Milvus 2023 Year in Review

Milvus has seen significant advancements in 2023, focusing on stability, performance, and memory efficiency. Key developments include zero-downtime rolling upgrades, a 3x performance improvement in production environments, a 5% recall improvement on the Beir dataset with hybrid search, and 10x memory savings through disk-based indexing and MMap support. The year also saw 20 releases driven by community feedback, enabling multi-tenancy for millions of tenants, and reaching 10 million Docker image pulls. Milvus continues to scale to billions of entities in a single collection, demonstrating its robust architecture for large-scale AI applications.