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Apple Intelligence & Advanced RAG

Practical AI

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Enhancing Language Models with Dynamic Data Integration

This chapter delves into the integration of external data into prompts to improve language model responses, moving from basic to advanced retrieval-augmented generation (RAG) strategies. It discusses the limitations of naive RAG systems and presents methodologies such as two-level searches and re-ranking to enhance accuracy and relevance in document retrieval.

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