The Power of GenAI: Generate Growth and Innovation with Data

Explore the transformative power of Generative AI in driving growth and innovation through data in this 25-minute conference talk from Conf42 LLMs 2024. Discover how innovation can revolutionize industries, learn about generative AI applications, and understand what CEOs need to know about this technology. Delve into the importance of data as a differentiator, explore the concept of more personal virtual agents, and examine content management strategies. Gain insights into managing data differentiation in generative AI implementations, including RAG (Retrieval-Augmented Generation) and its reference architecture. Investigate the role of data in end-user critical paths, understand vector embeddings, and explore the transition from words as text to words as vectors. Learn about storing vectors and data together, enabling vector search across services, and achieving better business outcomes through data modernization. Conclude with guidance on building a data foundation for generative AI applications on AWS, followed by a demonstration of code and workshop materials.

intro
preamble
innovation can transform industries
generative ai application
what every ceo should know about generative ai
your data is the differentiator
a more personal virtual agent
content that's on board
how to manage data differentiation in generative ai implementations?
rag
rag reference architecture
data in the end user critical path
what are vector embeddings?
words as text
words as vectors
storing vectors and data together
enabling vector search across our services
achieve better business outcomes with data modernization
build a data foundation to fuel your generative ai applications on aws
we are here to help
demo code and workshop