Update app.py

app.py

@@ -1,6 +1,20 @@
 import gradio as gr
 import random as r
 from huggingface_hub import InferenceClient
+import pandas as pd
+import numpy as np
+import gradio as gr
+from sklearn.metrics.pairwise import euclidean_distances
+import openai
+
+# --- Set your OpenAI API key ---
+openai.api_key = "MY_TOKENN"  # replace with your key
+
+# --- Load your CSV ---
+# Ensure your CSV has columns: 'song', 'artist', 'bpm', 'nrgy', 'dnce', 'dB', 'live', 'val', 'dur', 'acous', 'spch', 'pop'
+df = pd.read_csv("datalab_export_2025-08-11 14_16_35.csv")
+feature_cols = ['bpm', 'nrgy', 'dnce', 'dB', 'live', 'val', 'dur', 'acous', 'spch', 'pop']
+df_features = df[feature_cols].astype(float)
 
 client = InferenceClient("microsoft/phi-4")