Update app.py

app.py

@@ -48,12 +48,8 @@ def load_doc(list_file_path, chunk_size, chunk_overlap):
 def create_db(splits, collection_name):
     embedding = HuggingFaceEmbeddings(model_name="sentence-transformers/paraphrase-multilingual-MiniLM-L12-v2")
     new_client = chromadb.EphemeralClient()
-    vectordb = Chroma.from_documents(
-        documents=splits,
-        embedding=embedding,
-        persist_directory="./chroma_db", 
-        client=new_client,
-        collection_name=collection_name)       
+    #vectordb = Chroma.from_documents(documents=splits, embedding=embedding, persist_directory="./chroma_db", client=new_client, collection_name=collection_name)       
+    vectordb = Chroma.from_documents(documents=splits, embedding=embedding, persist_directory="./chroma_db")           
     return vectordb