...
Improve the availability with multiple replicas
Better memory usage control mechanism
Performance
2C8G 1M 128 dim Vector, serial search latency < 5ms
2C8G 1M 128 dim Vector, 50 thread concurrent search latency < 50ms(QPS > 1000)
Release vector search benchmark and tool
Support large cluster with tens of billion vectors and scale linearly
Improve the hybrid search/retrieve performance
Major functionalities
Partition refine
...
Change Data capture
GPU Index support (Optional)
SDK
Go SDK fully tested
Restful API Documentation
Refine python, java, go, node SDK and sync up all APIs
...
- Refactoring Data storage format to support new scalar execution engine and better compression
- Refactoring data coordinator and index coordinator, combine to single process and make it easy to understand and deploy
- Refine Implement QueryNode V2 to simplify search path and improve search performance
...
- Support Huggingface , PaddlePaddle and OpenAI as the inference engine
- Support Data Migration from Milvus 1.0, Faiss, Hnswlib to Milvus 2.0
- Support to deploy Milvus on GCP easily
- Feder support - Vector data visualization
- More trouble solving tools such as tracing, birdwatcher and dynamic config support
Documents
1. Update all user document
2. First version of milvus technical guide