Prompting Guide

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 – Prompt Chaining
  • Prompt Engineering – Tree of Thoughts (ToT)
  • Prompt Engineering – Retrieval Augmented Generation
  • Prompt Engineering – Automatic Reasoning and Tool-use (ART)
  • Prompt Engineering – Automatic Prompt Engineer
  • Prompt Engineering – Active-Prompt
  • Prompt Engineering – Directional Stimulus Prompting
  • Prompt Engineering – Program-Aided Language Models
  • Prompt Engineering – ReAct Prompting
  • Prompt Engineering – Multimodal CoT Prompting
  • Prompt Engineering – Graph Prompting
• Prompt Engineering – Applications
  • Prompt Engineering – Function Calling
  • 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 – Prompt Hub
  • Prompt Engineering – Classification
  • Prompt Engineering – Coding
  • Prompt Engineering – Creativity
  • Prompt Engineering – Evaluation
  • Prompt Engineering – Information Extraction
  • Prompt Engineering – Image Generation
  • Prompt Engineering – Mathematics
  • Prompt Engineering – Question Answering
  • Prompt Engineering – Reasoning
  • Prompt Engineering – Text Summarization
  • Prompt Engineering – Truthfulness
  • Prompt Engineering – Adversarial Prompting
• Prompt Engineering – Models
  • Prompt Engineering – ChatGPT
  • Prompt Engineering – Code Llama
  • Prompt Engineering – Flan
  • Prompt Engineering – Gemini
  • Prompt Engineering – GPT-4
  • Prompt Engineering – LLaMA
  • Prompt Engineering – Mistral 7B
  • Prompt Engineering – Mixtral
  • Prompt Engineering – OLMo
  • Prompt Engineering – Phi-2
  • 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