Update pages/bot.py

pages/bot.py

@@ -49,7 +49,7 @@ def create_vectorstore_and_store():
     pdf_text = get_pdf_text(folder_path)
     text_chunks = get_text_chunks(pdf_text)
     #embeddings = HuggingFaceInstructEmbeddings(model_name="hkunlp/instructor-base")
-    embeddings = HuggingFaceInstructEmbeddings(model_name="sentence-transformers/paraphrase-multilingual-mpnet-base-v2")
+    embeddings = HuggingFaceInstructEmbeddings(model_name="hkunlp/instructor-xl")
     # Initiate Faiss DB
     vectorstoreDB = FAISS.from_texts(texts=text_chunks,embedding=embeddings)#texts=text_chunks,
     # Verzeichnis in dem die VektorDB gespeichert werden soll
@@ -63,7 +63,7 @@ def create_vectorstore_and_store():
 
 def get_vectorstore():
     #embeddings = HuggingFaceInstructEmbeddings(model_name="hkunlp/instructor-base")
-    embeddings = HuggingFaceInstructEmbeddings(model_name="sentence-transformers/paraphrase-multilingual-mpnet-base-v2")
+    embeddings = HuggingFaceInstructEmbeddings(model_name="hkunlp/instructor-xl")
     #Abruf lokaler Vektordatenbank
     save_directory = "Store"
     vectorstoreDB = FAISS.load_local(save_directory, embeddings)