Pinecone

Opens in a new window Opens an external website Opens an external website in a new window To improve your experience, we (and our partners) store and/or access information on your terminal (cookie or equivalent) with your consent for all our websites and applications, on your connected terminals. Our website may use these cookies to: Measure the audience of the advertising on our website, without profiling Display personalized ads based on your navigation and your profile Personalize our editorial content based on your navigation Allow you to share content on social networks or platforms present on our website Send you advertising based on your location Cookie Policy Customize Your Choices Accept All Reject All 🚀 Pinecone BYOC is in public preview. Run Pinecone inside your AWS, GCP, or Azure account with a zero-access operating model. - Read the blogDismiss Build Knowledgeable AIThe vector database for scale in productionStart BuildingGet a Demo{agents}{search}{recommendations}{rag}Performance at scale for {search}The purpose-built vector database delivering relevant results at any scale.Learn More Customer workload: Large news company providing financial insights to global institutions2.8B2.8BVectors in one namespace150ms150msP90 query latency95%95%P50 recallTrusted in productionThe world's most innovative companies are already in production with Pinecone.USE CASE: RECOMMENDATIONS Read case studyGong achieves efficient vector searches, empowering Smart Trackers to offer users precise and relevant examples for concept tracking in conversations.USE CASE: SEARCH Read case studyBefore Pinecone, Vanguard’s customer support teams relied on keyword-based search solutions to search for documents where answers to a customer’s question may live. With Pinecone and hybrid retrieval, they boosted customer support with faster calls and 12% more accurate responses.USE CASE: AGENTS "Pinecone also supports hybrid search, combining sparse and dense embeddings, to deliver a more robust and accurate search experience. This flexibility allows us to optimize costs and performance, whether dealing with enterprises with extensive documentation or smaller companies with fewer pages."USE CASE: RAG "Pinecone aligns with our vision to democratize data accessibility for all engineers, and we're excited to uncover more potential with its new serverless architecture."Developer ExperienceScale simplifiedFully managed and serverless for effortless scaling.Rapid setupLaunch your vector databases in seconds.Serverless scalingResources adjust to meet your demand automatically.Rock-solid reliabilityTrust in consistent uptime for your critical applications.agent/retriever.pyQuickstart guidefrom pinecone import Pinecone pc = Pinecone("") index = pc.Index("semantic-search") index.query( namespace="breaking-news", vector=[0.13, 0.45, 1.34, ...], filter={"category": {"$eq": "technology"}}, top_k=3 ) SearchRelevance, deliveredAdvanced retrieval capabilities for precise search across dynamic datasets.EmbeddingsChoose from our leading hosted models or bring your own vectors.Optimized recallBenchmark leading algorithms maximize recall with low latency.FiltersRetrieve only the vectors that match your metadata filters.Real-time indexingUpserted and updated vectors are dynamically indexed in real-time to ensure fresh reads.Full-text searchGet an exact keyword match with sparse indexes when semantic search isn't enough.RerankersAdd an extra layer of precision with rerankers to boost the most relevant matches.NamespacesCreate partitions of your data with namespaces to ensure tenant isolation.Learn how to achieve best-in-class relevance with cascading retrievalView sample codeWorks where you doUse Pinecone with your favorite cloud provider, data sources, models, frameworks, and more.Explore IntegrationsEnterprise-ready AIMeet security and operational requirements to bring AI products to market faster.View SecuritySecureWith encryption at rest and in transit, hierarchical encryption keys, private networking, and more, your data is secure. Contact us to deploy a privately managed Pinecone region within your cloud.ReliablePowering mission-critical applications of all sizes, with uptime SLAs, support SLAs, and observability.CompliantControl your data and know it's safe. Pinecone is SOC 2, GDPR, ISO 27001, and HIPAA certified.Start building knowledgeable AI todayCreate your first index for free, then pay as you go when you're ready to scale.Start BuildingGet a DemoSubscribe to PineconeSubscribe --- Opens in a new window Opens an external website Opens an external website in a new window To improve your experience, we (and our partners) store and/or access information on your terminal (cookie or equivalent) with your consent for all our websites and applications, on your connected terminals. Our website may use these cookies to: Measure the audience of the advertising on our website, without profiling Display personalized ads based on your navigation and your profile Personalize our editorial content based on your navigation Allow you to share content on social networks or platforms present on our website Send you advertising based on your location Cookie Policy Customize Your Choices Accept All Reject All 🚀 Pinecone BYOC is in public preview. Run Pinecone inside your AWS, GCP, or Azure account with a zero-access operating model. - Read the blogDismiss PricingStart free, scale effortlesslyPinecone runs on fully managed infrastructure that scales with you. Start building today with product and support plans tailored to your needs.ALSO AVAILABLE ON YOUR CLOUD MARKETPLACEAWSGCPMicrosoftStarterStandardEnterpriseFeatureStarterStandardEnterpriseStarterFor trying out and for small applications.Start for FreeFreeView included usagePinecone Database On-DemandPinecone InferencePinecone AssistantConsole MetricsCommunity Support via DiscordSee example Starter Plan workloadsStandardPOPULARFor production applications at any scale.Start Free Trial$50/month min. usageYou'll be charged a minimum of $50/month. Once your usage exceeds this amount, you'll pay as you go.3 week trial includes $300 creditsPay-as-you-go for Database On-Demand, Inference, and Assistant UsageDedicated Read Nodes (DRN)NEWChoose your cloud and regionImport from object storageMultiple projects and usersSAML SSOUser and API Key RBACBackup and RestorePrometheus metricsHIPAA add-onIncludes Free supportResponse SLAs available via Developer or Pro support add-onEnterpriseFor mission-critical production applications.Get StartedRequest Trial$500/month min. usageYou'll be charged a minimum of $500/month. Once your usage exceeds this amount, you'll pay as you go.Everything in Standard99.95% Uptime SLAPrivate NetworkingCustomer Managed Encryption KeysAudit LogsService AccountsAdmin APIsHIPAA CompliancePro support includedStarterFor trying out and for small applications.Start for FreeFreeView included usagePinecone Database On-DemandPinecone InferencePinecone AssistantConsole MetricsCommunity Support via DiscordSee example Starter Plan workloadsStandardPOPULARFor production applications at any scale.Start Free Trial$50/month min. usageYou'll be charged a minimum of $50/month. Once your usage exceeds this amount, you'll pay as you go.3 week trial includes $300 creditsPay-as-you-go for Database On-Demand, Inference, and Assistant UsageDedicated Read Nodes (DRN)NEWChoose your cloud and regionImport from object storageMultiple projects and usersSAML SSOUser and API Key RBACBackup and RestorePrometheus metricsHIPAA add-onIncludes Free supportResponse SLAs available via Developer or Pro support add-onEnterpriseFor mission-critical production applications.Get StartedRequest Trial$500/month min. usageYou'll be charged a minimum of $500/month. Once your usage exceeds this amount, you'll pay as you go.Everything in Standard99.95% Uptime SLAPrivate NetworkingCustomer Managed Encryption KeysAudit LogsService AccountsAdmin APIsHIPAA CompliancePro support includedEstimate your costs with our pricing calculatorCompare Plans Bring your own cloudFor organizations requiring the highest level of security and controlGet StartedPricingPinecone in your cloud accountZero-access operations – no SSH, VPN, or inbound access requiredOutbound-only operations with an auditable trailPro support includedBring-your-own-cloud (BYOC) runs Pinecone in your cloud account and VPC. Pinecone does not need SSH, VPN, or inbound network access to operate the system. You can use public endpoints or private-only connectivity via AWS PrivateLink, GCP Private Service Connect, or Azure Private Link.Contact us for assistance sizing and pricing your BYOC deployment.What you can build on the Starter planRecommendation engineGiven an e-commerce site with:50K products10KB metadata per productUsing 1024 dimensions embeddingsStarter plan gives you:~ 44K recommendations per day~ 2K product updates per daySemantic searchGiven a knowledge base of:~ 30K documents20KB document size on averageUsing 1024 dimensions embeddingsStarter plan gives you:~ 15k searches per day~ 660 document updates per dayForum answering bot (RAG)Given a user forum with:~ 10 categories5KB post size on averageUsing 1024 dimensions embeddingsStarter plan gives you:~ 130K category-scoped chats per day~ 3K messages indexed per dayDisclaimer: Examples are illustrative only, not quotes or binding offers. Database usage only; excludes Inference (embeddings/reranking) and Assistant usage, as well as initial data import. Subject to change.Explore productsOn-DemandDocsThe foundation for knowledgeable AI. Backed by distributed object storage for scalable, highly available serverless indexes.View PricingDRNDocsDedicated Read Nodes. Exclusive infrastructure for queries, with provisioned nodes reserved for your index – no noisy neighbors, no shared queues, no read rate limits.View PricingInferenceDocsPinecone Inference is a service that gives you access to embedding and reranking models hosted on Pinecone's infrastructure.View PricingAssistantDocsPinecone Assistant is a service that allow you to build production-grade chat and agent-based applications quickly.View PricingSupportPinecone Support provides various tiers of assistance to ensure your application's success, from community support to dedicated engineering resources.View PricingUsage-based pricing$50 monthly minimum that's applied to your usage. Anything over $50 is billed pay-as-you-go.Committed Use ContractsThe larger your usage commitments, the greater your benefits—unlock bigger discounts and support.Contact UsPlanStarterStandardEnterpriseDatabase FeaturesCloud AvailabilityAWSAWS, Azure, GCPAWS, Azure, GCPRegion Availabilityus-east-1All available regionsAll available regionsDedicated Read NodesNEWIndex TypesDense and SparseDense and SparseDense and SparseIndexesUp to 520 per project200 per projectNamespaces per Index100100,000100,000Embedding ModelsAll available modelsAll available modelsAll available modelsReranking ModelsAll except cohere-rerank-3.5All available modelsAll available modelsConsole Index MetricsPrometheus and Datadog MonitoringUptime SLA99.95%Pricing DimensionsDatabaseStorageUp to 2 GBUnlimited$0.33/GB/moUnlimited$0.33/GB/moWrite UnitsUp to 2M/moUnlimited$4 per millionUnlimited$6 per millionRead UnitsUp to 1M/moUnlimited$16 per millionUnlimited$24 per millionImport from object storage$1 per GB$1 per GBBackups500 per project. $0.10/GB/mo.1000 per project. $0.10/GB/mo.Restore from backup$0.15 per GB$0.15 per GBAssistantDocument Limit10010,000/assistant10,000/assistantStorage1GB Storage includedUnlimited$3/GB/moUnlimited$3/GB/moInput Tokens1.5M includedUnlimited$8 per millionUnlimited$8 per millionOutput Tokens200k includedUnlimited$15 per millionUnlimited$15 per millionContext Processed Tokens500k includedUnlimited$5 per millionUnlimited$5 per millionHourly RateFree$0.05/Assistant per hour$0.05/Assistant per hourRegionUnited StatesAnyAnyInference - Embeddingllama-text-embed-v25M tokens/mo. includedUnlimited$0.16/M tokensUnlimited$0.16/M tokensmultilingual-e5-large5M tokens/mo. includedUnlimited$0.08/M tokensUnlimited$0.08/M tokenspinecone-sparse-english-v05M tokens/mo. includedUnlimited$0.08/M tokensUnlimited$0.08/M tokensInference - Rerankingpinecone-rerank-v0500 requests/mo. includedUnlimited$2/1k requestsUnlimited$2/1k requestsbge-reranker-v2-m3500 requests/mo. includedUnlimited$2/1k requestsUnlimited$2/1k requestscohere-rerank-v3.5—Unlimited$2/1k requestsUnlimited$2/1k requestsOrg ManagementProjects120100UsersUp to 2UnlimitedUnlimitedSAML SSOService AccountsAdmin APISupportFree support includedView DetailsPro support includedView DetailsSecurity and ComplianceEncryption at rest and in transitUser RBACAPI Key RBACAudit LogsPrivate EndpointsCustomer Managed Encryption KeysSOC 2GDPRISO 27001HIPAA$190/moSee docs for detailsStart building knowledgeable AI todayCreate your first index for free, then pay as you go when you're ready to scale.Start BuildingGet a Demo --- Opens in a new window Opens an external website Opens an external website in a new window To improve your experience, we (and our partners) store and/or access information on your terminal (cookie or equivalent) with your consent for all our websites and applications, on your connected terminals. Our website may use these cookies to: Measure the audience of the advertising on our website, without profiling Display personalized ads based on your navigation and your profile Personalize our editorial content based on your navigation Allow you to share content on social networks or platforms present on our website Send you advertising based on your location Cookie Policy Customize Your Choices Accept All Reject All 🚀 Pinecone BYOC is in public preview. Run Pinecone inside your AWS, GCP, or Azure account with a zero-access operating model. - Read the blogDismiss PartnersPinecone Partner EcosystemPinecone partners with exceptional organizations in AI/ML, search, cloud infrastructure, and services to help developers and enterprises build remarkably better AI applications.Become a PartnerWhy Partner with Pinecone?Developers love Pinecone - Pinecone is ranked as the top purpose-built vector database solution in DB-Engines, and rated as the best vector database on G2.According to Gartner, by 2026, it is expected that over 80% of enterprises will have utilized AI application or deployed AI-enabled applications in production.Purpose-built vector databases are core to the AI stack and the fastest way to bring AI applications to market is by partnering with Pinecone's purpose-built vector database.Partner ProgramsDiscover the right path to partner with Pinecone. Whether you’re delivering services, building integrations, or amplifying awareness, our programs give you a structured way to collaborate and create value with Pinecone.Technology PartnersConnect and integrate with Pinecone. The Pinecone Technology Partner Program is designed to streamline the experience for developers who are building knowledgeable AI applications by allowing for seamless integration between Pinecone and our partners' platforms.Join as a Technology PartnerSolution PartnersBuild and deliver with Pinecone. The Pinecone Solution Partner Program empowers services partners to accelerate customer adoption and drive success with intelligent AI. Designed for firms that implement Pinecone-powered applications, source new opportunities, and fuel ongoing growth.Coming soonReferral PartnersRefer and grow with Pinecone. The Referral Program offers organizations a simple, high-impact way to earn commission by connecting Pinecone with qualified leads, empowering them to deploy advanced AI applications and accelerate innovation.Join as a Referral PartnerAffiliate PartnersCreate and earn with Pinecone. The Pinecone Affiliate Program empowers technical builders and educators to earn commission by creating valuable content and applications that demonstrate Pinecone’s capabilities. Perfect for those who teach others how to ship AI and build in public.Join as an Affiliate PartnerJoin leaders in the AI stackIf you have the technology, solutions and manpower to drive faster, smarter, and remarkably better AI applications, we want to partner with you.Explore IntegrationsFully managed in any cloudDeliver scalable, production-ready, and secure AI applications with cost-efficiency.View region and availability --- 🚀 Pinecone BYOC is in public preview. Run Pinecone inside your AWS, GCP, or Azure account with a zero-access operating model. - Read the blogDismiss LegalCookie PolicyLast Revised: December 3, 2020This Cookie Policy explains how Pinecone Systems, Inc. (“Pinecone”, “we”, “us” or “our”) uses cookies and similar technologies in connection with the https://www.pinecone.io/ website and any other website that we own or control and which posts or links to this Privacy Policy (collectively, the “Websites”).Our Privacy Policy explains how we collect and use information from and about you when you use our Websites. This Cookie Policy explains more about how we use cookies and your related choices.What are cookies?Cookies are small data files that are placed on your computer or mobile device when you visit a website. Cookies serve different purposes, like helping us understand how a website is being used, letting you navigate between pages efficiently, remembering your preferences and generally improving your browsing experience.Our Websites may use both session cookies (which expire once you close your web browser) and persistent cookies (which stay on your computer or mobile device until you delete them).We may use two broad categories of cookies: (1) first party cookies, served directly by us to your computer or mobile device, which we use to recognize your computer or mobile device when it revisits our Websites; and (2) third party cookies, which are served by service providers or business partners on our Websites, and can be used by these parties to recognize your computer or mobile device when it visits other websites. Third party cookies can be used for a variety of purposes, including website analytics and social media features.What types of cookies and similar tracking technologies does Pinecone use on the Websites?On the Websites, we may use cookies and other tracking technologies in the following categories described in the table below.TypeDescriptionAdvertisingThese cookies are used by advertising companies to collect information about how you use our Websites and other websites over time. These companies use this information to show you ads they believe will be relevant to you within our Websites and elsewhere, and to measure how the ads perform.AnalyticsThese cookies help us understand how our Websites is performing and being used. These cookies may work with web beacons included in emails we send to track which emails are opened and which links are clicked by recipients.EssentialThese cookies are necessary to allow the technical operation of our Websites (e.g., they enable you to move around on a website and to use its features).Functionality/performanceThese cookies enhance the performance and functionality of our Websites.Other technologiesIn addition to cookies, our Websites may use other technologies, such as Flash technology and pixel tags to collect information automatically.Browser Web StorageWe may use browser web storage (including via HTML5), also known as locally stored objects (“LSOs”), for similar purposes as cookies. Browser web storage enables the storage of a larger amount of data than cookies. Your web browser may provide functionality to clear your browser web storage.Web BeaconsWe may also use web beacons (which are also known as pixel tags and clear GIFs) on our Websites and in our HTML formatted emails to track the actions of users on our Websites and interactions with our emails. Unlike cookies, which are stored on the hard drive of your computer or mobile device by a website, pixel tags are embedded invisibly on webpages or within HTML formatted emails. Pixel tags are used to demonstrate that a webpage was accessed or that certain content was viewed, typically to measure the success of our marketing campaigns or engagement with our emails and to compile statistics about usage of the Website, so that we can manage our content more effectively.Your choicesMost browsers let you remove or reject cookies. To do this, follow the instructions in your browser settings. Many browsers accept cookies by default until you change your settings. Please note that if you set your browser to disable cookies, the Websites may not work properly. For more information about cookies, including how to see what cookies have been set on your computer or mobile device and how to manage and delete them, visit https://www.allaboutcookies.org/. If you do not accept our cookies, you may experience some inconvenience in your use of our Websites. For example, we may not be able to recognize your computer or mobile device and you may need to log in every time you visit our Websites. Users may opt out of receiving targeted advertising on websites through members of the Network Advertising Initiative by clicking here or the Digital Advertising Alliance by clicking here. European users may opt out of receiving targeted advertising on websites through members of the European Interactive Digital Advertising Alliance by clicking here, selecting the user’s country, and then clicking “Choices” (or similarly-titled link). Please note that we also may work with companies that offer their own opt-out mechanisms and may not participate in the opt-out mechanisms that we linked above.If you choose to opt-out of targeted advertisements, you will still see advertisements online but they may not be relevant to you. Even if you do choose to opt out, not all companies that serve online behavioral advertising are included in this list, and so you may still receive some cookies and tailored advertisements from companies that are not listed.ChangesInformation about the cookies we use may be updated from time to time, so please check back on a regular basis for any changes.QuestionsIf you have any question about this Cookie Policy, please submit our Contact form. Pinecone Systems, Inc548 Market StPMB 19327San Francisco, CA 94104-5401