In 2023, advancements in NLP saw the emergence of ChatGPT and other Large Language Models, making fine-tuning LLMs easier. The demand for personalized RAGs surged across industries, with a need for tailored solutions. Techniques to enhance RAG efficiency include enhancing data quality, optimizing index structure, adding metadata, aligning query with documents, mixed retrieval, ReRank, prompt compression, HyDE, and query expansion.
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9 Effective Techniques To Boost Retrieval Augmented Generation (RAG) Systems
Introduction
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