Building Intelligent AI Infrastructure with ORI - Dynamic Query Routing and Model Management
Explore a 22-minute conference talk from Ray Summit 2024 where O.XYZ team members Haider Khan and Zac Liu demonstrate their groundbreaking ORI (O Routing Intelligence) system. Learn how this innovative AI infrastructure dynamically routes user queries to optimal language models, effectively managing the increasing complexity of AI model-agent interactions. Discover the system's core components, including the chain of atomic queries for query decomposition, benchmark matching engine, and ethical assessment framework. Gain detailed insights into ORI's technical architecture and its seamless integration with open-source tools like Ray Serve and vLLM for managing thousands of model endpoints. Master the techniques for achieving high-speed inference, scalability, and optimized performance across cost, latency, and security metrics while gathering practical knowledge for enhancing organizational AI infrastructure.