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Minor polishing in upgrade-notes
Signed-off-by: Soby Chacko <[email protected]>
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spring-ai-docs/src/main/antora/modules/ROOT/pages/upgrade-notes.adoc

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@@ -186,7 +186,7 @@ However, there were a few cases where the package names of classes have been cha
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Your IDE should assist with refactoring to the new package locations.
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`ContentFormatTransformer` and `KeywordMetadataEnricher` have moved from `org.springframework.ai.transformer` to `org.springframework.ai.chat.transformer`.
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`KeywordMetadataEnricher` and SummaryMetadataEnricher` have moved from `org.springframework.ai.transformer` to `org.springframework.ai.chat.transformer`.
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`Content`, `MediaContent`, and `Media` have moved from `org.springframework.ai.model` to `org.springframework.ai.content`.
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@@ -246,7 +246,8 @@ This functionality was previously located in the Neo4j vector store implementati
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==== `spring-ai-rag`
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This module provides a comprehensive framework for implementing Retrieval Augmented Generation (RAG)
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pipelines based on a modular architecture inspired by academic research. It offers a structured approach to the entire RAG workflow through well-defined interfaces for each stage of the process.
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pipelines based on a modular architecture inspired by academic research.
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It offers a structured approach to the entire RAG workflow through well-defined interfaces for each stage of the process.
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The central `RetrievalAugmentationAdvisor` serves as the main entry point, orchestrating the entire RAG workflow.
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The design follows functional programming principles with composable components, enabling customization of each pipeline stage while maintaining a consistent programming model aligned with Spring's conventions.

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