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| Main Author: | |
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| Format: | Preprint |
| Published: |
2024
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| Subjects: | |
| Online Access: | https://arxiv.org/abs/2401.14423 |
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| _version_ | 1866917656865538048 |
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| author | Amatriain, Xavier |
| author_facet | Amatriain, Xavier |
| contents | 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. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2401_14423 |
| institution | arXiv |
| publishDate | 2024 |
| record_format | arxiv |
| spellingShingle | Prompt Design and Engineering: Introduction and Advanced Methods Amatriain, Xavier Software Engineering Machine Learning 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. |
| title | Prompt Design and Engineering: Introduction and Advanced Methods |
| topic | Software Engineering Machine Learning |
| url | https://arxiv.org/abs/2401.14423 |