Outlines: Structured Text Generation When to Use This Skill Use Outlines when you need to: - Guarantee valid JSON/XML/code structure during generation - Use Pydantic models for type-safe outputs - Support local models (Transformers, llama.cpp, vLLM) - Maximize inference speed with zero-overhead structured generation - Generate against JSON schemas automatically - Control token sampling at the grammar level GitHub Stars : 8,000+ | From : dottxt.ai (formerly .txt) Installation Quick Start Basic Example: Classification With Pydantic Models Core Concepts 1. Constrained Token Sampling Outlines use…