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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.
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Ideal for small to large businesses seeking AI-powered data management.
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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
milvus vs QdrantMore suited for medium to large businesses in eCommerce, IT, and Marketing. Has stronger momentum based on LinkedIn employee growth.Read more
ZillizEasier to use cloud-based platform leveraging Milvus. Better for users unfamiliar with vector databases. More focused on Ecommerce, Retail, and Software/IT/Telecommunications.Read more
WeaviateBetter for larger enterprises and software companies. Has more momentum based on employee growth. Supports GraphQL and HTTP integration.Read more
MongoDBBetter for structured data management and general-purpose database needs. A popular Milvus competitor, MongoDB is preferred by users for its flexible schema and mature SQL support. It has wider industry adoption and more user reviews.Read more
Google Cloud BigQueryBetter for data warehousing and business intelligence. Not open-source, relies on Google Cloud Platform. More mature, with established user base and readily available support. Suited for users comfortable with SQL and cloud environments.Read more
ArangoDBBetter for managing interconnected data, especially for applications like fraud detection and network management. AQL offers a flexible querying language. Multi-model approach simplifies data management. However, ArangoDB has a steeper learning curve and can be more expensive. It is growing slower than Milvus.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
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.
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.