Update app.py

app.py

@@ -24,7 +24,6 @@ installed_packages = pkg_resources.working_set
 package_list_ = ""
 for package in installed_packages:
     package_list_ = package_list_ + f"{package.key}=={package.version}\n"
-
 print(package_list_)
 
 
@@ -33,6 +32,8 @@ print(package_list_)
 # vectorestore colection are stored on persistent storage so this needs to be run only once
 # hence, comment out line below when creating for first time
 vectorstores = process_pdf()
+# once the vectore embeddings  are created we will qdrant client to access these
+client = QdrantClient(path=f"./data/local_qdrant")
 
 # -------------------------------------------------------------
 # Functions
@@ -102,9 +103,9 @@ async def chat(query,history,sources,reports,subtype,year):
 
     ##------------------------decide which collection to fetch------------------------------
     if len(reports) == 0:
-        vectorstore = get_local_qdrant(sources)
+        vectorstore = get_local_qdrant(client,sources)
     else:
-        vectorstore = get_local_qdrant("allreports")
+        vectorstore = get_local_qdrant(client,"allreports")
 
     ##------------------------------get context----------------------------------------------------   
     context_retrieved_lst = []