Advanced Chatbots with Deep Learning and Python - Generative Versus Retrieval Chatbots

The video tutorial discusses the differences between retrieval-based and generative chat bots. Retrieval-based chat bots use predefined responses and are limited in handling unseen cases, while generative chat bots leverage machine learning and deep learning to generate new insights and learn over time. Generative chat bots require extensive training and can handle grammatical errors. The tutorial highlights the advantages of deep learning in creating self-learning chat bots that can provide human-like responses.

Explain the role of machine learning and deep learning in generative chat bots.

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How do generative chat bots learn and generate new insights?

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What limitations do retrieval chat bots have compared to generative chat bots?

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Why is it challenging to train generative chat bots?

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What are the main differences between retrieval chat bots and generative chat bots?

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