Blogs

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

October 16, 2025

Elasticsearch Inference API adds open customizable service

Learn how to leverage the new custom service integration with the Elasticsearch Open Inference API for seamless REST API model integration.

Elasticsearch Inference API adds open customizable service
Training LTR models in Elasticsearch with judgement lists based on user behavior data

Training LTR models in Elasticsearch with judgement lists based on user behavior data

Learn how to use UBI data to create judgment lists to automate the training of your Learning to Rank (LTR) models in Elasticsearch.

How to use the Synonyms UI to upload and manage Elasticsearch synonyms

October 14, 2025

How to use the Synonyms UI to upload and manage Elasticsearch synonyms

Learn how to use the Synonyms UI in Kibana to create synonym sets and assign them to indices.

AI Agent evaluation: How Elastic tests agentic frameworks

October 13, 2025

AI Agent evaluation: How Elastic tests agentic frameworks

Learn how we evaluate and test changes to an agentic system before releasing them to Elastic users to ensure accurate and verifiable results.

Creating an AI agent with n8n and MCP

October 10, 2025

Creating an AI agent with n8n and MCP

Exploring how to build a trend analytics agent with n8n while leveraging the Elasticsearch MCP server.

Connecting Elastic Agents to Gemini Enterprise via A2A protocol

October 9, 2025

Connecting Elastic Agents to Gemini Enterprise via A2A protocol

Learn how to use Agent Builder to expose your custom Elastic Agent to external services like Gemini Enterprise with the A2A protocol.

How to reduce the number of shards in an Elasticsearch Cluster

October 8, 2025

How to reduce the number of shards in an Elasticsearch Cluster

Learn how Elasticsearch shards affect cluster performance in this comprehensive guide, including how to get the shard count, change it from default, and reduce it if needed.

Multi-tenancy in Elastic Cloud on Kubernetes deployments: Example architectures

Multi-tenancy in Elastic Cloud on Kubernetes deployments: Example architectures

Explore architectural strategies for multi-tenancy ECK deployments, including soft vs hard multi-tenancy, Kubernetes isolation, and Elastic operator considerations.

Experiments in improving Agentic AI tools for Elasticsearch

October 6, 2025

Experiments in improving Agentic AI tools for Elasticsearch

Learn how we improved AI agent workflows for Elasticsearch through iterative experiments by combining linear retrievers, hybrid search, and semantic_text for scalable RAG optimization.

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