https://github.com/dair-ai/Prompt-Engineering-Guide

You can also find the most up-to-date guides on our new website https://www.promptingguide.ai/.

• Prompt Engineering - Introduction
  • Prompt Engineering - LLM Settings
  • Prompt Engineering - Basics of Prompting
  • Prompt Engineering - Prompt Elements
  • Prompt Engineering - General Tips for Designing Prompts
  • Prompt Engineering - Examples of Prompts
• Prompt Engineering - Techniques
  • Prompt Engineering - Zero-Shot Prompting
  • Prompt Engineering - Few-Shot Prompting
  • Prompt Engineering - Chain-of-Thought Prompting
  • Prompt Engineering - Self-Consistency
  • Prompt Engineering - Generate Knowledge Prompting
  • Prompt Engineering - Tree of Thoughts (ToT)
  • Prompt Engineering - Automatic Reasoning and Tool-use (ART)
  • Prompt Engineering - Automatic Prompt Engineer
  • Prompt Engineering - Active-Prompt
  • Prompt Engineering - Directional Stimulus Prompting
  • Prompt Engineering - ReAct Prompting
  • Prompt Engineering - Multimodal CoT Prompting
  • Prompt Engineering - Graph Prompting
• Prompt Engineering - Applications
  • Prompt Engineering - Program-Aided Language Models
  • Prompt Engineering - Generating Data
  • Prompt Engineering - Generating Synthetic Dataset for RAG
  • Prompt Engineering - Takling Generated Datasets Diversity
  • Prompt Engineering - Generating Code
  • Prompt Engineering - Graduate Job Classification Case Study
• Prompt Engineering - Models
  • Prompt Engineering - Flan
  • Prompt Engineering - ChatGPT
  • Prompt Engineering - LLaMA
  • Prompt Engineering - GPT-4
  • Prompt Engineering - Model Collection
• Prompt Engineering - Risks and Misuses
  • Prompt Engineering - Adversarial Prompting
  • Prompt Engineering - Factuality
  • Prompt Engineering - Biases
• Prompt Engineering - Papers
  • Prompt Engineering - Overviews
  • Prompt Engineering - Approaches
  • Prompt Engineering - Applications
  • Prompt Engineering - Collections
• Prompt Engineering - Tools
• Prompt Engineering - Notebooks
• Prompt Engineering - Datasets
• Prompt Engineering - Additional Readings