The researchers at Stanford University have introduced an AI framework named DSPy, which leverages language models and retrieval models to tackle a variety of advanced tasks. This framework employs a modular approach using "signatures" and "prompters" to compile any program and is capable of automatically generating intermediate prompts to support pipelines. Compared to other products, DSPy requires very little labeled data and can be fine-tuned from minimal data without the need for manual labeling of intermediate steps. The framework is suitable for researchers exploring new pipelines or tasks to address advanced problems and provides installation guides and demonstrations to make it more accessible to a wider audience.