Machine Learning Engineer at a consumer goods company with 51-200 employees
Real User
Top 5
2024-05-13T07:22:51Z
May 13, 2024
Milvus could make it simpler. Simplifying the requirements and making it more accessible. It could be more user-friendly. However, their recent addition of a support server and their ongoing work indicate a commitment to continuous improvement.
Data Scientist at a tech services company with 1,001-5,000 employees
Real User
Top 10
2024-04-29T11:52:00Z
Apr 29, 2024
Milvus could be improved how it could automatically generate insights from the data it holds. Milvus maintains embedding information and knows the relationships between data points. It would be useful to explore how Milvus can provide more detailed insights or support additional business use cases, such as identifying clusters of similar data and deriving actionable insights from them. Additionally, video interpretation and protection could be areas where Milvus could offer extra value.
Leader, Data Science Practice at a computer software company with 5,001-10,000 employees
MSP
Top 5
2024-04-22T14:04:29Z
Apr 22, 2024
Milvus' documentation is not very user-friendly and doesn't help me get started quickly. Milvus usually comes with some dependencies because of the way it needs to be deployed.
Milvus has more overhead than other solutions especially with etcd setup and is too heavy for our use cases. Milvus has higher resource consumption, which introduces complexity in implementation.
PeerSpot users agreed that functionality is of utmost importance to a quality Open Source Database (OSD). The specifications will change depending on the task you are trying to accomplish, but any Open Source Database needs to be solidly functional or there is nothing to work with. On an individual basis, scalability, metrics, and security are important features to look for. Users were clear that the efficiency of the medium which will connect the OSD with the application running it is...
Milvus could make it simpler. Simplifying the requirements and making it more accessible. It could be more user-friendly. However, their recent addition of a support server and their ongoing work indicate a commitment to continuous improvement.
Milvus could be improved how it could automatically generate insights from the data it holds. Milvus maintains embedding information and knows the relationships between data points. It would be useful to explore how Milvus can provide more detailed insights or support additional business use cases, such as identifying clusters of similar data and deriving actionable insights from them. Additionally, video interpretation and protection could be areas where Milvus could offer extra value.
Milvus' documentation is not very user-friendly and doesn't help me get started quickly. Milvus usually comes with some dependencies because of the way it needs to be deployed.
Milvus has more overhead than other solutions especially with etcd setup and is too heavy for our use cases. Milvus has higher resource consumption, which introduces complexity in implementation.