├── .github └── FUNDING.yml ├── .gitignore ├── CITATION.cff ├── LICENSE.md ├── README.md ├── ar-pages ├── about.ar.mdx ├── applications.ar.mdx ├── applications │ ├── _meta.ar.json │ ├── coding.ar.mdx │ ├── function_calling.ar.mdx │ ├── generating.ar.mdx │ ├── generating_textbooks.ar.mdx │ ├── pf.ar.mdx │ ├── synthetic_rag.ar.mdx │ └── workplace_casestudy.ar.mdx ├── course.ar.mdx ├── datasets.ar.mdx ├── introduction.ar.mdx ├── introduction │ ├── _meta.ar.json │ ├── basics.ar.mdx │ ├── elements.ar.mdx │ ├── examples.ar.mdx │ ├── settings.ar.mdx │ └── tips.ar.mdx ├── models.ar.mdx ├── models │ ├── _meta.ar.json │ ├── chatgpt.ar.mdx │ ├── claude-3.ar.mdx │ ├── code-llama.ar.mdx │ ├── collection.ar.mdx │ ├── flan.ar.mdx │ ├── gemini-advanced.ar.mdx │ ├── gemini-pro.ar.mdx │ ├── gemini.ar.mdx │ ├── gemma.ar.mdx │ ├── gpt-4.ar.mdx │ ├── grok-1.ar.mdx │ ├── llama-3.ar.mdx │ ├── llama.ar.mdx │ ├── mistral-7b.ar.mdx │ ├── mixtral-8x22b.ar.mdx │ ├── mixtral.ar.mdx │ ├── olmo.ar.mdx │ ├── phi-2.ar.mdx │ └── sora.ar.mdx ├── notebooks.ar.mdx ├── papers.ar.mdx ├── prompts.ar.mdx ├── prompts │ ├── _meta.ar.json │ ├── adversarial-prompting.ar.mdx │ ├── adversarial-prompting │ │ ├── _meta.ar.json │ │ ├── jailbreaking-llms.ar.mdx │ │ ├── prompt-injection.ar.mdx │ │ └── prompt-leaking.ar.mdx │ ├── classification.ar.mdx │ ├── classification │ │ ├── _meta.ar.json │ │ ├── sentiment-fewshot.ar.mdx │ │ └── sentiment.ar.mdx │ ├── coding.ar.mdx │ ├── coding │ │ ├── _meta.ar.json │ │ ├── code-snippet.ar.mdx │ │ ├── mysql-query.ar.mdx │ │ └── tikz.ar.mdx │ ├── creativity.ar.mdx │ ├── creativity │ │ ├── _meta.ar.json │ │ ├── infinite-primes.ar.mdx │ │ ├── interdisciplinary.ar.mdx │ │ ├── new-words.ar.mdx │ │ └── rhymes.ar.mdx │ ├── evaluation.ar.mdx │ ├── evaluation │ │ ├── _meta.ar.json │ │ └── plato-dialogue.ar.mdx │ ├── image-generation.ar.mdx │ ├── image-generation │ │ ├── _meta.ar.json │ │ └── alphabet-person.ar.mdx │ ├── information-extraction.ar.mdx │ ├── information-extraction │ │ ├── _meta.ar.json │ │ └── extract-models.ar.mdx │ ├── mathematics.ar.mdx │ ├── mathematics │ │ ├── _meta.ar.json │ │ ├── composite-functions.ar.mdx │ │ └── odd-numbers.ar.mdx │ ├── question-answering.ar.mdx │ ├── question-answering │ │ ├── _meta.ar.json │ │ ├── closed-domain.ar.mdx │ │ ├── open-domain.ar.mdx │ │ └── science-qa.ar.mdx │ ├── reasoning.ar.mdx │ ├── reasoning │ │ ├── _meta.ar.json │ │ ├── indirect-reasoning.ar.mdx │ │ └── physical-reasoning.ar.mdx │ ├── text-summarization.ar.mdx │ ├── text-summarization │ │ ├── _meta.ar.json │ │ └── explain-concept.ar.mdx │ ├── truthfulness.ar.mdx │ └── truthfulness │ │ ├── _meta.ar.json │ │ └── identify-hallucination.ar.mdx ├── readings.ar.mdx ├── research.ar.mdx ├── research │ ├── _meta.ar.json │ ├── groq.ar.mdx │ ├── guided-cot.ar.mdx │ ├── infini-attention.ar.mdx │ ├── llm-agents.ar.mdx │ ├── llm-reasoning.ar.mdx │ ├── llm-recall.ar.mdx │ ├── llm-tokenization.ar.mdx │ ├── rag-faithfulness.ar.mdx │ ├── rag.ar.mdx │ ├── rag_hallucinations.ar.mdx │ ├── synthetic_data.ar.mdx │ ├── thoughtsculpt.ar.mdx │ └── trustworthiness-in-llms.ar.mdx ├── risks.ar.mdx ├── risks │ ├── _meta.ar.json │ ├── adversarial.ar.mdx │ ├── biases.ar.mdx │ └── factuality.ar.mdx ├── services.ar.mdx ├── techniques.ar.mdx ├── techniques │ ├── _meta.ar.json │ ├── activeprompt.ar.mdx │ ├── ape.ar.mdx │ ├── art.ar.mdx │ ├── consistency.ar.mdx │ ├── cot.ar.mdx │ ├── dsp.ar.mdx │ ├── fewshot.ar.mdx │ ├── graph.ar.mdx │ ├── knowledge.ar.mdx │ ├── multimodalcot.ar.mdx │ ├── pal.ar.mdx │ ├── prompt_chaining.ar.mdx │ ├── rag.ar.mdx │ ├── react.ar.mdx │ ├── reflexion.ar.mdx │ ├── tot.ar.mdx │ └── zeroshot.ar.mdx └── tools.ar.mdx ├── components ├── AnnouncementBar.tsx ├── CodeBlock.tsx ├── ContentFileNames.tsx ├── PromptFiles.jsx ├── TabsComponent.tsx ├── button.tsx ├── check.tsx ├── copy-to-clipboard.tsx ├── copy.tsx ├── counters.module.css ├── counters.tsx ├── icons │ ├── arrow-right.svg │ ├── box.svg │ ├── brush.svg │ ├── cards.svg │ ├── chevron-right.svg │ ├── cloud.svg │ ├── code.svg │ ├── diagram.svg │ ├── dropper.svg │ ├── file.svg │ ├── files.svg │ ├── folder-tree.svg │ ├── formula.svg │ ├── gear.svg │ ├── globe.svg │ ├── id-card.svg │ ├── index.ts │ ├── lightning.svg │ ├── link.svg │ ├── markdown.svg │ ├── newsletter.svg │ ├── one.svg │ ├── picture.svg │ ├── rows.svg │ ├── stars.svg │ ├── switch.svg │ ├── table.svg │ ├── tailwind.svg │ ├── terminal.svg │ └── warning.svg ├── pre.tsx ├── screenshot │ └── index.jsx └── word-wrap.tsx ├── 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 ├── agents │ ├── agent-components.png │ ├── agent-framework.png │ ├── agentbench.png │ ├── autogen.png │ ├── chemcrow.png │ ├── hugginggpt.png │ └── task-decomposition.png ├── ape-zero-shot-cot.png ├── auto-cot.png ├── chatgpt-1.png ├── chatgpt-classic.png ├── claude │ ├── claude-benchmark.png │ └── claude-vision.png ├── code-generation │ └── chat-mode.png ├── cot.png ├── dan-1.png ├── deep-research │ ├── deep_research_OAI_post.JPG │ ├── deep_research_benchmark.JPG │ ├── deep_research_browsecomp.JPG │ ├── deep_research_clarify.JPG │ ├── deep_research_flowchart.JPG │ ├── deep_research_pass_rate.JPG │ ├── deep_research_prompt.JPG │ └── deep_research_word_cloud.JPG ├── 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 ├── gemini-advanced │ ├── chart-explanation.png │ ├── chart.png │ ├── html.png │ ├── interleaving.png │ ├── math.png │ ├── physical-reasoning.png │ └── prime.png ├── gemini │ ├── chart.png │ ├── chat-1.png │ ├── extract-table.png │ ├── galactica-2.png │ ├── galactica-chat.png │ ├── galactica.png │ ├── gemini-1.png │ ├── gemini-2.png │ ├── gemini-3.png │ ├── gemini-6.png │ ├── gemini-7.png │ ├── gemini-8.png │ ├── gemini-architecture.png │ ├── gemini-few-shot-2.png │ ├── gemini-few-shot.png │ ├── gemini-pro-results.png │ ├── gemini-result.png │ ├── gemini-retrieval.png │ ├── jax.png │ ├── kalamang.png │ ├── pe-guide.png │ ├── prompt-webqa-1.png │ └── prompt-webqa-2.png ├── gemma │ ├── benchmarks.png │ ├── capabilities.png │ ├── control-tokens.png │ ├── safety-2.png │ └── safety.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 ├── grok │ ├── grok-math.png │ └── grok-reasoning.png ├── introduction.png ├── introduction │ └── sky.png ├── llama-1.png ├── llama3 │ ├── llama-400b.png │ ├── llama-instruct-performance.png │ └── llama3-pretrained-results.png ├── llms │ ├── trust-dimensions.png │ ├── trustllm.png │ └── truthfulness-leaderboard.png ├── mistral-7B-1.png ├── mistral-7B-2.png ├── mistral-l │ ├── ml-performance.png │ ├── performance-1.png │ ├── performance-2.png │ └── performance-3.png ├── mixtral │ ├── mixtral-8-cost.png │ ├── mixtral-8-maths.png │ ├── mixtral-8-reasoning.png │ ├── mixtral-benchmarks-1.png │ ├── mixtral-benchmarks-2.png │ ├── mixtral-benchmarks-3.png │ ├── mixtral-benchmarks-4.png │ ├── mixtral-benchmarks-5.png │ ├── mixtral-benchmarks-6.png │ ├── mixtral-benchmarks-7.png │ ├── mixtral-chatbot-arena.png │ └── mixtral-of-experts-layers.png ├── multimodal-cot.png ├── olmo │ ├── dolma-dataset.png │ ├── olmo-models.png │ └── olmo-results.png ├── pal.png ├── phi-2 │ ├── phi-2-benchmark.png │ ├── phi-2-correcting.png │ ├── phi-2-performance.png │ ├── phi-2-physics.png │ └── phi-2-safety.png ├── prompt_chaining │ └── prompt-chaining-1.png ├── rag.png ├── rag │ ├── rag-augmentation.png │ ├── rag-ecosystem.png │ ├── rag-evolution.png │ ├── rag-framework.png │ ├── rag-metrics.png │ ├── rag-optimization.png │ ├── rag-paradigms.png │ ├── rag-process.png │ ├── rag-taxonomy.png │ └── rag-vs-finetuning.png ├── react.png ├── react │ ├── alfworld.png │ └── table1.png ├── research │ ├── groq.png │ ├── guided-cot.png │ ├── haystack-performance.png │ ├── infini-attention.png │ ├── rag-faith.png │ ├── reasoning-tasks.png │ ├── reasoning-taxonomy.png │ ├── reasoning-techniques.png │ ├── reflexion-alfworld.png │ ├── reflexion-examples.png │ ├── reflexion-hotpotqa.png │ ├── reflexion-programming.png │ ├── reflexion.png │ ├── structured_outputs.png │ ├── thoughtsculpt.png │ └── tokenization.png ├── synthetic_diversity │ ├── textbooks_1.png │ └── textbooks_2.png ├── synthetic_rag │ ├── synthetic_rag_1.png │ ├── synthetic_rag_2.png │ ├── synthetic_rag_3.png │ └── synthetic_rag_4.png ├── techniques │ └── meta-prompting.png └── zero-cot.png ├── lecture └── Prompt-Engineering-Lecture-Elvis.pdf ├── middleware.js ├── next-env.d.ts ├── next.config.js ├── notebooks ├── gemini-context-caching.ipynb ├── pe-chatgpt-adversarial.ipynb ├── pe-chatgpt-intro.ipynb ├── pe-chatgpt-langchain.ipynb ├── pe-code-llama.ipynb ├── pe-function-calling.ipynb ├── pe-lecture.ipynb ├── pe-litellm-intro.ipynb ├── pe-mixtral-introduction.ipynb ├── pe-pal.ipynb ├── pe-rag.ipynb └── react.ipynb ├── package-lock.json ├── package.json ├── pages ├── _app.tsx ├── _meta.ar.json ├── _meta.ca.json ├── _meta.de.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.de.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 ├── agents.en.mdx ├── agents │ ├── _meta.en.json │ ├── components.en.mdx │ └── introduction.en.mdx ├── api │ ├── contentFiles.js │ └── promptsFiles.js ├── applications.ca.mdx ├── applications.de.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.de.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.de.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 │ ├── context-caching.en.mdx │ ├── finetuning-gpt4o.en.mdx │ ├── function_calling.ca.mdx │ ├── function_calling.de.mdx │ ├── function_calling.en.mdx │ ├── function_calling.es.mdx │ ├── function_calling.fi.mdx │ ├── function_calling.fr.mdx │ ├── function_calling.it.mdx │ ├── function_calling.jp.mdx │ ├── function_calling.kr.mdx │ ├── function_calling.pt.mdx │ ├── function_calling.ru.mdx │ ├── function_calling.tr.mdx │ ├── function_calling.zh.mdx │ ├── generating.ca.mdx │ ├── generating.de.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 │ ├── generating_textbooks.de.mdx │ ├── generating_textbooks.en.mdx │ ├── pf.ca.mdx │ ├── pf.de.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 │ ├── synthetic_rag.de.mdx │ ├── synthetic_rag.en.mdx │ ├── workplace_casestudy.ca.mdx │ ├── workplace_casestudy.de.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.de.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 ├── courses.en.mdx ├── datasets.ca.mdx ├── datasets.de.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 ├── guides │ ├── _meta.en.json │ ├── deep-research.en.mdx │ └── optimizing-prompts.en.mdx ├── index.ar.mdx ├── index.ca.mdx ├── index.de.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.de.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.de.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.de.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.de.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.de.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.de.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.de.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.de.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.de.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.de.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 │ ├── claude-3.de.mdx │ ├── claude-3.en.mdx │ ├── code-llama.ca.mdx │ ├── code-llama.de.mdx │ ├── code-llama.en.mdx │ ├── code-llama.es.mdx │ ├── code-llama.fi.mdx │ ├── code-llama.fr.mdx │ ├── code-llama.it.mdx │ ├── code-llama.jp.mdx │ ├── code-llama.kr.mdx │ ├── code-llama.pt.mdx │ ├── code-llama.ru.mdx │ ├── code-llama.tr.mdx │ ├── code-llama.zh.mdx │ ├── collection.ca.mdx │ ├── collection.de.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.de.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 │ ├── gemini-advanced.ca.mdx │ ├── gemini-advanced.de.mdx │ ├── gemini-advanced.en.mdx │ ├── gemini-advanced.es.mdx │ ├── gemini-advanced.fi.mdx │ ├── gemini-advanced.fr.mdx │ ├── gemini-advanced.it.mdx │ ├── gemini-advanced.jp.mdx │ ├── gemini-advanced.kr.mdx │ ├── gemini-advanced.pt.mdx │ ├── gemini-advanced.ru.mdx │ ├── gemini-advanced.tr.mdx │ ├── gemini-advanced.zh.mdx │ ├── gemini-pro.ca.mdx │ ├── gemini-pro.de.mdx │ ├── gemini-pro.en.mdx │ ├── gemini-pro.es.mdx │ ├── gemini-pro.fi.mdx │ ├── gemini-pro.fr.mdx │ ├── gemini-pro.it.mdx │ ├── gemini-pro.jp.mdx │ ├── gemini-pro.kr.mdx │ ├── gemini-pro.pt.mdx │ ├── gemini-pro.ru.mdx │ ├── gemini-pro.tr.mdx │ ├── gemini-pro.zh.mdx │ ├── gemini.ca.mdx │ ├── gemini.de.mdx │ ├── gemini.en.mdx │ ├── gemini.es.mdx │ ├── gemini.fi.mdx │ ├── gemini.fr.mdx │ ├── gemini.it.mdx │ ├── gemini.jp.mdx │ ├── gemini.kr.mdx │ ├── gemini.pt.mdx │ ├── gemini.ru.mdx │ ├── gemini.tr.mdx │ ├── gemini.zh.mdx │ ├── gemma.de.mdx │ ├── gemma.en.mdx │ ├── gpt-4.ca.mdx │ ├── gpt-4.de.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 │ ├── grok-1.de.mdx │ ├── grok-1.en.mdx │ ├── llama-3.de.mdx │ ├── llama-3.en.mdx │ ├── llama.ca.mdx │ ├── llama.de.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 │ ├── mistral-7b.ca.mdx │ ├── mistral-7b.de.mdx │ ├── mistral-7b.en.mdx │ ├── mistral-7b.es.mdx │ ├── mistral-7b.fi.mdx │ ├── mistral-7b.fr.mdx │ ├── mistral-7b.it.mdx │ ├── mistral-7b.jp.mdx │ ├── mistral-7b.kr.mdx │ ├── mistral-7b.pt.mdx │ ├── mistral-7b.ru.mdx │ ├── mistral-7b.tr.mdx │ ├── mistral-7b.zh.mdx │ ├── mistral-large.de.mdx │ ├── mistral-large.en.mdx │ ├── mixtral-8x22b.de.mdx │ ├── mixtral-8x22b.en.mdx │ ├── mixtral.ca.mdx │ ├── mixtral.de.mdx │ ├── mixtral.en.mdx │ ├── mixtral.es.mdx │ ├── mixtral.fi.mdx │ ├── mixtral.fr.mdx │ ├── mixtral.it.mdx │ ├── mixtral.jp.mdx │ ├── mixtral.kr.mdx │ ├── mixtral.pt.mdx │ ├── mixtral.ru.mdx │ ├── mixtral.tr.mdx │ ├── mixtral.zh.mdx │ ├── olmo.ca.mdx │ ├── olmo.de.mdx │ ├── olmo.en.mdx │ ├── olmo.es.mdx │ ├── olmo.fi.mdx │ ├── olmo.fr.mdx │ ├── olmo.it.mdx │ ├── olmo.jp.mdx │ ├── olmo.kr.mdx │ ├── olmo.pt.mdx │ ├── olmo.ru.mdx │ ├── olmo.tr.mdx │ ├── olmo.zh.mdx │ ├── phi-2.ca.mdx │ ├── phi-2.de.mdx │ ├── phi-2.en.mdx │ ├── phi-2.es.mdx │ ├── phi-2.fi.mdx │ ├── phi-2.fr.mdx │ ├── phi-2.it.mdx │ ├── phi-2.jp.mdx │ ├── phi-2.kr.mdx │ ├── phi-2.pt.mdx │ ├── phi-2.ru.mdx │ ├── phi-2.tr.mdx │ ├── phi-2.zh.mdx │ ├── sora.ca.mdx │ ├── sora.de.mdx │ ├── sora.en.mdx │ ├── sora.es.mdx │ ├── sora.fi.mdx │ ├── sora.fr.mdx │ ├── sora.it.mdx │ ├── sora.jp.mdx │ ├── sora.kr.mdx │ ├── sora.pt.mdx │ ├── sora.ru.mdx │ ├── sora.tr.mdx │ └── sora.zh.mdx ├── notebooks.ca.mdx ├── notebooks.de.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.de.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 ├── prompts.ca.mdx ├── prompts.de.mdx ├── prompts.en.mdx ├── prompts.es.mdx ├── prompts.fi.mdx ├── prompts.fr.mdx ├── prompts.it.mdx ├── prompts.jp.mdx ├── prompts.kr.mdx ├── prompts.pt.mdx ├── prompts.ru.mdx ├── prompts.tr.mdx ├── prompts.zh.mdx ├── prompts │ ├── _meta.ca.json │ ├── _meta.de.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-prompting.de.mdx │ ├── adversarial-prompting.en.mdx │ ├── adversarial-prompting.jp.mdx │ ├── adversarial-prompting.zh.mdx │ ├── adversarial-prompting │ │ ├── _meta.de.json │ │ ├── _meta.en.json │ │ ├── _meta.zh.json │ │ ├── jailbreaking-llms.de.mdx │ │ ├── jailbreaking-llms.en.mdx │ │ ├── jailbreaking-llms.zh.mdx │ │ ├── prompt-injection.de.mdx │ │ ├── prompt-injection.en.mdx │ │ ├── prompt-injection.zh.mdx │ │ ├── prompt-leaking.de.mdx │ │ ├── prompt-leaking.en.mdx │ │ └── prompt-leaking.zh.mdx │ ├── classification.de.mdx │ ├── classification.en.mdx │ ├── classification.jp.mdx │ ├── classification.zh.mdx │ ├── classification │ │ ├── _meta.de.json │ │ ├── _meta.en.json │ │ ├── _meta.zh.json │ │ ├── sentiment-fewshot.de.mdx │ │ ├── sentiment-fewshot.en.mdx │ │ ├── sentiment-fewshot.zh.mdx │ │ ├── sentiment.de.mdx │ │ ├── sentiment.en.mdx │ │ └── sentiment.zh.mdx │ ├── coding.de.mdx │ ├── coding.en.mdx │ ├── coding.jp.mdx │ ├── coding.zh.mdx │ ├── coding │ │ ├── _meta.de.json │ │ ├── _meta.en.json │ │ ├── code-snippet.de.mdx │ │ ├── code-snippet.en.mdx │ │ ├── mysql-query.de.mdx │ │ ├── mysql-query.en.mdx │ │ ├── tikz.de.mdx │ │ └── tikz.en.mdx │ ├── creativity.de.mdx │ ├── creativity.en.mdx │ ├── creativity.jp.mdx │ ├── creativity.zh.mdx │ ├── creativity │ │ ├── _meta.de.json │ │ ├── _meta.en.json │ │ ├── infinite-primes.de.mdx │ │ ├── infinite-primes.en.mdx │ │ ├── interdisciplinary.de.mdx │ │ ├── interdisciplinary.en.mdx │ │ ├── new-words.de.mdx │ │ ├── new-words.en.mdx │ │ ├── rhymes.de.mdx │ │ └── rhymes.en.mdx │ ├── evaluation.de.mdx │ ├── evaluation.en.mdx │ ├── evaluation.jp.mdx │ ├── evaluation.zh.mdx │ ├── evaluation │ │ ├── _meta.de.json │ │ ├── _meta.en.json │ │ ├── plato-dialogue.de.mdx │ │ └── plato-dialogue.en.mdx │ ├── image-generation.de.mdx │ ├── image-generation.en.mdx │ ├── image-generation.jp.mdx │ ├── image-generation.zh.mdx │ ├── image-generation │ │ ├── _meta.de.json │ │ ├── _meta.en.json │ │ ├── alphabet-person.de.mdx │ │ └── alphabet-person.en.mdx │ ├── information-extraction.de.mdx │ ├── information-extraction.en.mdx │ ├── information-extraction.jp.mdx │ ├── information-extraction.zh.mdx │ ├── information-extraction │ │ ├── _meta.de.json │ │ ├── _meta.en.json │ │ ├── extract-models.de.mdx │ │ └── extract-models.en.mdx │ ├── mathematics.de.mdx │ ├── mathematics.en.mdx │ ├── mathematics.jp.mdx │ ├── mathematics.zh.mdx │ ├── mathematics │ │ ├── _meta.de.json │ │ ├── _meta.en.json │ │ ├── composite-functions.de.mdx │ │ ├── composite-functions.en.mdx │ │ ├── odd-numbers.de.mdx │ │ └── odd-numbers.en.mdx │ ├── question-answering.de.mdx │ ├── question-answering.en.mdx │ ├── question-answering.jp.mdx │ ├── question-answering.zh.mdx │ ├── question-answering │ │ ├── _meta.de.json │ │ ├── _meta.en.json │ │ ├── closed-domain.de.mdx │ │ ├── closed-domain.en.mdx │ │ ├── open-domain.de.mdx │ │ ├── open-domain.en.mdx │ │ ├── science-qa.de.mdx │ │ └── science-qa.en.mdx │ ├── reasoning.de.mdx │ ├── reasoning.en.mdx │ ├── reasoning.jp.mdx │ ├── reasoning.zh.mdx │ ├── reasoning │ │ ├── _meta.de.json │ │ ├── _meta.en.json │ │ ├── indirect-reasoning.de.mdx │ │ ├── indirect-reasoning.en.mdx │ │ ├── physical-reasoning.de.mdx │ │ └── physical-reasoning.en.mdx │ ├── text-summarization.de.mdx │ ├── text-summarization.en.mdx │ ├── text-summarization.jp.mdx │ ├── text-summarization.zh.mdx │ ├── text-summarization │ │ ├── _meta.de.json │ │ ├── _meta.en.json │ │ ├── explain-concept.de.mdx │ │ └── explain-concept.en.mdx │ ├── truthfulness.de.mdx │ ├── truthfulness.en.mdx │ ├── truthfulness.jp.mdx │ ├── truthfulness.zh.mdx │ └── truthfulness │ │ ├── _meta.de.json │ │ ├── _meta.en.json │ │ ├── identify-hallucination.de.mdx │ │ └── identify-hallucination.en.mdx ├── readings.ca.mdx ├── readings.de.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 ├── research.ca.mdx ├── research.de.mdx ├── research.en.mdx ├── research.es.mdx ├── research.fi.mdx ├── research.fr.mdx ├── research.it.mdx ├── research.jp.mdx ├── research.kr.mdx ├── research.pt.mdx ├── research.ru.mdx ├── research.tr.mdx ├── research.zh.mdx ├── research │ ├── _meta.ca.json │ ├── _meta.de.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 │ ├── groq.de.mdx │ ├── groq.en.mdx │ ├── groq.zh.mdx │ ├── guided-cot.de.mdx │ ├── guided-cot.en.mdx │ ├── guided-cot.zh.mdx │ ├── infini-attention.de.mdx │ ├── infini-attention.en.mdx │ ├── infini-attention.zh.mdx │ ├── llm-agents.ca.mdx │ ├── llm-agents.de.mdx │ ├── llm-agents.en.mdx │ ├── llm-agents.es.mdx │ ├── llm-agents.fi.mdx │ ├── llm-agents.fr.mdx │ ├── llm-agents.it.mdx │ ├── llm-agents.jp.mdx │ ├── llm-agents.kr.mdx │ ├── llm-agents.pt.mdx │ ├── llm-agents.ru.mdx │ ├── llm-agents.tr.mdx │ ├── llm-agents.zh.mdx │ ├── llm-reasoning.de.mdx │ ├── llm-reasoning.en.mdx │ ├── llm-reasoning.zh.mdx │ ├── llm-recall.de.mdx │ ├── llm-recall.en.mdx │ ├── llm-recall.zh.mdx │ ├── llm-tokenization.de.mdx │ ├── llm-tokenization.en.mdx │ ├── llm-tokenization.zh.mdx │ ├── rag-faithfulness.de.mdx │ ├── rag-faithfulness.en.mdx │ ├── rag-faithfulness.zh.mdx │ ├── rag.ca.mdx │ ├── rag.de.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 │ ├── rag_hallucinations.de.mdx │ ├── rag_hallucinations.en.mdx │ ├── rag_hallucinations.zh.mdx │ ├── synthetic_data.de.mdx │ ├── synthetic_data.en.mdx │ ├── synthetic_data.zh.mdx │ ├── thoughtsculpt.de.mdx │ ├── thoughtsculpt.en.mdx │ ├── thoughtsculpt.zh.mdx │ ├── trustworthiness-in-llms.ca.mdx │ ├── trustworthiness-in-llms.de.mdx │ ├── trustworthiness-in-llms.en.mdx │ ├── trustworthiness-in-llms.es.mdx │ ├── trustworthiness-in-llms.fi.mdx │ ├── trustworthiness-in-llms.fr.mdx │ ├── trustworthiness-in-llms.it.mdx │ ├── trustworthiness-in-llms.jp.mdx │ ├── trustworthiness-in-llms.kr.mdx │ ├── trustworthiness-in-llms.pt.mdx │ ├── trustworthiness-in-llms.ru.mdx │ ├── trustworthiness-in-llms.tr.mdx │ └── trustworthiness-in-llms.zh.mdx ├── risks.ca.mdx ├── risks.de.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.de.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.de.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.de.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.de.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 ├── style.css ├── techniques.ca.mdx ├── techniques.de.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.de.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.de.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.de.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.de.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.de.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.de.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.de.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.de.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.de.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.de.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 │ ├── meta-prompting.en.mdx │ ├── multimodalcot.ca.mdx │ ├── multimodalcot.de.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 │ ├── pal.ca.mdx │ ├── pal.de.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 │ ├── prompt_chaining.ca.mdx │ ├── prompt_chaining.de.mdx │ ├── prompt_chaining.en.mdx │ ├── prompt_chaining.es.mdx │ ├── prompt_chaining.fi.mdx │ ├── prompt_chaining.fr.mdx │ ├── prompt_chaining.it.mdx │ ├── prompt_chaining.jp.mdx │ ├── prompt_chaining.kr.mdx │ ├── prompt_chaining.pt.mdx │ ├── prompt_chaining.ru.mdx │ ├── prompt_chaining.tr.mdx │ ├── prompt_chaining.zh.mdx │ ├── rag.ca.mdx │ ├── rag.de.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.de.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 │ ├── reflexion.ca.mdx │ ├── reflexion.de.mdx │ ├── reflexion.en.mdx │ ├── reflexion.es.mdx │ ├── reflexion.fi.mdx │ ├── reflexion.fr.mdx │ ├── reflexion.it.mdx │ ├── reflexion.jp.mdx │ ├── reflexion.kr.mdx │ ├── reflexion.pt.mdx │ ├── reflexion.ru.mdx │ ├── reflexion.tr.mdx │ ├── reflexion.zh.mdx │ ├── tot.ca.mdx │ ├── tot.de.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.de.mdx │ ├── zeroshot.en.mdx │ ├── zeroshot.es.mdx │ ├── zeroshot.fi.mdx │ ├── zeroshot.fr.mdx │ ├── zeroshot.it.mdx │ ├── zeroshot.jp.mdx │ ├── zeroshot.kr.mdx │ ├── zeroshot.pt.mdx │ ├── zeroshot.ru.mdx │ ├── zeroshot.tr.mdx │ └── zeroshot.zh.mdx ├── tools.ca.mdx ├── tools.de.mdx ├── tools.en.mdx ├── tools.es.mdx ├── tools.fi.mdx ├── tools.fr.mdx ├── tools.it.mdx ├── tools.jp.mdx ├── tools.kr.mdx ├── tools.pt.mdx ├── tools.ru.mdx ├── tools.tr.mdx └── tools.zh.mdx ├── pnpm-lock.yaml ├── public ├── 144-favicon-dark.svg └── 144-favicon.svg ├── theme.config.tsx └── tsconfig.json /.gitignore: -------------------------------------------------------------------------------- 1 | .ipynb_checkpoints/ 2 | __pycache__/ 3 | *.swp 4 | .env 5 | .pylintrc 6 | *.egg-info/ 7 | notebooks/.ipynb_checkpoints/ 8 | notebooks/__pycache__/ 9 | notebooks/state_of_the_union.txt 10 | notebooks/chroma_logs.log 11 | notebooks/.chroma/ 12 | notebooks/local_notebooks/ 13 | notebooks/.env 14 | pages/research/local_research/ 15 | .DS_Store 16 | .vscode 17 | 18 | # app 19 | .next 20 | node_modules 21 | prompts -------------------------------------------------------------------------------- /CITATION.cff: -------------------------------------------------------------------------------- 1 | cff-version: 1.2.0 2 | message: "If you use this software, please cite it as below." 3 | authors: 4 | - family-names: "Saravia" 5 | given-names: "Elvis" 6 | title: "Prompt Engineering Guide" 7 | date-released: 2022-12-16 8 | url: "https://github.com/dair-ai/Prompt-Engineering-Guide" 9 | preferred-citation: 10 | type: article 11 | authors: 12 | - family-names: "Saravia" 13 | given-names: "Elvis" 14 | month: 12 15 | journal: "https://github.com/dair-ai/Prompt-Engineering-Guide" 16 | title: "Prompt Engineering Guide" 17 | year: 2022 18 | -------------------------------------------------------------------------------- /ar-pages/applications.ar.mdx: -------------------------------------------------------------------------------- 1 | # LLM Applications 2 | 3 | import { Callout } from 'nextra-theme-docs' 4 | import {Cards, Card} from 'nextra-theme-docs' 5 | import {FilesIcon} from 'components/icons' 6 | import ContentFileNames from 'components/ContentFileNames' 7 | 8 | In this section, we will cover advanced and interesting ways we can use prompt engineering to perform useful and more advanced tasks with large language models (LLMs). 9 | 10 | -------------------------------------------------------------------------------- /ar-pages/applications/_meta.ar.json: -------------------------------------------------------------------------------- 1 | { 2 | "function_calling": "استدعاء الدوال", 3 | "generating": "توليد البيانات", 4 | "synthetic_rag": "توليد مجموعة بيانات لـ RAG", 5 | "generating_textbooks": "معالجة تنوع مجموعات البيانات المولدة", 6 | "coding": "توليد الأكواد", 7 | "workplace_casestudy": "دراسة حالة: تصنيف الوظائف للخريجين الجدد", 8 | "pf": "أمر على صيغة دالّة برمجية" 9 | } 10 | -------------------------------------------------------------------------------- /ar-pages/introduction/_meta.ar.json: -------------------------------------------------------------------------------- 1 | { 2 | "settings": "إعدادات النماذج اللغوية الكبيرة", 3 | "basics": "أساسيات التلقين", 4 | "elements": "عناصر الأوامر", 5 | "tips": "نصائح عامة لتصميم الأوامر", 6 | "examples": "أمثلة على الأوامر" 7 | } 8 | -------------------------------------------------------------------------------- /ar-pages/prompts.ar.mdx: -------------------------------------------------------------------------------- 1 | # Prompt Hub 2 | 3 | import PromptFiles from 'components/PromptFiles' 4 | 5 | The Prompt Hub is a collection of prompts that are useful to test the capabilities of LLMs on a variety of fundamental capabilities and complex tasks. We hope the Prompt Hub helps you discover interesting ways to leverage, experiment, and build with LLMs. We encourage and welcome contributions from the AI research and developer community. 6 | 7 | 8 | -------------------------------------------------------------------------------- /ar-pages/prompts/_meta.ar.json: -------------------------------------------------------------------------------- 1 | { 2 | "classification": "التصنيف", 3 | "coding": "كتابة أكواد", 4 | "creativity": "الابداع", 5 | "evaluation": "التقييم", 6 | "information-extraction": "استخراج المعلومات", 7 | "image-generation": "توليد الصور", 8 | "mathematics": "الرياضيات", 9 | "question-answering": "الإجابة على الأسئلة", 10 | "reasoning": "الاستنتاج", 11 | "text-summarization": "تلخيص النصوص", 12 | "truthfulness": "المصداقية", 13 | "adversarial-prompting": "التلقين العكسي" 14 | } 15 | -------------------------------------------------------------------------------- /ar-pages/prompts/adversarial-prompting.ar.mdx: -------------------------------------------------------------------------------- 1 | # Adversarial Prompting in LLMs 2 | 3 | import ContentFileNames from 'components/ContentFileNames' 4 | 5 | This section contains a collection of prompts for that raises awareness of different LLM vulnerabilities. 6 | 7 | -------------------------------------------------------------------------------- /ar-pages/prompts/adversarial-prompting/_meta.ar.json: -------------------------------------------------------------------------------- 1 | { 2 | "prompt-injection": "حقن الأوامر (Injection)", 3 | "prompt-leaking": "تسريب الأواامر", 4 | "jailbreaking-llms": "كسر الحماية (Jailbreaking)" 5 | } 6 | -------------------------------------------------------------------------------- /ar-pages/prompts/classification.ar.mdx: -------------------------------------------------------------------------------- 1 | # LLMs for Classification 2 | 3 | import ContentFileNames from 'components/ContentFileNames' 4 | 5 | This section contains a collection of prompts for testing the test classification capabilities of LLMs. 6 | 7 | 8 | -------------------------------------------------------------------------------- /ar-pages/prompts/classification/_meta.ar.json: -------------------------------------------------------------------------------- 1 | { 2 | "sentiment": "تصنيف المشاعر", 3 | "sentiment-fewshot": "تصنيف المشاعر ببضع أمثلة" 4 | } 5 | -------------------------------------------------------------------------------- /ar-pages/prompts/coding.ar.mdx: -------------------------------------------------------------------------------- 1 | # LLMs for Code Generation 2 | 3 | import ContentFileNames from 'components/ContentFileNames' 4 | 5 | This section contains a collection of prompts for testing the code generation capabilities of LLMs. 6 | 7 | 8 | 9 | 10 | -------------------------------------------------------------------------------- /ar-pages/prompts/coding/_meta.ar.json: -------------------------------------------------------------------------------- 1 | { 2 | "code-snippet": "توليد كود برمجي", 3 | "mysql-query": "توليد استعلام MySQL", 4 | "tikz": "رسم مخطط TiKZ" 5 | } 6 | -------------------------------------------------------------------------------- /ar-pages/prompts/creativity.ar.mdx: -------------------------------------------------------------------------------- 1 | # LLMs for Creativity 2 | 3 | import ContentFileNames from 'components/ContentFileNames' 4 | 5 | This section contains a collection of prompts for testing the creativity capabilities of LLMs. 6 | 7 | 8 | -------------------------------------------------------------------------------- /ar-pages/prompts/creativity/_meta.ar.json: -------------------------------------------------------------------------------- 1 | { 2 | "rhymes": "القوافي", 3 | "infinite-primes": "الأعداد الأولية اللانهائية", 4 | "interdisciplinary": "تعدد التخصصات", 5 | "new-words": "ابتكار كلمات جديدة" 6 | } 7 | -------------------------------------------------------------------------------- /ar-pages/prompts/evaluation.ar.mdx: -------------------------------------------------------------------------------- 1 | # LLM Evaluation 2 | 3 | import ContentFileNames from 'components/ContentFileNames' 4 | 5 | This section contains a collection of prompts for testing the capabilities of LLMs to be used for evaluation which involves using the LLMs themselves as a judge. 6 | 7 | 8 | -------------------------------------------------------------------------------- /ar-pages/prompts/evaluation/_meta.ar.json: -------------------------------------------------------------------------------- 1 | { 2 | "plato-dialogue": "تقييم حوار أفلاطون" 3 | } 4 | -------------------------------------------------------------------------------- /ar-pages/prompts/image-generation.ar.mdx: -------------------------------------------------------------------------------- 1 | # Image Generation 2 | 3 | import ContentFileNames from 'components/ContentFileNames' 4 | 5 | This section contains a collection of prompts for exploring the capabilities of LLMs and multimodal models. 6 | 7 | 8 | -------------------------------------------------------------------------------- /ar-pages/prompts/image-generation/_meta.ar.json: -------------------------------------------------------------------------------- 1 | { 2 | "alphabet-person": "رسم شخص باستخدام اللغة" 3 | } 4 | -------------------------------------------------------------------------------- /ar-pages/prompts/information-extraction.ar.mdx: -------------------------------------------------------------------------------- 1 | # Information Extraction with LLMs 2 | 3 | import ContentFileNames from 'components/ContentFileNames' 4 | 5 | This section contains a collection of prompts for exploring information extraction capabilities of LLMs. 6 | 7 | 8 | -------------------------------------------------------------------------------- /ar-pages/prompts/information-extraction/_meta.ar.json: -------------------------------------------------------------------------------- 1 | { 2 | "extract-models": "استخراج أسماء النماذج" 3 | } 4 | -------------------------------------------------------------------------------- /ar-pages/prompts/mathematics.ar.mdx: -------------------------------------------------------------------------------- 1 | # Mathematical Understanding with LLMs 2 | 3 | import ContentFileNames from 'components/ContentFileNames' 4 | 5 | 6 | This section contains a collection of prompts for testing the mathematical capabilities of LLMs. 7 | 8 | 9 | -------------------------------------------------------------------------------- /ar-pages/prompts/mathematics/_meta.ar.json: -------------------------------------------------------------------------------- 1 | { 2 | "composite-functions": "تقييم الدوال المركبة", 3 | "odd-numbers": "جمع الأعداد الفردية" 4 | } 5 | -------------------------------------------------------------------------------- /ar-pages/prompts/question-answering.ar.mdx: -------------------------------------------------------------------------------- 1 | # Question Answering with LLMs 2 | 3 | import ContentFileNames from 'components/ContentFileNames' 4 | 5 | This section contains a collection of prompts for testing the question answering capabilities of LLMs. 6 | 7 | -------------------------------------------------------------------------------- /ar-pages/prompts/question-answering/_meta.ar.json: -------------------------------------------------------------------------------- 1 | { 2 | "closed-domain": "الإجابة على الأسئلة في مجال محدد", 3 | "open-domain": "الإجابة على الأسئلة بدون تحديد المجال", 4 | "science-qa": "الإجابة على أسئلة علمية" 5 | } 6 | -------------------------------------------------------------------------------- /ar-pages/prompts/reasoning.ar.mdx: -------------------------------------------------------------------------------- 1 | # Reasoning with LLMs 2 | 3 | import ContentFileNames from 'components/ContentFileNames' 4 | 5 | 6 | This section contains a collection of prompts for testing the reasoning capabilities of LLMs. 7 | 8 | 9 | -------------------------------------------------------------------------------- /ar-pages/prompts/reasoning/_meta.ar.json: -------------------------------------------------------------------------------- 1 | { 2 | "indirect-reasoning": "الاستنتاج غير المباشر", 3 | "physical-reasoning": "الاستنتاج الفيزيائي" 4 | } 5 | -------------------------------------------------------------------------------- /ar-pages/prompts/text-summarization.ar.mdx: -------------------------------------------------------------------------------- 1 | # Text Summarization with LLMs 2 | 3 | import ContentFileNames from 'components/ContentFileNames' 4 | 5 | This section contains a collection of prompts for exploring text summarization capabilities of LLMs. 6 | 7 | -------------------------------------------------------------------------------- /ar-pages/prompts/text-summarization/_meta.ar.json: -------------------------------------------------------------------------------- 1 | { 2 | "explain-concept": "شرح المفاهيم" 3 | } 4 | -------------------------------------------------------------------------------- /ar-pages/prompts/truthfulness.ar.mdx: -------------------------------------------------------------------------------- 1 | # Truthfulness in LLMs 2 | 3 | import ContentFileNames from 'components/ContentFileNames' 4 | 5 | This section contains a collection of prompts for exploring truthfulness in LLMs. 6 | 7 | 8 | -------------------------------------------------------------------------------- /ar-pages/prompts/truthfulness/_meta.ar.json: -------------------------------------------------------------------------------- 1 | { 2 | "identify-hallucination": "كشف حالات الهلوسة (hallucination)" 3 | } 4 | -------------------------------------------------------------------------------- /ar-pages/risks/_meta.ar.json: -------------------------------------------------------------------------------- 1 | { 2 | "adversarial": "التلقين العكسي", 3 | "factuality": "الواقعية", 4 | "biases": "التحيّز" 5 | } 6 | -------------------------------------------------------------------------------- /ar-pages/techniques/graph.ar.mdx: -------------------------------------------------------------------------------- 1 | # GraphPrompts 2 | 3 | [Liu et al., 2023](https://arxiv.org/abs/2302.08043) introduces GraphPrompt, a new prompting framework for graphs to improve performance on downstream tasks. 4 | 5 | More coming soon! -------------------------------------------------------------------------------- /components/counters.module.css: -------------------------------------------------------------------------------- 1 | .counter { 2 | border: 1px solid #ccc; 3 | border-radius: 5px; 4 | padding: 2px 6px; 5 | margin: 12px 0 0; 6 | } 7 | -------------------------------------------------------------------------------- /components/icons/arrow-right.svg: -------------------------------------------------------------------------------- 1 | 6 | 11 | 12 | -------------------------------------------------------------------------------- /components/icons/box.svg: -------------------------------------------------------------------------------- 1 | 8 | 13 | 14 | -------------------------------------------------------------------------------- /components/icons/chevron-right.svg: -------------------------------------------------------------------------------- 1 | 8 | 13 | 14 | -------------------------------------------------------------------------------- /components/icons/cloud.svg: -------------------------------------------------------------------------------- 1 | 8 | 13 | 14 | -------------------------------------------------------------------------------- /components/icons/code.svg: 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-------------------------------------------------------------------------------- /components/icons/markdown.svg: -------------------------------------------------------------------------------- 1 | 2 | 6 | 7 | -------------------------------------------------------------------------------- /components/icons/newsletter.svg: -------------------------------------------------------------------------------- 1 | 8 | 13 | 14 | -------------------------------------------------------------------------------- /components/icons/one.svg: -------------------------------------------------------------------------------- 1 | 7 | 10 | 11 | -------------------------------------------------------------------------------- /components/icons/rows.svg: -------------------------------------------------------------------------------- 1 | 8 | 13 | 14 | -------------------------------------------------------------------------------- /components/icons/switch.svg: -------------------------------------------------------------------------------- 1 | 2 | 6 | 7 | -------------------------------------------------------------------------------- /components/icons/warning.svg: -------------------------------------------------------------------------------- 1 | 8 | 13 | 14 | -------------------------------------------------------------------------------- /components/word-wrap.tsx: -------------------------------------------------------------------------------- 1 | import type { ComponentProps, ReactElement } from 'react' 2 | 3 | export function WordWrapIcon(props: ComponentProps<'svg'>): ReactElement { 4 | return ( 5 | 6 | 10 | 11 | ) 12 | } 13 | -------------------------------------------------------------------------------- /img/APE.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dair-ai/Prompt-Engineering-Guide/8043992146c5a44a6d49557de3c55fdacaeb0475/img/APE.png 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-------------------------------------------------------------------------------- /pages/_meta.ar.json: -------------------------------------------------------------------------------- 1 | { 2 | "index": "هندسة التلقين", 3 | "introduction": "مقدمة", 4 | "techniques": "تقنيات", 5 | "applications": "تطبيقات", 6 | "prompts": "الأوامر", 7 | "models": "نماذج", 8 | "risks": "المخاطر وسوء الاستخدام", 9 | "research": "أبحاث", 10 | "papers": "أوراق بحثية", 11 | "tools": "أدوات", 12 | "notebooks": "دفاتر ملاحظات", 13 | "datasets": "مجموعات البيانات", 14 | "readings": "قراءات إضافية", 15 | "about": { 16 | "title": "حول الدليل", 17 | "type": "page" 18 | } 19 | } 20 | -------------------------------------------------------------------------------- /pages/_meta.ca.json: -------------------------------------------------------------------------------- 1 | { 2 | "index": "Prompt Engineering", 3 | "introduction": "Introduction", 4 | "techniques": "Techniques", 5 | "applications": "Applications", 6 | "prompts": "Prompt Hub", 7 | "models": "Models", 8 | "risks": "Risks & Misuses", 9 | "research": "LLM Research Findings", 10 | "papers": "Papers", 11 | "tools": "Tools", 12 | "notebooks": "Notebooks", 13 | "datasets": "Datasets", 14 | "readings": "Additional Readings", 15 | "about": { 16 | "title": "About", 17 | "type": "page" 18 | } 19 | } 20 | -------------------------------------------------------------------------------- /pages/_meta.de.json: -------------------------------------------------------------------------------- 1 | { 2 | "index": "Prompt Engineering", 3 | "introduction": "Einleitung", 4 | "techniques": "Techniken", 5 | "applications": "Anwendungen", 6 | "prompts": "Prompt Hub", 7 | "models": "Modelle", 8 | "risks": "Risiken & Missbrauch", 9 | "research": "LLM Forschungsergebnisse", 10 | "papers": "Papers", 11 | "tools": "Werkzeuge & Bibliotheken", 12 | "notebooks": "Notebooks", 13 | "datasets": "Datensätze", 14 | "readings": "Zusatzlektüre", 15 | "about": { 16 | "title": "Über", 17 | "type": "page" 18 | } 19 | } 20 | -------------------------------------------------------------------------------- /pages/_meta.es.json: -------------------------------------------------------------------------------- 1 | { 2 | "index": "Ingeniería de Prompt", 3 | "introduction": "Introducción", 4 | "techniques": "Técnicas", 5 | "applications": "Aplicaciones", 6 | "prompts": "Prompt Hub", 7 | "models": "Modelos", 8 | "risks": "Riesgos y Malos Usos", 9 | "research": "LLM Research Findings", 10 | "papers": "Papers", 11 | "tools": "Herramientas", 12 | "notebooks": "Notebooks", 13 | "datasets": "Datasets", 14 | "readings": "Lecturas Adicionales", 15 | "about": { 16 | "title": "Acerca de", 17 | "type": "page" 18 | } 19 | } 20 | -------------------------------------------------------------------------------- /pages/_meta.fi.json: -------------------------------------------------------------------------------- 1 | { 2 | "index": "Prompt Engineering", 3 | "introduction": "Introduction", 4 | "techniques": "Techniques", 5 | "applications": "Applications", 6 | "prompts": "Prompt Hub", 7 | "models": "Models", 8 | "risks": "Risks & Misuses", 9 | "research": "LLM Research Findings", 10 | "papers": "Papers", 11 | "tools": "Tools", 12 | "notebooks": "Notebooks", 13 | "datasets": "Datasets", 14 | "readings": "Additional Readings", 15 | "about": { 16 | "title": "About", 17 | "type": "page" 18 | } 19 | } 20 | -------------------------------------------------------------------------------- /pages/_meta.it.json: -------------------------------------------------------------------------------- 1 | { 2 | "index": "Prompt Engineering", 3 | "introduction": "Introduzione", 4 | "techniques": "Tecniche", 5 | "applications": "Applicazioni", 6 | "prompts": "Prompt Hub", 7 | "models": "Modelli", 8 | "risks": "Rischi & Abusi", 9 | "papers": "Articoli scientifici", 10 | "research": "LLM Research Findings", 11 | "tools": "Strumenti", 12 | "notebooks": "Notebook", 13 | "datasets": "Dataset", 14 | "readings": "Letture", 15 | "about": { 16 | "title": "Informazioni", 17 | "type": "page" 18 | } 19 | } 20 | -------------------------------------------------------------------------------- /pages/_meta.jp.json: -------------------------------------------------------------------------------- 1 | { 2 | "index": "Prompt Engineering", 3 | "introduction": "Introduction", 4 | "techniques": "Techniques", 5 | "applications": "Applications", 6 | "prompts": "Prompt Hub", 7 | "models": "Models", 8 | "risks": "Risks & Misuses", 9 | "research": "LLM Research Findings", 10 | "papers": "Papers", 11 | "tools": "Tools", 12 | "notebooks": "Notebooks", 13 | "datasets": "Datasets", 14 | "readings": "Additional Readings", 15 | "about": { 16 | "title": "About", 17 | "type": "page" 18 | } 19 | } 20 | -------------------------------------------------------------------------------- /pages/_meta.kr.json: -------------------------------------------------------------------------------- 1 | { 2 | "index": "Prompt Engineering", 3 | "introduction": "Introduction", 4 | "techniques": "Techniques", 5 | "applications": "Applications", 6 | "prompts": "Prompt Hub", 7 | "models": "Models", 8 | "risks": "Risks & Misuses", 9 | "research": "LLM Research Findings", 10 | "papers": "Papers", 11 | "tools": "Tools", 12 | "notebooks": "Notebooks", 13 | "datasets": "Datasets", 14 | "readings": "Additional Readings", 15 | "about": { 16 | "title": "About", 17 | "type": "page" 18 | } 19 | } 20 | -------------------------------------------------------------------------------- /pages/_meta.pt.json: -------------------------------------------------------------------------------- 1 | { 2 | "index": "Prompt Engineering", 3 | "introduction": "Introdução", 4 | "techniques": "Técnicas", 5 | "applications": "Aplicações", 6 | "prompts": "Prompt Hub", 7 | "models": "Modelos", 8 | "risks": "Riscos e usos indevidos", 9 | "research": "LLM Research Findings", 10 | "papers": "Artigos", 11 | "tools": "Ferramentas", 12 | "notebooks": "Notebooks", 13 | "datasets": "Conjuntos de dados", 14 | "readings": "Leituras Adicionais", 15 | "about": { 16 | "title": "Sobre", 17 | "type": "page" 18 | } 19 | } 20 | -------------------------------------------------------------------------------- /pages/_meta.ru.json: -------------------------------------------------------------------------------- 1 | { 2 | "index": "Промпт инжиниринг", 3 | "introduction": "Введение", 4 | "techniques": "Техники", 5 | "applications": "Применение", 6 | "prompts": "Prompt Hub", 7 | "models": "Модели", 8 | "risks": "Риски и неправильное использование", 9 | "research": "LLM Research Findings", 10 | "papers": "Статьи", 11 | "tools": "Инструменты", 12 | "notebooks": "Notebooks", 13 | "datasets": "Datasets", 14 | "readings": "Дополнительные статьи", 15 | "about": { 16 | "title": "О нас", 17 | "type": "page" 18 | } 19 | } 20 | -------------------------------------------------------------------------------- /pages/_meta.tr.json: -------------------------------------------------------------------------------- 1 | { 2 | "index": "İstem Mühendisliği", 3 | "introduction": "Giriş", 4 | "techniques": "Teknikler", 5 | "applications": "Uygulamalar", 6 | "prompts": "Prompt Hub", 7 | "models": "Modeller", 8 | "risks": "Riskler ve Kötüye Kullanımlar", 9 | "research": "LLM Research Findings", 10 | "papers": "Makaleler", 11 | "tools": "Araçlar", 12 | "notebooks": "Notlar", 13 | "datasets": "Veri Kümeleri", 14 | "readings": "Ek Okumalar", 15 | "about": { 16 | "title": "Hakkında", 17 | "type": "page" 18 | } 19 | } -------------------------------------------------------------------------------- /pages/_meta.zh.json: -------------------------------------------------------------------------------- 1 | { 2 | "index": "提示工程指南", 3 | "introduction": "提示工程简介", 4 | "techniques": "提示技术", 5 | "applications": "提示应用", 6 | "prompts": "Prompt Hub", 7 | "models": "模型", 8 | "risks": "风险和误用", 9 | "research": "LLM Research Findings", 10 | "papers": "论文", 11 | "tools": "工具和库", 12 | "notebooks": "Prompt Engineering 笔记本", 13 | "datasets": "数据集", 14 | "readings": "阅读推荐", 15 | "about": { 16 | "title": "关于", 17 | "type": "page" 18 | } 19 | } 20 | -------------------------------------------------------------------------------- /pages/about.zh.mdx: -------------------------------------------------------------------------------- 1 | # 关于 2 | 3 | 提示工程指南（Prompt Engineering Guide）是由 [DAIR.AI](https://github.com/dair-ai) 发起的项目，旨在帮助研发和行业内相关人员了解提示工程。 4 | 5 | 以传播 AI 技术和研究成果为目标，DAIR.AI 的愿景是赋能新一代 AI 领域的创新者。 6 | 7 | 我们欢迎大家的贡献！大家可以查找页面上的编辑按钮参与贡献。 8 | 9 | [查看许可信息](https://github.com/dair-ai/Prompt-Engineering-Guide#license). 10 | 11 | 本项目受多个开源项目启发，其中包括 [OpenAI CookBook](https://github.com/openai/openai-cookbook), [Pretrain, Prompt, Predic](http://pretrain.nlpedia.ai/) 和 [Learn Prompting](https://learntipting.org/)。 12 | -------------------------------------------------------------------------------- /pages/agents.en.mdx: -------------------------------------------------------------------------------- 1 | # Agents 2 | 3 | import { Callout } from 'nextra/components' 4 | 5 | In this section, we provide an overview of language agents, including definitions, common design patterns, tips, and applications. 6 | 7 | 8 | Learn to build Agents in our new structured courses with examples and code. [Join now!](https://dair-ai.thinkific.com/) 9 | Use code PROMPTING20 to get an extra 20% off. 10 | 11 | -------------------------------------------------------------------------------- /pages/agents/_meta.en.json: -------------------------------------------------------------------------------- 1 | { 2 | "introduction": "Introduction to Agents", 3 | "components": "Agent Components" 4 | } -------------------------------------------------------------------------------- /pages/applications.ca.mdx: -------------------------------------------------------------------------------- 1 | # Aplicacions de Prompts 2 | 3 | import { Callout } from 'nextra-theme-docs' 4 | import ContentFileNames from 'components/ContentFileNames' 5 | 6 | En aquesta secció, tractarem algunes maneres avançades i interessants d'utilitzar l'enginyeria de prompts per realitzar tasques útils i més avançades. 7 | 8 | -------------------------------------------------------------------------------- /pages/applications.de.mdx: -------------------------------------------------------------------------------- 1 | # LLM-Anwendungen 2 | 3 | import { Callout } from 'nextra-theme-docs'; 4 | import { Cards, Card } from 'nextra-theme-docs'; 5 | import { FilesIcon } from 'components/icons'; 6 | import ContentFileNames from 'components/ContentFileNames' 7 | 8 | In diesem Abschnitt werden wir einige fortgeschrittene und interessante Methoden besprechen, wie wir Prompt-Engineering nutzen können, um nützliche und anspruchsvollere Aufgaben mit LLMs (große Sprachmodelle) zu bewältigen. 9 | 10 | -------------------------------------------------------------------------------- /pages/applications.en.mdx: -------------------------------------------------------------------------------- 1 | # LLM Applications & Guides 2 | 3 | import { Callout } from 'nextra-theme-docs' 4 | import {Cards, Card} from 'nextra-theme-docs' 5 | import {FilesIcon} from 'components/icons' 6 | import ContentFileNames from 'components/ContentFileNames' 7 | 8 | In this section, we will cover advanced and interesting ways we can use prompt engineering to perform useful and more advanced tasks with large language models (LLMs). 9 | 10 | -------------------------------------------------------------------------------- /pages/applications.es.mdx: -------------------------------------------------------------------------------- 1 | # Aplicaciones del Prompting 2 | 3 | import { Callout } from 'nextra-theme-docs' 4 | import ContentFileNames from 'components/ContentFileNames' 5 | 6 | En esta sección se mostrarán algunas formas avanzadas e interesantes en las que podemos usar la ingenieria de prompts para realizar tareas más avanzadas y útiles. 7 | 8 | -------------------------------------------------------------------------------- /pages/applications.fi.mdx: -------------------------------------------------------------------------------- 1 | # Kehottesovellukset 2 | 3 | import { Callout } from 'nextra-theme-docs' 4 | import ContentFileNames from 'components/ContentFileNames' 5 | 6 | Tässä osiossa käsitellään joitakin edistyneitä ja mielenkiintoisia menetelmiä, joiden avulla voimme soveltaa kehotteita käytännöllisiin ja vaativiin tehtäviin. 7 | 8 | -------------------------------------------------------------------------------- /pages/applications.fr.mdx: -------------------------------------------------------------------------------- 1 | # Prompting Applications 2 | 3 | import { Callout } from 'nextra-theme-docs' 4 | import ContentFileNames from 'components/ContentFileNames' 5 | 6 | Dans cette section, nous aborderons certaines façons avancées et intéressantes d'utiliser le prompt engineering pour effectuer des tâches utiles et plus avancées. 7 | 8 | -------------------------------------------------------------------------------- /pages/applications.it.mdx: -------------------------------------------------------------------------------- 1 | # Applicazioni di Prompting 2 | 3 | import { Callout } from 'nextra-theme-docs' 4 | import ContentFileNames from 'components/ContentFileNames' 5 | 6 | In questa sezione tratteremo alcuni modi avanzati e interessanti per utilizzare il prompt engineering per eseguire compiti utili e più avanzati. 7 | 8 | -------------------------------------------------------------------------------- /pages/applications.jp.mdx: -------------------------------------------------------------------------------- 1 | # プロンプトアプリケーション 2 | 3 | import { Callout } from 'nextra-theme-docs' 4 | import ContentFileNames from 'components/ContentFileNames' 5 | 6 | このガイドでは、プロンプトエンジニアリングを使って便利でより高度なタスクを実行するための、高度で興味深い方法について説明します。 7 | 8 | -------------------------------------------------------------------------------- /pages/applications.kr.mdx: -------------------------------------------------------------------------------- 1 | # Prompting Applications 2 | 3 | import { Callout } from 'nextra-theme-docs' 4 | import ContentFileNames from 'components/ContentFileNames' 5 | 6 | 7 | 이 장에서는 프롬프트 엔지니어링을 사용하여 유용한 고급 작업을 수행할 수 있는 몇 가지 흥미로운 고급 방법을 다룹니다. 8 | 9 | -------------------------------------------------------------------------------- /pages/applications.pt.mdx: -------------------------------------------------------------------------------- 1 | # Prompting e Aplicativos 2 | 3 | import { Callout } from 'nextra-theme-docs' 4 | import ContentFileNames from 'components/ContentFileNames' 5 | 6 | Nesta seção, abordaremos algumas maneiras avançadas e interessantes de usar a engenharia de prompt para executar tarefas úteis e mais avançadas. 7 | 8 | -------------------------------------------------------------------------------- /pages/applications.ru.mdx: -------------------------------------------------------------------------------- 1 | # Применение промптов 2 | 3 | import { Callout } from 'nextra-theme-docs' 4 | import ContentFileNames from 'components/ContentFileNames' 5 | 6 | В этом разделе мы рассмотрим некоторые продвинутые и интересные способы использования инженерии промптов для выполнения полезных и более сложных задач. 7 | 8 | -------------------------------------------------------------------------------- /pages/applications.tr.mdx: -------------------------------------------------------------------------------- 1 | # İstemci Uygulamaları 2 | 3 | import { Callout } from 'nextra-theme-docs' 4 | import ContentFileNames from 'components/ContentFileNames' 5 | 6 | Bu bölümde, yararlı ve daha gelişmiş görevleri gerçekleştirmek için hızlı mühendisliği kullanabileceğimiz bazı gelişmiş ve ilginç yolları ele alacağız. 7 | 8 | -------------------------------------------------------------------------------- /pages/applications.zh.mdx: -------------------------------------------------------------------------------- 1 | # 提示应用 2 | 3 | import { Callout } from 'nextra-theme-docs' 4 | import ContentFileNames from 'components/ContentFileNames' 5 | 6 | 7 | 在本指南中，我们将介绍一些高级和有趣的方法，利用提示工程来执行有用和更高级的任务。 8 | 9 | -------------------------------------------------------------------------------- /pages/applications/_meta.ca.json: -------------------------------------------------------------------------------- 1 | { 2 | "generating": "Generació de Dades", 3 | "coding": "Generació de Codi", 4 | "workplace_casestudy": "Estudi de Cas de Classificació de Llocs de Treball per a Titulats", 5 | "pf": "Prompt Function" 6 | } -------------------------------------------------------------------------------- /pages/applications/_meta.de.json: -------------------------------------------------------------------------------- 1 | { 2 | "function_calling": "Funktionsaufrufe", 3 | "generating": "Generierung von Daten", 4 | "synthetic_rag": "Generierung eines synthetischen Datensatzes für RAG", 5 | "generating_textbooks": "Umgang mit generierten Datensätzen und deren Vielfalt", 6 | "coding": "Codegenerierung", 7 | "workplace_casestudy": "Fallstudie zur Klassifizierung von Absolventenjobs", 8 | "pf": "Prompt-Funktion" 9 | } 10 | -------------------------------------------------------------------------------- /pages/applications/_meta.en.json: -------------------------------------------------------------------------------- 1 | { 2 | "finetuning-gpt4o": "Fine-tuning GPT-4o", 3 | "function_calling": "Function Calling", 4 | "context-caching": "Context Caching with LLMs", 5 | "generating": "Generating Data", 6 | "synthetic_rag": "Generating Synthetic Dataset for RAG", 7 | "generating_textbooks": "Tackling Generated Datasets Diversity", 8 | "coding": "Generating Code", 9 | "workplace_casestudy": "Graduate Job Classification Case Study", 10 | "pf": "Prompt Function" 11 | } 12 | -------------------------------------------------------------------------------- /pages/applications/_meta.es.json: -------------------------------------------------------------------------------- 1 | { 2 | "generating": "Generación de datos", 3 | "coding": "Generating Code", 4 | "workplace_casestudy": "Caso de estudio de clasificación de trabajo de graduados", 5 | "pf": "Prompt Function" 6 | } 7 | -------------------------------------------------------------------------------- /pages/applications/_meta.fi.json: -------------------------------------------------------------------------------- 1 | { 2 | "generating": "Generating Data", 3 | "coding": "Generating Code", 4 | "workplace_casestudy": "Graduate Job Classification Case Study", 5 | "pf": "Prompt Function" 6 | } 7 | -------------------------------------------------------------------------------- /pages/applications/_meta.fr.json: -------------------------------------------------------------------------------- 1 | { 2 | "generating": "Génération de données", 3 | "coding": "Generating Code", 4 | "workplace_casestudy": "Étude de cas sur la classification des emplois des diplômés", 5 | "pf": "Prompt Function" 6 | } 7 | -------------------------------------------------------------------------------- /pages/applications/_meta.it.json: -------------------------------------------------------------------------------- 1 | { 2 | "generating": "Generazione di dati", 3 | "coding": "Generating Code", 4 | "workplace_casestudy": "Studio sul caso della classificazione del lavoro dei laureati", 5 | "pf": "Prompt Function" 6 | } 7 | -------------------------------------------------------------------------------- /pages/applications/_meta.jp.json: -------------------------------------------------------------------------------- 1 | { 2 | "generating": "データ生成", 3 | "coding": "Generating Code", 4 | "workplace_casestudy": "Graduate Job Classification Case Study", 5 | "pf": "Prompt Function" 6 | } -------------------------------------------------------------------------------- /pages/applications/_meta.kr.json: -------------------------------------------------------------------------------- 1 | { 2 | "generating": "데이터 생성", 3 | "coding": "코드 생성", 4 | "workplace_casestudy": "학위가 필요한 직업을 분류한 사례 연구", 5 | "pf": "프롬프트 함수" 6 | } 7 | -------------------------------------------------------------------------------- /pages/applications/_meta.pt.json: -------------------------------------------------------------------------------- 1 | { 2 | "generating": "Generating Data", 3 | "coding": "Generating Code", 4 | "workplace_casestudy": "Graduate Job Classification Case Study", 5 | "pf": "Prompt Function" 6 | } -------------------------------------------------------------------------------- /pages/applications/_meta.ru.json: -------------------------------------------------------------------------------- 1 | { 2 | "generating": "Генерация данных", 3 | "coding": "Генерация кода", 4 | "workplace_casestudy": "Исследование по классификации", 5 | "pf": "Функции в промпте" 6 | } -------------------------------------------------------------------------------- /pages/applications/_meta.tr.json: -------------------------------------------------------------------------------- 1 | { 2 | "generating": "Veri Üretimi", 3 | "coding": "Kod Üretimi", 4 | "workplace_casestudy": "Lisansüstü İş Sınıflandırması Vaka Çalışması", 5 | "pf": "İstem Fonksiyonu" 6 | } -------------------------------------------------------------------------------- /pages/applications/_meta.zh.json: -------------------------------------------------------------------------------- 1 | { 2 | "generating": "生成数据", 3 | "coding": "Generating Code", 4 | "workplace_casestudy": "毕业生工作分类案例研究", 5 | "pf": "提示函数" 6 | } -------------------------------------------------------------------------------- /pages/applications/coding.fr.mdx: -------------------------------------------------------------------------------- 1 | # Generating Code 2 | 3 | Needs translation! Feel free to contribute a translating by clicking the `Edit this page` button on the right side. -------------------------------------------------------------------------------- /pages/applications/coding.it.mdx: -------------------------------------------------------------------------------- 1 | # Generating Code 2 | 3 | Needs translation! Feel free to contribute a translating by clicking the `Edit this page` button on the right side. -------------------------------------------------------------------------------- /pages/applications/coding.pt.mdx: -------------------------------------------------------------------------------- 1 | # Generating Code 2 | 3 | Needs translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right side. -------------------------------------------------------------------------------- /pages/applications/function_calling.ca.mdx: -------------------------------------------------------------------------------- 1 | # Function Calling with LLMs 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right. -------------------------------------------------------------------------------- /pages/applications/function_calling.es.mdx: -------------------------------------------------------------------------------- 1 | # Function Calling with LLMs 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right. -------------------------------------------------------------------------------- /pages/applications/function_calling.fi.mdx: -------------------------------------------------------------------------------- 1 | # Function Calling with LLMs 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right. -------------------------------------------------------------------------------- /pages/applications/function_calling.fr.mdx: -------------------------------------------------------------------------------- 1 | # Function Calling with LLMs 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right. -------------------------------------------------------------------------------- /pages/applications/function_calling.it.mdx: -------------------------------------------------------------------------------- 1 | # Function Calling with LLMs 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right. -------------------------------------------------------------------------------- /pages/applications/function_calling.jp.mdx: -------------------------------------------------------------------------------- 1 | # Function Calling with LLMs 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right. -------------------------------------------------------------------------------- /pages/applications/function_calling.pt.mdx: -------------------------------------------------------------------------------- 1 | # Function Calling with LLMs 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right. -------------------------------------------------------------------------------- /pages/applications/function_calling.tr.mdx: -------------------------------------------------------------------------------- 1 | # Function Calling with LLMs 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right. -------------------------------------------------------------------------------- /pages/applications/pf.ca.mdx: -------------------------------------------------------------------------------- 1 | # Prompt Function 2 | 3 | Needs translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right side. -------------------------------------------------------------------------------- /pages/applications/pf.es.mdx: -------------------------------------------------------------------------------- 1 | # Prompt Function 2 | 3 | Needs translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right side. -------------------------------------------------------------------------------- /pages/applications/pf.fi.mdx: -------------------------------------------------------------------------------- 1 | # Prompt Function 2 | 3 | Needs translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right side. -------------------------------------------------------------------------------- /pages/applications/pf.fr.mdx: -------------------------------------------------------------------------------- 1 | # Prompt Function 2 | 3 | Needs translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right side. -------------------------------------------------------------------------------- /pages/applications/pf.it.mdx: -------------------------------------------------------------------------------- 1 | # Prompt Function 2 | 3 | Needs translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right side. -------------------------------------------------------------------------------- /pages/applications/pf.jp.mdx: -------------------------------------------------------------------------------- 1 | # Prompt Function 2 | 3 | Needs translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right side. -------------------------------------------------------------------------------- /pages/guides/_meta.en.json: -------------------------------------------------------------------------------- 1 | { 2 | "optimizing-prompts": "Optimizing Prompts", 3 | "deep-research": "OpenAI Deep Research" 4 | } -------------------------------------------------------------------------------- /pages/introduction/_meta.ca.json: -------------------------------------------------------------------------------- 1 | { 2 | "settings": "Configuració de LLM", 3 | "basics": "Conceptes Bàsics de la Creació de Prompts", 4 | "elements": "Elements del Prompt", 5 | "tips": "Consells Generals per Dissenyar Prompts", 6 | "examples": "Exemples de Prompts" 7 | } -------------------------------------------------------------------------------- /pages/introduction/_meta.de.json: -------------------------------------------------------------------------------- 1 | { 2 | "settings": "LLM Einstellungen", 3 | "basics": "Grundlagen des Promptings", 4 | "elements": "Elemente eines Prompts", 5 | "tips": "Allgemeine Tipps für das Entwerfen von Prompts", 6 | "examples": "Beispiel für Prompts" 7 | } 8 | 9 | -------------------------------------------------------------------------------- /pages/introduction/_meta.en.json: -------------------------------------------------------------------------------- 1 | { 2 | "settings": "LLM Settings", 3 | "basics": "Basics of Prompting", 4 | "elements": "Prompt Elements", 5 | "tips": "General Tips for Designing Prompts", 6 | "examples": "Examples of Prompts" 7 | } 8 | -------------------------------------------------------------------------------- /pages/introduction/_meta.es.json: -------------------------------------------------------------------------------- 1 | { 2 | "settings": "Configuración de LLM", 3 | "basics": "Conceptos básicos de prompting", 4 | "elements": "Elementos de prompting", 5 | "tips": "Consejos generales para diseñar prompts", 6 | "examples": "Ejemplos de prompts" 7 | } 8 | -------------------------------------------------------------------------------- /pages/introduction/_meta.fi.json: -------------------------------------------------------------------------------- 1 | { 2 | "settings": "LLM-asetukset", 3 | "basics": "Kehottamisen perusteet", 4 | "elements": "Kehotteiden elementit", 5 | "tips": "Yleisiä vinkkejä kehotteiden suunnitteluun", 6 | "examples": "Esimerkkejä kehotteista" 7 | } -------------------------------------------------------------------------------- /pages/introduction/_meta.fr.json: -------------------------------------------------------------------------------- 1 | { 2 | "settings": "Paramètres LLM", 3 | "basics": "Principes de base en Prompting", 4 | "elements": "Éléments d'un prompt", 5 | "tips": "Conseils généraux pour la conception de prompts", 6 | "examples": "Exemples de prompts" 7 | } 8 | -------------------------------------------------------------------------------- /pages/introduction/_meta.it.json: -------------------------------------------------------------------------------- 1 | { 2 | "settings": "Impostazioni LLM", 3 | "basics": "I fondamentali del Prompt", 4 | "elements": "Elementi di un Prompt", 5 | "tips": "Suggerimenti generali per la progettazione di Prompt", 6 | "examples": "Esempi di Prompt" 7 | } 8 | -------------------------------------------------------------------------------- /pages/introduction/_meta.jp.json: -------------------------------------------------------------------------------- 1 | { 2 | "settings": "LLM設定", 3 | "basics": "基本的なプロンプティング", 4 | "elements": "プロンプトの要素", 5 | "tips": "プロンプトをデザインする一般的なTips", 6 | "examples": "プロンプトの例" 7 | } 8 | -------------------------------------------------------------------------------- /pages/introduction/_meta.kr.json: -------------------------------------------------------------------------------- 1 | { 2 | "settings": "LLM 설정", 3 | "basics": "프롬프트의 기초", 4 | "elements": "프롬프트의 구성 요소", 5 | "tips": "프롬프트 설계에 관한 일반적인 팁", 6 | "examples": "프롬프트 예시" 7 | } 8 | -------------------------------------------------------------------------------- /pages/introduction/_meta.pt.json: -------------------------------------------------------------------------------- 1 | { 2 | "settings": "Configurações LLM", 3 | "basics": "Básico de Prompting", 4 | "elements": "Elementos de Prompt", 5 | "tips": "Dicas Gerais para Designing de Prompts", 6 | "examples": "Exemplos de Prompts" 7 | } 8 | -------------------------------------------------------------------------------- /pages/introduction/_meta.ru.json: -------------------------------------------------------------------------------- 1 | { 2 | "settings": "Настройки LLM", 3 | "basics": "Основы промптинга", 4 | "elements": "Элементы промпта", 5 | "tips": "Общие советы по созданию промптов", 6 | "examples": "Примеры промптов" 7 | } 8 | -------------------------------------------------------------------------------- /pages/introduction/_meta.tr.json: -------------------------------------------------------------------------------- 1 | { 2 | "settings": "LLM Ayarları", 3 | "basics": "İstemlerin Temelleri", 4 | "elements": "Bir İstemin Unsurları", 5 | "tips": "İstemlerin Tasarlanması İçin Genel İpuçları", 6 | "examples": "Örnek İstemler" 7 | } 8 | -------------------------------------------------------------------------------- /pages/introduction/_meta.zh.json: -------------------------------------------------------------------------------- 1 | { 2 | "settings": "大语言模型设置", 3 | "basics": "基本概念", 4 | "elements": "提示词要素", 5 | "tips": "设计提示的通用技巧", 6 | "examples": "提示词示例" 7 | } 8 | -------------------------------------------------------------------------------- /pages/introduction/elements.jp.mdx: -------------------------------------------------------------------------------- 1 | # プロンプトの要素 2 | 3 | プロンプトエンジニアリングで可能な例やアプリケーションをカバーするにつれて、プロンプトを構成する特定の要素があることに気づくでしょう。 4 | 5 | プロンプトには、以下のいずれかのコンポーネントが含まれることがあります。 6 | 7 | **命令** - モデルに実行してほしい特定のタスクまたは命令 8 | 9 | **文脈** - 外部情報や追加の文脈が含まれる場合があり、モデルをより良い応答に導くことができます。 10 | 11 | **入力データ** - 応答を見つけたい入力または質問 12 | 13 | **出力指示子** - 出力のタイプや形式を示します。 14 | 15 | すべてのコンポーネントが必要なわけではなく、フォーマットは手元のタスクに依存します。次のガイドで具体的な例を取り上げます。 -------------------------------------------------------------------------------- /pages/introduction/elements.kr.mdx: -------------------------------------------------------------------------------- 1 | # 프롬프트의 구성 요소 2 | 3 | 프롬프트 엔지니어링을 접목한 여러 애플리케이션을 반복해서 사용하다 보면, 프롬프트에는 특정 구성 요소들이 있다는 것을 알 수 있습니다. 4 | 5 | 프롬프트에는 다음 구성 요소들이 있습니다: 6 | 7 | **지시(Instruction)** - 모델이 수행할 특정 작업 또는 지시 8 | 9 | **문맥** - 더 나은 응답을 위해 모델을 조종할 수 있는 외부 정보나 추가 문맥 10 | 11 | **입력 데이터** - 응답받고자 하는 입력이나 질문 12 | 13 | **출력 지시자** - 출력의 유형이나 형식 14 | 15 | 위의 네 가지 구성 요소가 프롬프트에 모두 필요한 것은 아니며 형식은 어떤 작업인지에 따라 달라질 수 있습니다. 이어지는 가이드에서 더 구체적인 예시를 다루겠습니다. 16 | -------------------------------------------------------------------------------- /pages/models.jp.mdx: -------------------------------------------------------------------------------- 1 | # モデル 2 | 3 | import { Callout } from 'nextra-theme-docs' 4 | import ContentFileNames from 'components/ContentFileNames' 5 | 6 | 7 | このセクションでは、最近の言語モデルを取り上げ、それらがどのように最新かつ最も高度なプロンプト工学技術をうまく適用しているかを説明します。さらに、これらの言語モデルの能力を、様々なタスクやプロンプトの設定、例えばfew-shotプロンプト、zero-shotプロンプト、chain-of-thoughtプロンプトについて説明します。これらの機能を理解することは、これらのモデルの限界を理解し、効果的に使用する方法として重要です。 8 | 9 | -------------------------------------------------------------------------------- /pages/models.kr.mdx: -------------------------------------------------------------------------------- 1 | # Models 2 | 3 | import { Callout } from 'nextra-theme-docs' 4 | import ContentFileNames from 'components/ContentFileNames' 5 | 6 | 7 | 이 장에서는 몇 가지 최신 언어 모델과 이 모델들이 최신의 첨단 프롬프트 엔지니어링 기법을 효과적으로 적용하는 방법을 다룹니다. 또한 few-shot prompting, zero-shot prompting, and chain-of-thought prompting과 같은 다양한 작업 및 프롬프트 설정에 대한 이러한 모델의 기능에 대해서도 다룹니다. 이러한 기능을 이해하는 것은 모델들의 한계를 이해하고 효과적으로 사용하는데 중요합니다. 8 | 9 | 10 | -------------------------------------------------------------------------------- /pages/models.zh.mdx: -------------------------------------------------------------------------------- 1 | # 模型 2 | 3 | import { Callout } from 'nextra-theme-docs' 4 | import ContentFileNames from 'components/ContentFileNames' 5 | 6 | 7 | 在本节中，我们将介绍一些最近的语言模型以及它们如何成功地应用最新和最先进的提示工程技术。此外，我们还将介绍这些模型在各种任务和提示设置（如少样本提示、零样本提示和思维链提示）中的能力。了解这些能力对于理解这些模型的局限性以及如何有效地使用它们非常重要。 8 | 9 | -------------------------------------------------------------------------------- /pages/models/_meta.ca.json: -------------------------------------------------------------------------------- 1 | { 2 | "flan": "Flan", 3 | "chatgpt": "ChatGPT", 4 | "llama": "LLaMA", 5 | "gpt-4": "GPT-4", 6 | "mistral-7b": "Mistral 7B", 7 | "gemini": "Gemini", 8 | "gemini-advanced": "Gemini Advanced", 9 | "gemini-pro": "Gemini 1.5 Pro", 10 | "phi-2": "Phi-2", 11 | "mixtral": "Mixtral", 12 | "code-llama": "Code Llama", 13 | "olmo": "OLMo", 14 | "sora": "Sora", 15 | "collection": "Col·lecció de Models" 16 | } -------------------------------------------------------------------------------- /pages/models/_meta.es.json: -------------------------------------------------------------------------------- 1 | { 2 | "flan": "Flan", 3 | "chatgpt": "ChatGPT", 4 | "llama": "LLaMA", 5 | "gpt-4": "GPT-4", 6 | "mistral-7b": "Mistral 7B", 7 | "gemini": "Gemini", 8 | "gemini-advanced": "Gemini Advanced", 9 | "gemini-pro": "Gemini 1.5 Pro", 10 | "phi-2": "Phi-2", 11 | "mixtral": "Mixtral", 12 | "code-llama": "Code Llama", 13 | "olmo": "OLMo", 14 | "sora": "Sora", 15 | "collection": "Listado de LLMs" 16 | } 17 | -------------------------------------------------------------------------------- /pages/models/_meta.fi.json: -------------------------------------------------------------------------------- 1 | { 2 | "flan": "Flan", 3 | "chatgpt": "ChatGPT", 4 | "llama": "LLaMA", 5 | "gpt-4": "GPT-4", 6 | "mistral-7b": "Mistral 7B", 7 | "gemini": "Gemini", 8 | "gemini-advanced": "Gemini Advanced", 9 | "gemini-pro": "Gemini 1.5 Pro", 10 | "phi-2": "Phi-2", 11 | "mixtral": "Mixtral", 12 | "code-llama": "Code Llama", 13 | "olmo": "OLMo", 14 | "sora": "Sora", 15 | "collection": "Model Collection" 16 | } 17 | -------------------------------------------------------------------------------- /pages/models/_meta.fr.json: -------------------------------------------------------------------------------- 1 | { 2 | "flan": "Flan", 3 | "chatgpt": "ChatGPT", 4 | "llama": "LLaMA", 5 | "gpt-4": "GPT-4", 6 | "mistral-7b": "Mistral 7B", 7 | "gemini": "Gemini", 8 | "gemini-advanced": "Gemini Advanced", 9 | "gemini-pro": "Gemini 1.5 Pro", 10 | "phi-2": "Phi-2", 11 | "mixtral": "Mixtral", 12 | "code-llama": "Code Llama", 13 | "olmo": "OLMo", 14 | "sora": "Sora", 15 | "collection": "Collection de modèles" 16 | } 17 | -------------------------------------------------------------------------------- /pages/models/_meta.it.json: -------------------------------------------------------------------------------- 1 | { 2 | "flan": "Flan", 3 | "chatgpt": "ChatGPT", 4 | "llama": "LLaMA", 5 | "gpt-4": "GPT-4", 6 | "mistral-7b": "Mistral 7B", 7 | "gemini": "Gemini", 8 | "gemini-advanced": "Gemini Advanced", 9 | "gemini-pro": "Gemini 1.5 Pro", 10 | "phi-2": "Phi-2", 11 | "mixtral": "Mixtral", 12 | "code-llama": "Code Llama", 13 | "olmo": "OLMo", 14 | "sora": "Sora", 15 | "collection": "Collezione di Modelli" 16 | } 17 | 18 | -------------------------------------------------------------------------------- /pages/models/_meta.jp.json: -------------------------------------------------------------------------------- 1 | { 2 | "flan": "Flan", 3 | "chatgpt": "ChatGPT", 4 | "llama": "LLaMA", 5 | "gpt-4": "GPT-4", 6 | "mistral-7b": "Mistral 7B", 7 | "gemini": "Gemini", 8 | "gemini-advanced": "Gemini Advanced", 9 | "gemini-pro": "Gemini 1.5 Pro", 10 | "phi-2": "Phi-2", 11 | "mixtral": "Mixtral", 12 | "code-llama": "Code Llama", 13 | "olmo": "OLMo", 14 | "sora": "Sora", 15 | "collection": "Model Collection" 16 | } 17 | -------------------------------------------------------------------------------- /pages/models/_meta.kr.json: -------------------------------------------------------------------------------- 1 | { 2 | "flan": "Flan", 3 | "chatgpt": "ChatGPT", 4 | "llama": "LLaMA", 5 | "gpt-4": "GPT-4", 6 | "mistral-7b": "Mistral 7B", 7 | "gemini": "Gemini", 8 | "gemini-advanced": "Gemini Advanced", 9 | "gemini-pro": "Gemini 1.5 Pro", 10 | "phi-2": "Phi-2", 11 | "mixtral": "Mixtral", 12 | "code-llama": "Code Llama", 13 | "olmo": "OLMo", 14 | "sora": "Sora", 15 | "collection": "Model Collection" 16 | } 17 | -------------------------------------------------------------------------------- /pages/models/_meta.pt.json: -------------------------------------------------------------------------------- 1 | { 2 | "flan": "Flan", 3 | "chatgpt": "ChatGPT", 4 | "llama": "LLaMA", 5 | "gpt-4": "GPT-4", 6 | "mistral-7b": "Mistral 7B", 7 | "gemini": "Gemini", 8 | "gemini-advanced": "Gemini Advanced", 9 | "gemini-pro": "Gemini 1.5 Pro", 10 | "phi-2": "Phi-2", 11 | "mixtral": "Mixtral", 12 | "code-llama": "Code Llama", 13 | "olmo": "OLMo", 14 | "sora": "Sora", 15 | "collection": "Model Collection" 16 | } 17 | -------------------------------------------------------------------------------- /pages/models/_meta.ru.json: -------------------------------------------------------------------------------- 1 | { 2 | "flan": "Flan", 3 | "chatgpt": "ChatGPT", 4 | "llama": "LLaMA", 5 | "gpt-4": "GPT-4", 6 | "mistral-7b": "Mistral 7B", 7 | "gemini": "Gemini", 8 | "gemini-advanced": "Gemini Advanced", 9 | "gemini-pro": "Gemini 1.5 Pro", 10 | "phi-2": "Phi-2", 11 | "mixtral": "Mixtral", 12 | "code-llama": "Code Llama", 13 | "olmo": "OLMo", 14 | "sora": "Sora", 15 | "collection": "Коллекция LLM" 16 | } 17 | -------------------------------------------------------------------------------- /pages/models/_meta.tr.json: -------------------------------------------------------------------------------- 1 | { 2 | "flan": "Flan", 3 | "chatgpt": "ChatGPT", 4 | "llama": "LLaMA", 5 | "gpt-4": "GPT-4", 6 | "mistral-7b": "Mistral 7B", 7 | "gemini": "Gemini", 8 | "gemini-advanced": "Gemini Advanced", 9 | "gemini-pro": "Gemini 1.5 Pro", 10 | "phi-2": "Phi-2", 11 | "mixtral": "Mixtral", 12 | "code-llama": "Code Llama", 13 | "olmo": "OLMo", 14 | "sora": "Sora", 15 | "collection": "LLM Koleksiyonu" 16 | } 17 | -------------------------------------------------------------------------------- /pages/models/_meta.zh.json: -------------------------------------------------------------------------------- 1 | { 2 | "flan": "Flan", 3 | "chatgpt": "ChatGPT", 4 | "llama": "LLaMA", 5 | "gpt-4": "GPT-4", 6 | "mistral-7b": "Mistral 7B", 7 | "gemini": "Gemini", 8 | "gemini-advanced": "Gemini Advanced", 9 | "gemini-pro": "Gemini 1.5 Pro", 10 | "phi-2": "Phi-2", 11 | "mixtral": "Mixtral", 12 | "code-llama": "Code Llama", 13 | "olmo": "OLMo", 14 | "sora": "Sora", 15 | "collection": "Model Collection" 16 | } 17 | 18 | -------------------------------------------------------------------------------- /pages/models/code-llama.ca.mdx: -------------------------------------------------------------------------------- 1 | # Prompting Guide for Code Llama 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right side. -------------------------------------------------------------------------------- /pages/models/code-llama.es.mdx: -------------------------------------------------------------------------------- 1 | # Prompting Guide for Code Llama 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right side. -------------------------------------------------------------------------------- /pages/models/code-llama.fi.mdx: -------------------------------------------------------------------------------- 1 | # Prompting Guide for Code Llama 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right side. -------------------------------------------------------------------------------- /pages/models/code-llama.fr.mdx: -------------------------------------------------------------------------------- 1 | # Prompting Guide for Code Llama 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right side. -------------------------------------------------------------------------------- /pages/models/code-llama.it.mdx: -------------------------------------------------------------------------------- 1 | # Prompting Guide for Code Llama 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right side. -------------------------------------------------------------------------------- /pages/models/code-llama.kr.mdx: -------------------------------------------------------------------------------- 1 | # Prompting Guide for Code Llama 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right side. -------------------------------------------------------------------------------- /pages/models/code-llama.pt.mdx: -------------------------------------------------------------------------------- 1 | # Prompting Guide for Code Llama 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right side. -------------------------------------------------------------------------------- /pages/models/code-llama.ru.mdx: -------------------------------------------------------------------------------- 1 | # Prompting Guide for Code Llama 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right side. -------------------------------------------------------------------------------- /pages/models/code-llama.tr.mdx: -------------------------------------------------------------------------------- 1 | # Prompting Guide for Code Llama 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right side. -------------------------------------------------------------------------------- /pages/models/code-llama.zh.mdx: -------------------------------------------------------------------------------- 1 | # Prompting Guide for Code Llama 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right side. -------------------------------------------------------------------------------- /pages/models/gemini-advanced.ca.mdx: -------------------------------------------------------------------------------- 1 | # Gemini Advanced 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right side. -------------------------------------------------------------------------------- /pages/models/gemini-advanced.es.mdx: -------------------------------------------------------------------------------- 1 | # Gemini Advanced 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right side. -------------------------------------------------------------------------------- /pages/models/gemini-advanced.fi.mdx: -------------------------------------------------------------------------------- 1 | # Gemini Advanced 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right side. -------------------------------------------------------------------------------- /pages/models/gemini-advanced.fr.mdx: -------------------------------------------------------------------------------- 1 | # Gemini Advanced 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right side. -------------------------------------------------------------------------------- /pages/models/gemini-advanced.it.mdx: -------------------------------------------------------------------------------- 1 | # Gemini Advanced 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right side. -------------------------------------------------------------------------------- /pages/models/gemini-advanced.jp.mdx: -------------------------------------------------------------------------------- 1 | # Gemini Advanced 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right side. -------------------------------------------------------------------------------- /pages/models/gemini-advanced.kr.mdx: -------------------------------------------------------------------------------- 1 | # Gemini Advanced 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right side. -------------------------------------------------------------------------------- /pages/models/gemini-advanced.pt.mdx: -------------------------------------------------------------------------------- 1 | # Gemini Advanced 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right side. -------------------------------------------------------------------------------- /pages/models/gemini-advanced.ru.mdx: -------------------------------------------------------------------------------- 1 | # Gemini Advanced 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right side. -------------------------------------------------------------------------------- /pages/models/gemini-advanced.tr.mdx: -------------------------------------------------------------------------------- 1 | # Gemini Advanced 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right side. -------------------------------------------------------------------------------- /pages/models/gemini-advanced.zh.mdx: -------------------------------------------------------------------------------- 1 | # Gemini Advanced 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right side. -------------------------------------------------------------------------------- /pages/models/gemini-pro.ca.mdx: -------------------------------------------------------------------------------- 1 | # Gemini 1.5 Pro 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right side. -------------------------------------------------------------------------------- /pages/models/gemini-pro.es.mdx: -------------------------------------------------------------------------------- 1 | # Gemini 1.5 Pro 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right side. -------------------------------------------------------------------------------- /pages/models/gemini-pro.fi.mdx: -------------------------------------------------------------------------------- 1 | # Gemini 1.5 Pro 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right side. -------------------------------------------------------------------------------- /pages/models/gemini-pro.fr.mdx: -------------------------------------------------------------------------------- 1 | # Gemini 1.5 Pro 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right side. -------------------------------------------------------------------------------- /pages/models/gemini-pro.it.mdx: -------------------------------------------------------------------------------- 1 | # Gemini 1.5 Pro 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right side. -------------------------------------------------------------------------------- /pages/models/gemini-pro.jp.mdx: -------------------------------------------------------------------------------- 1 | # Gemini 1.5 Pro 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right side. -------------------------------------------------------------------------------- /pages/models/gemini-pro.kr.mdx: -------------------------------------------------------------------------------- 1 | # Gemini 1.5 Pro 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right side. -------------------------------------------------------------------------------- /pages/models/gemini-pro.pt.mdx: -------------------------------------------------------------------------------- 1 | # Gemini 1.5 Pro 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right side. -------------------------------------------------------------------------------- /pages/models/gemini-pro.ru.mdx: -------------------------------------------------------------------------------- 1 | # Gemini 1.5 Pro 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right side. -------------------------------------------------------------------------------- /pages/models/gemini-pro.tr.mdx: -------------------------------------------------------------------------------- 1 | # Gemini 1.5 Pro 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right side. -------------------------------------------------------------------------------- /pages/models/gemini-pro.zh.mdx: -------------------------------------------------------------------------------- 1 | # Gemini 1.5 Pro 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right side. -------------------------------------------------------------------------------- /pages/models/gemini.ca.mdx: -------------------------------------------------------------------------------- 1 | # Gemini Prompting Guide 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right side. -------------------------------------------------------------------------------- /pages/models/gemini.es.mdx: -------------------------------------------------------------------------------- 1 | # Gemini Prompting Guide 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right side. -------------------------------------------------------------------------------- /pages/models/gemini.fi.mdx: -------------------------------------------------------------------------------- 1 | # Gemini Prompting Guide 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right side. -------------------------------------------------------------------------------- /pages/models/gemini.fr.mdx: -------------------------------------------------------------------------------- 1 | # Gemini Prompting Guide 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right side. -------------------------------------------------------------------------------- /pages/models/gemini.it.mdx: -------------------------------------------------------------------------------- 1 | # Gemini Prompting Guide 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right side. -------------------------------------------------------------------------------- /pages/models/gemini.jp.mdx: -------------------------------------------------------------------------------- 1 | # Gemini Prompting Guide 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right side. -------------------------------------------------------------------------------- /pages/models/gemini.kr.mdx: -------------------------------------------------------------------------------- 1 | # Gemini Prompting Guide 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right side. -------------------------------------------------------------------------------- /pages/models/gemini.pt.mdx: -------------------------------------------------------------------------------- 1 | # Gemini Prompting Guide 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right side. -------------------------------------------------------------------------------- /pages/models/gemini.ru.mdx: -------------------------------------------------------------------------------- 1 | # Gemini Prompting Guide 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right side. -------------------------------------------------------------------------------- /pages/models/gemini.tr.mdx: -------------------------------------------------------------------------------- 1 | # Gemini Prompting Guide 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right side. -------------------------------------------------------------------------------- /pages/models/mistral-7b.ca.mdx: -------------------------------------------------------------------------------- 1 | # Mistral 7B LLM 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right side. -------------------------------------------------------------------------------- /pages/models/mistral-7b.es.mdx: -------------------------------------------------------------------------------- 1 | # Mistral 7B LLM 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right side. -------------------------------------------------------------------------------- /pages/models/mistral-7b.fi.mdx: -------------------------------------------------------------------------------- 1 | # Mistral 7B LLM 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right side. -------------------------------------------------------------------------------- /pages/models/mistral-7b.fr.mdx: -------------------------------------------------------------------------------- 1 | # Mistral 7B LLM 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right side. -------------------------------------------------------------------------------- /pages/models/mistral-7b.it.mdx: -------------------------------------------------------------------------------- 1 | # Mistral 7B LLM 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right side. -------------------------------------------------------------------------------- /pages/models/mistral-7b.jp.mdx: -------------------------------------------------------------------------------- 1 | # Mistral 7B LLM 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right side. -------------------------------------------------------------------------------- /pages/models/mistral-7b.kr.mdx: -------------------------------------------------------------------------------- 1 | # Mistral 7B LLM 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right side. -------------------------------------------------------------------------------- /pages/models/mistral-7b.pt.mdx: -------------------------------------------------------------------------------- 1 | # Mistral 7B LLM 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right side. -------------------------------------------------------------------------------- /pages/models/mistral-7b.tr.mdx: -------------------------------------------------------------------------------- 1 | # Mistral 7B LLM 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right side. -------------------------------------------------------------------------------- /pages/models/mistral-7b.zh.mdx: -------------------------------------------------------------------------------- 1 | # Mistral 7B LLM 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right side. -------------------------------------------------------------------------------- /pages/models/mixtral.ca.mdx: -------------------------------------------------------------------------------- 1 | # Mixtral 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right side. -------------------------------------------------------------------------------- /pages/models/mixtral.es.mdx: -------------------------------------------------------------------------------- 1 | # Mixtral 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right side. -------------------------------------------------------------------------------- /pages/models/mixtral.fi.mdx: -------------------------------------------------------------------------------- 1 | # Mixtral 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right side. -------------------------------------------------------------------------------- /pages/models/mixtral.fr.mdx: -------------------------------------------------------------------------------- 1 | # Mixtral 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right side. -------------------------------------------------------------------------------- /pages/models/mixtral.it.mdx: -------------------------------------------------------------------------------- 1 | # Mixtral 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right side. -------------------------------------------------------------------------------- /pages/models/mixtral.jp.mdx: -------------------------------------------------------------------------------- 1 | # Mixtral 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right side. -------------------------------------------------------------------------------- /pages/models/mixtral.kr.mdx: -------------------------------------------------------------------------------- 1 | # Mixtral 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right side. -------------------------------------------------------------------------------- /pages/models/mixtral.pt.mdx: -------------------------------------------------------------------------------- 1 | # Mixtral 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right side. -------------------------------------------------------------------------------- /pages/models/mixtral.tr.mdx: -------------------------------------------------------------------------------- 1 | # Mixtral 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right side. -------------------------------------------------------------------------------- /pages/models/mixtral.zh.mdx: -------------------------------------------------------------------------------- 1 | # Mixtral 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right side. -------------------------------------------------------------------------------- /pages/models/olmo.ca.mdx: -------------------------------------------------------------------------------- 1 | # OLMo 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right side. -------------------------------------------------------------------------------- /pages/models/olmo.es.mdx: -------------------------------------------------------------------------------- 1 | # OLMo 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right side. -------------------------------------------------------------------------------- /pages/models/olmo.fi.mdx: -------------------------------------------------------------------------------- 1 | # OLMo 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right side. -------------------------------------------------------------------------------- /pages/models/olmo.fr.mdx: -------------------------------------------------------------------------------- 1 | # OLMo 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right side. -------------------------------------------------------------------------------- /pages/models/olmo.it.mdx: -------------------------------------------------------------------------------- 1 | # OLMo 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right side. -------------------------------------------------------------------------------- /pages/models/olmo.jp.mdx: -------------------------------------------------------------------------------- 1 | # OLMo 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right side. -------------------------------------------------------------------------------- /pages/models/olmo.kr.mdx: -------------------------------------------------------------------------------- 1 | # OLMo 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right side. -------------------------------------------------------------------------------- /pages/models/olmo.pt.mdx: -------------------------------------------------------------------------------- 1 | # OLMo 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right side. -------------------------------------------------------------------------------- /pages/models/olmo.ru.mdx: -------------------------------------------------------------------------------- 1 | # OLMo 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right side. -------------------------------------------------------------------------------- /pages/models/olmo.tr.mdx: -------------------------------------------------------------------------------- 1 | # OLMo 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right side. -------------------------------------------------------------------------------- /pages/models/olmo.zh.mdx: -------------------------------------------------------------------------------- 1 | # OLMo 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right side. -------------------------------------------------------------------------------- /pages/models/phi-2.ca.mdx: -------------------------------------------------------------------------------- 1 | # Phi-2 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right side. -------------------------------------------------------------------------------- /pages/models/phi-2.es.mdx: -------------------------------------------------------------------------------- 1 | # Phi-2 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right side. -------------------------------------------------------------------------------- /pages/models/phi-2.fi.mdx: -------------------------------------------------------------------------------- 1 | # Phi-2 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right side. -------------------------------------------------------------------------------- /pages/models/phi-2.fr.mdx: -------------------------------------------------------------------------------- 1 | # Phi-2 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right side. -------------------------------------------------------------------------------- /pages/models/phi-2.it.mdx: -------------------------------------------------------------------------------- 1 | # Phi-2 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right side. -------------------------------------------------------------------------------- /pages/models/phi-2.jp.mdx: -------------------------------------------------------------------------------- 1 | # Phi-2 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right side. -------------------------------------------------------------------------------- /pages/models/phi-2.kr.mdx: -------------------------------------------------------------------------------- 1 | # Phi-2 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right side. -------------------------------------------------------------------------------- /pages/models/phi-2.pt.mdx: -------------------------------------------------------------------------------- 1 | # Phi-2 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right side. -------------------------------------------------------------------------------- /pages/models/phi-2.ru.mdx: -------------------------------------------------------------------------------- 1 | # Phi-2 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right side. -------------------------------------------------------------------------------- /pages/models/phi-2.tr.mdx: -------------------------------------------------------------------------------- 1 | # Phi-2 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right side. -------------------------------------------------------------------------------- /pages/models/sora.ca.mdx: -------------------------------------------------------------------------------- 1 | # Sora 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right side. -------------------------------------------------------------------------------- /pages/models/sora.es.mdx: -------------------------------------------------------------------------------- 1 | # Sora 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right side. -------------------------------------------------------------------------------- /pages/models/sora.fi.mdx: -------------------------------------------------------------------------------- 1 | # Sora 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right side. -------------------------------------------------------------------------------- /pages/models/sora.fr.mdx: -------------------------------------------------------------------------------- 1 | # Sora 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right side. -------------------------------------------------------------------------------- /pages/models/sora.it.mdx: -------------------------------------------------------------------------------- 1 | # Sora 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right side. -------------------------------------------------------------------------------- /pages/models/sora.kr.mdx: -------------------------------------------------------------------------------- 1 | # Sora 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right side. -------------------------------------------------------------------------------- /pages/models/sora.pt.mdx: -------------------------------------------------------------------------------- 1 | # Sora 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right side. -------------------------------------------------------------------------------- /pages/models/sora.ru.mdx: -------------------------------------------------------------------------------- 1 | # Sora 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right side. -------------------------------------------------------------------------------- /pages/models/sora.tr.mdx: -------------------------------------------------------------------------------- 1 | # Sora 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right side. -------------------------------------------------------------------------------- /pages/models/sora.zh.mdx: -------------------------------------------------------------------------------- 1 | # Sora 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right side. -------------------------------------------------------------------------------- /pages/prompts.ca.mdx: -------------------------------------------------------------------------------- 1 | # Prompt Hub 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right. -------------------------------------------------------------------------------- /pages/prompts.de.mdx: -------------------------------------------------------------------------------- 1 | # Prompt Hub 2 | 3 | import PromptFiles from 'components/PromptFiles'; 4 | 5 | Der Prompt Hub ist eine Sammlung von Prompts, die nützlich sind, um die Fähigkeiten von LLMs in Bezug auf eine Vielzahl von grundlegenden Fähigkeiten und komplexen Aufgaben zu testen. Wir hoffen, dass der Prompt Hub Ihnen interessante Möglichkeiten aufzeigt, LLMs zu nutzen, und mit ihnen zu experimentieren und zu entwickeln. Wir ermutigen und begrüßen Beiträge aus der KI-Forschungs- und Entwicklergemeinschaft. 6 | 7 | 8 | -------------------------------------------------------------------------------- /pages/prompts.en.mdx: -------------------------------------------------------------------------------- 1 | # Prompt Hub 2 | 3 | import PromptFiles from 'components/PromptFiles' 4 | 5 | The Prompt Hub is a collection of prompts that are useful to test the capabilities of LLMs on a variety of fundamental capabilities and complex tasks. We hope the Prompt Hub helps you discover interesting ways to leverage, experiment, and build with LLMs. We encourage and welcome contributions from the AI research and developer community. 6 | 7 | 8 | -------------------------------------------------------------------------------- /pages/prompts.es.mdx: -------------------------------------------------------------------------------- 1 | # Prompt Hub 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right. -------------------------------------------------------------------------------- /pages/prompts.fi.mdx: -------------------------------------------------------------------------------- 1 | # Prompt Hub 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right. -------------------------------------------------------------------------------- /pages/prompts.fr.mdx: -------------------------------------------------------------------------------- 1 | # Prompt Hub 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right. -------------------------------------------------------------------------------- /pages/prompts.it.mdx: -------------------------------------------------------------------------------- 1 | # Prompt Hub 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right. -------------------------------------------------------------------------------- /pages/prompts.jp.mdx: -------------------------------------------------------------------------------- 1 | # Prompt Hub 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right. -------------------------------------------------------------------------------- /pages/prompts.kr.mdx: -------------------------------------------------------------------------------- 1 | # Prompt Hub 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right. -------------------------------------------------------------------------------- /pages/prompts.pt.mdx: -------------------------------------------------------------------------------- 1 | # Prompt Hub 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right. -------------------------------------------------------------------------------- /pages/prompts.ru.mdx: -------------------------------------------------------------------------------- 1 | # Prompt Hub 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right. -------------------------------------------------------------------------------- /pages/prompts.tr.mdx: -------------------------------------------------------------------------------- 1 | # Prompt Hub 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right. -------------------------------------------------------------------------------- /pages/prompts.zh.mdx: -------------------------------------------------------------------------------- 1 | # Prompt Hub 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right. -------------------------------------------------------------------------------- /pages/prompts/_meta.ca.json: -------------------------------------------------------------------------------- 1 | { 2 | "classification": "Classification", 3 | "coding": "Coding", 4 | "creativity": "Creativity", 5 | "evaluation": "Evaluation", 6 | "information-extraction": "Information Extraction", 7 | "image-generation": "Image Generation", 8 | "mathematics": "Mathematics", 9 | "question-answering": "Question Answering", 10 | "reasoning": "Reasoning", 11 | "text-summarization": "Text Summarization", 12 | "truthfulness": "Truthfulness", 13 | "adversarial-prompting": "Adversarial Prompting" 14 | } 15 | -------------------------------------------------------------------------------- /pages/prompts/_meta.de.json: -------------------------------------------------------------------------------- 1 | { 2 | "classification": "Klassifizierung", 3 | "coding": "Coding", 4 | "creativity": "Kreativität", 5 | "evaluation": "Evaluation", 6 | "information-extraction": "Informationsextraktion", 7 | "image-generation": "Bildgenerierung", 8 | "mathematics": "Mathematik ", 9 | "question-answering": "Fragebeantwortung", 10 | "reasoning": "Schlussfolgerungen", 11 | "text-summarization": "Textzusammenfassung", 12 | "truthfulness": "Wahrhaftigkeit", 13 | "adversarial-prompting": "Adversariales Prompting" 14 | } 15 | -------------------------------------------------------------------------------- /pages/prompts/_meta.en.json: -------------------------------------------------------------------------------- 1 | { 2 | "classification": "Classification", 3 | "coding": "Coding", 4 | "creativity": "Creativity", 5 | "evaluation": "Evaluation", 6 | "information-extraction": "Information Extraction", 7 | "image-generation": "Image Generation", 8 | "mathematics": "Mathematics", 9 | "question-answering": "Question Answering", 10 | "reasoning": "Reasoning", 11 | "text-summarization": "Text Summarization", 12 | "truthfulness": "Truthfulness", 13 | "adversarial-prompting": "Adversarial Prompting" 14 | } 15 | -------------------------------------------------------------------------------- /pages/prompts/_meta.es.json: -------------------------------------------------------------------------------- 1 | { 2 | "classification": "Classification", 3 | "coding": "Coding", 4 | "creativity": "Creativity", 5 | "evaluation": "Evaluation", 6 | "information-extraction": "Information Extraction", 7 | "image-generation": "Image Generation", 8 | "mathematics": "Mathematics", 9 | "question-answering": "Question Answering", 10 | "reasoning": "Reasoning", 11 | "text-summarization": "Text Summarization", 12 | "truthfulness": "Truthfulness", 13 | "adversarial-prompting": "Adversarial Prompting" 14 | } 15 | -------------------------------------------------------------------------------- /pages/prompts/_meta.fi.json: -------------------------------------------------------------------------------- 1 | { 2 | "classification": "Classification", 3 | "coding": "Coding", 4 | "creativity": "Creativity", 5 | "evaluation": "Evaluation", 6 | "information-extraction": "Information Extraction", 7 | "image-generation": "Image Generation", 8 | "mathematics": "Mathematics", 9 | "question-answering": "Question Answering", 10 | "reasoning": "Reasoning", 11 | "text-summarization": "Text Summarization", 12 | "truthfulness": "Truthfulness", 13 | "adversarial-prompting": "Adversarial Prompting" 14 | } 15 | -------------------------------------------------------------------------------- /pages/prompts/_meta.fr.json: -------------------------------------------------------------------------------- 1 | { 2 | "classification": "Classification", 3 | "coding": "Coding", 4 | "creativity": "Creativity", 5 | "evaluation": "Evaluation", 6 | "information-extraction": "Information Extraction", 7 | "image-generation": "Image Generation", 8 | "mathematics": "Mathematics", 9 | "question-answering": "Question Answering", 10 | "reasoning": "Reasoning", 11 | "text-summarization": "Text Summarization", 12 | "truthfulness": "Truthfulness", 13 | "adversarial-prompting": "Adversarial Prompting" 14 | } 15 | -------------------------------------------------------------------------------- /pages/prompts/_meta.it.json: -------------------------------------------------------------------------------- 1 | { 2 | "classification": "Classification", 3 | "coding": "Coding", 4 | "creativity": "Creativity", 5 | "evaluation": "Evaluation", 6 | "information-extraction": "Information Extraction", 7 | "image-generation": "Image Generation", 8 | "mathematics": "Mathematics", 9 | "question-answering": "Question Answering", 10 | "reasoning": "Reasoning", 11 | "text-summarization": "Text Summarization", 12 | "truthfulness": "Truthfulness", 13 | "adversarial-prompting": "Adversarial Prompting" 14 | } 15 | -------------------------------------------------------------------------------- /pages/prompts/_meta.jp.json: -------------------------------------------------------------------------------- 1 | { 2 | "classification": "Classification", 3 | "coding": "Coding", 4 | "creativity": "Creativity", 5 | "evaluation": "Evaluation", 6 | "information-extraction": "Information Extraction", 7 | "image-generation": "Image Generation", 8 | "mathematics": "Mathematics", 9 | "question-answering": "Question Answering", 10 | "reasoning": "Reasoning", 11 | "text-summarization": "Text Summarization", 12 | "truthfulness": "Truthfulness", 13 | "adversarial-prompting": "Adversarial Prompting" 14 | } 15 | -------------------------------------------------------------------------------- /pages/prompts/adversarial-prompting.de.mdx: -------------------------------------------------------------------------------- 1 | # Adversariales Prompting in LLMs 2 | 3 | import ContentFileNames from 'components/ContentFileNames'; 4 | 5 | Dieser Abschnitt enthält eine Sammlung von Prompts, die das Bewusstsein für verschiedene Schwachstellen von LLMs schärft. 6 | 7 | 8 | -------------------------------------------------------------------------------- /pages/prompts/adversarial-prompting.en.mdx: -------------------------------------------------------------------------------- 1 | # Adversarial Prompting in LLMs 2 | 3 | import ContentFileNames from 'components/ContentFileNames' 4 | 5 | This section contains a collection of prompts for that raises awareness of different LLM vulnerabilities. 6 | 7 | -------------------------------------------------------------------------------- /pages/prompts/adversarial-prompting.jp.mdx: -------------------------------------------------------------------------------- 1 | # Adversarial Prompting in LLMs 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right. -------------------------------------------------------------------------------- /pages/prompts/adversarial-prompting.zh.mdx: -------------------------------------------------------------------------------- 1 | # 大型语言模型中的对抗性提示 2 | 3 | import ContentFileNames from 'components/ContentFileNames' 4 | 5 | 本部分包含一系列提示，旨在提高对不同大型语言模型（LLM）漏洞的认识。 6 | 7 | 8 | -------------------------------------------------------------------------------- /pages/prompts/adversarial-prompting/_meta.de.json: -------------------------------------------------------------------------------- 1 | { 2 | "prompt-injection": "Prompt Injection", 3 | "prompt-leaking": "Prompt Leaking", 4 | "jailbreaking-llms": "Jailbreaking" 5 | } -------------------------------------------------------------------------------- /pages/prompts/adversarial-prompting/_meta.en.json: -------------------------------------------------------------------------------- 1 | { 2 | "prompt-injection": "Prompt Injection", 3 | "prompt-leaking": "Prompt Leaking", 4 | "jailbreaking-llms": "Jailbreaking" 5 | } -------------------------------------------------------------------------------- /pages/prompts/adversarial-prompting/_meta.zh.json: -------------------------------------------------------------------------------- 1 | { 2 | "prompt-injection": "提示词注入", 3 | "prompt-leaking": "提示词泄露", 4 | "jailbreaking-llms": "'越狱'" 5 | } 6 | -------------------------------------------------------------------------------- /pages/prompts/classification.de.mdx: -------------------------------------------------------------------------------- 1 | # LLMs für Klassifizierung 2 | 3 | import ContentFileNames from 'components/ContentFileNames'; 4 | 5 | Dieser Abschnitt enthält eine Sammlung von Prompts für den Test der Klassifizierungsfähigkeiten von LLMs. 6 | 7 | 8 | -------------------------------------------------------------------------------- /pages/prompts/classification.en.mdx: -------------------------------------------------------------------------------- 1 | # LLMs for Classification 2 | 3 | import ContentFileNames from 'components/ContentFileNames' 4 | 5 | This section contains a collection of prompts for testing the test classification capabilities of LLMs. 6 | 7 | 8 | -------------------------------------------------------------------------------- /pages/prompts/classification.jp.mdx: -------------------------------------------------------------------------------- 1 | # LLMs for Classification 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right. -------------------------------------------------------------------------------- /pages/prompts/classification.zh.mdx: -------------------------------------------------------------------------------- 1 | # 使用大型语言模型（LLMs）进行分类 2 | 3 | import ContentFileNames from 'components/ContentFileNames' 4 | 5 | 本部分包含一系列提示，用于测试大型语言模型（LLMs）的文本分类能力。 6 | 7 | 8 | 9 | -------------------------------------------------------------------------------- /pages/prompts/classification/_meta.de.json: -------------------------------------------------------------------------------- 1 | { 2 | "sentiment": "Sentimentklassifikation", 3 | "sentiment-fewshot": "Few-Shot Sentimentklassifikation" 4 | } 5 | -------------------------------------------------------------------------------- /pages/prompts/classification/_meta.en.json: -------------------------------------------------------------------------------- 1 | { 2 | "sentiment": "Sentiment Classification", 3 | "sentiment-fewshot": "Few-Shot Sentiment Classification" 4 | } -------------------------------------------------------------------------------- /pages/prompts/classification/_meta.zh.json: -------------------------------------------------------------------------------- 1 | { 2 | "sentiment": "情感分类", 3 | "sentiment-fewshot": "小样本情感分类" 4 | } 5 | -------------------------------------------------------------------------------- /pages/prompts/coding.de.mdx: -------------------------------------------------------------------------------- 1 | # LLMs für die Codegenerierung 2 | 3 | import ContentFileNames from 'components/ContentFileNames'; 4 | 5 | Dieser Abschnitt enthält eine Sammlung von Prompts zum Testen der Codegenerierungsfähigkeiten von LLMs. 6 | 7 | 8 | -------------------------------------------------------------------------------- /pages/prompts/coding.en.mdx: -------------------------------------------------------------------------------- 1 | # LLMs for Code Generation 2 | 3 | import ContentFileNames from 'components/ContentFileNames' 4 | 5 | This section contains a collection of prompts for testing the code generation capabilities of LLMs. 6 | 7 | 8 | 9 | 10 | -------------------------------------------------------------------------------- /pages/prompts/coding.jp.mdx: -------------------------------------------------------------------------------- 1 | # LLMs for Code Generation 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right. -------------------------------------------------------------------------------- /pages/prompts/coding.zh.mdx: -------------------------------------------------------------------------------- 1 | # LLMs for Code Generation 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right. -------------------------------------------------------------------------------- /pages/prompts/coding/_meta.de.json: -------------------------------------------------------------------------------- 1 | { 2 | "code-snippet": "Code-Snippets generieren", 3 | "mysql-query": "Erzeugen von MySQL-Queries", 4 | "tikz": "TiKZ-Diagramm zeichnen" 5 | } 6 | -------------------------------------------------------------------------------- /pages/prompts/coding/_meta.en.json: -------------------------------------------------------------------------------- 1 | { 2 | "code-snippet": "Generate Code Snippet", 3 | "mysql-query": "Generate MySQL Query", 4 | "tikz": "Draw TiKZ Diagram" 5 | } 6 | -------------------------------------------------------------------------------- /pages/prompts/creativity.de.mdx: -------------------------------------------------------------------------------- 1 | # LLMs für Kreativität 2 | 3 | import ContentFileNames from 'components/ContentFileNames'; 4 | 5 | In diesem Abschnitt finden Sie eine Sammlung von Prompts zum Testen der Kreativitätsfähigkeiten von LLMs. 6 | 7 | 8 | -------------------------------------------------------------------------------- /pages/prompts/creativity.en.mdx: -------------------------------------------------------------------------------- 1 | # LLMs for Creativity 2 | 3 | import ContentFileNames from 'components/ContentFileNames' 4 | 5 | This section contains a collection of prompts for testing the creativity capabilities of LLMs. 6 | 7 | 8 | -------------------------------------------------------------------------------- /pages/prompts/creativity.jp.mdx: -------------------------------------------------------------------------------- 1 | # LLMs for Creativity 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right. -------------------------------------------------------------------------------- /pages/prompts/creativity.zh.mdx: -------------------------------------------------------------------------------- 1 | # LLMs for Creativity 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right. -------------------------------------------------------------------------------- /pages/prompts/creativity/_meta.de.json: -------------------------------------------------------------------------------- 1 | { 2 | "rhymes": "Reime", 3 | "infinite-primes": "Unendlichkeit der Primzahlen", 4 | "interdisciplinary": "Interdisziplinäre Aufgaben", 5 | "new-words": "Erfindung neuer Wörter" 6 | } 7 | -------------------------------------------------------------------------------- /pages/prompts/creativity/_meta.en.json: -------------------------------------------------------------------------------- 1 | { 2 | "rhymes": "Rhymes", 3 | "infinite-primes": "Infinite Primes", 4 | "interdisciplinary": "Interdisciplinary", 5 | "new-words": "Inventing New Words" 6 | } 7 | -------------------------------------------------------------------------------- /pages/prompts/evaluation.de.mdx: -------------------------------------------------------------------------------- 1 | # LLM Evaluation 2 | 3 | import ContentFileNames from 'components/ContentFileNames'; 4 | 5 | Dieser Abschnitt enthält eine Sammlung von Prompts, um die Fähigkeiten von LLMs zu testen, die zur Evaluation verwendet werden, welche das Nutzen der LLMs selbst als Beurteiler beinhaltet. 6 | 7 | 8 | -------------------------------------------------------------------------------- /pages/prompts/evaluation.en.mdx: -------------------------------------------------------------------------------- 1 | # LLM Evaluation 2 | 3 | import ContentFileNames from 'components/ContentFileNames' 4 | 5 | This section contains a collection of prompts for testing the capabilities of LLMs to be used for evaluation which involves using the LLMs themselves as a judge. 6 | 7 | 8 | -------------------------------------------------------------------------------- /pages/prompts/evaluation.jp.mdx: -------------------------------------------------------------------------------- 1 | # LLM Evaluation 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right. -------------------------------------------------------------------------------- /pages/prompts/evaluation.zh.mdx: -------------------------------------------------------------------------------- 1 | # LLM Evaluation 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right. -------------------------------------------------------------------------------- /pages/prompts/evaluation/_meta.de.json: -------------------------------------------------------------------------------- 1 | { 2 | "plato-dialogue": "Platons Dialog bewerten" 3 | } 4 | -------------------------------------------------------------------------------- /pages/prompts/evaluation/_meta.en.json: -------------------------------------------------------------------------------- 1 | { 2 | "plato-dialogue": "Evaluate Plato's Dialogue" 3 | } -------------------------------------------------------------------------------- /pages/prompts/image-generation.de.mdx: -------------------------------------------------------------------------------- 1 | # Bildgenerierung 2 | 3 | import ContentFileNames from 'components/ContentFileNames'; 4 | 5 | Dieser Abschnitt enthält eine Sammlung von Prompts zum Erkunden der Fähigkeiten von LLMs und multimodalen Modellen. 6 | 7 | 8 | -------------------------------------------------------------------------------- /pages/prompts/image-generation.en.mdx: -------------------------------------------------------------------------------- 1 | # Image Generation 2 | 3 | import ContentFileNames from 'components/ContentFileNames' 4 | 5 | This section contains a collection of prompts for exploring the capabilities of LLMs and multimodal models. 6 | 7 | 8 | -------------------------------------------------------------------------------- /pages/prompts/image-generation.jp.mdx: -------------------------------------------------------------------------------- 1 | # Image Generation 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right. -------------------------------------------------------------------------------- /pages/prompts/image-generation.zh.mdx: -------------------------------------------------------------------------------- 1 | # Image Generation 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right. -------------------------------------------------------------------------------- /pages/prompts/image-generation/_meta.de.json: -------------------------------------------------------------------------------- 1 | { 2 | "alphabet-person": "Eine Person mit Alphabet-Buchstaben zeichnen" 3 | } 4 | -------------------------------------------------------------------------------- /pages/prompts/image-generation/_meta.en.json: -------------------------------------------------------------------------------- 1 | { 2 | "alphabet-person": "Draw a Person Using Alphabet" 3 | } -------------------------------------------------------------------------------- /pages/prompts/information-extraction.de.mdx: -------------------------------------------------------------------------------- 1 | # Informationsextraktion mit LLMs 2 | 3 | import ContentFileNames from 'components/ContentFileNames'; 4 | 5 | Dieser Abschnitt enthält eine Sammlung von Prompts zur Erforschung der Fähigkeiten von LLMs zur Informationsextraktion. 6 | 7 | 11 | -------------------------------------------------------------------------------- /pages/prompts/information-extraction.en.mdx: -------------------------------------------------------------------------------- 1 | # Information Extraction with LLMs 2 | 3 | import ContentFileNames from 'components/ContentFileNames' 4 | 5 | This section contains a collection of prompts for exploring information extraction capabilities of LLMs. 6 | 7 | 8 | -------------------------------------------------------------------------------- /pages/prompts/information-extraction.jp.mdx: -------------------------------------------------------------------------------- 1 | # Information Extraction with LLMs 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right. -------------------------------------------------------------------------------- /pages/prompts/information-extraction.zh.mdx: -------------------------------------------------------------------------------- 1 | # Information Extraction with LLMs 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right. -------------------------------------------------------------------------------- /pages/prompts/information-extraction/_meta.de.json: -------------------------------------------------------------------------------- 1 | { 2 | "extract-models": "Modellnamen extrahieren" 3 | } 4 | -------------------------------------------------------------------------------- /pages/prompts/information-extraction/_meta.en.json: -------------------------------------------------------------------------------- 1 | { 2 | "extract-models": "Extract Model Names" 3 | } -------------------------------------------------------------------------------- /pages/prompts/mathematics.de.mdx: -------------------------------------------------------------------------------- 1 | # Mathematisches Verständnis mit LLMs 2 | 3 | import ContentFileNames from 'components/ContentFileNames'; 4 | 5 | Dieser Abschnitt enthält eine Sammlung von Prompts zum Testen der mathematischen Fähigkeiten von LLMs. 6 | 7 | 8 | -------------------------------------------------------------------------------- /pages/prompts/mathematics.en.mdx: -------------------------------------------------------------------------------- 1 | # Mathematical Understanding with LLMs 2 | 3 | import ContentFileNames from 'components/ContentFileNames' 4 | 5 | 6 | This section contains a collection of prompts for testing the mathematical capabilities of LLMs. 7 | 8 | 9 | -------------------------------------------------------------------------------- /pages/prompts/mathematics.jp.mdx: -------------------------------------------------------------------------------- 1 | # Mathematical Understanding with LLMs 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right. -------------------------------------------------------------------------------- /pages/prompts/mathematics.zh.mdx: -------------------------------------------------------------------------------- 1 | # Mathematical Understanding with LLMs 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right. -------------------------------------------------------------------------------- /pages/prompts/mathematics/_meta.de.json: -------------------------------------------------------------------------------- 1 | { 2 | "composite-functions": "Auswertung zusammengesetzter Funktionen", 3 | "odd-numbers": "Ungerade Zahlen addieren" 4 | } 5 | -------------------------------------------------------------------------------- /pages/prompts/mathematics/_meta.en.json: -------------------------------------------------------------------------------- 1 | { 2 | "composite-functions": "Evaluating Composite Functions", 3 | "odd-numbers": "Adding Odd Numbers" 4 | } 5 | -------------------------------------------------------------------------------- /pages/prompts/question-answering.de.mdx: -------------------------------------------------------------------------------- 1 | # Fragebeantwortung mit LLMs 2 | 3 | import ContentFileNames from 'components/ContentFileNames'; 4 | 5 | Dieser Abschnitt enthält eine Sammlung von Prompts zum Testen der Fragebeantwortungsfähigkeiten von LLMs. 6 | 7 | 8 | -------------------------------------------------------------------------------- /pages/prompts/question-answering.en.mdx: -------------------------------------------------------------------------------- 1 | # Question Answering with LLMs 2 | 3 | import ContentFileNames from 'components/ContentFileNames' 4 | 5 | This section contains a collection of prompts for testing the question answering capabilities of LLMs. 6 | 7 | -------------------------------------------------------------------------------- /pages/prompts/question-answering.jp.mdx: -------------------------------------------------------------------------------- 1 | # Question Answering with LLMs 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right. -------------------------------------------------------------------------------- /pages/prompts/question-answering.zh.mdx: -------------------------------------------------------------------------------- 1 | # Question Answering with LLMs 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right. -------------------------------------------------------------------------------- /pages/prompts/question-answering/_meta.de.json: -------------------------------------------------------------------------------- 1 | { 2 | "closed-domain": "Geschlossene Domänen-Fragenbeantwortung", 3 | "open-domain": "Offene Domänen-Fragenbeantwortung", 4 | "science-qa": "Wissenschaftliches Frage-Antworten" 5 | } 6 | -------------------------------------------------------------------------------- /pages/prompts/question-answering/_meta.en.json: -------------------------------------------------------------------------------- 1 | { 2 | "closed-domain": "Closed Domain Question Answering", 3 | "open-domain": "Open Domain Question Answering", 4 | "science-qa": "Science Question Answering" 5 | } -------------------------------------------------------------------------------- /pages/prompts/reasoning.de.mdx: -------------------------------------------------------------------------------- 1 | # Schlussfolgerungen mit LLMs 2 | 3 | import ContentFileNames from 'components/ContentFileNames'; 4 | 5 | Dieser Abschnitt beinhaltet eine Sammlung von Prompts, um die Schlussfolgerungsfähigkeiten von LLMs zu testen. 6 | 7 | 8 | -------------------------------------------------------------------------------- /pages/prompts/reasoning.en.mdx: -------------------------------------------------------------------------------- 1 | # Reasoning with LLMs 2 | 3 | import ContentFileNames from 'components/ContentFileNames' 4 | 5 | 6 | This section contains a collection of prompts for testing the reasoning capabilities of LLMs. 7 | 8 | 9 | -------------------------------------------------------------------------------- /pages/prompts/reasoning.jp.mdx: -------------------------------------------------------------------------------- 1 | # Reasoning with LLMs 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right. -------------------------------------------------------------------------------- /pages/prompts/reasoning.zh.mdx: -------------------------------------------------------------------------------- 1 | # Reasoning with LLMs 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right. -------------------------------------------------------------------------------- /pages/prompts/reasoning/_meta.de.json: -------------------------------------------------------------------------------- 1 | { 2 | "indirect-reasoning": "Indirektes Reasoning", 3 | "physical-reasoning": "Physisches Reasoning" 4 | } 5 | -------------------------------------------------------------------------------- /pages/prompts/reasoning/_meta.en.json: -------------------------------------------------------------------------------- 1 | { 2 | "indirect-reasoning": "Indirect Reasoning", 3 | "physical-reasoning": "Physical Reasoning" 4 | } -------------------------------------------------------------------------------- /pages/prompts/text-summarization.de.mdx: -------------------------------------------------------------------------------- 1 | # Textzusammenfassung mit LLMs 2 | 3 | import ContentFileNames from 'components/ContentFileNames'; 4 | 5 | Dieser Abschnitt enthält eine Sammlung von Prompts für die Erforschung der Textzusammenfassungsfähigkeiten von LLMs. 6 | 7 | 8 | -------------------------------------------------------------------------------- /pages/prompts/text-summarization.en.mdx: -------------------------------------------------------------------------------- 1 | # Text Summarization with LLMs 2 | 3 | import ContentFileNames from 'components/ContentFileNames' 4 | 5 | This section contains a collection of prompts for exploring text summarization capabilities of LLMs. 6 | 7 | -------------------------------------------------------------------------------- /pages/prompts/text-summarization.jp.mdx: -------------------------------------------------------------------------------- 1 | # Text Summarization with LLMs 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right. -------------------------------------------------------------------------------- /pages/prompts/text-summarization.zh.mdx: -------------------------------------------------------------------------------- 1 | # Text Summarization with LLMs 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right. -------------------------------------------------------------------------------- /pages/prompts/text-summarization/_meta.de.json: -------------------------------------------------------------------------------- 1 | { 2 | "explain-concept": "Konzepte erklären" 3 | } 4 | -------------------------------------------------------------------------------- /pages/prompts/text-summarization/_meta.en.json: -------------------------------------------------------------------------------- 1 | { 2 | "explain-concept": "Explain A Concept" 3 | } -------------------------------------------------------------------------------- /pages/prompts/truthfulness.de.mdx: -------------------------------------------------------------------------------- 1 | # Wahrhaftigkeit in LLMs 2 | 3 | import ContentFileNames from 'components/ContentFileNames'; 4 | 5 | Dieser Abschnitt enthält eine Sammlung von Prompts zum Erforschen der Wahrhaftigkeit in LLMs. 6 | 7 | 8 | -------------------------------------------------------------------------------- /pages/prompts/truthfulness.en.mdx: -------------------------------------------------------------------------------- 1 | # Truthfulness in LLMs 2 | 3 | import ContentFileNames from 'components/ContentFileNames' 4 | 5 | This section contains a collection of prompts for exploring truthfulness in LLMs. 6 | 7 | 8 | -------------------------------------------------------------------------------- /pages/prompts/truthfulness.jp.mdx: -------------------------------------------------------------------------------- 1 | # Truthfulness in LLMs 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right. 4 | 5 | -------------------------------------------------------------------------------- /pages/prompts/truthfulness.zh.mdx: -------------------------------------------------------------------------------- 1 | # Truthfulness in LLMs 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right. 4 | -------------------------------------------------------------------------------- /pages/prompts/truthfulness/_meta.de.json: -------------------------------------------------------------------------------- 1 | { 2 | "identify-hallucination": "Identifizieren von Halluzination" 3 | } 4 | -------------------------------------------------------------------------------- /pages/prompts/truthfulness/_meta.en.json: -------------------------------------------------------------------------------- 1 | { 2 | "identify-hallucination": "Hallucination Identification" 3 | } -------------------------------------------------------------------------------- /pages/research.ca.mdx: -------------------------------------------------------------------------------- 1 | # LLM Research Findings 2 | 3 | import ContentFileNames from 'components/ContentFileNames' 4 | 5 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right. 6 | 7 | -------------------------------------------------------------------------------- /pages/research.de.mdx: -------------------------------------------------------------------------------- 1 | # LLM Research Findings 2 | 3 | import ContentFileNames from 'components/ContentFileNames' 4 | 5 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right. 6 | 7 | -------------------------------------------------------------------------------- /pages/research.es.mdx: -------------------------------------------------------------------------------- 1 | # LLM Research Findings 2 | 3 | import ContentFileNames from 'components/ContentFileNames' 4 | 5 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right. 6 | 7 | -------------------------------------------------------------------------------- /pages/research.fi.mdx: -------------------------------------------------------------------------------- 1 | # LLM Research Findings 2 | 3 | import ContentFileNames from 'components/ContentFileNames' 4 | 5 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right. 6 | 7 | -------------------------------------------------------------------------------- /pages/research.fr.mdx: -------------------------------------------------------------------------------- 1 | # LLM Research Findings 2 | 3 | import ContentFileNames from 'components/ContentFileNames' 4 | 5 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right. 6 | 7 | -------------------------------------------------------------------------------- /pages/research.it.mdx: -------------------------------------------------------------------------------- 1 | # LLM Research Findings 2 | 3 | import ContentFileNames from 'components/ContentFileNames' 4 | 5 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right. 6 | 7 | -------------------------------------------------------------------------------- /pages/research.jp.mdx: -------------------------------------------------------------------------------- 1 | # LLM Research Findings 2 | 3 | import ContentFileNames from 'components/ContentFileNames' 4 | 5 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right. 6 | 7 | -------------------------------------------------------------------------------- /pages/research.kr.mdx: -------------------------------------------------------------------------------- 1 | # LLM Research Findings 2 | 3 | import ContentFileNames from 'components/ContentFileNames' 4 | 5 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right. 6 | 7 | -------------------------------------------------------------------------------- /pages/research.pt.mdx: -------------------------------------------------------------------------------- 1 | # LLM Research Findings 2 | 3 | import ContentFileNames from 'components/ContentFileNames' 4 | 5 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right. 6 | 7 | -------------------------------------------------------------------------------- /pages/research.ru.mdx: -------------------------------------------------------------------------------- 1 | # LLM Research Findings 2 | 3 | import ContentFileNames from 'components/ContentFileNames' 4 | 5 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right. 6 | 7 | -------------------------------------------------------------------------------- /pages/research.tr.mdx: -------------------------------------------------------------------------------- 1 | # LLM Research Findings 2 | 3 | import ContentFileNames from 'components/ContentFileNames' 4 | 5 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right. 6 | 7 | -------------------------------------------------------------------------------- /pages/research.zh.mdx: -------------------------------------------------------------------------------- 1 | # LLM Research Findings 2 | 3 | import ContentFileNames from 'components/ContentFileNames' 4 | 5 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right. 6 | 7 | -------------------------------------------------------------------------------- /pages/research/_meta.ca.json: -------------------------------------------------------------------------------- 1 | { 2 | "llm-agents": "LLM Agents", 3 | "rag": "RAG for LLMs", 4 | "trustworthiness-in-llms": "Trustworthiness in LLMs" 5 | } -------------------------------------------------------------------------------- /pages/research/_meta.es.json: -------------------------------------------------------------------------------- 1 | { 2 | "llm-agents": "LLM Agents", 3 | "rag": "RAG for LLMs", 4 | "trustworthiness-in-llms": "Trustworthiness in LLMs" 5 | } -------------------------------------------------------------------------------- /pages/research/_meta.fi.json: -------------------------------------------------------------------------------- 1 | { 2 | "llm-agents": "LLM Agents", 3 | "rag": "RAG for LLMs", 4 | "trustworthiness-in-llms": "Trustworthiness in LLMs" 5 | } -------------------------------------------------------------------------------- /pages/research/_meta.fr.json: -------------------------------------------------------------------------------- 1 | { 2 | "llm-agents": "LLM Agents", 3 | "rag": "RAG for LLMs", 4 | "trustworthiness-in-llms": "Trustworthiness in LLMs" 5 | } -------------------------------------------------------------------------------- /pages/research/_meta.it.json: -------------------------------------------------------------------------------- 1 | { 2 | "llm-agents": "LLM Agents", 3 | "rag": "RAG for LLMs", 4 | "trustworthiness-in-llms": "Trustworthiness in LLMs" 5 | } -------------------------------------------------------------------------------- /pages/research/_meta.jp.json: -------------------------------------------------------------------------------- 1 | { 2 | "llm-agents": "LLM Agents", 3 | "rag": "RAG for LLMs", 4 | "trustworthiness-in-llms": "Trustworthiness in LLMs" 5 | } -------------------------------------------------------------------------------- /pages/research/_meta.kr.json: -------------------------------------------------------------------------------- 1 | { 2 | "llm-agents": "LLM Agents", 3 | "rag": "RAG for LLMs", 4 | "trustworthiness-in-llms": "Trustworthiness in LLMs" 5 | } -------------------------------------------------------------------------------- /pages/research/_meta.pt.json: -------------------------------------------------------------------------------- 1 | { 2 | "llm-agents": "LLM Agents", 3 | "rag": "RAG for LLMs", 4 | "trustworthiness-in-llms": "Trustworthiness in LLMs" 5 | } -------------------------------------------------------------------------------- /pages/research/_meta.ru.json: -------------------------------------------------------------------------------- 1 | { 2 | "llm-agents": "LLM Agents", 3 | "rag": "RAG for LLMs", 4 | "trustworthiness-in-llms": "Trustworthiness in LLMs" 5 | } -------------------------------------------------------------------------------- /pages/research/_meta.tr.json: -------------------------------------------------------------------------------- 1 | { 2 | "llm-agents": "LLM Agents", 3 | "rag": "RAG for LLMs", 4 | "trustworthiness-in-llms": "Trustworthiness in LLMs" 5 | } -------------------------------------------------------------------------------- /pages/research/llm-agents.ca.mdx: -------------------------------------------------------------------------------- 1 | # LLM Agents 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right. -------------------------------------------------------------------------------- /pages/research/llm-agents.es.mdx: -------------------------------------------------------------------------------- 1 | # LLM Agents 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right. -------------------------------------------------------------------------------- /pages/research/llm-agents.fi.mdx: -------------------------------------------------------------------------------- 1 | # LLM Agents 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right. -------------------------------------------------------------------------------- /pages/research/llm-agents.fr.mdx: -------------------------------------------------------------------------------- 1 | # LLM Agents 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right. -------------------------------------------------------------------------------- /pages/research/llm-agents.it.mdx: -------------------------------------------------------------------------------- 1 | # LLM Agents 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right. -------------------------------------------------------------------------------- /pages/research/llm-agents.jp.mdx: -------------------------------------------------------------------------------- 1 | # LLM Agents 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right. -------------------------------------------------------------------------------- /pages/research/llm-agents.pt.mdx: -------------------------------------------------------------------------------- 1 | # LLM Agents 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right. -------------------------------------------------------------------------------- /pages/research/llm-agents.ru.mdx: -------------------------------------------------------------------------------- 1 | # LLM Agents 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right. -------------------------------------------------------------------------------- /pages/research/llm-agents.tr.mdx: -------------------------------------------------------------------------------- 1 | # LLM Agents 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right. -------------------------------------------------------------------------------- /pages/research/rag.ca.mdx: -------------------------------------------------------------------------------- 1 | # Retrieval Augmented Generation (RAG) for LLMs 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right. -------------------------------------------------------------------------------- /pages/research/rag.es.mdx: -------------------------------------------------------------------------------- 1 | # Retrieval Augmented Generation (RAG) for LLMs 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right. -------------------------------------------------------------------------------- /pages/research/rag.fi.mdx: -------------------------------------------------------------------------------- 1 | # Retrieval Augmented Generation (RAG) for LLMs 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right. -------------------------------------------------------------------------------- /pages/research/rag.fr.mdx: -------------------------------------------------------------------------------- 1 | # Retrieval Augmented Generation (RAG) for LLMs 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right. -------------------------------------------------------------------------------- /pages/research/rag.it.mdx: -------------------------------------------------------------------------------- 1 | # Retrieval Augmented Generation (RAG) for LLMs 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right. -------------------------------------------------------------------------------- /pages/research/rag.jp.mdx: -------------------------------------------------------------------------------- 1 | # Retrieval Augmented Generation (RAG) for LLMs 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right. -------------------------------------------------------------------------------- /pages/research/rag.pt.mdx: -------------------------------------------------------------------------------- 1 | # Retrieval Augmented Generation (RAG) for LLMs 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right. -------------------------------------------------------------------------------- /pages/research/rag.ru.mdx: -------------------------------------------------------------------------------- 1 | # Retrieval Augmented Generation (RAG) for LLMs 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right. -------------------------------------------------------------------------------- /pages/research/rag.tr.mdx: -------------------------------------------------------------------------------- 1 | # Retrieval Augmented Generation (RAG) for LLMs 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right. -------------------------------------------------------------------------------- /pages/research/rag_hallucinations.zh.mdx: -------------------------------------------------------------------------------- 1 | 2 | # 利用 RAG 降低结构化输出中的虚假信息 3 | 4 | ServiceNow 的研究人员发表了一篇[新论文](https://arxiv.org/abs/2404.08189)，探讨了如何为结构化输出任务高效部署 RAG 系统。 5 | 6 | !["RAG Hallucination"](../../img/research/structured_outputs.png) 7 | 8 | RAG 系统整合了小型语言模型和极小型检索器。研究表明，RAG 使得在资源受限的环境下部署强大的 LLM 驱动的系统成为可能，同时减轻了虚假信息问题并提升了输出的可靠性。 9 | 10 | 论文讨论了一种极具实用价值的企业应用，即将自然语言需求转换为工作流程（以 JSON 格式）。这项任务能够极大提升生产力，尽管还有许多优化空间（例如，采用推测性解码或使用 YAML 代替 JSON）。 11 | 12 | 论文提供了关于如何在现实世界中有效开发 RAG 系统的宝贵见解和实用建议。 13 | -------------------------------------------------------------------------------- /pages/research/synthetic_data.zh.mdx: -------------------------------------------------------------------------------- 1 | # 语言模型合成数据的实用技巧与经验 2 | 3 | 这篇[论文](https://arxiv.org/abs/2404.07503)总结了语言模型合成数据的实用技巧与经验，由 Google DeepMind 及其他合作者共同发表。 4 | 5 | 该论文聚焦于合成数据，探讨了其在应用、挑战以及未来发展方向上的作用。鉴于 AI 领域合成数据带来的显著进步，这是一篇非常重要的论文。 6 | 7 | 我们深知，向模型提供高质量的数据越多，它们的性能就越好。然而，创建合成数据并不困难，真正的挑战在于确保其质量。 8 | 9 | 此外，该论文还讨论了在使用合成数据时需要关注的重要话题，如数据质量、事实性、忠实度、无偏见性、可信度、隐私等。 10 | 11 | 相关工作部分也列举了许多有价值的参考文献。 12 | -------------------------------------------------------------------------------- /pages/research/trustworthiness-in-llms.ca.mdx: -------------------------------------------------------------------------------- 1 | # Trustworthiness in LLMs 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right. -------------------------------------------------------------------------------- /pages/research/trustworthiness-in-llms.es.mdx: -------------------------------------------------------------------------------- 1 | # Trustworthiness in LLMs 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right. -------------------------------------------------------------------------------- /pages/research/trustworthiness-in-llms.fi.mdx: -------------------------------------------------------------------------------- 1 | # Trustworthiness in LLMs 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right. -------------------------------------------------------------------------------- /pages/research/trustworthiness-in-llms.fr.mdx: -------------------------------------------------------------------------------- 1 | # Trustworthiness in LLMs 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right. -------------------------------------------------------------------------------- /pages/research/trustworthiness-in-llms.it.mdx: -------------------------------------------------------------------------------- 1 | # Trustworthiness in LLMs 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right. -------------------------------------------------------------------------------- /pages/research/trustworthiness-in-llms.jp.mdx: -------------------------------------------------------------------------------- 1 | # Trustworthiness in LLMs 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right. -------------------------------------------------------------------------------- /pages/research/trustworthiness-in-llms.kr.mdx: -------------------------------------------------------------------------------- 1 | # Trustworthiness in LLMs 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right. -------------------------------------------------------------------------------- /pages/research/trustworthiness-in-llms.pt.mdx: -------------------------------------------------------------------------------- 1 | # Trustworthiness in LLMs 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right. -------------------------------------------------------------------------------- /pages/research/trustworthiness-in-llms.ru.mdx: -------------------------------------------------------------------------------- 1 | # Trustworthiness in LLMs 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right. -------------------------------------------------------------------------------- /pages/research/trustworthiness-in-llms.tr.mdx: -------------------------------------------------------------------------------- 1 | # Trustworthiness in LLMs 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right. -------------------------------------------------------------------------------- /pages/risks.jp.mdx: -------------------------------------------------------------------------------- 1 | # リスクと誤用 2 | 3 | import { Callout } from 'nextra-theme-docs' 4 | import ContentFileNames from 'components/ContentFileNames' 5 | 6 | 7 | 私たちは、few-shot学習やchain-of-thoughtプロンプトのようなテクニックを使って、うまく作られたプロンプトがさまざまなタスクでいかに効果的であるかをすでに見てきました。LLMの上に実世界のアプリケーションを構築することを考えると、言語モデルの誤用、リスク、安全対策について考えることが非常に重要になります。 8 | 9 | このセクションでは、プロンプトインジェクションのような手法によるLLMのリスクと誤用に焦点を当てます。また、有害な行動と、効果的なプロンプト技術によってそれを軽減する方法についても言及します。その他、一般化可能性、キャリブレーション、バイアス、社会的バイアス、事実性など、興味のあるトピックをいくつか挙げていきます。 10 | 11 | -------------------------------------------------------------------------------- /pages/risks.zh.mdx: -------------------------------------------------------------------------------- 1 | # 风险和误用 2 | 3 | import { Callout } from 'nextra-theme-docs' 4 | import ContentFileNames from 'components/ContentFileNames' 5 | 6 | 7 | 我们已经看到了如何使用few-shot学习和链式思考提示等技术来完成各种任务，有效的精心制作的提示是多么的有效。当我们考虑在LLMs之上构建实际应用程序时，思考与语言模型相关的误用、风险和安全实践变得至关重要。 8 | 9 | 本节重点介绍了通过提示注入等技术来突出LLMs的一些风险和误用。它还强调了有害行为以及如何通过有效的提示技术来潜在地减轻它们。其他感兴趣的主题包括泛化能力、校准、偏见、社会偏见和事实性等等。 10 | 11 | 12 | -------------------------------------------------------------------------------- /pages/risks/_meta.ca.json: -------------------------------------------------------------------------------- 1 | { 2 | "adversarial": "Adversarial Prompting", 3 | "factuality": "Factualitat", 4 | "biases": "Sesgos" 5 | } -------------------------------------------------------------------------------- /pages/risks/_meta.de.json: -------------------------------------------------------------------------------- 1 | { 2 | "adversarial": "Adversariales Prompting", 3 | "factuality": "Faktentreue", 4 | "biases": "Verzerrungen (biases)" 5 | } 6 | 7 | -------------------------------------------------------------------------------- /pages/risks/_meta.en.json: -------------------------------------------------------------------------------- 1 | { 2 | "adversarial": "Adversarial Prompting", 3 | "factuality": "Factuality", 4 | "biases": "Biases" 5 | } 6 | -------------------------------------------------------------------------------- /pages/risks/_meta.es.json: -------------------------------------------------------------------------------- 1 | { 2 | "adversarial": "Adversarial Prompting", 3 | "factuality": "Veracidad", 4 | "biases": "Sesgos" 5 | } 6 | -------------------------------------------------------------------------------- /pages/risks/_meta.fi.json: -------------------------------------------------------------------------------- 1 | { 2 | "adversarial": "Adversarial Prompting", 3 | "factuality": "Factuality", 4 | "biases": "Biases" 5 | } 6 | -------------------------------------------------------------------------------- /pages/risks/_meta.fr.json: -------------------------------------------------------------------------------- 1 | { 2 | "adversarial": "Incitation contradictoire", 3 | "factuality": "Factualité", 4 | "biases": "Biases" 5 | } 6 | -------------------------------------------------------------------------------- /pages/risks/_meta.it.json: -------------------------------------------------------------------------------- 1 | { 2 | "adversarial": "Prompt Conflittuale", 3 | "factuality": "Fattualità", 4 | "biases": "Pregiudizi" 5 | } 6 | 7 | -------------------------------------------------------------------------------- /pages/risks/_meta.jp.json: -------------------------------------------------------------------------------- 1 | { 2 | "adversarial": "敵対的Prompting", 3 | "factuality": "事実性", 4 | "biases": "バイアス" 5 | } 6 | -------------------------------------------------------------------------------- /pages/risks/_meta.kr.json: -------------------------------------------------------------------------------- 1 | { 2 | "adversarial": "적대적 프롬프팅", 3 | "factuality": "사실성", 4 | "biases": "편향" 5 | } 6 | -------------------------------------------------------------------------------- /pages/risks/_meta.pt.json: -------------------------------------------------------------------------------- 1 | { 2 | "adversarial": "Adversarial Prompting", 3 | "factuality": "Factuality", 4 | "biases": "Biases" 5 | } 6 | -------------------------------------------------------------------------------- /pages/risks/_meta.ru.json: -------------------------------------------------------------------------------- 1 | { 2 | "adversarial": "Противоборствующий промптинг", 3 | "factuality": "Фактичность", 4 | "biases": "Предубеждения" 5 | } -------------------------------------------------------------------------------- /pages/risks/_meta.tr.json: -------------------------------------------------------------------------------- 1 | { 2 | "adversarial": "Düşmanca İstemler", 3 | "factuality": "Gerçeklik", 4 | "biases": "Önyargılar" 5 | } 6 | -------------------------------------------------------------------------------- /pages/risks/_meta.zh.json: -------------------------------------------------------------------------------- 1 | { 2 | "adversarial": "对抗性提示", 3 | "factuality": "真实性", 4 | "biases": "偏见" 5 | } 6 | -------------------------------------------------------------------------------- /pages/style.css: -------------------------------------------------------------------------------- 1 | pre { white-space: pre-wrap; } -------------------------------------------------------------------------------- /pages/techniques.ca.mdx: -------------------------------------------------------------------------------- 1 | # Tècniques de Prompts 2 | 3 | import ContentFileNames from 'components/ContentFileNames' 4 | 5 | Fins ara, hauria de ser evident que ajuda a millorar els prompts per obtenir millors resultats en diferents tasques. Aquesta és la idea principal darrere l'enginyeria de prompts. 6 | 7 | Encara que els exemples bàsics eren divertits, en aquesta secció tractem tècniques d'enginyeria de prompts més avançades que ens permeten aconseguir tasques més complexes i interessants. 8 | 9 | 10 | -------------------------------------------------------------------------------- /pages/techniques.es.mdx: -------------------------------------------------------------------------------- 1 | # Técnicas de prompting 2 | 3 | import ContentFileNames from 'components/ContentFileNames' 4 | 5 | A estas alturas, debería ser obvio que mejorar los prompts ayuda a obtener mejores resultados en diferentes tareas. Esa es la idea principal detrás de la ingeniería de prompts. 6 | 7 | Si bien los ejemplos básicos fueron divertidos, en esta sección cubriremos técnicas más avanzadas de ingeniería de prompts que nos permiten lograr tareas más complejas e interesantes. 8 | 9 | 10 | -------------------------------------------------------------------------------- /pages/techniques.fi.mdx: -------------------------------------------------------------------------------- 1 | # Kehotesuunnittelutekniikat 2 | 3 | import ContentFileNames from 'components/ContentFileNames' 4 | 5 | Tähän mennessä pitäisi olla selvää, että kehotteiden parantaminen auttaa saamaan parempia tuloksia eri tehtävissä. Se on koko kehotesuunnittelun idea. 6 | 7 | Vaikka perusesimerkit olivat hauskoja, tässä osiossa käsittelemme edistyneempiä kehotesuunnittelutekniikoita, joiden avulla voimme suorittaa monimutkaisempia ja mielenkiintoisempia tehtäviä. 8 | 9 | 10 | -------------------------------------------------------------------------------- /pages/techniques.jp.mdx: -------------------------------------------------------------------------------- 1 | # プロンプトエンジニアリング技術 2 | 3 | import ContentFileNames from 'components/ContentFileNames' 4 | 5 | この時点で明らかになっているように、異なるタスクでより良い結果を得るために、プロンプトを改善することが役立つことがわかりました。これがプロンプトエンジニアリングのアイデア全体です。 6 | 7 | 基本的な例は楽しかったですが、このセクションでは、より高度なプロンプトエンジニアリング技術を紹介し、より複雑で興味深いタスクを達成することができます。 8 | 9 | 10 | -------------------------------------------------------------------------------- /pages/techniques.kr.mdx: -------------------------------------------------------------------------------- 1 | # Prompting Techniques 2 | 3 | import ContentFileNames from 'components/ContentFileNames' 4 | 5 | 이쯤 되면 프롬프트를 개선하여 다양한 작업에서 더 나은 결과를 얻는 것이 도움이 된다는 것이 분명해졌을 것입니다. 이것이 바로 프롬프트 엔지니어링의 기본 개념입니다. 6 | 7 | 기본적인 예제는 재미있었지만, 이 장에서는 더 복잡하고 흥미로운 작업을 수행할 수 있는 고급 프롬프트 엔지니어링 기법을 다룹니다. 8 | 9 | 10 | -------------------------------------------------------------------------------- /pages/techniques.pt.mdx: -------------------------------------------------------------------------------- 1 | # Técnicas de Prompting 2 | 3 | import ContentFileNames from 'components/ContentFileNames' 4 | 5 | A essa altura, deve ser óbvio que ajuda a melhorar os prompts para obter melhores resultados em diferentes tarefas. Essa é a ideia por trás da engenharia de prompt. 6 | 7 | Embora os exemplos básicos tenham sido divertidos, nesta seção abordamos técnicas de engenharia de solicitação mais avançadas que nos permitem realizar tarefas mais complexas e interessantes. 8 | 9 | 10 | -------------------------------------------------------------------------------- /pages/techniques.ru.mdx: -------------------------------------------------------------------------------- 1 | # Техники промптинга 2 | 3 | import ContentFileNames from 'components/ContentFileNames' 4 | 5 | 6 | На данном этапе уже становится очевидным, что улучшение формулировки запросов помогает достичь лучших результатов в различных задачах. Вот основная идея, стоящая за техниками промптинга. 7 | 8 | Хотя базовые примеры были интересными, в этом разделе мы рассмотрим более продвинутые техники формулировки запросов, которые позволяют нам решать более сложные и интересные задачи. 9 | 10 | 11 | -------------------------------------------------------------------------------- /pages/techniques.tr.mdx: -------------------------------------------------------------------------------- 1 | # İstem Teknikleri 2 | 3 | import ContentFileNames from 'components/ContentFileNames' 4 | 5 | Bu aşamada, farklı görevlerde daha iyi sonuçlar elde etmek için istemleri geliştirmenin yardımcı olduğu açık olmalıdır. Bu, istem mühendisliğinin tüm fikrinin arkasındadır. 6 | 7 | Temel örnekler eğlenceli olsada, bu bölümde daha karmaşık ve ilginç görevler gerçekleştirmemize olanak sağlayan daha gelişmiş istem mühendislik tekniklerini ele alıyoruz. 8 | 9 | 10 | -------------------------------------------------------------------------------- /pages/techniques.zh.mdx: -------------------------------------------------------------------------------- 1 | # 提示技术 2 | 3 | import ContentFileNames from 'components/ContentFileNames' 4 | 5 | 时至今日，改进提示词显然有助于在不同任务上获得更好的结果。这就是提示工程背后的整个理念。 6 | 7 | 尽管基础示例很有趣，但在本节中，我们将介绍更高级的提示工程技术，使我们能够完成更复杂和有趣的任务。 8 | 9 | 10 | -------------------------------------------------------------------------------- /pages/techniques/art.ca.mdx: -------------------------------------------------------------------------------- 1 | # Automatic Reasoning and Tool-use (ART) 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right side. -------------------------------------------------------------------------------- /pages/techniques/art.es.mdx: -------------------------------------------------------------------------------- 1 | # Automatic Reasoning and Tool-use (ART) 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right side. -------------------------------------------------------------------------------- /pages/techniques/art.fi.mdx: -------------------------------------------------------------------------------- 1 | # Automatic Reasoning and Tool-use (ART) 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right side. -------------------------------------------------------------------------------- /pages/techniques/art.fr.mdx: -------------------------------------------------------------------------------- 1 | # Automatic Reasoning and Tool-use (ART) 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right side. -------------------------------------------------------------------------------- /pages/techniques/art.jp.mdx: -------------------------------------------------------------------------------- 1 | # Automatic Reasoning and Tool-use (ART) 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right side. -------------------------------------------------------------------------------- /pages/techniques/art.ru.mdx: -------------------------------------------------------------------------------- 1 | # Automatic Reasoning and Tool-use (ART) 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right side. -------------------------------------------------------------------------------- /pages/techniques/dsp.zh.mdx: -------------------------------------------------------------------------------- 1 | # 方向性刺激提示 2 | 3 | import { Callout, FileTree } from 'nextra-theme-docs' 4 | import {Screenshot} from 'components/screenshot' 5 | import DSP from '../../img/dsp.jpeg' 6 | 7 | [Li 等人，（2023）](https://arxiv.org/abs/2302.11520)提出了一种新的提示技术，以更好地指导 LLM 生成所需的摘要。 8 | 9 | 训练了一个可调节的策略 LM 来生成刺激/提示。越来越多地使用RL来优化 LLM。 10 | 11 | 下图显示了方向性刺激提示与标准提示的比较。策略 LM 可以很小，并且可以优化以生成指导黑盒冻结 LLM 的提示。 12 | 13 | 14 | 图片来源：[Li 等人，（2023）](https://arxiv.org/abs/2302.11520) 15 | 16 | 完整示例即将推出！ -------------------------------------------------------------------------------- /pages/techniques/graph.ca.mdx: -------------------------------------------------------------------------------- 1 | # GraphPrompts 2 | 3 | [Liu et al., 2023](https://arxiv.org/abs/2302.08043) introdueix GraphPrompt, un nou marc d'estímuls per a gràfics per millorar el rendiment en tasques de riu avall. 4 | 5 | Més informació aviat! -------------------------------------------------------------------------------- /pages/techniques/graph.de.mdx: -------------------------------------------------------------------------------- 1 | # GraphPrompts 2 | 3 | [Liu et al., 2023](https://arxiv.org/abs/2302.08043) stellen GraphPrompt vor, ein neues Prompting-Framework für Graphen, um die Leistung bei nachgelagerten Aufgaben zu verbessern. 4 | 5 | Bald gibt es mehr! 6 | -------------------------------------------------------------------------------- /pages/techniques/graph.en.mdx: -------------------------------------------------------------------------------- 1 | # GraphPrompts 2 | 3 | [Liu et al., 2023](https://arxiv.org/abs/2302.08043) introduces GraphPrompt, a new prompting framework for graphs to improve performance on downstream tasks. 4 | 5 | More coming soon! -------------------------------------------------------------------------------- /pages/techniques/graph.es.mdx: -------------------------------------------------------------------------------- 1 | # Prompt de grafo 2 | 3 | [Liu et al., 2023](https://arxiv.org/abs/2302.08043) intrroduce GraphPrompt, un nuevo framework de prompt para grafos para mejorar el rendimiento en tareas posteriores. 4 | 5 | ¡Más información en breve! 6 | -------------------------------------------------------------------------------- /pages/techniques/graph.fi.mdx: -------------------------------------------------------------------------------- 1 | # Graafikehote 2 | 3 | [Liu ym., 2023](https://arxiv.org/abs/2302.08043) esittelee GraphPromptin, uuden kehoterakenteen graafeille, joka parantaa suorituskykyä johdannaisissa tehtävissä. 4 | 5 | Lisää tulossa pian! -------------------------------------------------------------------------------- /pages/techniques/graph.fr.mdx: -------------------------------------------------------------------------------- 1 | # GraphPrompts 2 | 3 | [Liu et al., 2023](https://arxiv.org/abs/2302.08043) présente GraphPrompt, un nouveau cadre d'incitation pour les graphes afin d'améliorer les performances sur les tâches en aval. 4 | 5 | Bientôt plus ! -------------------------------------------------------------------------------- /pages/techniques/graph.it.mdx: -------------------------------------------------------------------------------- 1 | # Graph Prompt 2 | 3 | [Liu et al., 2023](https://arxiv.org/abs/2302.08043) presenta GraphPrompt, un nuovo framework di prompting per i grafi per migliorare le prestazioni dei compiti a valle. 4 | 5 | Altre novità in arrivo! 6 | -------------------------------------------------------------------------------- /pages/techniques/graph.jp.mdx: -------------------------------------------------------------------------------- 1 | # グラフプロンプト（GraphPrompts） 2 | 3 | [Liu et al., 2023](https://arxiv.org/abs/2302.08043)は、グラフのための新しいプロンプティングフレームワークであるGraphPromptを紹介し、下流タスクのパフォーマンスを向上させます。 4 | 5 | 詳細は近日中に公開されます！ -------------------------------------------------------------------------------- /pages/techniques/graph.kr.mdx: -------------------------------------------------------------------------------- 1 | # GraphPrompts 2 | 3 | [Liu et al., 2023](https://arxiv.org/abs/2302.08043)에서는 다운스트림 작업의 성능을 개선하기 위해 그래프를 위한 새로운 프롬프팅 프레임워크인 GraphPrompt를 소개합니다. 4 | 5 | 더 많은 예제가 곧 추가될 예정입니다! -------------------------------------------------------------------------------- /pages/techniques/graph.pt.mdx: -------------------------------------------------------------------------------- 1 | # GraphPrompts 2 | 3 | [Liu et al., 2023](https://arxiv.org/abs/2302.08043) introduces GraphPrompt, a new prompting framework for graphs to improve performance on downstream tasks. 4 | 5 | More coming soon! -------------------------------------------------------------------------------- /pages/techniques/graph.ru.mdx: -------------------------------------------------------------------------------- 1 | # GraphPrompts 2 | 3 | [Liu и др., 2023](https://arxiv.org/abs/2302.08043) представляют GraphPrompt, новый фреймворк для формулировки запросов для графов, с целью повышения производительности на задачах в последующем этапе. 4 | 5 | Больше информации скоро будет представлено! 6 | -------------------------------------------------------------------------------- /pages/techniques/graph.tr.mdx: -------------------------------------------------------------------------------- 1 | # GraphPrompts 2 | 3 | [Liu ve diğerleri, 2023](https://arxiv.org/abs/2302.08043) GraphPrompt'ı tanıtır, bu yeni bir çerçeve olup grafikler için istemleri geliştirerek ilerleyen görevlerdeki performansı artırmayı hedefler. 4 | 5 | Daha fazlası yakında! -------------------------------------------------------------------------------- /pages/techniques/graph.zh.mdx: -------------------------------------------------------------------------------- 1 | # GraphPrompts 2 | 3 | [Liu等人，2023](https://arxiv.org/abs/2302.08043)介绍了GraphPrompt，一种新的图形提示框架，用于提高下游任务的性能。 4 | 5 | 更多内容即将到来！ -------------------------------------------------------------------------------- /pages/techniques/prompt_chaining.ca.mdx: -------------------------------------------------------------------------------- 1 | # Prompt Chaining 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right side. -------------------------------------------------------------------------------- /pages/techniques/prompt_chaining.es.mdx: -------------------------------------------------------------------------------- 1 | # Prompt Chaining 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right side. -------------------------------------------------------------------------------- /pages/techniques/prompt_chaining.fi.mdx: -------------------------------------------------------------------------------- 1 | # Prompt Chaining 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right side. -------------------------------------------------------------------------------- /pages/techniques/prompt_chaining.pt.mdx: -------------------------------------------------------------------------------- 1 | # Prompt Chaining 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right side. -------------------------------------------------------------------------------- /pages/techniques/prompt_chaining.tr.mdx: -------------------------------------------------------------------------------- 1 | # Prompt Chaining 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right side. -------------------------------------------------------------------------------- /pages/techniques/rag.ca.mdx: -------------------------------------------------------------------------------- 1 | # Retrieval Augmented Generation (RAG) 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right side. -------------------------------------------------------------------------------- /pages/techniques/rag.fi.mdx: -------------------------------------------------------------------------------- 1 | # Retrieval Augmented Generation (RAG) 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right side. -------------------------------------------------------------------------------- /pages/techniques/rag.ru.mdx: -------------------------------------------------------------------------------- 1 | # Retrieval Augmented Generation (RAG) 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right side. -------------------------------------------------------------------------------- /pages/techniques/reflexion.ca.mdx: -------------------------------------------------------------------------------- 1 | # Reflexion 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right. -------------------------------------------------------------------------------- /pages/techniques/reflexion.es.mdx: -------------------------------------------------------------------------------- 1 | # Reflexion 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right. -------------------------------------------------------------------------------- /pages/techniques/reflexion.fi.mdx: -------------------------------------------------------------------------------- 1 | # Reflexion 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right. -------------------------------------------------------------------------------- /pages/techniques/reflexion.fr.mdx: -------------------------------------------------------------------------------- 1 | # Reflexion 2 | 3 | This page needs a translation! Feel free to contribute a translation by clicking the `Edit this page` button on the right. -------------------------------------------------------------------------------- /pages/techniques/reflexion.it.mdx: -------------------------------------------------------------------------------- 1 | # Reflexion 2 | 3 | This page needs a translation! 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