https://dair-ai.thinkific.com/ | New window External Subdomain | Enroll now |
https://www.promptingguide.ai/ | | Prompt Engineering Guide |
/about | | AboutAbout |
https://github.com/dair-ai/Pro... | New window External | GitHub (opens in a new tab) |
https://discord.gg/FUyz9vPAwf | New window External | Discord (opens in a new tab) |
https://www.promptingguide.ai/ | | Prompt Engineering |
/introduction | | Introduction |
/introduction/settings | | LLM Settings |
/introduction/basics | | Basics of Prompting |
/introduction/elements | | Prompt Elements |
/introduction/tips | | General Tips for Designing Prompts |
/introduction/examples | | Examples of Prompts |
/techniques | | Prompting Techniques |
/techniques/zeroshot | | Zero-shot Prompting |
/techniques/fewshot | | Few-shot Prompting |
/techniques/cot | | Chain-of-Thought Prompting |
/techniques/meta-prompting | | Meta Prompting |
/techniques/consistency | | Self-Consistency |
/techniques/knowledge | | Generate Knowledge Prompting |
/techniques/prompt_chaining | | Prompt Chaining |
/techniques/tot | | Tree of Thoughts |
/techniques/rag | | Retrieval Augmented Generation |
/techniques/art | | Automatic Reasoning and Tool-use |
/techniques/ape | | Automatic Prompt Engineer |
/techniques/activeprompt | | Active-Prompt |
/techniques/dsp | | Directional Stimulus Prompting |
/techniques/pal | | Program-Aided Language Models |
/techniques/react | | ReAct |
/techniques/reflexion | | Reflexion |
/techniques/multimodalcot | | Multimodal CoT |
/techniques/graph | | Graph Prompting |
/agents | | Agents |
/agents/introduction | | Introduction to Agents |
/agents/components | | Agent Components |
/guides/optimizing-prompts | | Optimizing Prompts |
/guides/deep-research | | OpenAI Deep Research |
/guides/reasoning-llms | | Reasoning LLMs |
/guides/4o-image-generation | | 4o Image Generation |
/guides/context-engineering-guide | | Context Engineering Guide |
/applications | | Applications |
/applications/finetuning-gpt4o | | Fine-tuning GPT-4o |
/applications/function_calling | | Function Calling |
/applications/context-caching | | Context Caching with LLMs |
/applications/generating | | Generating Data |
/applications/synthetic_rag | | Generating Synthetic Dataset for RAG |
/applications/generating_textb... | | Tackling Generated Datasets Diversity |
/applications/coding | | Generating Code |
/applications/workplace_casestudy | | Graduate Job Classification Case Study |
/applications/pf | | Prompt Function |
/prompts | | Prompt Hub |
/prompts/classification | | Classification |
/prompts/classification/sentiment | | Sentiment Classification |
/prompts/classification/sentim... | | Few-Shot Sentiment Classification |
/prompts/coding | | Coding |
/prompts/coding/code-snippet | | Generate Code Snippet |
/prompts/coding/mysql-query | | Generate MySQL Query |
/prompts/coding/tikz | | Draw TiKZ Diagram |
/prompts/creativity | | Creativity |
/prompts/creativity/rhymes | | Rhymes |
/prompts/creativity/infinite-p... | | Infinite Primes |
/prompts/creativity/interdisci... | | Interdisciplinary |
/prompts/creativity/new-words | | Inventing New Words |
/prompts/evaluation | | Evaluation |
/prompts/evaluation/plato-dial... | | Evaluate Plato's Dialogue |
/prompts/information-extraction | | Information Extraction |
/prompts/information-extractio... | | Extract Model Names |
/prompts/image-generation | | Image Generation |
/prompts/image-generation/alph... | | Draw a Person Using Alphabet |
/prompts/mathematics | | Mathematics |
/prompts/mathematics/composite... | | Evaluating Composite Functions |
/prompts/mathematics/odd-numbers | | Adding Odd Numbers |
/prompts/question-answering | | Question Answering |
/prompts/question-answering/cl... | | Closed Domain Question Answering |
/prompts/question-answering/op... | | Open Domain Question Answering |
/prompts/question-answering/sc... | | Science Question Answering |
/prompts/reasoning | | Reasoning |
/prompts/reasoning/indirect-re... | | Indirect Reasoning |
/prompts/reasoning/physical-re... | | Physical Reasoning |
/prompts/text-summarization | | Text Summarization |
/prompts/text-summarization/ex... | | Explain A Concept |
/prompts/truthfulness | | Truthfulness |
/prompts/truthfulness/identify... | | Hallucination Identification |
/prompts/adversarial-prompting | | Adversarial Prompting |
/prompts/adversarial-prompting... | | Prompt Injection |
/prompts/adversarial-prompting... | | Prompt Leaking |
/prompts/adversarial-prompting... | | Jailbreaking |
/models | | Models |
/models/chatgpt | | ChatGPT |
/models/claude-3 | | Claude 3 |
/models/code-llama | | Code Llama |
/models/flan | | Flan |
/models/gemini | | Gemini |
/models/gemini-advanced | | Gemini Advanced |
/models/gemini-pro | | Gemini 1.5 Pro |
/models/gemma | | Gemma |
/models/gpt-4 | | GPT-4 |
/models/grok-1 | | Grok-1 |
/models/llama | | LLaMA |
/models/llama-3 | | Llama 3 |
/models/mistral-7b | | Mistral 7B |
/models/mistral-large | | Mistral Large |
/models/mixtral | | Mixtral |
/models/mixtral-8x22b | | Mixtral 8x22B |
/models/olmo | | OLMo |
/models/phi-2 | | Phi-2 |
/models/sora | | Sora |
/models/collection | | LLM Collection |
/risks | | Risks & Misuses |
/risks/adversarial | Text duplicate | Adversarial Prompting |
/risks/factuality | | Factuality |
/risks/biases | | Biases |
/research | | LLM Research Findings |
/research/llm-agents | | LLM Agents |
/research/rag | | RAG for LLMs |
/research/llm-reasoning | | LLM Reasoning |
/research/rag-faithfulness | | RAG Faithfulness |
/research/llm-recall | | LLM In-Context Recall |
/research/rag_hallucinations | | RAG Reduces Hallucination |
/research/synthetic_data | | Synthetic Data |
/research/thoughtsculpt | | ThoughtSculpt |
/research/infini-attention | | Infini-Attention |
/research/guided-cot | | LM-Guided CoT |
/research/trustworthiness-in-llms | | Trustworthiness in LLMs |
/research/llm-tokenization | | LLM Tokenization |
/research/groq | | What is Groq? |
/papers | | Papers |
/tools | | Tools |
/notebooks | | Notebooks |
/datasets | | Datasets |
/readings | | Additional Readings |
https://www.promptingguide.ai/ | Anchor | Want to learn more? |
https://github.com/dair-ai/Pro... | New window External | Question? Give us feedback → (opens in a new tab) |
https://github.com/dair-ai/Pro... | External | Edit this page |
https://www.promptingguide.ai/ | Anchor | No Text |
https://dair-ai.thinkific.com/ | New window External Subdomain | Join now! (opens in a new tab) |
/introduction | Text duplicate | Introduction A-TITLE Introduction |
(Nice to have)