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Introduction to Prompt Engineering

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Transforming Conversational AI

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Abstract

In one of her interviews, CTO of Open AI, Mira Murati talks about prompt engineering: To the question by Emily Chang (Bloomberg): “What are some tips on being an ace prompt engineer?” Mira replies: “It’s the ability to develop an intuition to get the most out of the model.”

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Notes

  1. 1.

    www.youtube.com/watch?v=p9Q5a1Vn-Hk&ab_channel=BloombergOriginals

  2. 2.

    https://blog.google/technology/ai/lamda/

  3. 3.

    https://bard.google.com/

  4. 4.

    2023.04. 21, Adding more variety to drafts, https://bard.google.com/updates

  5. 5.

    https://ai.meta.com/llama/

  6. 6.

    https://falconllm.tii.ae/

  7. 7.

    https://lmsys.org/blog/2023-03-30-vicuna/

  8. 8.

    www.localai.app/

  9. 9.

    https://github.com/oobabooga/text-generation-webui

  10. 10.

    https://platform.openai.com/examples

  11. 11.

    https://studio.ai21.com/examples

  12. 12.

    https://promptbase.com/

  13. 13.

    https://prompti.ai/

  14. 14.

    www.aifrog.io/

  15. 15.

    https://arxiv.org/

  16. 16.

    www.gutenberg.org/ebooks/148

  17. 17.

    www.gutenberg.org/ebooks/58620

  18. 18.

    https://aws.amazon.com/what-is/sentiment-analysis/

  19. 19.

    www.kaggle.com/datasets/yasserh/twitter-tweets-sentiment-dataset

  20. 20.

    https://arxiv.org/pdf/2301.08745.pdf

  21. 21.

    Examples taken from https://magazin.hrt.hr/

  22. 22.

    https://arxiv.org/abs/2302.11382

  23. 23.

    https://arxiv.org/abs/2302.11382

  24. 24.

    https://arxiv.org/abs/2302.11382

  25. 25.

    www.coursera.org/learn/prompt-engineering

  26. 26.

    https://edition.cnn.com/2023/01/26/tech/chatgpt-passes-exams/index.html

  27. 27.

    https://machinelearningmastery.com/a-gentle-introduction-to-hallucinations-in-large-language-models/

  28. 28.

    www.nytimes.com/2023/06/08/nyregion/lawyer-chatgpt-sanctions.html

Author information

Authors and Affiliations

  1. Belfast, Northern Ireland, UK

    Michael McTear

  2. London, UK

    Marina Ashurkina

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  1. Michael McTear
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  2. Marina Ashurkina
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© 2024 The Author(s), under exclusive license to APress Media, LLC, part of Springer Nature

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McTear, M., Ashurkina, M. (2024). Introduction to Prompt Engineering. In: Transforming Conversational AI. Apress, Berkeley, CA. https://doi.org/10.1007/979-8-8688-0110-5_5

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