Update app.py

app.py

@@ -8,8 +8,11 @@ from sentence_transformers import SentenceTransformer, util
 df = pd.read_csv("top_100_influencers_combined.csv")
 df.fillna("", inplace=True)
 
-# Prepare text for embedding
-profile_fields = ["Name", "Niche", "Country"]
+# Extract platform name from Source File (e.g., 'youtube_data_greece.csv' -> 'Youtube')
+df['Platform'] = df['Source File'].str.split('_').str[0].str.capitalize()
+
+# Prepare text for embedding (include platform)
+profile_fields = ["Name", "Platform", "Niche", "Country"]
 df["profile_text"] = df[profile_fields].agg(" - ".join, axis=1)
 
 # Load embedding model