Inside Elastic

December 11, 2025

Evaluating search query relevance with judgment lists

Explore how to build judgment lists to objectively evaluate search query relevance and improve performance metrics such as recall, for scalable search testing in Elasticsearch.

Evaluating search query relevance with judgment lists
How excessive replica counts can degrade performance, and what to do about it

December 8, 2025

How excessive replica counts can degrade performance, and what to do about it

Learn about the impact of high replica counts in Elasticsearch, and how to ensure cluster stability by right-sizing your replicas.

Configuring recursive chunking for structured documents in Elasticsearch

November 11, 2025

Configuring recursive chunking for structured documents in Elasticsearch

Learn how to configure recursive chunking in Elasticsearch with chunk size, separator groups, and custom separator lists for optimal structured document indexing.

Context engineering using Mistral Chat completions in Elasticsearch

October 30, 2025

Context engineering using Mistral Chat completions in Elasticsearch

Learn how to utilize context engineering with Mistral Chat completions in Elasticsearch to ground LLM responses in domain-specific knowledge for accurate outputs.

A new era for Elastic Discover: ES|QL, context & multi-tabs

October 24, 2025

A new era for Elastic Discover: ES|QL, context & multi-tabs

Learn about the evolution of Elastic's Discover, covering ES|QL integration, context-aware querying, multi-exploration tabs, and the new CRUD experience in 9.2.

Low-memory benchmarking in DiskBBQ and HNSW BBQ

Low-memory benchmarking in DiskBBQ and HNSW BBQ

Benchmarking Elasticsearch latency, indexing speed, and memory usage for DiskBBQ and HNSW BBQ in low-memory environments.

Semantic search with GPU inference in Elastic

October 23, 2025

Semantic search with GPU inference in Elastic

Learn how Elastic's EIS leverages GPU inference and ELSER to power fast, accurate semantic search.

Elastic's Kibana navigation refresh in 9.2 from user feedback

October 23, 2025

Elastic's Kibana navigation refresh in 9.2 from user feedback

Learn how the Elastic team made it easier to navigate in Kibana 9.2 with an on-hover menu access, a visible menu in collapsed mode, and icon-driven navigation.

Introducing a new vector storage format: DiskBBQ

Introducing a new vector storage format: DiskBBQ

Introducing DiskBBQ, an alternative to HNSW, and exploring when and why to use it.

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