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Matt Nowzari

Software Engineer II

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Articles by Matt Nowzari
Know your facts: How Elasticsearch AI Indices let agents skip the reading and keep the answer
Elasticsearch Labs

Know your facts: How Elasticsearch AI Indices let agents skip the reading and keep the answer

A technical walkthrough of precomputing facts into an Elasticsearch AI Index, so agents answer from a single ES|QL query instead of reading whole documents, with fewer tokens and lower latency.

Kathleen DeRusso
Building context in Elasticsearch: how AI Indices power smarter agents using fewer tokens
Elasticsearch Labs

Building context in Elasticsearch: how AI Indices power smarter agents using fewer tokens

Store AI agent context in an AI Index and power smarter agents using fewer tokens. Step-by-step walkthrough with ES|QL and Kibana Workflows included.

Kathleen DeRusso
Run Elastic Open Crawler in Windows with Docker
Elasticsearch Labs

Run Elastic Open Crawler in Windows with Docker

Learn how to use Docker to get Open Crawler working in a Windows environment.

Matt Nowzari