Bring AI to your existing databases without complex MLOps
May 14, 2024
41 min
Free
vector-search
data-layer
data-integration
ai
databases
mlops
llms
python
api
rag
kubernetes
enterprise-ai
Description
In this talk, Duncan Blythe, Co-Founder & CTO of SuperDuperDB, explains how to integrate AI capabilities directly into existing databases, eliminating the need for complex MLOps pipelines. The presentation covers the challenges of connecting AI and data ecosystems, introducing SuperDuperDB as a virtual layer that allows AI engineers, developers, and data scientists to collaborate effectively. It demonstrates how to leverage the system for tasks like retrieval-augmented generation (RAG) and vector search, showcasing flexibility with various data types and AI frameworks. The talk also touches upon the enterprise version and its Kubernetes-based deployment for on-premise solutions.