Update app.py

app.py

@@ -36,6 +36,13 @@ import logging
 logging.basicConfig(format="%(levelname)s - %(name)s -  %(message)s", level=logging.WARNING)
 logging.getLogger("haystack").setLevel(logging.INFO)
 
+document_store = QdrantDocumentStore(
+        path="database",
+        recreate_index=True,
+        use_sparse_embeddings=True,
+        embedding_dim = 384
+    )
+    
 @app.post("/uploadfile/")
 async def create_upload_file(text_field: str, file: UploadFile = File(...)):
     # Imports
@@ -74,12 +81,6 @@ async def create_upload_file(text_field: str, file: UploadFile = File(...)):
 
     # Indexing
     
-    document_store = QdrantDocumentStore(
-        path="database",
-        recreate_index=True,
-        use_sparse_embeddings=True,
-        embedding_dim = 384
-    )
     
     indexing = Pipeline()
     indexing.add_component("sparse_doc_embedder", FastembedSparseDocumentEmbedder(model="prithvida/Splade_PP_en_v1"))