Update knowledgeassistant/components/RAG.py

knowledgeassistant/components/RAG.py

@@ -38,7 +38,8 @@ class RAG:
     
     def create_and_store_embeddings(self, documents: list):
         try:
-            db = FAISS.from_documents(documents, HuggingFaceEmbeddings(model_name="sentence-transformers/all-MiniLM-L6-v2"))
+            embeddings = HuggingFaceEmbeddings(model_name="sentence-transformers/all-MiniLM-L6-v2")
+            db = FAISS.from_documents(documents, embeddings)
             return db
         except Exception as e:
             raise KnowledgeAssistantException(e, sys)