Tag:spring-ai
All the articles with the tag "spring-ai".
Advanced Prompt Engineering Techniques in Spring AI
Advanced prompt engineering in Spring AI — system prompts, few-shot templates, structured output, and techniques for reliable LLM responses in Java.
Deploying Spring AI Applications to Kubernetes
Deploy Spring AI applications to Kubernetes — containerization, secrets for API keys, autoscaling, health probes, and production-ready YAML manifests.
Implementing RAG with Spring AI: A Practical Guide
Add retrieval-augmented generation to Spring AI apps — embeddings, vector stores, chunking strategies, and grounded LLM answers over your own data.
Spring AI + Model Context Protocol: Context-Aware AI Apps
Build context-aware enterprise Java apps with Spring AI and the Model Context Protocol (MCP) — connect LLMs to tools, data sources, and external systems.