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Building LLM Applications with DSPy: Replacing manual prompts with systematic optimization

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“An essential, forward-looking guide.”
—Dhyey Mavani, Amherst College


DSPy (Declarative Self-improving Python), an innovative framework for prompt programming, replaces fragile and unpredictable manual prompts with clean, modular Python code that declares what a model should do, defines the inputs and response formats, and establishes clear evaluation metrics. In Building LLM Applications with DSPy, authors Serj Smorodinsky an...