diff --git a/README.md b/README.md
index 443ec4f..7dace29 100644
--- a/README.md
+++ b/README.md
@@ -136,7 +136,7 @@ npm install
 
 Start the backend server:
 cd backend
-uvicorn main:app --reload
+uvicorn app:app --reload
 
 Start the frontend development server:
 cd frontend
@@ -210,11 +210,11 @@ Extended Error Logging: Implement more robust logging for better debugging.
 
 # Video Demonstration
 
-<video controls src="/frontend/public/README.mdImgs/Project2.mp4" title="Visual Search Assitant"></video>
+<video controls src="/README.mdImgs/Project2.mp4" title="Visual Search Assitant"></video>
 
 # Waveform Image generation Demonstration
 
-<video controls src="/frontend/public/README.mdImgs/waveformImage.mp4" title="WaveForm Visualization"></video>
+<video controls src="/README.mdImgs/waveformImage.mp4" title="WaveForm Visualization"></video>
 
 # License
 
diff --git a/backend/requirements.txt b/backend/requirements.txt
index 7036d00..bd18fd2 100644
--- a/backend/requirements.txt
+++ b/backend/requirements.txt
@@ -15,5 +15,4 @@ numpy==1.26.4
 soundfile==0.12.1
 librosa==0.10.2.post1
 transformers==4.42.4
-python-multipart==0.0.17
-pygame=2.6.1
\ No newline at end of file
+python-multipart==0.0.17
\ No newline at end of file