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Refine and document initial Modular RAG #1987

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@ThomasVitale ThomasVitale commented Dec 20, 2024

  • Introduce CompressionQueryTransformer and RewriteQueryTransformer in the Pre-Retrieval Module.
  • Extend Query with conversation history and context.
  • Remove QueryRouter sub-module. New design will be considered in the next milestone.
  • Update RetrievalAugmentationAdvisor accordingly.
  • Add initial documentation for Modular RAG, and establish dedicated page for RAG content.

Fixes gh-1850

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Refine and document initial Modular RAG
60af01b 
* Introduce CompressionQueryTransformer and RewriteQueryTransformer in the Pre-Retrieval Module.
* Extend Query with conversation history and context.
* Remove QueryRouter sub-module. New design will be considered in the next milestone.
* Update RetrievalAugmentationAdvisor accordingly.
* Add initial documentation for Modular RAG, and establish dedicated page for RAG content.

Fixes spring-projectsgh-1850

Signed-off-by: Thomas Vitale <[email protected]>
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ThomasVitale commented Dec 20, 2024
View reviewed changes
spring-ai-docs/src/main/antora/modules/ROOT/pages/api/retrieval-augmented-generation.adoc

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

=== QuestionAnswerAdvisor
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@ThomasVitale ThomasVitale Dec 20, 2024

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This section has been moved here from the ChatClient page.

@markpollack markpollack self-assigned this Dec 20, 2024
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markpollack commented Dec 20, 2024

great stuff! merged in c7fd7c7

@markpollack markpollack added this to the 1.0.0-M5 milestone Dec 20, 2024
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Update Documentation: I hope the changes in the M4 version (Advisors and Modular RAG) can be updated in the documentation.

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