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    HomeLarge Language ModelsEnterprise LLM Applications and RAG

    Enterprise LLM Applications and RAG

    A course by
    Data Science Dojo
    December, 2024 5 lessons English

    In this module, you will explore the practical aspects of building enterprise-level LLM applications and Retrieval-Augmented Generation (RAG) systems. You’ll gain insights into advanced techniques for building RAG architecture and challenges in developing scalable, secure, and efficient solutions tailored to business needs.

    What you'll learn

    • Analyze the components and architecture of basic and advanced RAG systems.
    • Learn advanced retrieval techniques and optimization strategies in enterprise LLM applications.
    • Evaluate the challenges in building RAG-based applications and devise solutions to overcome them.
    • Learn about an enterprise RAG system incorporating security, user authentication, and multi-tenancy considerations.

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