Why does chatbot have a limit?

Could you please elaborate on why chatbots have limitations in their capabilities? Is it due to the complexity of natural language processing, the constraints of their programming, or some other factor? How do these limitations impact their overall performance and effectiveness in fulfilling user requests and tasks? Additionally, are there any potential solutions or advancements in technology that could help to overcome these limitations in the future?