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6 packages • ⭐ 21,816 total stars

instructorv1.17.0🏛️ Flagship⭐12,803

structured outputs for llms

panderav0.35.0🌳 Mature⭐4,310

A light-weight and flexible data validation and testing tool for statistical data objects.

cerberus1.3.x@2026-10-01🌳 Mature⭐3,275

Lightweight, extensible schema and data validation tool for Pythondictionaries.

validators0.36.0🌳 Mature⭐1,114

Python Data Validation for Humans™

agnixv0.59.3🌿 Growing⭐196

Linter for AI agent configurations. Validates SKILL.md, CLAUDE.md, hooks, MCP, and more.

openapi-pydanticv0.6.0🌿 Growing⭐118

Pydantic OpenAPI schema implementation