Sonic Server vs Milvus: What are the differences?
Developers describe Sonic Server as "Fast, lightweight & schema-less search backend". A fast, lightweight and schema-less search backend. It ingests search texts and identifier tuples that can then be queried against in microseconds. On the other hand, Milvus is detailed as "An Open Source Vector Similarity Search Engine". It is an open source similarity search engine for massive-scale feature vectors. Built with heterogeneous computing architecture for the best cost efficiency. Searches over billion-scale vectors take only milliseconds with minimum computing resources.
Sonic Server and Milvus belong to "Search Engines" category of the tech stack.
Some of the features offered by Sonic Server are:
- Search terms are stored in collections, organized in buckets
- Search results return object identifiers
On the other hand, Milvus provides the following key features:
- Heterogeneous computing
- Multiple indexes
- Intelligent resource management
Sonic Server and Milvus are both open source tools. Sonic Server with 7.7K GitHub stars and 218 forks on GitHub appears to be more popular than Milvus with 1.04K GitHub stars and 217 GitHub forks.