JW

James Williams

Senior Principal Solutions Architect

Author's articles

 Implementing agentic search with observability to autotune relevance in Elasticsearch

November 19, 2025

Implementing agentic search with observability to autotune relevance in Elasticsearch

Learn how to implement agentic search in Elasticsearch to automatically train a relevance model from logged user data.

Using Azure LLM Functions with Elasticsearch for smarter query experiences

June 13, 2025

Using Azure LLM Functions with Elasticsearch for smarter query experiences

Try out the 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.

Parse PDF text and table data with Azure AI Document Intelligence

March 26, 2025

Parse PDF text and table data with Azure AI Document Intelligence

Learn how to parse PDF documents that contain text and table data with Azure AI Document Intelligence.

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