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Milvus

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Company health

Employee growth
26% increase in the last year
Web traffic
30% increase in the last quarter
Financing
May 2022 - $113M

Ratings

G2
4.7/5
(8)

Milvus description

Milvus is a free, open-source database specifically designed for managing and searching large collections of AI data. If your company uses AI that analyzes images, video, or text, Milvus can help you quickly find similar items within those collections. It is commonly used in applications like image recognition, recommendation systems, and fraud detection. Milvus is known for its speed, ability to handle massive datasets, and ease of use.


Who is Milvus best for

Milvus is an open-source vector database for AI applications. It excels at similarity searches within massive datasets of images, video, or text, making it ideal for recommendation systems and fraud detection. Its speed and scalability cater to companies of all sizes.

  • Ideal for small to large businesses seeking AI-powered data management.

  • Suitable for any industry dealing with large-scale unstructured data analysis.


Milvus features

Supported

Milvus supports searching for similar vectors using various metrics.

Supported

Milvus allows scaling database capacity up or down by adjusting the number of nodes.

Supported

Milvus is open-source, under the Apache 2.0 license, allowing free use, modification, and distribution.

Supported

Milvus supports cloud scalability through its architecture and integration with AWS.

Supported

Milvus is built with a shared-storage architecture that separates storage and computing resources, enabling independent scaling of each layer.


Milvus alternatives

  • Logo of Qdrant
    milvus vs Qdrant
    Find similar vectors fast. Scales and handles complex AI data.
    Read more
  • Logo of MyScale
    MyScale
    AI-powered vector database searchable with SQL. Scale easily.
    Read more
  • Logo of Zilliz
    Zilliz
    Similarity search for unstructured data. Scales easily in the cloud.
    Read more
  • Logo of Chroma Vector Database
    Chroma Vector Database
    Open-source AI-native embedding database for lightning-fast similarity search.
    Read more
  • Logo of Weaviate
    Weaviate
    Open-source database for AI, enabling smarter search and insights.
    Read more
  • Logo of Vespa
    Vespa
    Real-time search and AI-powered data platform for massive datasets.
    Read more

Milvus FAQ

  • What is Milvus and what does Milvus do?

    Milvus is an open-source vector database built for AI applications. It specializes in similarity searches for unstructured data like images and videos, enabling functionalities such as image recognition and recommendation systems. It's known for its speed, scalability, and ease of use.

  • How does Milvus integrate with other tools?

    Milvus integrates with various tools through its API and SDKs (Python, Java, Go, Node.js, and others). It also supports integration with cloud platforms like AWS and various data processing frameworks. This allows for flexible deployment and connection with existing data pipelines.

  • What the main competitors of Milvus?

    Milvus's main competitors include Qdrant, Zilliz Cloud, Weaviate, MongoDB, Google Cloud BigQuery, and ArangoDB. These alternatives offer various features for managing and searching large datasets, often with a focus on AI and machine learning applications.

  • Is Milvus legit?

    Milvus is a legitimate open-source database. It's known for its speed and scalability in handling large datasets for AI applications. Its open-source nature and positive growth further solidify its safe and reliable status.

  • How much does Milvus cost?

    Milvus is an open-source vector database and doesn't list pricing information for its product. Contact Milvus directly to determine if there are any associated costs.

  • Is Milvus customer service good?

    There is no information available about Milvus's customer service.


Reviewed by

MK
Michal Kaczor
CEO at Gralio

Michal has worked at startups for many years and writes about topics relating to software selection and IT management. As a former consultant for Bain, a business advisory company, he also knows how to understand needs of any business and find solutions to its problems.

TT
Tymon Terlikiewicz
CTO at Gralio

Tymon is a seasoned CTO who loves finding the perfect tools for any task. He recently headed up the tech department at Batmaid, a well-known Swiss company, where he managed about 60 software purchases, including CX, HR, Payroll, Marketing automation and various developer tools.

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