Name: Unlock NextGen Agentic Product Search With ML and LLM Innovations of OpenSearch - Praveen Mohan Prasad & Hajer Bouafif, AWS
Start: 2025-05-01T15:50:00+0200
End: 2025-05-01T16:30:00+0200

In-person
30 April - 1 May 2025
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IMPORTANT NOTE: Timing of sessions and room locations are subject to change.

Thursday May 1, 2025 15:50 - 16:30 CEST

Matterhorn

In the realm of search, Machine Learning plays a pivotal role in enhancing the user experience throughout the entire lifecycle, from ingesting documents to delivering highly relevant results for user queries. This session will showcase various ML integrations of OpenSearch tailored to optimize outcomes for user queries in a retail scenario, accompanied by a live demonstration. We will explore cutting-edge techniques such as query understanding and rewriting using Large Language Models (LLMs), document enrichment, sparse, dense, and hybrid retrievers, as well as contextual re-ranking of results. As a highlight, you will learn how LLM agents and OpenSearch’s ML Search types can be integrated to build a AI shopping assistant that offers a conversational shopping experience for the users.

Speakers

Praveen Mohan Prasad

Analytics Specialist, AWS

Praveen Mohan Prasad is a search specialist with data science expertise who actively researches and experiments on using Machine Learning to improve search relevance. Praveen advices clients to implement and operationalise strategies to improve search experience.

Hajer Bouafif

Sr Solutions Architect @ AWS, AWS

Hajer Bouafif is a senior solutions architect in Data Analytics and ML search with a background in Big Data engineering. Hajer provides organizations with best practices and well-architected reviews to build large-scale Machine Learning search solutions.

Thursday May 1, 2025 15:50 - 16:30 CEST
Matterhorn

OpenSearchCon Europe 2025

Praveen Mohan Prasad

Hajer Bouafif

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