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.
Join Pete Johnson, Field CTO (AI) at MongoDB, for an executive-level panel discussion about:
Moderator:
JoAnn Stonier, Mastercard Fellow of Data and AI, Former Chief Data Officer, Mastercard
Panelists:
Franziska Bell, Chief Data and AI Officer, Ford
John Nicastro, CTO, Major League Soccer
Artem Fishman, CTO, Dow Jones
Pete Johnson, Field CTO (AI), MongoDB