outlines Skill
Outlines: structured JSON/regex/Pydantic LLM generation. Published by NousResearch in hermes-agent.
What is outlines Skill?
Outlines: structured JSON/regex/Pydantic LLM generation. Published by NousResearch in hermes-agent. This profile combines repository metadata with install, compatibility, and usage signals so developers can quickly decide whether it fits their agent workflow before opening the source repository.
Automated repository signals based on public metadata such as recency, license, installation evidence, and adoption. These are not a security audit or endorsement.
Key capabilities
- Includes SKILL.md support
- Reusable instructions support
- Developers using hermes-agent
Technical details
- Install or run with Copy skill directory
When to use outlines Skill
- Use it for developers using hermes-agent.
Built with
Editorial notes
Source
- Creator: NousResearch
- Repository: NousResearch/hermes-agent
- Skill file: optional-skills/mlops/inference/outlines/SKILL.md
What it does
Outlines: structured JSON/regex/Pydantic LLM generation.
Skill instructions
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 bash Base installation pip install outlines With specific backends pip install outlines transformers Hugging Face models pip install outlines llama-cpp-python llama.cpp pip install outlines vllm vLLM for high-throughput Quick Start Basic Example: Classification python import outlines from typing import Literal Load model model = outlines.models.transformers("microsoft/Phi-3-mini-4k-instruct") Generate with type constraint prompt = "Sentiment of 'This product is amazing!': " generator = outlines.generate.choice(model,
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Frequently asked questions
What is outlines?
outlines is a open-source AI agent skill with Copy skill directory. Outlines: structured JSON/regex/Pydantic LLM generation.
Who is outlines best for?
outlines is best for reusing agent instructions, scripts, and references.
How do I install outlines?
Install or run outlines using Copy skill directory. Check outlines for the latest setup command.
Is outlines actively maintained?
outlines may need a closer maintenance check before production use.
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