update document structure

docs/01-Prepare/01-Data Preparation.mdx

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+---
+title: Data Preparation
+description: Data Preparation
+custom_edit_url: null
+---
+
+# Data Preparation
+
+- Staging work
+- Setup
+- Pre-requisites

docs/01-Prepare/02-Use Case Understanding.mdx

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+---
+title: Use Case Understanding
+description: Use Case Understanding
+custom_edit_url: null
+---
+
+# Use Case Understanding
+
+- Staging work
+- Setup
+- Pre-requisites

docs/02-Create/01-Data Preprocessing.mdx

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+---
+title: Data Proprocessing
+description: Data Proprocessing
+custom_edit_url: null
+---
+
+# Data Proprocessing
+
+## 1. Introduction
+Overview of data preprocessing for implemeting RAG.
+## 2. Input Data
+- Multiple Excel sheets with product information
+- Columns: product numbers, names, and other relevant data
+## 3. Data Merging
+- Merging multiple Excel sheets into a single dataset
+- Importance of data consistency and accuracy
+    - beware of Spaces in cell (e.g. "Yes" vs "Yes ")
+## 4. Contextualizing Data for LLM and RAG
+- Concatenating columns into a single paragraph to create a contextualized representation of product data
+## 5. Preparing Data for Watson Discovery
+- Saving data as CSV files as Watson Discovery separates each CSV row into independent documents
+## 6. Conclusion
+- Recap of data preprocessing steps 

docs/02-Create/01-sample.mdx → docs/02-Create/02-Watson Discovery Setup copy.mdx

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 ---
-title: Sample Page
-description: sample page
+title: Watson Discovery Setup
+description: Watson Discovery Setup
 custom_edit_url: null
 ---
 
-# Sample Page
+# Watson Discovery Setup
 
 Details regarding the technical solution. What did you do and how you did it.
 

docs/02-Create/03-Watsonx Assistant Setup.mdx

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+---
+title: Watsonx Assistant Setup
+description: Watsonx Assistant Setup
+custom_edit_url: null
+---
+
+# Watsonx Assistant Setup
+
+Details regarding the technical solution. What did you do and how you did it.
+
+i.e. Deployment, installment, upgrade, configuration, automation.

docs/03-Use Cases/01-Use Cases.mdx

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+---
+title: Use Cases
+description: Use Cases
+custom_edit_url: null
+---
+
+# Use Cases
+
+What are the use cases we delivered for the engagement? Explain the use cases in detail.
+1. Product Related Questions
+    - Question and Answer using NeuralSeek RAG
+2. Navigational Link
+    - dynamic links based on user input
+3. Current Catalog Consumption
+    -  display information and images of charts