Update app.py

app.py

@@ -70,7 +70,7 @@ def prepare_and_recommend(df, user_description):
     tfidf_matrix = tfidf.fit_transform(df['deskripsi'].astype(str).tolist() + [user_description])
     similarity = cosine_similarity(tfidf_matrix[-1], tfidf_matrix[:-1]).flatten()
     df['similarity'] = similarity
-    return df.sort_values(by='similarity', ascending=False).head(5)
+    return df.sort_values(by='similarity', ascending=False).head(10)
 
 def sort_by_nearest_location(df, user_lat, user_lon):
     df['distance_km'] = df.apply(
@@ -96,6 +96,8 @@ def wisata_rekomendasi(deskripsi, lokasi):
 
     top_place = prepare_and_recommend(df.copy(), user_description_joined)
     sorted_place = sort_by_nearest_location(top_place, lat, lon)
+    
+    sorted_place = sorted_place[sorted_place["gambar"].apply(lambda x: isinstance(x, str) and x.startswith("https"))]
 
     return f"Kata kunci: {', '.join(keywords)}", sorted_place[["id","nama","alamat", "distance_km", "deskripsi","harga","rating","total_ulasan","gambar"]]