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Navigating Complexity: Optimize Before Summarize
Integrating automated prompt engineering with multi-stage language programs presents significant challenges due to the presence of multiple variables that can impact overall performance. A systematic approach is essential, starting with optimizing the query writer, which is pivotal for effective summarization within the context of the program. Understanding and managing these interdependent variables is crucial for maximizing effectiveness.