Create download_model.py

src/download_model.py

@@ -0,0 +1,10 @@
+# download_model.py - run this during build
+from sentence_transformers import SentenceTransformer
+import os
+
+# Set cache to a location that will be included in the build
+cache_dir = "./models"
+os.makedirs(cache_dir, exist_ok=True)
+
+model = SentenceTransformer('all-MiniLM-L6-v2', cache_folder=cache_dir)
+print("Model downloaded successfully!")