├── .github └── FUNDING.yml ├── .gitignore ├── CITATION.cff ├── LICENSE.md ├── README.md ├── components ├── counters.module.css ├── counters.tsx └── screenshot │ └── index.jsx ├── guides ├── README.md ├── prompts-advanced-usage.md ├── prompts-adversarial.md ├── prompts-applications.md ├── prompts-basic-usage.md ├── prompts-chatgpt.md ├── prompts-intro.md ├── prompts-miscellaneous.md └── prompts-reliability.md ├── img ├── APE.png ├── ART.png ├── ART2.png ├── TOT.png ├── TOT2.png ├── TOT3.png ├── active-prompt.png ├── ape-zero-shot-cot.png ├── auto-cot.png ├── chatgpt-1.png ├── chatgpt-classic.png ├── code-generation │ └── chat-mode.png ├── cot.png ├── dan-1.png ├── dsp.jpeg ├── flan-1.png ├── flan-10.png ├── flan-11.png ├── flan-2.png ├── flan-3.png ├── flan-4.png ├── flan-5.png ├── flan-6.png ├── flan-7.png ├── flan-8.png ├── flan-9.png ├── gen-knowledge.png ├── gpt-simulator.jpeg ├── gpt4-1.png ├── gpt4-2.png ├── gpt4-3.png ├── gpt4-4.png ├── gpt4-5.png ├── gpt4-6.png ├── gpt4-7.png ├── gpt4-8.png ├── gpt4-game-simulator.png ├── introduction.png ├── llama-1.png ├── multimodal-cot.png ├── pal.png ├── rag.png ├── react.png ├── react │ ├── alfworld.png │ └── table1.png └── zero-cot.png ├── lecture └── Prompt-Engineering-Lecture-Elvis.pdf ├── middleware.js ├── next-env.d.ts ├── next.config.js ├── notebooks ├── pe-chatgpt-adversarial.ipynb ├── pe-chatgpt-intro.ipynb ├── pe-chatgpt-langchain.ipynb ├── pe-lecture.ipynb ├── pe-pal.ipynb └── react.ipynb ├── package.json ├── pages ├── _app.tsx ├── _meta.ca.json ├── _meta.en.json ├── _meta.es.json ├── _meta.fi.json ├── _meta.fr.json ├── _meta.it.json ├── _meta.jp.json ├── _meta.kr.json ├── _meta.pt.json ├── _meta.ru.json ├── _meta.tr.json ├── _meta.zh.json ├── about.ca.mdx ├── about.en.mdx ├── about.es.mdx ├── about.fi.mdx ├── about.fr.mdx ├── about.it.mdx ├── about.jp.mdx ├── about.kr.mdx ├── about.pt.mdx ├── about.ru.mdx ├── about.tr.mdx ├── about.zh.mdx ├── applications.ca.mdx ├── applications.en.mdx ├── applications.es.mdx ├── applications.fi.mdx ├── applications.fr.mdx ├── applications.it.mdx ├── applications.jp.mdx ├── applications.kr.mdx ├── applications.pt.mdx ├── applications.ru.mdx ├── applications.tr.mdx ├── applications.zh.mdx ├── applications │ ├── _meta.ca.json │ ├── _meta.en.json │ ├── _meta.es.json │ ├── _meta.fi.json │ ├── _meta.fr.json │ ├── _meta.it.json │ ├── _meta.jp.json │ ├── _meta.kr.json │ ├── _meta.pt.json │ ├── _meta.ru.json │ ├── _meta.tr.json │ ├── _meta.zh.json │ ├── coding.ca.mdx │ ├── coding.en.mdx │ ├── coding.es.mdx │ ├── coding.fi.mdx │ ├── coding.fr.mdx │ ├── coding.it.mdx │ ├── coding.jp.mdx │ ├── coding.kr.mdx │ ├── coding.pt.mdx │ ├── coding.ru.mdx │ ├── coding.tr.mdx │ ├── coding.zh.mdx │ ├── generating.ca.mdx │ ├── generating.en.mdx │ ├── generating.es.mdx │ ├── generating.fi.mdx │ ├── generating.fr.mdx │ ├── generating.it.mdx │ ├── generating.jp.mdx │ ├── generating.kr.mdx │ ├── generating.pt.mdx │ ├── generating.ru.mdx │ ├── generating.tr.mdx │ ├── generating.zh.mdx │ ├── pal.ca.mdx │ ├── pal.en.mdx │ ├── pal.es.mdx │ ├── pal.fi.mdx │ ├── pal.fr.mdx │ ├── pal.it.mdx │ ├── pal.jp.mdx │ ├── pal.kr.mdx │ ├── pal.pt.mdx │ ├── pal.ru.mdx │ ├── pal.tr.mdx │ ├── pal.zh.mdx │ ├── pf.ca.mdx │ ├── pf.en.mdx │ ├── pf.es.mdx │ ├── pf.fi.mdx │ ├── pf.fr.mdx │ ├── pf.it.mdx │ ├── pf.jp.mdx │ ├── pf.kr.mdx │ ├── pf.pt.mdx │ ├── pf.ru.mdx │ ├── pf.tr.mdx │ ├── pf.zh.mdx │ ├── workplace_casestudy.ca.mdx │ ├── workplace_casestudy.en.mdx │ ├── workplace_casestudy.es.mdx │ ├── workplace_casestudy.fi.mdx │ ├── workplace_casestudy.fr.mdx │ ├── workplace_casestudy.it.mdx │ ├── workplace_casestudy.jp.mdx │ ├── workplace_casestudy.kr.mdx │ ├── workplace_casestudy.pt.mdx │ ├── workplace_casestudy.ru.mdx │ ├── workplace_casestudy.tr.mdx │ └── workplace_casestudy.zh.mdx ├── course.ca.mdx ├── course.en.mdx ├── course.es.mdx ├── course.fi.mdx ├── course.fr.mdx ├── course.it.mdx ├── course.jp.mdx ├── course.kr.mdx ├── course.pt.mdx ├── course.ru.mdx ├── course.tr.mdx ├── course.zh.mdx ├── datasets.ca.mdx ├── datasets.en.mdx ├── datasets.es.mdx ├── datasets.fi.mdx ├── datasets.fr.mdx ├── datasets.it.mdx ├── datasets.jp.mdx ├── datasets.kr.mdx ├── datasets.pt.mdx ├── datasets.ru.mdx ├── datasets.tr.mdx ├── datasets.zh.mdx ├── index.ca.mdx ├── index.en.mdx ├── index.es.mdx ├── index.fi.mdx ├── index.fr.mdx ├── index.it.mdx ├── index.jp.mdx ├── index.kr.mdx ├── index.pt.mdx ├── index.ru.mdx ├── index.tr.mdx ├── index.zh.mdx ├── introduction.ca.mdx ├── introduction.en.mdx ├── introduction.es.mdx ├── introduction.fi.mdx ├── introduction.fr.mdx ├── introduction.it.mdx ├── introduction.jp.mdx ├── introduction.kr.mdx ├── introduction.pt.mdx ├── introduction.ru.mdx ├── introduction.tr.mdx ├── introduction.zh.mdx ├── introduction │ ├── _meta.ca.json │ ├── _meta.en.json │ ├── _meta.es.json │ ├── _meta.fi.json │ ├── _meta.fr.json │ ├── _meta.it.json │ ├── _meta.jp.json │ ├── _meta.kr.json │ ├── _meta.pt.json │ ├── _meta.ru.json │ ├── _meta.tr.json │ ├── _meta.zh.json │ ├── basics.ca.mdx │ ├── basics.en.mdx │ ├── basics.es.mdx │ ├── basics.fi.mdx │ ├── basics.fr.mdx │ ├── basics.it.mdx │ ├── basics.jp.mdx │ ├── basics.kr.mdx │ ├── basics.pt.mdx │ ├── basics.ru.mdx │ ├── basics.tr.mdx │ ├── basics.zh.mdx │ ├── elements.ca.mdx │ ├── elements.en.mdx │ ├── elements.es.mdx │ ├── elements.fi.mdx │ ├── elements.fr.mdx │ ├── elements.it.mdx │ ├── elements.jp.mdx │ ├── elements.kr.mdx │ ├── elements.pt.mdx │ ├── elements.ru.mdx │ ├── elements.tr.mdx │ ├── elements.zh.mdx │ ├── examples.ca.mdx │ ├── examples.en.mdx │ ├── examples.es.mdx │ ├── examples.fi.mdx │ ├── examples.fr.mdx │ ├── examples.it.mdx │ ├── examples.jp.mdx │ ├── examples.kr.mdx │ ├── examples.pt.mdx │ ├── examples.ru.mdx │ ├── examples.tr.mdx │ ├── examples.zh.mdx │ ├── settings.ca.mdx │ ├── settings.en.mdx │ ├── settings.es.mdx │ ├── settings.fi.mdx │ ├── settings.fr.mdx │ ├── settings.it.mdx │ ├── settings.jp.mdx │ ├── settings.kr.mdx │ ├── settings.pt.mdx │ ├── settings.ru.mdx │ ├── settings.tr.mdx │ ├── settings.zh.mdx │ ├── tips.ca.mdx │ ├── tips.en.mdx │ ├── tips.es.mdx │ ├── tips.fi.mdx │ ├── tips.fr.mdx │ ├── tips.it.mdx │ ├── tips.jp.mdx │ ├── tips.kr.mdx │ ├── tips.pt.mdx │ ├── tips.ru.mdx │ ├── tips.tr.mdx │ └── tips.zh.mdx ├── models.ca.mdx ├── models.en.mdx ├── models.es.mdx ├── models.fi.mdx ├── models.fr.mdx ├── models.it.mdx ├── models.jp.mdx ├── models.kr.mdx ├── models.pt.mdx ├── models.tr.mdx ├── models.zh.mdx ├── models │ ├── _meta.ca.json │ ├── _meta.en.json │ ├── _meta.es.json │ ├── _meta.fi.json │ ├── _meta.fr.json │ ├── _meta.it.json │ ├── _meta.jp.json │ ├── _meta.kr.json │ ├── _meta.pt.json │ ├── _meta.ru.json │ ├── _meta.tr.json │ ├── _meta.zh.json │ ├── chatgpt.ca.mdx │ ├── chatgpt.en.mdx │ ├── chatgpt.es.mdx │ ├── chatgpt.fi.mdx │ ├── chatgpt.fr.mdx │ ├── chatgpt.it.mdx │ ├── chatgpt.jp.mdx │ ├── chatgpt.kr.mdx │ ├── chatgpt.pt.mdx │ ├── chatgpt.ru.mdx │ ├── chatgpt.tr.mdx │ ├── chatgpt.zh.mdx │ ├── collection.ca.mdx │ ├── collection.en.mdx │ ├── collection.es.mdx │ ├── collection.fi.mdx │ ├── collection.fr.mdx │ ├── collection.it.mdx │ ├── collection.jp.mdx │ ├── collection.kr.mdx │ ├── collection.pt.mdx │ ├── collection.ru.mdx │ ├── collection.tr.mdx │ ├── collection.zh.mdx │ ├── flan.ca.mdx │ ├── flan.en.mdx │ ├── flan.es.mdx │ ├── flan.fi.mdx │ ├── flan.fr.mdx │ ├── flan.it.mdx │ ├── flan.jp.mdx │ ├── flan.kr.mdx │ ├── flan.pt.mdx │ ├── flan.ru.mdx │ ├── flan.tr.mdx │ ├── flan.zh.mdx │ ├── gpt-4.ca.mdx │ ├── gpt-4.en.mdx │ ├── gpt-4.es.mdx │ ├── gpt-4.fi.mdx │ ├── gpt-4.fr.mdx │ ├── gpt-4.it.mdx │ ├── gpt-4.jp.mdx │ ├── gpt-4.kr.mdx │ ├── gpt-4.pt.mdx │ ├── gpt-4.ru.mdx │ ├── gpt-4.tr.mdx │ ├── gpt-4.zh.mdx │ ├── llama.ca.mdx │ ├── llama.en.mdx │ ├── llama.es.mdx │ ├── llama.fi.mdx │ ├── llama.fr.mdx │ ├── llama.it.mdx │ ├── llama.jp.mdx │ ├── llama.kr.mdx │ ├── llama.pt.mdx │ ├── llama.ru.mdx │ ├── llama.tr.mdx │ └── llama.zh.mdx ├── notebooks.ca.mdx ├── notebooks.en.mdx ├── notebooks.es.mdx ├── notebooks.fi.mdx ├── notebooks.fr.mdx ├── notebooks.it.mdx ├── notebooks.jp.mdx ├── notebooks.kr.mdx ├── notebooks.pt.mdx ├── notebooks.ru.mdx ├── notebooks.tr.mdx ├── notebooks.zh.mdx ├── papers.ca.mdx ├── papers.en.mdx ├── papers.es.mdx ├── papers.fi.mdx ├── papers.fr.mdx ├── papers.it.mdx ├── papers.jp.mdx ├── papers.kr.mdx ├── papers.pt.mdx ├── papers.ru.mdx ├── papers.tr.mdx ├── papers.zh.mdx ├── readings.ca.mdx ├── readings.en.mdx ├── readings.es.mdx ├── readings.fi.mdx ├── readings.fr.mdx ├── readings.it.mdx ├── readings.jp.mdx ├── readings.kr.mdx ├── readings.pt.mdx ├── readings.ru.mdx ├── readings.tr.mdx ├── readings.zh.mdx ├── risks.ca.mdx ├── risks.en.mdx ├── risks.es.mdx ├── risks.fi.mdx ├── risks.fr.mdx ├── risks.it.mdx ├── risks.jp.mdx ├── risks.kr.mdx ├── risks.pt.mdx ├── risks.ru.mdx ├── risks.tr.mdx ├── risks.zh.mdx ├── risks │ ├── _meta.ca.json │ ├── _meta.en.json │ ├── _meta.es.json │ ├── _meta.fi.json │ ├── _meta.fr.json │ ├── _meta.it.json │ ├── _meta.jp.json │ ├── _meta.kr.json │ ├── _meta.pt.json │ ├── _meta.ru.json │ ├── _meta.tr.json │ ├── _meta.zh.json │ ├── adversarial.ca.mdx │ ├── adversarial.en.mdx │ ├── adversarial.es.mdx │ ├── adversarial.fi.mdx │ ├── adversarial.fr.mdx │ ├── adversarial.it.mdx │ ├── adversarial.jp.mdx │ ├── adversarial.kr.mdx │ ├── adversarial.pt.mdx │ ├── adversarial.ru.mdx │ ├── adversarial.tr.mdx │ ├── adversarial.zh.mdx │ ├── biases.ca.mdx │ ├── biases.en.mdx │ ├── biases.es.mdx │ ├── biases.fi.mdx │ ├── biases.fr.mdx │ ├── biases.it.mdx │ ├── biases.jp.mdx │ ├── biases.kr.mdx │ ├── biases.pt.mdx │ ├── biases.ru.mdx │ ├── biases.tr.mdx │ ├── biases.zh.mdx │ ├── factuality.ca.mdx │ ├── factuality.en.mdx │ ├── factuality.es.mdx │ ├── factuality.fi.mdx │ ├── factuality.fr.mdx │ ├── factuality.it.mdx │ ├── factuality.jp.mdx │ ├── factuality.kr.mdx │ ├── factuality.pt.mdx │ ├── factuality.ru.mdx │ ├── factuality.tr.mdx │ └── factuality.zh.mdx ├── services.ca.mdx ├── services.en.mdx ├── services.es.mdx ├── services.fi.mdx ├── services.fr.mdx ├── services.it.mdx ├── services.jp.mdx ├── services.kr.mdx ├── services.pt.mdx ├── services.ru.mdx ├── services.tr.mdx ├── services.zh.mdx ├── style.css ├── techniques.ca.mdx ├── techniques.en.mdx ├── techniques.es.mdx ├── techniques.fi.mdx ├── techniques.fr.mdx ├── techniques.it.mdx ├── techniques.jp.mdx ├── techniques.kr.mdx ├── techniques.pt.mdx ├── techniques.ru.mdx ├── techniques.tr.mdx ├── techniques.zh.mdx ├── techniques │ ├── _meta.ca.json │ ├── _meta.en.json │ ├── _meta.es.json │ ├── _meta.fi.json │ ├── _meta.fr.json │ ├── _meta.it.json │ ├── _meta.jp.json │ ├── _meta.kr.json │ ├── _meta.pt.json │ ├── _meta.ru.json │ ├── _meta.tr.json │ ├── _meta.zh.json │ ├── activeprompt.ca.mdx │ ├── activeprompt.en.mdx │ ├── activeprompt.es.mdx │ ├── activeprompt.fi.mdx │ ├── activeprompt.fr.mdx │ ├── activeprompt.it.mdx │ ├── activeprompt.jp.mdx │ ├── activeprompt.kr.mdx │ ├── activeprompt.pt.mdx │ ├── activeprompt.ru.mdx │ ├── activeprompt.tr.mdx │ ├── activeprompt.zh.mdx │ ├── ape.ca.mdx │ ├── ape.en.mdx │ ├── ape.es.mdx │ ├── ape.fi.mdx │ ├── ape.fr.mdx │ ├── ape.it.mdx │ ├── ape.jp.mdx │ ├── ape.kr.mdx │ ├── ape.pt.mdx │ ├── ape.ru.mdx │ ├── ape.tr.mdx │ ├── ape.zh.mdx │ ├── art.ca.mdx │ ├── art.en.mdx │ ├── art.es.mdx │ ├── art.fi.mdx │ ├── art.fr.mdx │ ├── art.it.mdx │ ├── art.jp.mdx │ ├── art.kr.mdx │ ├── art.pt.mdx │ ├── art.ru.mdx │ ├── art.tr.mdx │ ├── art.zh.mdx │ ├── consistency.ca.mdx │ ├── consistency.en.mdx │ ├── consistency.es.mdx │ ├── consistency.fi.mdx │ ├── consistency.fr.mdx │ ├── consistency.it.mdx │ ├── consistency.jp.mdx │ ├── consistency.kr.mdx │ ├── consistency.pt.mdx │ ├── consistency.ru.mdx │ ├── consistency.tr.mdx │ ├── consistency.zh.mdx │ ├── cot.ca.mdx │ ├── cot.en.mdx │ ├── cot.es.mdx │ ├── cot.fi.mdx │ ├── cot.fr.mdx │ ├── cot.it.mdx │ ├── cot.jp.mdx │ ├── cot.kr.mdx │ ├── cot.pt.mdx │ ├── cot.ru.mdx │ ├── cot.tr.mdx │ ├── cot.zh.mdx │ ├── dsp.ca.mdx │ ├── dsp.en.mdx │ ├── dsp.es.mdx │ ├── dsp.fi.mdx │ ├── dsp.fr.mdx │ ├── dsp.it.mdx │ ├── dsp.jp.mdx │ ├── dsp.kr.mdx │ ├── dsp.pt.mdx │ ├── dsp.ru.mdx │ ├── dsp.tr.mdx │ ├── dsp.zh.mdx │ ├── fewshot.ca.mdx │ ├── fewshot.en.mdx │ ├── fewshot.es.mdx │ ├── fewshot.fi.mdx │ ├── fewshot.fr.mdx │ ├── fewshot.it.mdx │ ├── fewshot.jp.mdx │ ├── fewshot.kr.mdx │ ├── fewshot.pt.mdx │ ├── fewshot.ru.mdx │ ├── fewshot.tr.mdx │ ├── fewshot.zh.mdx │ ├── graph.ca.mdx │ ├── graph.en.mdx │ ├── graph.es.mdx │ ├── graph.fi.mdx │ ├── graph.fr.mdx │ ├── graph.it.mdx │ ├── graph.jp.mdx │ ├── graph.kr.mdx │ ├── graph.pt.mdx │ ├── graph.ru.mdx │ ├── graph.tr.mdx │ ├── graph.zh.mdx │ ├── knowledge.ca.mdx │ ├── knowledge.en.mdx │ ├── knowledge.es.mdx │ ├── knowledge.fi.mdx │ ├── knowledge.fr.mdx │ ├── knowledge.it.mdx │ ├── knowledge.jp.mdx │ ├── knowledge.kr.mdx │ ├── knowledge.pt.mdx │ ├── knowledge.ru.mdx │ ├── knowledge.tr.mdx │ ├── knowledge.zh.mdx │ ├── multimodalcot.ca.mdx │ ├── multimodalcot.en.mdx │ ├── multimodalcot.es.mdx │ ├── multimodalcot.fi.mdx │ ├── multimodalcot.fr.mdx │ ├── multimodalcot.it.mdx │ ├── multimodalcot.jp.mdx │ ├── multimodalcot.kr.mdx │ ├── multimodalcot.pt.mdx │ ├── multimodalcot.ru.mdx │ ├── multimodalcot.tr.mdx │ ├── multimodalcot.zh.mdx │ ├── rag.ca.mdx │ ├── rag.en.mdx │ ├── rag.es.mdx │ ├── rag.fi.mdx │ ├── rag.fr.mdx │ ├── rag.it.mdx │ ├── rag.jp.mdx │ ├── rag.kr.mdx │ ├── rag.pt.mdx │ ├── rag.ru.mdx │ ├── rag.tr.mdx │ ├── rag.zh.mdx │ ├── react.ca.mdx │ ├── react.en.mdx │ ├── react.es.mdx │ ├── react.fi.mdx │ ├── react.fr.mdx │ ├── react.it.mdx │ ├── react.jp.mdx │ ├── react.kr.mdx │ ├── react.pt.mdx │ ├── react.ru.mdx │ ├── react.tr.mdx │ ├── react.zh.mdx │ ├── tot.ca.mdx │ ├── tot.en.mdx │ ├── tot.es.mdx │ ├── tot.fi.mdx │ ├── tot.fr.mdx │ ├── tot.it.mdx │ ├── tot.jp.mdx │ ├── tot.kr.mdx │ ├── tot.pt.mdx │ ├── tot.ru.mdx │ ├── tot.tr.mdx │ ├── tot.zh.mdx │ ├── zeroshot.ca.mdx │ ├── zeroshot.en.mdx │ ├── zeroshot.es.mdx │ ├── zeroshot.fi.mdx │ ├── zeroshot.fr.mdx │ ├── zeroshot.it.mdx │ ├── 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