SL Migration - RFID Tracking (#236)

* initial commit

* added Solutions Overview

* added architecture reference

* added headers

* changed introductory phrase

* changed introduction

* adapted introduction

* add bold in introduction

* added RFID meaning

* changed headers

* added header

* header

* changed headers

* added headers

* make bold

* changed headers

* arranged headers

* added key changes

* setup initial building the solution

* changed introduction

* arranged indentation

* added headers in building the solution

* added building the solution

* changed introduction reference architecture

* simplified language

* simplified language

* simplified language

* simplified language

* simplified language

* update code space

* added capslock to a prior solution

Author: candur

source/includes/images/industry-solutions/rfid-product-architecture-2.svg

@@ -322,6 +322,15 @@ kick-start their projects.
             Enable real-time order tracking and management across all
             retail channels using MongoDB Atlas.
 
+         .. card::
+            :headline: Real-Time Product Tracking
+            :url: https://deploy-preview-236--docs-atlas-architecture.netlify.app/solutions-library/retail-asset-rfid-retail/
+            :icon: mdb_custom_aggregation
+            :icon-alt: Atlas mdb_custom_aggregation icon
+
+            Learn how to build a real-time inventory management system
+            with RFID and MongoDB Atlas.
+
       Gen AI
       ------
 

source/includes/images/industry-solutions/rfid-product-architecture.svg

@@ -96,6 +96,8 @@ OpenAI LLM.
    :alt: Basic Components of an AI Agent 
 
    Figure 1: Basic components of an AI agent  
+
+.. video:: https://www.youtube.com/watch?v=_CAOb7BR-Rg
 
 Reference Architecture  
 ----------------------  
@@ -371,7 +373,7 @@ Feel free to adjust the prompt in main.py or update the telemetry data in the te
 Running the solution  
 ~~~~~~~~~~~~~~~~~~~~  
 
-**Starting a new diagnosis**  
+**Starting a New Diagnosis**  
 
 - Open the frontend and choose “New Diagnosis”.  
 
@@ -397,15 +399,15 @@ Running the solution
 - Click the “Run Agent” button and wait for a minute or two as the agent
   finishes its run.  
 
-**Viewing workflow**  
+**Viewing Workflow**  
 
 - The workflow, chain-of-thought output, and the final recommendation
   is shown in the left column.  
 
 - The workflow is generated in real time, giving transparency into the
   agent's decision-making process.  
 
-**Reviewing MongoDB documents**  
+**Reviewing MongoDB Documents**  
 
 - In the right column, the documents shown are the records inserted during the current agent run:
 
@@ -423,7 +425,7 @@ Running the solution
 
   - **checkpoints:** (From the checkpointing database) Shows the last saved state for potential recovery.  
 
-**Resume functionality**
+**Resume Functionality**
 
 - Optionally, we can demonstrate the "Resume Diagnosis" feature by  
   entering a thread ID and showing how the system retrieves the