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/Advanced RAG: Enhancing Model Efficiency and Accuracy
Advanced RAG: Enhancing Model Efficiency and Accuracy
Learn about advanced RAG with its pre-retrieval, retrieval, and post-retrieval processes.
While naive RAG provides a foundation for using LLMs with document retrieval, it has limitations. For instance, the retrieval accuracy might not be perfect, potentially leading to irrelevant information being used as context. Additionally, the LLM might struggle to integrate retrieved information seamlessly, resulting in disjointed responses. In this lesson, ...