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Prompting Techniques · Awesome GitHub Repositories

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Awesome GitHub RepositoriesPrompting Techniques

Logical reasoning frameworks that guide models through complex problem-solving steps to improve accuracy and coherence.

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  • dair-ai/Prompt-Engineering-Guide

    dair-ai/Prompt-Engineering-Guide

    70,526GitHubView on GitHub↗

    This project is a comprehensive educational resource and knowledge base dedicated to the development and application of large language models and autonomous agentic systems. It provides a structured framework for understanding prompt engineering, context management, and the architectural patterns required to build task

    MDXagentagentsai-agents

Explore sub-tags

  • Chain of Thought PromptingTechniques that encourage models to generate intermediate reasoning steps.
  • Program-Aided ReasoningTechniques where language models generate code or programs to solve complex reasoning tasks.
  • ReAct PromptingA prompting framework that combines reasoning and acting to solve tasks.
  • ReflexionA framework for iterative improvement through self-reflection and error correction.
Self-ConsistencyA decoding strategy that samples multiple reasoning paths to find the most consistent answer.
  • Tree of ThoughtsA reasoning framework that explores multiple branches of thought to solve complex problems.