Optimize Your LLM Prompts with DSPy

DSPy, a framework from Stanford NLP group, is changing the way we create LLM applications. While in general we have to manually tuning the prompts or manually creating smaller fine tuned models for each subtasks, DSPy automates prompt engineering and small language model (SLM) fine tuning with a declarative programming language for creating LLM pipelines. Hence, programming, not prompting, foundational models!