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title: "Adapter"
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parent: "DSPy"
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nav_order: 9
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# Chapter 9: Adapter - The Universal Translator
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Welcome to Chapter 9! In [Chapter 8: Teleprompter / Optimizer](08_teleprompter___optimizer.md), we saw how DSPy can automatically optimize our programs by finding better prompts or few-shot examples. We ended up with a `compiled_program` that should perform better.
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