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  • Prompt Engineering
  • Introduction
    • LLM-asetukset
    • Kehottamisen perusteet
    • Kehotteiden elementit
    • Yleisiä vinkkejä kehotteiden suunnitteluun
    • Esimerkkejä kehotteista
  • Techniques
    • Zero-shot Prompting
    • Few-shot Prompting
    • Chain-of-Thought Prompting
    • Self-Consistency
    • Generate Knowledge Prompting
    • Tree of Thoughts
    • Retrieval Augmented Generation
    • Automatic Reasoning and Tool-use
    • Automatic Prompt Engineer
    • Active-Prompt
    • Directional Stimulus Prompting
    • ReAct
    • Multimodal CoT
    • Graph Prompting
  • Applications
    • Program-Aided Language Models
    • Generating Data
    • Generating Code
    • Graduate Job Classification Case Study
    • Prompt Function
    • generating_textbooks
    • synthetic_rag
  • Models
    • Flan
    • ChatGPT
    • LLaMA
    • GPT-4
    • Mistral 7B
    • Model Collection
  • Risks & Misuses
    • Adversarial Prompting
    • Factuality
    • Biases
  • Papers
  • Tools
  • Notebooks
  • Datasets
  • Additional Readings
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Techniques
Automatic Reasoning and Tool-use

Automatic Reasoning and Tool-use (ART)

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Retrieval Augmented GenerationAutomatic Prompt Engineer

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