DSPy Declarative Language Model Programming

Build AI systems with automatic prompt optimization from Stanford NLP.

When to Use

• Building complex AI systems with multiple components
• Programming LMs declaratively instead of manual prompting
• Optimizing prompts automatically using data-driven methods
• Creating modular AI pipelines that are maintainable
• Building RAG systems, agents, or classifiers with better reliability

Quick Start

pip install dspy