Building AI Apps with Spring AI Alibaba, Ollama, and Embeddings

A recent Chinese blog post provides a detailed walkthrough for building AI applications using Spring AI Alibaba, Ollama, and embedding vectorization. The guide covers setting up Spring AI with Alibaba's cloud services, running local LLMs via Ollama for inference, and using embeddings for semantic search and retrieval-augmented generation (RAG). This combination is particularly powerful for enterprise developers who want to leverage AI without relying solely on external APIs. The post highlights the growing trend of integrating traditional Java frameworks with modern AI capabilities. For developers working with Spring Boot and looking to add AI features, this is a valuable reference. The approach also addresses data privacy concerns by enabling local model execution.