<ul><li>To enhance retrieval accuracy and streamline query processing, a set of essential helper functions are implemented.</li><li>The system conducts tests on a vanilla RAG setup to evaluate its effectiveness and analyze limitations.</li><li>Advanced functions are introduced to improve the retrieval process, including generating FAQs, providing document summaries, and breaking down user queries into smaller sub-queries.</li><li>By implementing these enhancements, the RAG system significantly improves the retrieval of relevant information.</li></ul>

Enhancing RAG: Beyond Vanilla Approaches

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