dspy

What problem does it solve?

This Skill simplifies the creation of complex AI systems by enabling declarative programming, automatic prompt optimization, and modular RAG systems and agents.

Core Features & Use Cases

• Declarative LM Programming: Define AI tasks using signatures and modules, not just raw prompts.
• Automatic Prompt Optimization: Improve model outputs systematically using data-driven methods.
• Modular RAG & Agents: Build maintainable and portable AI pipelines.
• Use Case: Develop a sophisticated question-answering system that can retrieve information, reason over it, and provide accurate answers, all while continuously improving its performance through automated optimization.

Quick Start

Use the dspy skill to build a basic question answering system by defining a signature and a predict module.