:kotlin-intensifies-purple::robot_face: Want to bu...

# announcements

[Alina Dolgikh [JB]]

K🤖 Want to build AI into your Kotlin backend?

Spring AI is a toolkit that connects your Kotlin app to large language models (LLMs), vector databases, and backend tools – with minimal setup and full flexibility.

With Spring AI and Kotlin, you can:
✅ Generate text using LLMs (OpenAI, HuggingFace, and local models)
✅ Stream responses to the UI
✅ Build RAG pipelines with semantic search
✅ Call backend tools from natural language
✅ Generate images or audio from text
✅ Produce structured, type-safe outputs

And the best part? We’ve published runnable Kotlin notebooks showing exactly how to do each of these.

📚 Explore the tutorials