Update app.py

app.py

@@ -39,7 +39,7 @@ class Chatbot:
 
         try:
             # self.vectorstore = FAISS.load_local('faiss_index', HuggingFaceEmbeddings(model_name="sentence-transformers/all-mpnet-base-v2", model_kwargs={"device": "cuda"}))
-            self.vectorstore = FAISS.load_local('faiss_index', HuggingFaceEmbeddings(model_name="self.vectorstore = FAISS.load_local('faiss_index', HuggingFaceEmbeddings(model_name="sentence-transformers/all-mpnet-base-v2", model_kwargs={"device": "cuda"}))", model_kwargs={"device": "cuda"}))
+            self.vectorstore = FAISS.load_local('faiss_index', HuggingFaceEmbeddings(model_name="flax-sentence-embeddings/all_datasets_v3_MiniLM-L12", model_kwargs={"device": "cuda"}))
             print("Loaded embedding successfully")
         except ImportError as e:
             print("FAISS could not be imported. Make sure FAISS is installed correctly.")