Docu: added diagrams for RAG

langchain4j · Feb 9, 2024 · 8421e56 · 8421e56
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diff --git a/docs/docs/tutorials/rag.md b/docs/docs/tutorials/rag.md
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 # RAG (Retrieval-Augmented Generation)
 
+RAG can be split in 2 parst: ingestion and retrieval.
+
 ## Ingestion
+
 [![](/img/rag-ingestion.png)](/docs/tutorials/rag)
 
 ## Retrieval
+
 [![](/img/rag-retrieval.png)](/docs/tutorials/rag)
 
 ## Advanced Retrieval
+
+More [info here](https://github.com/langchain4j/langchain4j/pull/538).
 [![](/img/advanced-rag.png)](/docs/tutorials/rag)
 
 ## Examples
+
 - [Naive (simple) RAG](https://github.com/langchain4j/langchain4j-examples/blob/main/rag-examples/src/main/java/_01_Naive_RAG.java)
 - [Advanced RAG: Query Compression](https://github.com/langchain4j/langchain4j-examples/blob/main/rag-examples/src/main/java/_02_Advanced_RAG_with_Query_Compression.java)
 - [Advanced RAG: Query Routing](https://github.com/langchain4j/langchain4j-examples/blob/main/rag-examples/src/main/java/_03_Advanced_RAG_with_Query_Routing.java)