HTTP vs. WebSockets vs. gRPC for AI model inference

This post elaborates on the trade-offs between HTTP, WebSockets, and gRPC for AI model inference. It details the characteristics of each protocol: HTTP for reliability and simplicity, WebSockets for real-time bidirectional communication, and gRPC for high-performance, type-safe service-to-service interactions. The post highlights how these protocols impact application architecture, performance, and complexity, providing guidance on choosing the appropriate protocol based on specific use cases.