Chatbots have evolved from simple, scripted programs to more complex and flexible AI-powered tools that use natural language processing and understanding. They can be stateless or stateful and require minimal coding to implement. Choosing the right NLP engine and deciding between structured or unstructured conversations are important considerations for chatbot implementation.