Prompt Design and Engineering: Introduction and Advanced Methods

January 24, 2024 Β· Declared Dead Β· πŸ› arXiv.org

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Authors Xavier Amatriain arXiv ID 2401.14423 Category cs.SE: Software Engineering Cross-listed cs.LG Citations 106 Venue arXiv.org Last Checked 3 months ago
Abstract
Prompt design and engineering has rapidly become essential for maximizing the potential of large language models. In this paper, we introduce core concepts, advanced techniques like Chain-of-Thought and Reflection, and the principles behind building LLM-based agents. Finally, we provide a survey of tools for prompt engineers.
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