Elastic 9.5: Columnar, VectorDB index mode & auto-calibration, and AI-driven alert triage
Aug 4, 2026

Summary
Elasticsearch 9.5 introduces Columnar Mode, an opt-in indexing mode that stores fields in a column store for reduced storage and faster analytical queries. It also introduces Columnar Logs, a specialized profile for log data that keeps a single inverted index on the message field for fast full-text search while storing everything else columnarly. VectorDB index mode is introduced for high-performance vector search with a single setting, automatically tuning quantization, merge policy, and cache loading.
More from the Columnar Storage and VectorDB Indexing trail
- Elastic’s new metrics capabilities will dramatically improve uptime for public sector IT
- Crafting a hybrid geospatial RAG application with Elastic and Amazon Bedrock
- Understanding the approximate nearest neighbor (ANN) algorithm
- Vector database vs. graph database: Understanding the differences
- Generative AI (GAI) using Elastic & Amazon SageMaker JumpStart - Elasticsearch Labs