Update app.py

app.py

@@ -38,8 +38,8 @@ class Chatbot:
         self.llm = HuggingFacePipeline(pipeline=self.generate_text)
 
         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="flax-sentence-embeddings/all_datasets_v3_MiniLM-L12", model_kwargs={"device": "cuda"}))
+            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="flax-sentence-embeddings/all_datasets_v3_MiniLM-L12", model_kwargs={"device": "cuda"}))
             # cpu_index = faiss.read_index('faiss_index_new_model3.index')
             # gpu_index = faiss.index_cpu_to_gpu(gpu_resource, 0, cpu_index)
             print("Loaded embedding successfully")