AI agents need real-time analytics, not just vector search. Apache Doris unifies both capabilities, offering native hybrid search in one real-time engine built for agent workloads.

Apache Doris 4.1 adds more native ANN vector indexes, IVF and IVF_ON_DISK, directly inside its OLAP engine, reaching 900 QPS at 97% recall on VectorDBBench.

VARIANT data type and native inverted indexes in Apache Doris offer a hybrid modeling approach that handles dynamic, schema-evolving agent observability logs with high performance.