The most direct way to see Spring AI in action is through the official and community-driven repositories that provide real-world examples: Spring AI in Action Samples
Pluggable database abstractions used to save and query document embeddings efficiently. spring ai in action pdf github
Written by renowned Spring expert Craig Walls, "Spring AI in Action" focuses on practical, real-world application of generative AI within Spring Boot applications. As of 2026, it is considered the go-to resource for developers looking to move beyond simple API calls and build sophisticated AI systems. Setting up Spring AI with Spring Boot 3.x+ Integrating with OpenAI, Ollama, and local models. Building RAG applications to use your own data. The most direct way to see Spring AI
Spring AI is built to eliminate boilerplate code. Historically, if you wanted to switch your application from OpenAI to Ollama or Anthropic, you had to rewrite your entire client layer. Spring AI solves this through a unified abstraction layer. Key Architectural Pillars Setting up Spring AI with Spring Boot 3
// Streaming is crucial for UI responsiveness public