Embeddings and Vectors: The Key to Production AI

Explore the crucial role of embeddings and vectors in developing production-ready AI applications in this 30-minute talk by Jeff from Anyscale. Discover how Chroma, an open-source vector database, enables teams to deterministically set AI knowledge and make it useful. Learn current approaches to "programming AI with data" and gain insights into future methodologies. Delve into the world of scalable AI development using Ray, the popular open-source framework for productionizing AI workloads, including Generative AI, LLMs, and computer vision. Gain valuable insights into distributed systems, machine learning, and deep learning techniques that power ambitious AI projects.