Spring AI Guide
Explore Spring AI Guide articles in AI.
Spring AI Introduction: Features, Architecture, and Data Flow
A clear guide to Spring AI, its supported features, core architecture, RAG flow, tool calling, MCP, memory, observability, and enterprise use cases.
Build a Chat Assistant with Spring AI: Step-by-Step Guide
A beginner-friendly Spring AI tutorial to build a chat assistant using Spring Boot, ChatClient, OpenAI or Ollama, REST APIs, streaming, memory, DTOs, and testing.
RAG with Spring AI and PGVector: Step-by-Step Guide
A detailed beginner-friendly guide to implement Retrieval Augmented Generation using Spring Boot, Spring AI, PostgreSQL, PGVector, OpenAI embeddings, VectorStore, and ChatClient.
Build a PDF Knowledge Assistant with Spring AI
A detailed step-by-step guide to build a PDF knowledge assistant using Spring Boot, Spring AI, PDF parsing, TokenTextSplitter, PGVector, embeddings, and RAG.
Function Calling with Spring AI: Real Use Case Guide
A detailed step-by-step guide to implement Spring AI function calling, also called tool calling, using a real customer support order assistant example.
Build a Multi-Agent System with Spring AI
A detailed step-by-step guide to build a practical multi-agent customer support system using Spring Boot, Spring AI ChatClient, structured output, tool calling, and agent orchestration.
MCP Integration with Spring AI: Step-by-Step Guide
A detailed guide to build MCP server and client applications with Spring AI, ChatClient, Streamable HTTP, MCP tools, resources, and real business examples.
Build a SQL Generator with Spring AI
A detailed step-by-step guide to build a safe natural-language-to-SQL generator using Spring Boot, Spring AI ChatClient, structured output, schema context, validation, and H2.
Build a Code Generator with Spring AI
A detailed step-by-step guide to build a safe code generator using Spring Boot, Spring AI ChatClient, structured output, validation, and a real Spring REST API generation example.
Build an Enterprise RAG Platform with Spring AI
A detailed step-by-step guide to build a production-style enterprise RAG platform using Spring Boot, Spring AI, PGvector, document ingestion, metadata filtering, tenant isolation, and chat APIs.
Spring AI Guide
A practical Spring AI guide for chat assistants, RAG, tools, agents, MCP integration, and enterprise AI platforms.