What are the challenges of using context in chatbots?
One major challenge is maintaining context over multiple interactions. Chatbots often struggle to remember previous user inputs.
Why is it important for chatbots to maintain context?
Maintaining context helps provide personalized responses, making the conversation feel more natural and relevant to the user.
Can you give an example of a context failure?
Sure! If a user asks for restaurant recommendations and then later mentions a specific cuisine, a context failure would be if the chatbot forgets that preference.
How can developers improve context handling in chatbots?
Developers can use advanced NLP techniques, maintain session histories, and implement user profiles to enhance context management.
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