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What is DSPy and How to Get Started Using It

July 9, 2025 · Vitalii Sventyi · 5 min read

DSPy is emerging as a game-changer for optimizing language model (LM) prompts and weights in the rapidly evolving field of AI. It stands for Declarative Self-improving Language Programs, pythonically. DSPy simplifies the complex process of integrating and fine-tuning LMs in a pipeline, making it easier to achieve high-quality results with less manual intervention.