Create app.py

app.py

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+import streamlit as st
+import torch
+# Import your model classes here
+
+# Load your models
+emotion_model = 'lstm_model.h5'
+recommender_model = 'knn_model.npy'
+
+st.title("Emotion-based Song Recommender")
+
+# User input for lyrics
+lyrics = st.text_area("Enter lyrics here:")
+
+if st.button("Recommend Songs"):
+    if lyrics:
+        # Predict emotion
+        emotion = emotion_model.predict(lyrics)
+
+        # Get song recommendations
+        recommendations = recommender_model.recommend(emotion, ...)
+
+        st.write("Emotion Detected:", emotion)
+        st.write("Recommended Songs:", recommendations)