<?xml version="1.0" encoding="UTF-8"?><rss xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:content="http://purl.org/rss/1.0/modules/content/" xmlns:atom="http://www.w3.org/2005/Atom" version="2.0"><channel><title><![CDATA[Search Labs]]></title><description><![CDATA[Articles and tutorials from the Search team at Elastic]]></description><link>http://localhost:3000/search-labs</link><image><url>http://localhost:3000/search-labs/favicon.svg</url><title>Search Labs</title><link>http://localhost:3000/search-labs</link></image><generator>Search Labs</generator><lastBuildDate>Fri, 17 Apr 2026 04:07:46 GMT</lastBuildDate><atom:link href="http://localhost:3000/search-labs/rss/feed" rel="self" type="application/rss+xml"/><copyright><![CDATA[© 2026. Elasticsearch B.V. All Rights Reserved]]></copyright><item><title><![CDATA[Fast approximate ES|QL - part I]]></title><description><![CDATA[Introducing the work we've done on a fast approximate querying mode for ES|QL. In many cases, it allows us to achieve orders of magnitude latency reductions while providing accurate estimates.]]></description><link>http://localhost:3000/search-labs/blog/fast-approximate-esql-part-1</link><guid isPermaLink="true">http://localhost:3000/search-labs/blog/fast-approximate-esql-part-1</guid><enclosure url="https://cdn.sanity.io/images/me0ej585/search-labs-import-testing/17afc59be8a46957a341faec1f44c9cb0a221894-1918x1176.png" length="0" type="image/png"/></item><item><title><![CDATA[Is your ML job's datafeed losing a race it cannot win?]]></title><description><![CDATA[Learn how switching from scroll-based to aggregation-based datafeeds optimizes machine learning jobs for large-scale deployments.]]></description><link>http://localhost:3000/search-labs/blog/elastic-machine-leaning-jobs-aggregation-datafeeds</link><guid isPermaLink="true">http://localhost:3000/search-labs/blog/elastic-machine-leaning-jobs-aggregation-datafeeds</guid><enclosure url="https://cdn.sanity.io/images/me0ej585/search-labs-import-testing/023e3e6cb25891f789129d496c181113cc570f1f-1280x720.png" length="0" type="image/png"/></item><item><title><![CDATA[How big is too big? Elasticsearch sizing best practices]]></title><description><![CDATA[There’s no hard size limit in Elasticsearch, but there are clear signals you've outgrown your setup. Learn how to size shards, manage node limits, choose storage by tier, and use AutoOps to catch problems before they happen.]]></description><link>http://localhost:3000/search-labs/blog/elasticsearch-node-shard-size-best-practices</link><guid isPermaLink="true">http://localhost:3000/search-labs/blog/elasticsearch-node-shard-size-best-practices</guid><enclosure url="https://cdn.sanity.io/images/me0ej585/search-labs-import-testing/2576886b8938e8265c6fafc9dcee6a4442f6a2fa-1408x768.png" length="0" type="image/png"/></item><item><title><![CDATA[New ES|QL plugin for IntelliJ IDEA]]></title><description><![CDATA[Build and run ES|QL queries in your IDE with the new plugin for IntelliJ IDEA.]]></description><link>http://localhost:3000/search-labs/blog/esql-plugin-intellij-idea</link><guid isPermaLink="true">http://localhost:3000/search-labs/blog/esql-plugin-intellij-idea</guid><enclosure 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reproducible para la agrupación no supervisada de documentos con Elasticsearch y embeddings de Jina.]]></description><link>http://localhost:3000/search-labs/blog/unsupervised-document-clustering-elasticsearch-jina-embeddings</link><guid isPermaLink="true">http://localhost:3000/search-labs/blog/unsupervised-document-clustering-elasticsearch-jina-embeddings</guid><enclosure url="https://cdn.sanity.io/images/me0ej585/search-labs-import-testing/662c00694c3e0c2fb2128098bdb6813df9e86a72-1280x720.png" length="0" type="image/png"/></item><item><title><![CDATA[Clustering de documents non supervisé avec Elasticsearch + Jina embeddings]]></title><description><![CDATA[Une approche pratique et reproductible pour le clustering non supervisé de documents avec Elasticsearch et les embeddings Jina.]]></description><link>http://localhost:3000/search-labs/blog/unsupervised-document-clustering-elasticsearch-jina-embeddings</link><guid 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Jina 임베딩을 활용한 비지도형 문서 클러스터링을 위한 실용적이고 재현 가능한 접근 방식.]]></description><link>http://localhost:3000/search-labs/blog/unsupervised-document-clustering-elasticsearch-jina-embeddings</link><guid isPermaLink="true">http://localhost:3000/search-labs/blog/unsupervised-document-clustering-elasticsearch-jina-embeddings</guid><enclosure url="https://cdn.sanity.io/images/me0ej585/search-labs-import-testing/662c00694c3e0c2fb2128098bdb6813df9e86a72-1280x720.png" length="0" type="image/png"/></item><item><title><![CDATA[Clustering não supervisionado de documentos com Elasticsearch + embeddings Jina]]></title><description><![CDATA[Uma abordagem prática e reproduzível para clustering não supervisionado de documentos com Elasticsearch e embeddings Jina.]]></description><link>http://localhost:3000/search-labs/blog/unsupervised-document-clustering-elasticsearch-jina-embeddings</link><guid 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short without governance and how a control layer ensures predictable and intent-driven results, thus improving retrieval.]]></description><link>http://localhost:3000/search-labs/blog/ecommerce-search-governance-improve-retrieval</link><guid isPermaLink="true">http://localhost:3000/search-labs/blog/ecommerce-search-governance-improve-retrieval</guid><enclosure url="https://cdn.sanity.io/images/me0ej585/search-labs-import-testing/3793259b01a5653a7520393a2f006610de0d21e7-1280x720.png" length="0" type="image/png"/></item><item><title><![CDATA[Warum die E-Commerce-Suche Governance benötigt]]></title><description><![CDATA[Erfahren Sie, warum E-Commerce-Suche ohne Governance unzureichend ist und wie eine Kontrollschicht vorhersehbare und absichtsgesteuerte Ergebnisse gewährleistet und damit die Suche verbessert.]]></description><link>http://localhost:3000/search-labs/blog/ecommerce-search-governance-improve-retrieval</link><guid 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type="image/png"/></item><item><title><![CDATA[Pourquoi la recherche en e-commerce nécessite une gouvernance]]></title><description><![CDATA[Découvrez pourquoi la recherche e-commerce échoue sans gouvernance et comment une couche de contrôle garantit des résultats prévisibles et axés sur l’intention, améliorant ainsi la récupération des données.]]></description><link>http://localhost:3000/search-labs/blog/ecommerce-search-governance-improve-retrieval</link><guid isPermaLink="true">http://localhost:3000/search-labs/blog/ecommerce-search-governance-improve-retrieval</guid><enclosure url="https://cdn.sanity.io/images/me0ej585/search-labs-import-testing/3793259b01a5653a7520393a2f006610de0d21e7-1280x720.png" length="0" type="image/png"/></item><item><title><![CDATA[eコマース検索にガバナンスが必要な理由]]></title><description><![CDATA[ガバナンスがないeコマース検索が不十分になる理由と、制御レイヤーが予測可能で意図に基づいた結果を保証し、検索の改善を実現する方法について学びましょう。]]></description><link>http://localhost:3000/search-labs/blog/ecommerce-search-governance-improve-retrieval</link><guid isPermaLink="true">http://localhost:3000/search-labs/blog/ecommerce-search-governance-improve-retrieval</guid><enclosure url="https://cdn.sanity.io/images/me0ej585/search-labs-import-testing/3793259b01a5653a7520393a2f006610de0d21e7-1280x720.png" length="0" type="image/png"/></item><item><title><![CDATA[전자 상거래 검색에 거버넌스가 필요한 이유]]></title><description><![CDATA[거버넌스가 없는 전자 상거래 검색이 왜 한계에 부딪히는지, 그리고 제어 계층이 어떻게 예측 가능하고 의도 기반한 결과를 보장하여 검색 품질을 향상하는지 알아보세요.]]></description><link>http://localhost:3000/search-labs/blog/ecommerce-search-governance-improve-retrieval</link><guid isPermaLink="true">http://localhost:3000/search-labs/blog/ecommerce-search-governance-improve-retrieval</guid><enclosure 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type="image/png"/></item><item><title><![CDATA[为什么电子商务搜索需要治理]]></title><description><![CDATA[了解为什么没有治理的电子商务搜索会失效，以及控制层如何确保可预测和基于意图的结果，从而改善检索。]]></description><link>http://localhost:3000/search-labs/blog/ecommerce-search-governance-improve-retrieval</link><guid isPermaLink="true">http://localhost:3000/search-labs/blog/ecommerce-search-governance-improve-retrieval</guid><enclosure url="https://cdn.sanity.io/images/me0ej585/search-labs-import-testing/3793259b01a5653a7520393a2f006610de0d21e7-1280x720.png" length="0" type="image/png"/></item><item><title><![CDATA[Migrating your OpenShift Elasticsearch 6.x cluster to Elastic Cloud on Kubernetes (ECK)]]></title><description><![CDATA[A step-by-step guide on how to migrate from the legacy OpenShift Elasticsearch Operator (ES 6.x) to the modern Elastic Cloud on Kubernetes (ECK).]]></description><link>http://localhost:3000/search-labs/blog/openshift-elastic-cloud-kubernetes-migration</link><guid 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