Episode 28: Beyond Supervised Learning: The Rise of In-Context Learning with LLMs
Vanishing Gradients
Effective Integration of Language Models in Conversational AI
The chapter emphasizes the importance of leveraging well-established techniques over newer approaches when working with large language models and conversational AI, stressing the need to explore possibilities effectively. It showcases creating chatbot flows to transfer money, demonstrating the power of in-context learning without extensive training data. The discussion covers the function of commands generated by LLMs in chatbot conversations and the significance of following predefined steps to maintain logical flow.
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