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Information Extraction · Awesome GitHub Repositories

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Awesome GitHub RepositoriesInformation Extraction

Techniques for extracting structured data from unstructured text using language models.

Distinguishing note: Focuses on extraction tasks rather than general generation or classification.

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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

    Provides methodologies for extracting structured information from unstructured text using language models.

    MDXagentagentsai-agents
    70,526View on GitHub↗