Update rag.py

switch to ES-CA vectorstore

rag.py

@@ -11,6 +11,8 @@ from langchain_community.embeddings import HuggingFaceEmbeddings
 class RAG:
     NO_ANSWER_MESSAGE: str = "Ho sento, no he pogut respondre la teva pregunta."
 
+    vectorstore = "index-intfloat_multilingual-e5-small-500-100-CA-ES" # mixed
+    #vectorstore = "vectorestore" # CA only
 
     def __init__(self, hf_token, embeddings_model, model_name):
 
@@ -20,7 +22,7 @@ class RAG:
         
         # load vectore store
         embeddings = HuggingFaceEmbeddings(model_name=embeddings_model, model_kwargs={'device': 'cpu'})
-        self.vectore_store = FAISS.load_local("vectorestore", embeddings, allow_dangerous_deserialization=True)#, allow_dangerous_deserialization=True)
+        self.vectore_store = FAISS.load_local(vectorstore, embeddings, allow_dangerous_deserialization=True)#, allow_dangerous_deserialization=True)
 
         logging.info("RAG loaded!")