Outlines
Python library for structured LLM text generation
🛡️ AgentReady threat assessment
MAESTRO 7-layer threat model + OWASP AIVSS risk score for Outlines, derived from its capabilities.
AIVSS 7.8 · High
View MAESTRO 7-layer threat model →These scores are auto-generated from public information (the agent's own listing, docs, and repository) using the canonical OWASP AIVSS formula and the MAESTRO framework — an estimate for guidance, not a penetration test, audit, or certification. See the scoring methodology. Are you the vendor? Factual corrections are free.
Overview
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