Outlines

What is Outlines?

Outlines is a Python library that allows developers to use large language models in a simple and robust way, with a focus on structured generation. It provides methods to guarantee LLM outputs match specific formats like JSON or regular expressions.

Key features

• STRUCTURED TEXT GENERATION
• LLM INTEGRATION
• JSON GENERATION
• REGEX-BASED OUTPUTS
• PROMPT TEMPLATING
• MULTI-MODEL SUPPORT
• NO-OVERHEAD INFERENCE

Use cases

• NLP DEVELOPMENT
• AI TEXT GENERATION
• LLM OUTPUT CONTROL
• ROBUST API INTEGRATION
• JSON PARSING