Deep learning is crucial in developing intelligent virtual assistants and chatbots. These systems can understand and generate human-like responses by training deep neural networks on vast amounts of textual data. They can also engage in natural language conversations and provide personalized assistance. Deep learning enables virtual assistants and chatbots to continuously improve performance and adapt to users' preferences and needs.