dspy-categorical
CommunityType-safe modular prompts for AI pipelines
Authormanutej
Version1.0.0
Installs0
System Documentation
## What problem does it solve? DSPy provides a framework to build declarative, type-safe AI programs by composing typed modules and applying automated prompt optimization, converting ad-hoc prompts into reliable pipelines.
## Core Features & Use Cases
- Typed signatures (Pydantic) enable structured data exchange between modules.
- Modules as functors support safe, composable prompt pipelines.
- Optimizers (BootstrapFewShot, MIPROv2, COPRO) enable deterministic improvement with measurable metrics.
- Use cases include multi-step reasoning systems (ChainOfThought, ReAct, ProgramOfThought), data retrieval pipelines, and modular AI workflows.
### Quick Start Install the dspy-ai package, import the framework, and start defining signatures and modules to assemble a composable AI pipeline. Then run an optimizer to bootstrap demonstrations and evaluate results.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: dspy-categorical Download link: https://github.com/manutej/categorical-meta-prompting/archive/main.zip#dspy-categorical Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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