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remove some sentences
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rcarrata committed Nov 7, 2024
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**Chain of Thought** (CoT) is a concept in natural language processing (NLP) that enables language models to reason through tasks in a structured, step-by-step manner, similar to human thinking. Rather than generating isolated responses, a model using Chain of Thought builds on prior information, creating responses that follow a logical flow and ensuring a coherent, context-aware dialogue. This approach is particularly valuable in complex or multi-step queries, where understanding and maintaining context over multiple interactions is essential.

image::04/04-03-cot-diagram.png[Chain of Thought, scaledwidth="30%"]
image::04/04-03-cot-diagram.png[Chain of Thought, scaledwidth="5%"]

== Why Chain of Thought Matters

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