg-alpha3 px-[2.625rem] py-[2.625rem] md:gap-[2.625rem] md:py-[3.75rem]"><p class="text-body lg:text-2xl">Docs</p><p>Take advantage of our developer-friendly docs to get going in minutes.</p><a href="https://docs.pinecone.io/docs/quickstart/" class="shrink-0 text-black underline underline-offset-2 hover:text-alpha2">Quickstart ></a></div><div class="flex flex-col gap-25 bg-alpha3 px-[2.625rem] py-[2.625rem] md:gap-[2.625rem] md:py-[3.75rem]"><p class="text-body lg:text-2xl">Forum</p><p>Share your questions, and answers in the support forum.</p><a href="https://community.pinecone.io/" class="shrink-0 text-black underline underline-offset-2 hover:text-alpha2">Ask the community ></a></div></div></div></section><section class="bg-white"><div class="container py-50 text-black md:py-100"><h2 class="text-h3/[120%] font-light md:text-[3.375rem]/[120%]">Secure and Enterprise-ready</h2><p class="mt-5 text-lg/[150%] md:text-2xl/[150%]">Meet security and operational requirements to bring AI products to market faster.</p><div class="my-50 grid grid-cols-1 gap-x-8 gap-y-50 xxs:grid-cols-2 lg:my-20 lg:grid-cols-3 lg:gap-x-12 lg:gap-y-20"><div class="space-y-6"><div class="flex h-24 w-24 items-center justify-center bg-alpha4"><svg width="28" height="33" viewBox="0 0 28 33" fill="none" xmlns="http://www.w3.org/2000/svg"><path d="M8 8.27148V12.2715H20V8.27148C20 4.95898 17.3125 2.27148 14 2.27148C10.6875 2.27148 8 4.95898 8 8.27148ZM6 12.2715V8.27148C6 3.89648 9.5625 0.271484 14 0.271484C18.375 0.271484 22 3.89648 22 8.27148V12.2715H26H28V14.2715V30.2715V32.2715H26H2H0V30.2715V14.2715V12.2715H2H6ZM2 30.2715H26V14.2715H2V30.2715Z" fill="#1C17FF"></path></svg></div><h3 class="text-2xl font-normal md:text-[2rem]/[130%]">Secure</h3><p class="text-base md:text-lg/[150%]">Control your data and know it’s safe. Pinecone is SOC 2 and HIPAA certified.</p></div><div class="space-y-6"><div class="flex h-24 w-24 items-center justify-center bg-alpha4"><svg width="34" height="33" viewBox="0 0 34 33" fill="none" xmlns="http://www.w3.org/2000/svg"><path d="M17 2.27148C11.9375 2.27148 7.375 4.95898 4.875 9.27148C2.3125 13.6465 2.3125 18.959 4.875 23.2715C7.375 27.6465 11.9375 30.2715 17 30.2715C22 30.2715 26.5625 27.6465 29.0625 23.2715C31.625 18.959 31.625 13.6465 29.0625 9.27148C26.5625 4.95898 22 2.27148 17 2.27148ZM17 32.2715C11.25 32.2715 6 29.2715 3.125 24.2715C0.25 19.334 0.25 13.2715 3.125 8.27148C6 3.33398 11.25 0.271484 17 0.271484C22.6875 0.271484 27.9375 3.33398 30.8125 8.27148C33.6875 13.2715 33.6875 19.334 30.8125 24.2715C27.9375 29.2715 22.6875 32.2715 17 32.2715ZM23.6875 13.0215L15.6875 21.0215L15 21.709L14.25 21.0215L10.25 17.0215L9.5625 16.2715L11 14.8965L11.6875 15.584L15 18.8965L22.25 11.584L23 10.8965L24.375 12.2715L23.6875 13.0215Z" fill="#1C17FF"></path></svg></div><h3 class="text-2xl font-normal md:text-[2rem]/[130%]">Reliable</h3><p class="text-base md:text-lg/[150%]">Powering mission-critical applications of all sizes, with support SLAs and observability.</p></div><div class="space-y-6"><div class="flex h-24 w-24 items-center justify-center bg-alpha4"><svg width="40" height="29" viewBox="0 0 40 29" fill="none" xmlns="http://www.w3.org/2000/svg"><path d="M34 14.5215V13.3965V12.834C34 9.20898 31.0625 6.33398 27.5 6.33398C26.625 6.33398 25.8125 6.45898 25.125 6.77148L23.5625 7.33398L22.6875 5.95898C21.25 3.77148 18.8125 2.27148 16 2.27148C11.5625 2.27148 8 5.89648 8 10.2715V10.834V12.209L6.625 12.709C3.9375 13.6465 2 16.2715 2 19.2715V26.2715H9H32H38V20.2715C38 18.084 36.75 16.1465 35 15.084L34 14.5215ZM6 10.834V10.2715C6 4.77148 10.4375 0.271484 16 0.271484C19.5 0.271484 22.625 2.14648 24.375 4.89648C25.3125 4.52148 26.375 4.27148 27.5 4.27148C32.1875 4.27148 36 8.08398 36 12.7715V13.3965C38.375 14.7715 40 17.334 40 20.2715V26.2715V28.2715H38H32H9H2H0V26.2715V19.2715C0 15.3965 2.5 12.0215 6 10.834Z" fill="#1C17FF"></path></svg></div><h3 class="text-2xl font-normal md:text-[2rem]/[130%]">Cloud-native</h3><p class="text-base md:text-lg/[150%]">Fully managed in the cloud of your choice. Also available via marketplaces: AWS, Azure, GCP.</p></div></div><a class="group flex w-full items-center justify-center gap-2 border border-black/[15%] p-5 font-medium transition-colors hover:border-alpha2/[15%] hover:text-alpha2 mt-5" href="/security/">Explore security <svg width="14" height="14" viewBox="0 0 14 14" fill="none" xmlns="http://www.w3.org/2000/svg"><path d="M12.1406 0.44043H13.0781V1.37793V10.7529V11.6904H11.2031V10.7529V3.64355L2.49219 12.3545L1.82812 13.0186L0.5 11.6904L1.16406 11.0264L9.875 2.31543H2.76562H1.82812V0.44043H2.76562H12.1406Z" class="fill-black group-hover:fill-alpha2"></path></svg></a></div></section><section class="bg-white"><div class="container py-50 md:py-100"><div class="flex flex-wrap justify-between gap-6 bg-[#1F1F33] p-6 md:p-12"><div class="text-white"><h3 class="text-2xl font-light md:text-4xl">Start building knowledgeable AI now</h3><p class="mt-4 text-lg">Create your first index for free, then upgrade and <a class="text-white underline hover:text-alpha6" href="/pricing/">pay as you go</a> when you're ready to scale, or <a class="text-white underline hover:text-alpha6" href="/contact/">talk to sales</a>.</p></div><div class="flex flex-wrap gap-6 self-end"><a href="https://app.pinecone.io/" class="flex items-center justify-center bg-alpha2 px-5 py-2.5 text-center text-base text-white transition-colors hover:bg-alpha6 hover:text-black">Get Started</a></div></div></div></section></main><footer class="pb-[3.75rem] pt-[3.375rem] bg-white text-[#1F1F33] md:pb-[5.875rem] md:pt-[4.875rem] xl:pb-28 xl:pt-36"><div class="container"><div><div class="xl:flex"><div class="w-32 shrink-0 xl:mr-20"><svg enable-background="new 0 0 1077 220" class="w-full -translate-y-[4px]" viewBox="0 0 1077 220" xmlns="http://www.w3.org/2000/svg"><g fill="#111"><path d="m246.4 51.4h55.2c39.9 0 50.1 23.5 50.1 42.6s-10.3 42.6-50.1 42.6h-34.1v67.2h-21.1zm21.2 67.2h27.9c16.8 0 33.5-3.8 33.5-24.5s-16.8-24.5-33.5-24.5h-27.9z"></path><path d="m379.4 50.7c8 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dimensions of the vectors you upsert\n Pinecone pc = new Pinecone.Builder(\"YOUR_API_KEY\").build();\n\n pc.createServerlessIndex(\"products\", \"cosine\", 1536, \"aws\", \"us-east-1\");\n\n // Target the index\n Index index = pc.getIndexConnection(\"products\");\n\n // Mock vector and metadata objects (you would bring your own)\n List\u003cFloat\u003e values = Arrays.asList(0.010f, 2.34f , ...); // len(vector) = 1536\n Struct metaData = Struct.newBuilder()\n .putFields(\"id\", Value.newBuilder().setStringValue(\"some_id\").build())\n .putFields(\"description\", Value.newBuilder().setStringValue(\"Networked neural adapter\").build())\n .build();\n\n // Upsert your vector(s)\n index.upsert(\"some_id\", values, null, null, metaData, null);\n }\n}24:T51d,import com.google.protobuf.Struct;\nimport com.google.protobuf.Value;\nimport io.pinecone.clients.Index;\nimport io.pinecone.clients.Pinecone;\nimport io.pinecone.unsigned_indices_model.QueryResponseWithUnsignedIndices;\n\nimport java.util.Arrays;\nimport java.util.List;\n\npublic class JavaSearchExample {\n public static void main(String[] args) {\n Pinecone pc = new Pinecone.Builder(\"YOUR_API_KEY\").build();\n Index index = pc.getIndexConnection(\"products\");\n\n // Mock vectorized search query (vectorize with LLM of choice)\n List\u003cFloa"])</script><script>self.__next_f.push([1,"t\u003e query = Arrays.asList(0.13f, 0.45f, 1.34f, ...); // len(query) = 1536, same as the indexed vectors\n Struct filter = Struct.newBuilder()\n .putFields(\"description\", Value.newBuilder()\n .setStructValue(Struct.newBuilder()\n .putFields(\"$eq\", Value.newBuilder()\n .setStringValue(\"Networked neural adapter\")\n .build()))\n .build())\n .build();\n\n // Send query with (optional) filter to index and get back 1 result (top_k=1)\n QueryResponseWithUnsignedIndices queryResponse = index.query(1, query, null, null, null, null, filter, false, true);\n 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