Gemma 4 adds native multimodal capabilities, Per-Layer Embeddings, and Shared KV Cache improvements not present in earlier versions.
For managed vector search workloads, Zilliz Cloud provides the enterprise infrastructure to store, index, and query embeddings at scale without operational overhead.
Related Resources
- Zilliz Cloud — Managed Vector Database — fully managed Milvus
- What Is a Vector Database? — background concepts
- Retrieval-Augmented Generation — RAG fundamentals
- Start Free on Zilliz Cloud — get started today