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Prompt Chaining Strategies · Awesome GitHub Repositories

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Awesome GitHub RepositoriesPrompt Chaining Strategies

Methodologies for decomposing complex tasks into sequential sub-prompts to improve reasoning and output reliability.

Distinguishing note: Focuses specifically on multi-step task decomposition and sequential prompt workflows rather than general prompt construction.

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  • dair-ai/Prompt-Engineering-Guide

    dair-ai/Prompt-Engineering-Guide

    70,526View on GitHub↗

    This project is a comprehensive educational resource and technical guide focused on the development, optimization, and application of large language models. It provides a structured curriculum for mastering prompt engineering, ranging from foundational principles of instruction design to advanced techniques for improving model reasoning, accuracy, and reliability. The guide distinguishes itself by offering deep technical insights into agentic workflows and autonomous system design. It covers the implementation of multi-step reasoning chains, tool integration through function calling, and stat

    Prompt Engineering enables task decomposition by chaining sequential subtasks to improve the reliability and performance of complex document-based question answering systems.

    MDXagentagentsai-agents
    70,526View on GitHub↗