Update app.py

app.py

@@ -35,8 +35,7 @@ def get_text_chunks(text):
 # Function to get embeddings for each chunk and save to vector store
 def get_vector_store(chunks):
     try:
-        # embeddings = GoogleGenerativeAIEmbeddings(model="models/embedding-001")  
-        embeddings = aiplatform.GoogleGenerativeAIEmbeddings(model="text-embedding-004")
+        embeddings = GoogleGenerativeAIEmbeddings(model="models/text-embedding-004")
         vector_store = FAISS.from_texts(chunks, embedding=embeddings)
         vector_store.save_local("faiss_index")
     except (GoogleAPIError, InvalidArgument):