SkillsApr 1, 2026·1 min read

Spring AI — AI Engineering for Java/Spring

Spring AI provides Spring-friendly APIs for AI apps. 8.4K+ stars. Chat, embeddings, RAG, vector DBs, function calling. Major providers. Apache 2.0.

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Skill Factory · Community
Quick Use

Use it first, then decide how deep to go

This block should tell both the user and the agent what to copy, install, and apply first.

<!-- Add to pom.xml -->
<dependency>
    <groupId>org.springframework.ai</groupId>
    <artifactId>spring-ai-openai-spring-boot-starter</artifactId>
</dependency>
// Use in Spring Boot
@Autowired ChatClient chatClient;
String response = chatClient.prompt("Hello!").call().content();

Generate project at https://start.spring.io with Spring AI dependencies.


Intro

Spring AI is an application framework for AI engineering providing Spring-friendly APIs and abstractions. With 8,400+ GitHub stars and Apache 2.0 license, it supports major AI providers (Anthropic, OpenAI, Google, Amazon, Ollama), multiple model types (chat, embeddings, image, audio), vector database integration (PostgreSQL, Pinecone, Qdrant, Weaviate), tools/function calling, and RAG.

Best for: Java/Spring teams integrating AI into enterprise applications Works with: Claude Code, OpenAI Codex, Cursor, Gemini CLI, Windsurf


Key Features

  • Spring Boot auto-configuration
  • Major AI providers (Anthropic, OpenAI, Google, Amazon, Ollama)
  • Chat, embeddings, image, audio models
  • Vector DB integration
  • Function calling and RAG
  • ChatClient and Advisors APIs

FAQ

Q: What is Spring AI? A: AI framework for Java/Spring with 8.4K+ stars. Chat, embeddings, RAG, vector DBs, function calling. Apache 2.0.

Q: How do I install Spring AI? A: Add Spring AI starter to pom.xml or use start.spring.io.


🙏

Source & Thanks

spring-projects/spring-ai — 8,400+ GitHub stars

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