Bird's Eye View of Open-Source AI Infrastructure

Explore the landscape of open-source AI infrastructure in this 43-minute conference talk presented by Ash Vardanian at All Things Open 2023. Gain a comprehensive overview of the current open-source AI ecosystem, focusing on Large Language Models (LLMs) and Vector Search. Learn about hosting cost-effective solutions that ensure data sovereignty, security, and prevent unauthorized monetization. Discover the potential of Retrieval-Augmentation for integrating Vector Search, Embedding Models, and diverse databases with LLMs. Examine the role of projects like LangChain and Microsoft Semantic Kernel in bridging the gap for AI app developers. Delve into the nuances of available tools and frameworks, and explore the trajectory of their future evolution. Equip yourself with the knowledge to make informed, future-proof decisions for your next AI application.