Blogs

Developer insights and practical how-to articles from our experts to inspire and empower your search experience.

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The sparse vector query: Searching sparse vectors with inference or precomputed query vectors

Learn about the Elasticsearch sparse vector query, how it works, and how to effectively use it.

Kathleen DeRusso

GenAI for Customer Support — Part 2: Building a Knowledge Library

This series gives you an inside look at how we're using generative AI in customer support. Join us as we share our journey in real-time!

Cory Mangini

Build AI conversational search for your customer success application with Elasticsearch and OpenAI

Learn how to build an AI conversational search for customer success applications using Elasticsearch and OpenAI.

Lionel Palacin

Bit vectors in Elasticsearch

Discover what are bit vectors, their practical implications and how to use them in Elasticsearch.

Benjamin Trent

Evaluating search relevance part 1 - The BEIR benchmark

Learn to evaluate your search system in the context of better understanding the BEIR benchmark, with tips & techniques to improve your search evaluation processes.

Thanos Papaoikonomou

Introducing Learning To Rank (LTR) in Elasticsearch

Discover how Learning To Rank (LTR) can help you to improve your search ranking and how to implement it in Elasticsearch.

Aurélien Foucret

Build a RAG application with Elasticsearch's semantic_text and Amazon Bedrock

Learn how to build a RAG application using Elasticsearch's semantic_text mapping type and Amazon Bedrock without leaving Elastic.

Gustavo Llermaly

Elasticsearch open inference API adds Amazon Bedrock support

Elasticsearch open inference API added Amazon Bedrock support. Here's how to use Amazon Bedrock models via Elasticsearch's open inference API.

Mark Hoy

Playground: Experiment with RAG using Bedrock Anthropic Models and Elasticsearch in minutes

Explore Elastic's Playground and learn how to use it to experiment with RAG applications using Bedrock Anthropic Models & Elasticsearch.

Joe McElroy

Search complex documents using Unstructured.io and Elasticsearch vector database

Learn how to ingest and search complex proprietary documents with Unstructured.io and Elasticsearch for RAG applications.

Amy Ghate

Combining sparse, dense and geo fields in Elasticsearch

Explore Elasticsearch data fields, such as sparse, dense & geo fields, and how to combine them to produce in-depth analytics on your data.

Madhusudhan Konda

How Generative AI will transform web accessibility: Building an AI screen reader

Explore Generative AI's impact on web accessibility and learn how to build a smarter, more intuitive screen reader with AI.

Matthew Adams