How To

March 24, 2025

Anomaly detection population jobs: Spotify Wrapped, part 3

Anomaly detection can be a daunting task at first, but in this blog, we'll dive into it and figure out how the different jobs can help us find unusual patterns in our Spotify Wrapped data.

Anomaly detection population jobs: Spotify Wrapped, part 3
Configurable chunking settings for inference API endpoints

March 21, 2025

Configurable chunking settings for inference API endpoints

Elasticsearch open inference API extends support for configurable chunking for document ingestion with semantic text fields.

 Scaling late interaction models in Elasticsearch - part 2

Scaling late interaction models in Elasticsearch - part 2

This article explores techniques for making late interaction vectors ready for large-scale production workloads, such as reducing disk space usage and improving computation efficiency.

Searching complex documents with ColPali - part 1

Searching complex documents with ColPali - part 1

The article introduces the ColPali model, a late-interaction model that simplifies the process of searching complex documents with images and tables, and discusses its implementation in Elasticsearch.

How to optimize RAG retrieval in Elastisearch with DeepEval

March 17, 2025

How to optimize RAG retrieval in Elastisearch with DeepEval

Learn how to optimize the Elasticsearch retriever in a RAG pipeline using DeepEval.

How to ingest data to Elasticsearch through Airbyte

March 14, 2025

How to ingest data to Elasticsearch through Airbyte

Using Airbyte to ingest data into Elasticsearch.

Building a Multimodal RAG system with Elasticsearch: The story of Gotham City

March 11, 2025

Building a Multimodal RAG system with Elasticsearch: The story of Gotham City

Learn how to build a Multimodal Retrieval-Augmented Generation (RAG) system that integrates text, audio, video, and image data to provide richer, contextualized information retrieval.

Beyond vectors: Intelligent hybrid search with agents

March 10, 2025

Beyond vectors: Intelligent hybrid search with agents

Vector search alone does not account for time, space, or intention, limiting its effectiveness. Thankfully, a solution lies in combining Elastic's traditional search features with Agentic LLMs.

Ingesting data with BigQuery

March 7, 2025

Ingesting data with BigQuery

Learn how to index and search Google BigQuery data in Elasticsearch using Python.

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