Why it matters

Spring AI RAG is enterprise-friendly. Understanding shapes design.

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The architecture

VectorStore bean.

QuestionAnswerAdvisor in chain.

Retrieval + augment automatic.

Spring AI RAG flowVectorStorebean autoconfigQuestionAnswerAdvisorretrieve + augmentLLM callwith contextVectorStores: pgvector, Redis, Chroma, Pinecone, Weaviate, Milvus, more
Spring AI RAG.
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How it works end to end

Ingestion: DocumentReader + TextSplitter.

VectorStore.add(documents).

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