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Open-source vector database built for GenAI applications. Install with pip, perform high-speed searches, and scale to tens of billions of vectors.

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The High-Performance Vector Database Built for Scale | MilvusWhat is MilvusUse CasesDocsBootcampDemosVideoAttuMilvus CLISizing ToolMilvus BackupBlogCommunityStar29.5KGet StartedDocsTutorialsToolsBlogCommunityNewsUnveiling Milvus 2.4: Multi-vector Search, Sparse Vector, CAGRA Index, and More!The High-Performance Vector Database Built for ScaleMilvus is an open-source vector database built for GenAI applications. Install with pip, perform high-speed searches, and scale to tens of billions of vectors with minimal performance loss.Get StartedStart running Milvus in secondsfrom pymilvus import MilvusClient client = MilvusClient("milvus_demo.db") client.create_collection( collection_name="demo_collection", dimension=5 )Deployment Options to Match Your Unique JourneyMilvus LiteLightweight, easy to startVectorDB-as-a-library runs in notebooks/ laptops with a pip installBest for learning and prototypingGet StartedLearn MoreMilvus StandaloneRobust, single-machine deploymentComplete vector database for production or testingIdeal for datasets with up to millions of vectorsGet StartedLearn MoreMilvus DistributedScalable, enterprise-grade solutionHighly reliable and distributed vector database with comprehensive toolkitScale horizontally to handle billions of vectorsGet StartedLearn MoreZilliz CloudFully managed with minimal operationsAvailable in both serverless and dedicated clusterSaaS and BYOC options for different security and compliance requirementsTry FreeLearn more about different Milvus deployment modelsPlays nicely with all your favorite AI toolsLangChainLlamaIndexOpenAIHugging FaceDSPyHaystackRagasMemGPTLoved by GenAI developersBased on our research, Milvus was selected as the vector database of choice (over Chroma and Pinecone). Milvus is an open-source vector database designed specifically for similarity search on massive datasets of high-dimensional vectors.Nandula AselSenior Data ScientistWith its focus on efficient vector similarity search, Milvus empowers you to build robust and scalable image retrieval systems. Whether you’re managing a personal photo library or developing a commercial image search application, Milvus offers a powerful foundation for unlocking the hidden potential within your image collections.Bhargav MankadSenior Solution ArchitectMilvus is a powerful vector database tailored for processing and searching extensive vector data. It stands out for its high performance and scalability, rendering it perfect for machine learning, deep learning, similarity search tasks, and recommendation systems.Igor GorbenkoBig Data ArchitectTrusted for production workloadsTrusted for production workloadsStart building your GenAI app nowGuided with notebooks developed by us and our communityRAGTry NowImage SearchTry NowMultimodal SearchTry NowUnstructured Data MeetupsJoin a Community of Passionate Developers and Engineers Dedicated to Gen AI.RSVP nowWhy Developers Prefer Milvus for Vector DatabasesScale as neededElastic scaling to tens of billions of vectors with distributed architecture.Blazing fastRetrieve data quickly and accurately with Global Index, regardless of scale.Reusable CodeWrite once, and deploy with one line of code into the production environment.Supportive CommunityFan-favorite vector database with extensive resources and supportive contributors. Feature-richMetadata filtering, hybrid search, multi-vector and more.Want to learn more about Milvus? View our documentationJoin the community of developers building GenAI apps with Milvus, now with over 25 million downloadsGet Milvus UpdatesSubscribe to get updates on the latest Milvus releases, tutorials and training from Zilliz, the creator and key maintainer of Milvus.Made with Love by the Devs from ZillizCopyright © Milvus. 2024 All rights reserved.ResourcesDocsBlogManaged MilvusTutorialsBootcampsDemoVideoToolsAttuMilvus CLIMilvus Sizing ToolMilvus Backup ToolCommunityGet InvolvedDiscordGithub

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