Elasticsearch Labs

Elasticsearch Labs is the one-stop destination for developers to learn how to easily utilize Elasticsearch to build advanced search experiences including generative AI, embedding models, reranking capabilities and more.

Featured Articles

Query rewrite rules in Elasticsearch: 2.3x faster wildcard scans

A second rule makes empty-string filters 1.6x faster. It reads string lengths straight from the offset array and never touches the compressed bytes. Both rules came from the same habit of running real queries and hunting for the special case.

Parker Timmins

Backfill time series data in Elasticsearch: Load months of historical metrics through the bulk API

Mary Gouseti

Introducing SPARKLINE in ES|QL: Spot trends at a glance

Daniel Rubinstein

Elasticsearch vector search is up to 8x faster than OpenSearch

Sachin Frayne

Agent Builder, beyond the chatbox: Introducing Augmented Infrastructure

Alexander Wert
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