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Elasticsearch autocomplete search
Elasticsearch Labs

Elasticsearch autocomplete search

Exploring different approaches to handling autocomplete in Elasticsearch, from basic to advanced, including search as you type, query time, completion suggester, and index time.

Amit Khandelwal
Exploring OpenAI CLIP alternatives
Elasticsearch Labs

Exploring OpenAI CLIP alternatives

Analyzing alternatives to the OpenAI CLIP model for image-to-image, and text-to-image search.

Jeffrey Rengifo
Elasticsearch hybrid search
Elasticsearch Labs

Elasticsearch hybrid search

Learn about hybrid search, the types of hybrid search queries Elasticsearch supports, and how to craft them.

Valentin Crettaz
Using Ollama with the Inference API
Elasticsearch Labs

Using Ollama with the Inference API

Learn how to integrate Ollama with Elasticsearch using the Inference API.

Jeffrey Rengifo
Self-querying retrievers with Elasticsearch: Unleashing your metadata
Elasticsearch Labs

Self-querying retrievers with Elasticsearch: Unleashing your metadata

Discover how to utilize self querying retrievers with Elasticsearch to increase the relevance of your semantic search with structured filters.

Josh Asres
Elasticsearch: 15 years of indexing it all, finding what matters
Elasticsearch Labs

Elasticsearch: 15 years of indexing it all, finding what matters

Elasticsearch turned 15 years old! Explore Elasticsearch history — 15 years of indexing and searching, and look ahead to the next 15 years of relevance.

Shay Banon
Are synonyms important in RAG?
Elasticsearch Labs

Are synonyms important in RAG?

Exploring the functionality of Elasticsearch synonyms in a Retrieval Augmented Generation (RAG) application.

Jeffrey Rengifo
How to set up vector search in Elasticsearch
Elasticsearch Labs

How to set up vector search in Elasticsearch

Learn how to set up vector search in Elasticsearch and execute k-NN searches.

Valentin Crettaz
Concurrency bugs in Lucene: How to fix optimistic concurrency failures
Elasticsearch Labs

Concurrency bugs in Lucene: How to fix optimistic concurrency failures

Thanks to Fray, a deterministic concurrency testing framework from CMU’s PASTA Lab, we tracked down a tricky Lucene bug and squashed it

Benjamin Trent
A quick introduction to vector search
Elasticsearch Labs

A quick introduction to vector search

This article is the first in a series of three that will dive into the intricacies of vector search, also known as semantic search, and how it is implemented in Elasticsearch.

Valentin Crettaz
Implementing clustering workflows in Elastic to enhance search relevance
Elasticsearch Labs

Implementing clustering workflows in Elastic to enhance search relevance

We demonstrate how to integrate custom clustering models into the Elastic Stack by leveraging OpenAI text-ada-002 vectors, streamlining the workflow within Elastic’s ecosystem.

Gus Carlock
How to ingest data to Elasticsearch through Logstash
Elasticsearch Labs

How to ingest data to Elasticsearch through Logstash

A step-by-step guide to integrating Logstash with Elasticsearch for efficient data ingestion, indexing, and search.

Andre Luiz