5 Open-Source GitHub Repos That Actually Teach You Spring AI (Most Java Devs Skip)

📰 Medium · LLM

Explore 5 open-source GitHub repositories to learn Spring AI with real Java code, covering RAG, MCP, agents, and production patterns

intermediate Published 17 Jun 2026
Action Steps
  1. Explore the 5 open-source GitHub repositories mentioned in the article
  2. Run the Java code examples to understand RAG, MCP, and agent implementations
  3. Configure and test the production patterns and architectures presented in the repositories
  4. Apply the learned concepts to your own Spring AI projects
  5. Compare the different approaches and trade-offs presented in each repository
Who Needs to Know This

Java developers and teams looking to integrate AI into their projects can benefit from these repositories, which provide hands-on examples and production-ready code

Key Insight

💡 Real-world Java code examples are essential for learning Spring AI, and these repositories provide a valuable resource for developers

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🚀 5 GitHub repos to learn Spring AI with real Java code! 🤖

Key Takeaways

Explore 5 open-source GitHub repositories to learn Spring AI with real Java code, covering RAG, MCP, agents, and production patterns

Full Article

The repositories that go beyond hello-world and show you RAG, MCP, agents, and production patterns — with real Java code. Continue reading on Medium »
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