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What is new in Milvus 2.4Learn more >>
 * Products
   
   Zilliz Cloud
   
   Fully-managed vector database service designed for speed, scale and high
   performance.
   
   Zilliz Cloud vs. Milvus
   
   Milvus
   
   Open-source vector database built for billion-scale vector similarity search.
   
    * Pipelines
    * BYOC
    * Benchmark
    * Open Source
    * Integrations
    * Support Portal
   
   
   Introducing Zilliz Cloud Pipelines: A One-Stop Service for Building
   AI-Powered Search
 * Pricing
    * Pricing PlanFlexible pricing options for every team on any budget
    * CalculatorEstimate your cost
   
   
   Free Tier
 * Developers
   
   Documentation
   
   The Zilliz Cloud Developer Hub where you can find all the information to work
   with Zilliz Cloud
   
   Learn More
   
    * Learn
    * GenAI Resource Hub
    * AI Models
    * Community
   
   
   Join the Milvus Discord Community
 * Resources
    * Blog
    * Whitepapers
    * Webinars
    * Trainings
    * Events
   
   
   Why Vector Databases Matter for Unstructured Data
 * Solutions
   By Use CaseRetrieval Augmented GenerationView all use casesView by
   industryView all customer stories
   
   Ivy.ai Scales GenAI-Powered Communication with Zilliz Cloud

Contact usLog inGet Started Free



BUILT FOR PERFORMANCE, PRICED FOR SCALABILITY.


POWERED BY OPEN-SOURCE MILVUS, ZILLIZ DELIVERS THE MOST PERFORMANT AND
COST-EFFECTIVE VECTOR DATABASE FOR AI AT ANY SCALE.

Get Started Free

No credit card required.

Why Zilliz Cloud is the Top Choice for Enterprise-Level Vector Search.






UNLEASH THE POWER OF MILVUS ADVANCED VECTOR SEARCH WITH ZILLIZ CLOUD.


WHY MILVUS

Milvus is the most popular and fastest-growing open-source vector database, with
over 28000 stars on GitHub and 50 million+ downloads. Milvus supports
billion-scale vector search with ease, and is trusted by over 5,000 enterprise
users.

CompareGet Started Free


WHY ZILLIZ CLOUD

Zilliz Cloud provides a fully-managed Milvus service, made by the creators of
Milvus. It simplifies the deploying and scaling of vector search applications by
eliminating the need to construct and maintain complex infrastructure.

Get Started FreeLearn more about Zilliz Cloud


BUILD WITH CONFIDENCE AND SUPERCHARGE YOUR AI APPLICATIONS.

Sign up for a free Zilliz Cloud account and grab one of our official SDKs to
start. Then, create your first collection and conduct a vector similarity search
to power your AI application in minutes, and when you are ready to launch your
app, upgrade to a pay-as-you-go plan.

Get Started Free
Python
Java
Go
Node.js
View Full Code

*This code is for preview purposes only# connect to your database 
client = MilvusClient(ZILLIZ_CLOUD_URI, token) 

# create a new schema 
schema = client.create_schema(auto_id=True) 
schema.add_field("id", DataType.INT64, is_primary=True) 
schema.add_field("vector", DataType.FLOAT_VECTOR, dim=768) 

# create your collection 
index_param = client.prepare_index_params("vector", metric_type="L2") 
client.create_collection_with_schema("my_collection", schema, index_param) 

# start using it!
client.insert("my_collection", [{"title": "The Great Gatsby", "vector": [0.21, -0.34, ...]})]
client.search("my_collection", data=[0.008266705, 0.009836753, 0.04397694])



WORKS SEAMLESSLY WITH YOUR TECH STACK.

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Learn Vector Database Integrations


HIGH PERFORMANCE AND RELIABILITY AT ANY SCALE.


 * EASY TO USE
   
   No experience required. You can easily establish a large-scale vector
   similarity search service in minutes. Stay out of Ops and focus on your
   business logic.


 * OPTIMIZED MILVUS
   
   A fully managed service built on Milvus with an optimized AUTOINDEX balancing
   recall and performance, resulting in enhanced efficiency and lower TCO.


 * BLAZING FAST
   
   Enables a 10x faster vector retrieval speed than Milvus with the Cardinal
   search engine, unparalleled by any other vector database management system.


 * HIGHLY SCALABLE
   
   Ideal for large-scale vector data with distributed, high-throughput
   capabilities. Easily scale the cluster to 500 CUs, serving over 100 billion
   items.


 * HIGH AVAILABILITY
   
   Offers unparalleled customer experience and industry-leading SLAs, Zilliz
   offers 99.95% monthly uptime for all the products on our cloud.


 * SECURITY & GOVERNANCE
   
   Meets the SOC2 Type II and ISO27001 standards and supports Role-Based Access
   Control (RBAC) for robust data protection.


 * BUILT-IN EMBEDDING PIPELINES
   
   Converts unstructured data into searchable vector embeddings, navigating from
   data preparation to chunking, model selection, and transformation.


 * MULTI-CLOUD
   
   Available on AWS, Azure, and GCP across eight regions worldwide, ensuring
   access to Zilliz Cloud's powerful capabilities wherever your projects are
   hosted.


 * AI INTEGRATIONS
   
   Zilliz Cloud integrates with leading AI models and frameworks to transform
   unstructured data into a searchable and valuable asset.


START BUILDING BETTER VECTOR SEARCH APPLICATIONS TODAY

Deploy your vector database on AWS, GCP or Azure and start using it in just a
few minutes.

Get Started Free



WHERE CAN VECTOR DATABASES HELP?


 * RETRIEVAL AUGMENTED GENERATION (RAG)
   
   Expand LLMs' knowledge by incorporating external data sources into LLMs and
   your AI applications.


 * RECOMMENDER SYSTEM
   
   Recommend information or products to users based on their past behaviors and
   preferences.


 * TEXT/SEMANTIC SEARCH
   
   Search for semantically similar texts across vast amounts of natural language
   documents.


 * IMAGE SIMILARITY SEARCH
   
   Search for visually similar images from a vast collection of image libraries.


 * AUDIO SIMILARITY SEARCH
   
   Find similar audio results from massive amounts of audio data such as music,
   sound effects, and speeches.


 * VIDEO SIMILARITY SEARCH
   
   Search for similar videos from extensive collections of video libraries.


 * QUESTION ANSWERING SYSTEM
   
   Interactive QA chatbot that automatically answers user questions.


 * MOLECULAR SIMILARITY SEARCH
   
   Search for similar substructures, superstructures, and other structures for a
   specified molecule.


 * MULTIMODAL SIMILARITY SEARCH
   
   Query across different modalities such as texts, videos, audio, and images. 

View all use cases


WANT TO LEARN MORE ABOUT VECTOR DATABASES?

The surge in unstructured data demands a paradigm shift to a new category: the
Vector Database. Explore this guide on Vector Databases.

Learn more about Vector Database



ZILLIZ IS A G2 VECTOR DATABASE LEADER


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