metadata v12

app.py

@@ -15,6 +15,13 @@ EMBEDDINGS_DIR = Path("embeddings")
 EMBEDDINGS_DIR.mkdir(exist_ok=True)
 EMBEDDINGS_FILE = EMBEDDINGS_DIR / "embeddings.pkl"
 
+headers = {}
+HF_TOKEN = os.getenv("HF_TOKEN")
+if HF_TOKEN:
+    headers["Authorization"] = f"Bearer {HF_TOKEN}"
+
+
+
 # ✅ Cargar el dataset remoto desde Hugging Face Datasets con metadata.csv
 dataset = load_dataset(
     "csv",
@@ -58,7 +65,7 @@ def build_database():
                     print(f"⚠️ Saltando item {i + j} - URL inválida: {image_url}")
                     continue
 
-                response = requests.get(image_url, timeout=10)
+                response = requests.get(image_url, headers=headers, timeout=10)
                 response.raise_for_status()
                 img = Image.open(BytesIO(response.content)).convert("RGB")