Update src/streamlit_app.py

src/streamlit_app.py

@@ -44,10 +44,16 @@ from huggingface_hub import hf_hub_download, snapshot_download
 
 VECTOR_STORE_DIR = ROOT / "embeddings" / "semantic_vector_store"
 
-VECTOR_STORE_DIR = Path("/data/embeddings/semantic_vector_store")
-
 @st.cache_resource
 def load_vector_store_cached():
+    VECTOR_STORE_DIR.mkdir(parents=True, exist_ok=True)
+
+    snapshot_download(
+        repo_id="rishadaz/amazon_retriever-storage",
+        repo_type="dataset",
+        local_dir=str(VECTOR_STORE_DIR),
+    )
+
     return load_vector_store(VECTOR_STORE_DIR)
 
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