Formatting and wording changes

Author: bilgeyucel

index.toml

@@ -159,7 +159,6 @@ aliases = []
 completion_time = "20 min"
 created_at = 2024-03-05
 dependencies = ["sentence-transformers>=4.1.0", "gradio"]
-featured = true
 
 [[tutorial]]
 title = "Query Classification with TransformersTextRouter and TransformersZeroShotTextRouter"
@@ -254,11 +253,11 @@ dependencies = ["haystack-experimental>=0.14.2"]
 featured = true
 
 [[tutorial]]
-title = "Conversational RAG using a Chat Message Store"
-description = "Learn how to incorporate a conversational history into a RAG pipeline to enable multi-turn conversations with documents."
+title = "Conversational RAG Agent using InMemoryChatMessageStore"
+description = "Learn how to use conversational history for RAG to enable multi-turn conversations grounded in documents"
 level = "advanced"
-weight = 10
-notebook = "48_Chat_Message_Store.ipynb"
+weight = 9
+notebook = "48_Conversational_RAG.ipynb"
 aliases = []
 completion_time = "20 min"
 created_at = 2025-12-30