dspy
DSPy: Declarative Language Model Programming
When to Use This Skill
Use DSPy when you need to:
- 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
GitHub Stars: 22,000+ | Created By: Stanford NLP
Installation
# Stable release
pip install dspy
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