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Corrected the errors in the description of the RAG section in the documentation. #3375

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Corrected the errors in the description of the RAG section in the documentation. #3375

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12 changes: 11 additions & 1 deletion ...docs/src/main/antora/modules/ROOT/pages/api/retrieval-augmented-generation.adoc
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Expand Up @@ -13,7 +13,7 @@ NOTE: Learn more about Retrieval Augmented Generation in the xref:concepts.adoc#

Spring AI provides out-of-the-box support for common RAG flows using the `Advisor` API.

To use the `QuestionAnswerAdvisor` or `RetrievalAugmentationAdvisor`, you need to add the `spring-ai-advisors-vector-store` dependency to your project:
To use the `QuestionAnswerAdvisor`, you need to add the `spring-ai-advisors-vector-store` dependency to your project:
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@ilayaperumalg ilayaperumalg May 29, 2025

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We need to add VectorStoreChatMemoryAdvisor here. Will add it when merging.

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@sunyuhan1998 sunyuhan1998 May 29, 2025 •
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@ilayaperumalg Ok, no problem. By the way, I have previously pushed another PR which I think is also a bug, can you help to review this PR? #3268. thank you!

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@ilayaperumalg ilayaperumalg May 29, 2025

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Sure, will check it out and thank you for the PRs!


[source,xml]
----
Expand Down Expand Up @@ -130,6 +130,16 @@ Spring AI includes a xref:api/retrieval-augmented-generation.adoc#modules[librar
The `RetrievalAugmentationAdvisor` is an `Advisor` providing an out-of-the-box implementation for the most common RAG flows,
based on a modular architecture.

To use the `RetrievalAugmentationAdvisor`, you need to add the `spring-ai-rag` dependency to your project:

[source,xml]
----
<dependency>
<groupId>org.springframework.ai</groupId>
<artifactId>spring-ai-rag</artifactId>
</dependency>
----

==== Sequential RAG Flows

===== Naive RAG
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