Could AI analyze the context of the history of previous messages in chat and, based on this, add a proper answer? Or do the follow-up messages generate only on the last reply?

AI can analyze the whole chat history from the first message up to the last reply, so answers and follow-up messages will be more accurate and closer to the conversation context.