This audiobook is narrated by a digital voice.
Part 1 lays the foundation by explaining how LLMs work and the importance of prompt design. It introduces Chain of Thought (CoT) prompting, a step-by-step approach for guiding LLMs through logical reasoning.
Part 2 delves into Tree of Thought (ToT) prompting, enabling LLMs to explore multiple possibilities and weigh evidence before reaching a conclusion. You'll learn how to craft ToT prompts to tackle open-ended tasks and spark creative problem-solving.
Part 3 introduces the concept of self-reflection in LLMs. By crafting prompts that encourage LLMs to analyze their reasoning process, you can enhance the accuracy, reliability, and trustworthiness of their outputs.
Part 4 explores the exciting future of prompt engineering. It discusses emerging trends like few-shot learning prompts and interactive prompting techniques that allow for real-time adaptation during LLM interactions. You'll also delve into the ethical considerations of advanced prompt engineering, ensuring responsible use of this powerful technology.
This audiobook is narrated by a digital voice.
Part 1 lays the foundation by explaining how LLMs work and the importance of prompt design. It introduces Chain of Thought (CoT) prompting, a step-by-step approach for guiding LLMs through logical reasoning.
Part 2 delves into Tree of Thought (ToT) prompting, enabling LLMs to explore multiple possibilities and weigh evidence before reaching a conclusion. You'll learn how to craft ToT prompts to tackle open-ended tasks and spark creative problem-solving.
Part 3 introduces the concept of self-reflection in LLMs. By crafting prompts that encourage LLMs to analyze their reasoning process, you can enhance the accuracy, reliability, and trustworthiness of their outputs.
Part 4 explores the exciting future of prompt engineering. It discusses emerging trends like few-shot learning prompts and interactive prompting techniques that allow for real-time adaptation during LLM interactions. You'll also delve into the ethical considerations of advanced prompt engineering, ensuring responsible use of this powerful technology.
Mastering Prompt Engineering for LLMs: Chain of Thought( CoT), Tree of thought( ToT), and Self-reflection
Mastering Prompt Engineering for LLMs: Chain of Thought( CoT), Tree of thought( ToT), and Self-reflection
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Product Details
| BN ID: | 2940191038902 |
|---|---|
| Publisher: | Anand Vemula |
| Publication date: | 09/27/2024 |
| Edition description: | Unabridged |
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