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Generative AI Integration Patterns · Awesome GitHub Repositories

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Awesome GitHub RepositoriesGenerative AI Integration Patterns

Code-centric examples for embedding generative models into existing software applications.

Distinguishing note: Focuses on the integration aspect of generative AI, distinct from general AI architecture.

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  • anthropics/claude-cookbooks

    anthropics/claude-cookbooks

    33,076View on GitHub↗

    This repository serves as a comprehensive library of architectural blueprints and code examples for integrating large language models into software applications. It functions as a developer learning resource, providing structured tutorials and implementation patterns that demonstrate how to build intelligent features using advanced prompting and data processing techniques. The collection distinguishes itself by focusing on complex reasoning and data-grounding workflows. It provides practical guidance on implementing retrieval-augmented generation pipelines, which connect language models to pr

    Provides a curated collection of code examples for integrating large language models into applications.

    Jupyter Notebook
    33,076View on GitHub↗