Beyond Vectors: Evolving GenAI through Transformative Tools and Methods

Explore the evolution of Generative AI beyond traditional vector databases in this 42-minute conference talk from NDC Oslo. Delve into methodical approaches for enhancing data quality and constructing datasets tailored for Retrieval-Augmented Generation (RAG) excellence. Discover how to incorporate structural context using graph databases while understanding the limitations of distance metrics like Cosine Similarity. Learn the strategic importance of logging for application health and business insights. Gain practical knowledge on advancing GenAI practices with transformative tools and methods, pushing the boundaries of AI evolution and unlocking new frontiers in the field.

Beyond Vectors: Evolving GenAI through Transformative Tools and Methods - Alison Cossette