Update README.md

README.md

@@ -11,12 +11,13 @@ pinned: false
 # macOS App Recommendation System
 
 **Submitted by Lior Feinstein & Karin Mamaev**
+##  Video Presentation
+<video controls width="30%">
+  <source src="https://huggingface.co/spaces/Liori25/RecommendationSystemForApps/resolve/main/PresentationVideo.mp4" type="video/mp4">
+  Your browser does not support the video tag.
+</video>
 
 **A semantic search engine for the Mac App Store that recommends applications based on natural language user prompts.**
-
-## Demo
-**Try the Live App:** [Hugging Face Space - RecommendationSystemForApps](https://huggingface.co/spaces/Liori25/RecommendationSystemForApps)
-
 ---
 
 ## Project Goal
@@ -151,7 +152,7 @@ We validated the quality of our model by analyzing the semantic coherence of the
 
 ---
 
-## Inputs & Outputs
+## Final Result-Reccomendation App
 
 ### How it Works
 1.  **Input:** User provides a natural language query (e.g., "I need a tool to edit videos").