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 * Why Milvus
    * What is Milvus
    * Use Cases

 * Docs
 * Tutorials
    * Codelabs
    * Bootcamp
    * Demos
    * Video

 * Tools
    * Attu
    * Milvus CLI
    * Sizing Tool
    * Milvus Backup

 * Blog
 * Community

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THE VECTOR DATABASE BUILT FOR
DEVELOPERS

Milvus is an open-source vector database that brings search to GenAI
applications. pip-install on your laptop, use with popular AI dev tools and
scale to billions of vectors.

pip install pymilvus

Get Started


START RUNNING MILVUS IN SECONDS

 * Create Collection
 * Insert Data
 * Search
 * Delete Data
   

from pymilvus import MilvusClient
client = MilvusClient("milvus_demo.db")
client.create_collection(
  collection_name="demo_collection",
  dimension=5
)


LOOKING FOR A MANAGED MILVUS TO MINIMIZE YOUR OPS BURDEN?

Try Zilliz Cloud Free



PICK THE SIZE THAT WORKS FOR YOU


MILVUS LITE

Lightweight, easy to start

 * Get started in seconds
 * Runs on laptops, notebooks, mobile and edge devices

Get Started


MILVUS ON DOCKER OR K8S

Highly scalable, optimized for performance

 * Easy to deploy on Docker and Kubernetes
 * Scales to billions of vectors

Learn More


ZILLIZ CLOUD

Fully managed Milvus with minimal ops

 * Production-ready reliability
 * Pay-as-you-go options without the DevOps hassles

Try Free

Plays nicely with all your favorite AI tools

 * LangChain
 * LlamaIndex
 * OpenAI
 * Hugging Face
 * DSPy
 * Haystack
 * Ragas
 * MemGPT


LOVED BY GENAI DEVELOPERS

 * Based 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 Asel
   
   Senior Data Scientist

 * With 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 Mankad
   
   Senior Solution Architect

 * Milvus 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 Gorbenko
   
   Big Data Architect


TRUSTED FOR PRODUCTION WORKLOADS




WHY DEVELOPERS PREFER MILVUS FOR VECTOR DATABASES

 * pip install pymilvus
   
   EASY SETUP
   
   Pip-install to start coding in a notebook within seconds.

 * REUSABLE CODE
   
   Write once, and deploy with one line of code into production environments.

 * INTEGRATIONS
   
   Integrated with LangChain, LlamaIndex and many other AI dev tools.

 * FEATURE-RICH
   
   Metadata filtering, hybrid search, multi-vector and more.

 * SUPPORTIVE COMMUNITY
   
   Fan-favorite vector database with extensive resources and supportive
   contributors.

Want to learn more about Milvus? View our documentation


START BUILDING YOUR GENAI APP NOW

With integrations built by us and our community.


 * LANGCHAIN STARTER GUIDE
   
   Learn More


 * LLAMAINDEX STARTER GUIDE
   
   Learn More


 * DSPY STARTER GUIDE
   
   Learn More


UNSTRUCTURED DATA MEETUPS

Join a Community of Passionate Developers and Engineers Dedicated to Gen AI.

RSVP now


JOIN THE COMMUNITY OF DEVELOPERS BUILDING GENAI APPS WITH MILVUS, NOW WITH OVER
25 MILLION DOWNLOADS




GET MILVUS UPDATES

Subscribe to get updates on the latest Milvus releases, tutorials and training
from Zilliz, the creator and key maintainer of Milvus.



Subscribe
Made with Love by the Devs from Zilliz


Copyright © Milvus. 2024 All rights reserved.


RESOURCES

 * Docs
 * Blog
 * Managed Milvus


TUTORIALS

 * Bootcamps
 * Demo
 * Video


TOOLS

 * Attu
 * Milvus CLI
 * Milvus Sizing Tool
 * Milvus Backup Tool


COMMUNITY

 * Get Involved
 * Discord
 * Github


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