To craft intelligent conversational voice assistants, developers must emphasize on several key aspects. First, natural language understanding (NLU) is crucial. This involves training models to interpret human speech and identify intent. Next, dialogue management holds a vital role in guiding conversations, storing context, and creating appropriate