What are some examples of context windows in AI chatbots?

What are some examples of context windows in AI chatbots?

Context windows refer to the amount of previous conversation or information an AI can remember and use to generate responses. For example, in a customer service chatbot, the context window might include the user's last few messages about their order.

Can you give me a specific example of how this works?

Sure! If a user asks, 'Where is my order?' and then follows up with, 'I ordered a blue jacket,' the chatbot uses the context window to understand that the user is inquiring about the blue jacket order specifically.

What happens if the context window is too small?

If the context window is too small, the chatbot may lose track of important details, leading to irrelevant or incorrect responses. For instance, it might forget the user's previous questions or preferences.

How can developers improve the context window in chatbots?

Developers can improve context windows by increasing the amount of conversational history stored, using advanced algorithms to prioritize relevant information, and implementing memory features that allow the chatbot to recall user preferences over time.