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Apple Intelligence & Advanced RAG
Practical AI: Machine Learning, Data Science, LLM
Level 2 RAG
Many organizations get stuck on naive RAG systems without exploring further options for improvement. One way to enhance RAG systems is through context enrichment, where additional relevant chunks of information are included for better context. Another approach is to perform a two-level search over data by summarizing documents and then searching for relevant sections within those documents. These strategies can be easily implemented and offer a significant boost in RAG system performance.
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