Hi, sorry for the slow reply. Yes, you should migrate. Rather than being updated to drop the deprecated module, ChatVertexAI itself is deprecated: it was marked deprecated in langchain-google-vertexai 3.2.0 and will be removed in 4.0.0.
Switch to ChatGoogleGenerativeAI from langchain-google-genai. It’s built on Google’s unified google-genai SDK and still runs against Vertex AI, so you keep your project, billing and existing credentials:
from langchain_google_genai import ChatGoogleGenerativeAI
llm = ChatGoogleGenerativeAI(model="gemini-3.5-flash", project="your-project-id")