Update RAG basics course table

Author: KalyanKS-NLP

README.md

@@ -21,13 +21,13 @@ This repository serves as a comprehensive guide to learn RAG from basics to adva
 ## RAG Basics Course
 | Topic | Description | Link |
 |---------|-------------|------|
-| What is RAG? | Explain RAG in with a simple example.  | [Link](RAG Basics/What_is_RAG.md)|
-| Why RAG? | Explain the drawbacks of LLMs and how RAG addresses them.|  [Link](RAG Basics/Why_RAG.md)|
-| How does RAG work? | Explain the different steps in RAG - Indexing, Retrieval, Augmentation and Generation.|  [Link](RAG Basics/How_does_RAG_work.md)|
-| RAG Benefits and Challenges | Discusses the benefits and challenges of RAG. |  [Link](RAG Basics/RAG_Benefits_and_Challenges.md)|
-| RAG Must Know Terms| Definitions of RAG must know terms. |  [Link](RAG Basics/RAG_must_know_terms.md)|
-| RAG Roadmap | Detailed roadmap to learn RAG from basics to advanced. |  [Link](RAG Basics/RAG_Roadmap.md)|
-| RAG Developer's Stack | Covers the various libraries used to build RAG systems | [Link](RAG Basics/RAG_Developer_Stack.md)|
+| What is RAG? | Explain RAG in with a simple example.  | [Link](RAG%20Basics/What_is_RAG.md)|
+| Why RAG? | Explain the drawbacks of LLMs and how RAG addresses them.|  [Link](RAG%20Basics/Why_RAG.md)|
+| How does RAG work? | Explain the different steps in RAG - Indexing, Retrieval, Augmentation and Generation.|  [Link](RAG%20Basics/How_does_RAG_work.md)|
+| RAG Benefits and Challenges | Discusses the benefits and challenges of RAG. |  [Link](RAG%20Basics/RAG_Benefits_and_Challenges.md)|
+| RAG Must Know Terms| Definitions of RAG must know terms. |  [Link](RAG%20Basics/RAG_must_know_terms.md)|
+| RAG Roadmap | Detailed roadmap to learn RAG from basics to advanced. |  [Link](RAG%20Basics/RAG_Roadmap.md)|
+| RAG Developer's Stack | Covers the various libraries used to build RAG systems | [Link](RAG%20Basics/RAG_Developer_Stack.md)|
 
 ## RAG Toolkit