record Actor(String name, Integer age) {} Actor actor = chatClient.prompt() .user("Generate an actor from the 1990s") .call() .entity(Actor.class); // No JSON parsing boilerplate! From spring-tips repo:
| Your Goal | Best Resource (Search term) | Format | | :--- | :--- | :--- | | | spring-ai-reference.pdf | PDF (Generated from docs) | | Copy-paste RAG code | github.com/spring-projects/spring-ai/blob/main/models/spring-ai-openai/src/test | GitHub Source | | Troubleshooting prompts | github.com/rd-1-2025/spring-ai-workshop | GitHub (Workshop) | | Production deployment | spring-ai-kubernetes-example by dashaun | GitHub Repo | | Cheat sheet | spring-ai-cheatsheet.pdf (gist.github.com) | PDF (1 page) | spring ai in action pdf github
// The AI will automatically call this Java function when needed. Spring AI auto-instruments all AI calls. Add micrometer-tracing-bridge-otel to your pom.xml , and you get a Grafana dashboard showing token usage, latency, and cost per request. This is critical for "in production" vs. "in action." Part 7: Where to Find the Best "Spring AI in Action" Resources (Sept 2025) Given the rapid evolution, use this matrix to find exactly what you need: record Actor(String name, Integer age) {} Actor actor
Then, generate the official PDF from the spring-ai-docs module. Keep it on your desktop. Add micrometer-tracing-bridge-otel to your pom
aka.ms/spring-ai-starters (Microsoft and VMware collaboration repo) – Often ranks better than Google for practical demos. Conclusion: From PDF to Production The search for "spring ai in action pdf github" reveals a specific developer need: Actionable, executable knowledge. You don't want marketing hype. You want to see the @Service annotation next to an ChatClient , and you want a PDF you can read on the train.
@Bean public Function<WeatherRequest, WeatherResponse> currentWeather() return (request) -> weatherService.getTemp(request.city);