Vespa.ai - Vespa.ai

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At any scale. </h1> <p>Streamline, optimize and enhance business processes with the world鈥檚 most scalable AI platform.</p> <div class="btn-holder"> <div class="innr"> <a class="large-btn" href="https://vespa.ai/free-trial/" target="_self"> Start your free trial </a> </div> <div class="innr"> <a class="transp-btn" href="https://vespa.ai/solutions/" target="_self"> Our solutions </a> </div> </div> </div> </section> <section class="carousel-container ticker fade-me "> <div class="swiper-container"> <div class="swiper-wrapper"> <div class="swiper-slide"> <div class="img-wrapper grid ac"> <picture decoding="async" class="attachment-full size-full"> <source type="image/webp" srcset="https://vespa.ai/vespa-content/uploads/2024/05/image-20.png.webp"/> <img decoding="async" width="76" height="22" src="https://vespa.ai/vespa-content/uploads/2024/05/image-20.png" alt=""/> </picture> </div> </div> <div class="swiper-slide"> <div class="img-wrapper grid ac"> <picture decoding="async" class="attachment-full size-full"> <source type="image/webp" srcset="https://vespa.ai/vespa-content/uploads/2024/05/image-21.png.webp"/> <img decoding="async" width="89" height="28" src="https://vespa.ai/vespa-content/uploads/2024/05/image-21.png" alt=""/> </picture> </div> </div> <div class="swiper-slide"> <div class="img-wrapper grid ac"> <picture decoding="async" class="attachment-full size-full"> <source type="image/webp" srcset="https://vespa.ai/vespa-content/uploads/2024/05/image-23.png.webp"/> <img decoding="async" width="63" height="22" src="https://vespa.ai/vespa-content/uploads/2024/05/image-23.png" alt=""/> </picture> </div> </div> <div class="swiper-slide"> <div class="img-wrapper grid ac"> <picture loading="lazy" decoding="async" class="attachment-full size-full"> <source type="image/webp" srcset="https://vespa.ai/vespa-content/uploads/2024/05/image-24.png.webp"/> <img loading="lazy" decoding="async" width="144" height="18" src="https://vespa.ai/vespa-content/uploads/2024/05/image-24.png" alt=""/> </picture> </div> </div> <div class="swiper-slide"> <div class="img-wrapper grid ac"> <picture loading="lazy" decoding="async" class="attachment-full size-full"> <source type="image/webp" srcset="https://vespa.ai/vespa-content/uploads/2024/05/image-25.png.webp"/> <img loading="lazy" decoding="async" width="78" height="24" src="https://vespa.ai/vespa-content/uploads/2024/05/image-25.png" alt=""/> </picture> </div> </div> <div class="swiper-slide"> <div class="img-wrapper grid ac"> <picture loading="lazy" decoding="async" class="attachment-full size-full"> <source type="image/webp" srcset="https://vespa.ai/vespa-content/uploads/2024/05/image-26.png.webp"/> <img loading="lazy" decoding="async" width="94" height="36" src="https://vespa.ai/vespa-content/uploads/2024/05/image-26.png" alt=""/> </picture> </div> </div> <div class="swiper-slide"> <div class="img-wrapper grid ac"> <img decoding="async" src="https://vespa.ai/vespa-content/uploads/2024/10/Logo-Qwant.svg" class="attachment-full size-full" alt="" /> </div> </div> <div class="swiper-slide"> <div class="img-wrapper grid ac"> <img decoding="async" src="https://vespa.ai/vespa-content/uploads/2024/10/spotify_r-d_logo_full.svg" class="attachment-full size-full" alt="" /> </div> </div> </div> </div> </section> <section class="accordion-tabs separator"> <div class="grid inline-padding block-padding fade-me"> <div class="grid-2 grid-s-1 rg-s-65 cg-95 cg-m-45"> <div class="content spalt"> <div class="ingress large-ingress"> Vespa lets you query, organize, and make inferences in vectors, tensors, text and structured data. Scale to billions of constantly changing data items, thousands of queries per second with latencies below 100 milliseconds. </div> <div> <div> <a class="large-btn" href="https://vespa.ai/use-cases/" target="_self"> Use cases </a> </div> </div> </div> <div class="spalt">  <div class="accordions"> <ul class="accordion" id="accordion-/"> <li class="item grid rg-0"> <h4 class="cg-30 cg-m-20 title"> <span>+</span> Search </h4> <div class="inner grid rg-40 rg-m-20 rg-s-15"> <p>Vespa is the world’s leading open text search engine <em>and</em> the world’s most capable vector database. In combination with Vespa’s integrated distributed machine-learned model inference for relevance this lets you create search applications with a quality you simply cannot achieve in any other way.</p> <div> <a class="btn" href="https://vespa.ai/use-cases/#search" target="_self"> <span class="icon-arrow-short"></span> Search </a> </div> </div> </li> <li class="item grid rg-0"> <h4 class="cg-30 cg-m-20 title"> <span>+</span> Generative AI (RAG) </h4> <div class="inner grid rg-40 rg-m-20 rg-s-15"> <p>GenAI applications are only as good as the data we surface for them to work with; they need great search relevance. This takes much more than vector similarity鈥攈ybrid search, relevance models, and multi-vector representations. Vespa is the only platform which lets you deploy such techniques with no limitations and at any scale.</p> <div> <a class="btn" href="https://vespa.ai/use-cases/#generative-ai-rag" target="_self"> <span class="icon-arrow-short"></span> Generative AI </a> </div> </div> </li> <li class="item grid rg-0"> <h4 class="cg-30 cg-m-20 title"> <span>+</span> Recommendation and personalization </h4> <div class="inner grid rg-40 rg-m-20 rg-s-15"> <p>Recommendation, personalization and ad targeting systems combine retrieval of eligible content with machine-learned model evaluation to select the best data items. Vespa lets you easily build applications that do this at any scale and complexity.</p> <div> <a class="btn" href="https://vespa.ai/use-cases/#recommendation-and-personalization" target="_self"> <span class="icon-arrow-short"></span> Recommendation </a> </div> </div> </li> <li class="item grid rg-0"> <h4 class="cg-30 cg-m-20 title"> <span>+</span> Semi-structured navigation </h4> <div class="inner grid rg-40 rg-m-20 rg-s-15"> <p>Applications like e-commerce use a combination of structured data and text+images, and need to combine search and recommendation seamlessly with structured navigation. Vespa provides all the features required to do this with great performance, at any scale.</p> <div> <a class="btn" href="https://vespa.ai/use-cases/#semi-structured-navigation" target="_self"> <span class="icon-arrow-short"></span> Navigation </a> </div> </div> </li> <li class="item grid rg-0"> <h4 class="cg-30 cg-m-20 title"> <span>+</span> Personal/private search </h4> <div class="inner grid rg-40 rg-m-20 rg-s-15"> <p>In applications working with personal data, any query will only access a small fraction of the total data, and building indexes would be wasteful – especially with vectors. Vespa provides a special mode – streaming search – which delivers all the industry-leading features of Vespa for personal/private search 20x cheaper than with indexing.</p> <div> <a class="btn" href="https://vespa.ai/use-cases/#personal-search" target="_self"> <span class="icon-arrow-short"></span> Personal search </a> </div> </div> </li> </ul> </div>  </div> </div> </div> </section> <section class="list-of-icons separator"> <div class="grid inline-padding block-padding rg-100 rg-s-50 fade-me"> <h2>All you need to build data-driven applications</h2> <div class="grid-6 grid-m-3 grid-s-2 cg-50 rg-m-50"> <div class="item ac rg-50 rg-m-25"> <a class="inner-link" href="https://vespa.ai/features/#vector-text-and-structured-search" target="_self"></a> <div class="img-wrapper"> <img decoding="async" src="https://vespa.ai/vespa-content/uploads/2024/09/Vespa-Applications-Black-44px.svg" class="attachment-full size-full" alt="" /> </div> <p>Vector, text and structured search</p> </div> <div class="item ac rg-50 rg-m-25"> <a class="inner-link" href="https://vespa.ai/features/#machine-learned-ranking" target="_self"></a> <div class="img-wrapper"> <img decoding="async" src="https://vespa.ai/vespa-content/uploads/2024/09/Vespa-Datamanagement-Black-44px.svg" class="attachment-full size-full" alt="" /> </div> <p>Distributed machine-learned ranking</p> </div> <div class="item ac rg-50 rg-m-25"> <a class="inner-link" href="https://vespa.ai/features/#unbeatable-performance" target="_self"></a> <div class="img-wrapper"> <img decoding="async" src="https://vespa.ai/vespa-content/uploads/2024/09/Vespa-Unbeatable-Performance-Black-44px.svg" class="attachment-full size-full" alt="" /> </div> <p>Unbeatable performance</p> </div> <div class="item ac rg-50 rg-m-25"> <a class="inner-link" href="https://vespa.ai/features/#infinite-automated-scalability" target="_self"></a> <div class="img-wrapper"> <img decoding="async" src="https://vespa.ai/vespa-content/uploads/2024/09/Vespa-Autoscaling-Black-44px.svg" class="attachment-full size-full" alt="" /> </div> <p>Infinite automated scalability</p> </div> <div class="item ac rg-50 rg-m-25"> <a class="inner-link" href="https://vespa.ai/features/#continous-deployment-and-upgrades" target="_self"></a> <div class="img-wrapper"> <img decoding="async" src="https://vespa.ai/vespa-content/uploads/2024/09/Vespa-Deployment-Black-44px.svg" class="attachment-full size-full" alt="" /> </div> <p>Continous deployment & upgrades</p> </div> <div class="item ac rg-50 rg-m-25"> <a class="inner-link" href="https://vespa.ai/features/#fully-managed-with-strong-security" target="_self"></a> <div class="img-wrapper"> <img decoding="async" src="https://vespa.ai/vespa-content/uploads/2024/09/Vespa-Security-Black-44px.svg" class="attachment-full size-full" alt="" /> </div> <p>Fully managed, with strong security</p> </div> </div> <div class="bot-cta ac jcc"> <a class="large-btn cg-10 ac" href="https://vespa.ai/features/" target="_self"> Features </a> </div> </div> </section> <section class="accordion-tabs separator"> <div class="grid inline-padding block-padding fade-me"> <div class="grid tab-layout rg-m-100"> <div class="content spalt"> <h2>Proven at scale</h2> <div class="ingress "> The most innovative teams in the world build on Vespa </div> <div> <div> <a class="large-btn" href="https://vespa.ai/case-studies/" target="_self"> Case studies </a> </div> </div> </div> <div class="spalt"> <div class="tabs">  <div class="tab-titles cg-45 cg-m-25"> <button class="tab-title" data-tab="0">Spotify</button> <button class="tab-title" data-tab="1">Elicit</button> <button class="tab-title" data-tab="2">Yahoo</button> <button class="tab-title" data-tab="3">Farfetch</button> </div>  <div class="tab-contents"> <div class="tab-content" data-tab="0"> <div><p><span style="font-weight: 400;">“As a reliable and scalable solution, Vespa has been instrumental in enabling Search at Spotify. We look forward to continuing our work with the Vespa team, and enabling innovation that will enhance the experience for Spotify listeners.”</span></p> </div> <div class="blockquote"><p>Daniel Doro,</p> <p>Director of Engineering, Search</p> </div> <div class="the-btn"> <a class="btn" href="https://vespa.ai/case-studies/#spotify" target="_self"> Spotify case study <span class="icon-arrow-short"></span> </a> </div> </div> <div class="tab-content" data-tab="1"> <div><p><span style="font-weight: 400;">“Vespa is a battle-tested platform that allows us to integrate keyword and vector search seamlessly. It forms a key part of our AI research solution, guaranteeing both precision and rapidity in streamlining research processes. We highly recommend Vespa for its reliability and efficiency.”</span></p> </div> <div class="blockquote"><p>Jungwon Byun</p> <p>COO & Cofounder</p> </div> <div class="the-btn"> <a class="btn" href="https://vespa.ai/case-studies/#elicit" target="_self"> Elicit case study <span class="icon-arrow-short"></span> </a> </div> </div> <div class="tab-content" data-tab="2"> <div><p>“Vespa has been a critical component to Yahoo鈥檚 AI and machine learning capabilities across all of our properties for many years”</p> </div> <div class="blockquote"><p>Jim Lanzone,</p> <p>CEO</p> </div> <div class="the-btn"> <a class="btn" href="https://vespa.ai/case-studies/#yahoo" target="_self"> Yahoo case study <span class="icon-arrow-short"></span> </a> </div> </div> <div class="tab-content" data-tab="3"> <div><p>“Our team successfully implemented the entire recommendation process of one algorithm with Vespa, matching the latency requirements (provide recommendations under 100ms) and scalability needs.”</p> </div> <div class="blockquote"><p>Ricardo Rossi Teg茫o</p> <p>Machine Learning Engineer</p> </div> <div class="the-btn"> <a class="btn" href="https://vespa.ai/case-studies/#farfetch" target="_self"> Farfetch case study <span class="icon-arrow-short"></span> </a> </div> </div> </div> </div> </div> </div> </div> </section> <section class="blog separator"> <div class="grid inline-padding fade-me"> <div class="grid-3 grid-s-1 rg-s-20 cg-20 cg-m-15" id="rss-feed"></div> </div> </section> <section class="product-cards separator"> <div class="grid inline-padding block-padding fade-me"> <div class="grid-holder grid-4"> <div> <div class="grid rg-30"> <h3>Built for developers</h3> <div> <a class="large-btn" href="https://vespa.ai/developer/" target="_self"> Developer site </a> </div> </div> </div> <div class="item rg-40"> <a class="surrounder" href="https://github.com/vespa-engine/sample-apps" target="_self"></a> <div class="grid rg-5"> <div class="grid rg-20 rg-m-15"> <div class="img-wrapper"> <img decoding="async" src="https://vespa.ai/vespa-content/uploads/2024/06/25231-1.svg" class="attachment-full size-full" alt="" /> </div> <h4>Sample apps</h4> </div> <p class="">Get started from any of our production ready sample apps</p> </div> <div> <a class="cg-15 ac link" href="https://github.com/vespa-engine/sample-apps" target="_self"> Browse sample apps <span class="icon-arrow-short"></span> </a> </div> </div> <div class="item rg-40"> <a class="surrounder" href="https://search.vespa.ai/" target="_self"></a> <div class="grid rg-5"> <div class="grid rg-20 rg-m-15"> <div class="img-wrapper"> <img decoding="async" src="https://vespa.ai/vespa-content/uploads/2024/09/Vespa-Search-Black-24px.svg" class="attachment-full size-full" alt="" /> </div> <h4>Ask our docs</h4> </div> <p class="">Browse, search, or talk to our documentation</p> </div> <div> <a class="cg-15 ac link" href="https://search.vespa.ai/" target="_self"> search.vespa.ai <span class="icon-arrow-short"></span> </a> </div> </div> <div class="item rg-40"> <a class="surrounder" href="https://join.slack.com/t/vespatalk/shared_invite/zt-nq61o73o-Lsun7Fnm5N8uA6UAfIycIg" target="_blank"></a> <div class="grid rg-5"> <div class="grid rg-20 rg-m-15"> <div class="img-wrapper"> <img decoding="async" src="https://vespa.ai/vespa-content/uploads/2024/05/SLA-Logo-Mark-Black-RGB-1.svg" class="attachment-full size-full" alt="" /> </div> <h4>Vespa Slack</h4> </div> <p class="">Join hundreds of Vespa app developers on our Slack</p> </div> <div> <a class="cg-15 ac link" href="https://join.slack.com/t/vespatalk/shared_invite/zt-nq61o73o-Lsun7Fnm5N8uA6UAfIycIg" target="_blank"> <span class="icon-external-link"></span> Vespa Slack </a> </div> </div> </div> </div> </section> </main> <section class="over-footer"> <div class="grid-12 grid-m-8 grid-s-4 inline-padding jcs js as rg-70 rg-m-45"> <div class="grid-6 grid-m-12 grid-s-12 span-6 span-m-12 span-s-12 row rg-45"> <h2 class="span-all">Start exploring the Vespa cloud today for free!</h2> <p class="start-1 end-4 end-m-10 end-s-12">You can start a free trial for 14 days at any time. 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