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# spring-ai
Runnable companion code for the Spring AI articles on [ankurm.com](https://ankurm.com). One directory per module; each module is one commit and carries its own README, tests and captured output.
| Module | What it is | Article |
|---|---|---|
| [`rag/`](rag) | Ingest PDFs, chunk, retrieve from pgvector, rerank, answer, check the answer. Spring Boot 4.1.1, Spring AI 2.0.1, Java 25. | [Production-grade RAG with Spring AI](https://ankurm.com/production-rag-spring-ai-java/) and [the complete example](https://ankurm.com/spring-ai-rag-complete-example/) |
Upgrading from Spring AI 1.x: [migration guide](https://ankurm.com/spring-ai-1-to-2-migration-guide/).