Category: AI

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Using LLMs to build an Elastic connector fast: A Crawl4AI tutorial

Learn how easy it is to build a custom Elastic connector using LLMs. We'll be creating a Crawl4AI connector for Elastic's Connector Framework.

Jedr Blaszyk

Evaluating your Elasticsearch LLM applications with Ragas

Assessing the quality of a RAG solution using Ragas metrics and Elasticsearch.

Jessica Garson

Turbocharge your troubleshooting: Building a RAG application for appliance manuals with Elasticsearch

Learn how to build a RAG app using Elasticsearch to effortlessly troubleshoot your home appliance issues.

Alessandro Brofferio

Building intelligent duplicate detection with Elasticsearch and AI

Explore how organizations can leverage Elasticsearch to detect and handle duplicates in loan or insurance applications.

Dayananda Srinivas

LlamaIndex and Elasticsearch Rerankers: Unbeatable simplicity

Learn how to transition from Llamaindex RankGPT reranker to Elastic built-in semantic reranker.

Jeffrey Rengifo

AI-powered dashboards: From a vision to Kibana

Generate a dashboard using an LLM to process an image and turn it into a Kibana Dashboard.

Jeffrey Rengifo

Longer context ≠ better: Why RAG still matters

Learn why the RAG strategy is still relevant and gives the most efficient and better results.

Jeffrey Rengifo

Building an agentic RAG assistant with JavaScript, Mastra and Elasticsearch

Learn how to build AI agents in the JavaScript ecosystem

JD Armada

Building an MCP server with Elasticsearch for real health data

Learn learn how to build an MCP server using FastMCP and Elasticsearch to manage and search data.

Alex Salgado

Improving Copilot capabilities using Elasticsearch

Discover how to use Elasticsearch with Microsoft 365 Copilot Chat and Copilot in Microsoft Teams.

Jeffrey Rengifo

Elasticsearch open inference API adds support for IBM watsonx.ai rerank models

Explore how to use IBM watsonx™ reranking when building semantic search experiences in Elasticsearch.

Saikat Sarkar

Using Azure LLM Functions with Elasticsearch for smarter query experiences

Explore an example real estate search app that uses Azure Gen AI LLM Functions with Elasticsearch to provide flexible hybrid search results. See step-by-step how to configure and run the example app in GitHub Codespaces.

Jonathan Simon