domains / families / agent-tooling / dspy

dspy

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Build complex AI systems with declarative programming, optimize prompts automatically, create modular RAG systems and agents with DSPy - Stanford NLP's framework for systematic LM programming

When to use

• **Build complex AI systems** with multiple components and workflows
• **Program LMs declaratively** instead of manual prompt engineering
• **Optimize prompts automatically** using data-driven methods
• **Create modular AI pipelines** that are maintainable and portable
• **Improve model outputs systematically** with optimizers
• **Build RAG systems, agents, or classifiers** with better reliability

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