From cc3dfd39d4e2d00a041bc64ef603ee71f648803c Mon Sep 17 00:00:00 2001
From: shiva108 <esmurf@gmail.com>
Date: Fri, 23 Jan 2026 15:32:58 +0100
Subject: [PATCH] added yaml block

---
 docs/Chapter_12_Retrieval_Augmented_Generation_RAG_Pipelines.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/docs/Chapter_12_Retrieval_Augmented_Generation_RAG_Pipelines.md b/docs/Chapter_12_Retrieval_Augmented_Generation_RAG_Pipelines.md
index d50239a..9d95e38 100644
--- a/docs/Chapter_12_Retrieval_Augmented_Generation_RAG_Pipelines.md
+++ b/docs/Chapter_12_Retrieval_Augmented_Generation_RAG_Pipelines.md
@@ -467,7 +467,7 @@ A 10-page confidential strategy document is chunked into 20 segments. Each chunk
 
 1. **Create Test Documents:** Design documents with embedded instructions
 
-   ```markdown
+   ```yaml
    # Harmless Looking Document
 
    This document contains standard information.