Update app.py

app.py

@@ -8,15 +8,19 @@ import os
 import json
 from sentence_transformers import SentenceTransformer
 from sklearn.linear_model import LogisticRegression
-from datasets import load_dataset
-from huggingface_hub import InferenceClient
+from huggingface_hub import InferenceClient, hf_hub_download
 
 # ============================================
 # 1. Load Dataset from HuggingFace
 # ============================================
 print("Loading dataset from HuggingFace...")
-ds = load_dataset("adigabay2003/smartchef-recipes", split="train")
-df = ds.to_pandas()
+
+csv_path = hf_hub_download(
+    repo_id="adigabay2003/smartchef-recipes",
+    filename="smartchef_dataset.csv",
+    repo_type="dataset"
+)
+df = pd.read_csv(csv_path)
 df = df.dropna(subset=["text"])
 df = df[df["text"].str.strip() != ""]
 df = df.reset_index(drop=True)