Dspy

DSPy: declarative LM programs, auto-optimize prompts, RAG.

By Orchestra Research · Official Docs · Date unknown

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

Platforms: linux, macos, windows.

hermes skills install official/mlops/research/dspy

• #skills
• #optional
• #mlops
• #prompt engineering
• #dspy
• #declarative programming
• #rag