Prompting with DSPy: A New Approach

**Prompting with DSPy: A New Approach**

Introduction Working with a large language model often requires writing multiple prompts, but as the application grows, prompt manual prompt engineering becomes quite messy, tedious, hard to scale, and sometimes inconsistent. Also, multiple prompts across workflows become time-consuming and complicated. Usually, LLMs use fixed “prompt templates” made by trial and error. This is where DSPy comes in. Instead of treating prompts as fixed text, DSPy treats them like programs that can be optimized...

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