The AI Summit New York

2025 Agenda

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The State of AI-Powered Search and Retrieval

Dec 11, 2025
Next Generation Stage
Next Generation
In this talk, we examine the state-of-the-art in AI-powered search and retrieval. We detail techniques for enhancing performance beyond base embedding models, including hybrid search, reranking strategies, query decomposition and document enrichment, the use of domain-specific and fine-tuned embeddings, custom data processing pipelines (ETL), and contextualized chunking methods.
Speakers
Frank Liu, Product Manager - MongoDB

Session Type

Presentation

Content Focus

Technical
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