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dottxt-ai/outlines

Repository: dottxt-ai/outlines Stars: 15137 Forks: 804 Primary language: Python Discovery sources: awesome:awesome-python, trending:daily Selection score: 83.12 Usefulness score: 9.7 Source confidence score: 6.8 Languages: Python, Nix Topics: cfg, generative-ai, json, llms, prompt-engineering, regex, structured-generation, symbolic-ai Summary: Structured Outputs README excerpt: <div align="center" style="margin-bottom: 1em;"> <img src="./docs/assets/images/logo-light-mode.svg#gh-light-mode-only" alt="Outlines Logo" width=300></img> <img src="./docs/assets/images/logo-dark-mode.svg#gh-dark-mode-only" alt="Outlines Logo" width=300></img> 🗒️ *Structured outputs for LLMs* 🗒️ Made with ❤👷️ by the team at [.txt](https://dottxt.co) <br>Trusted by NVIDIA, Cohere, HuggingFace, vLLM, etc. <!-- Project Badges --> [![PyPI Version][pypi-version-badge]][pypi] [![Downloads][downloads-badge]][pypistats] [![Stars][stars-badge]][stars] <!-- Community Badges --> [![Discord][discord-badge]][discord] [![Blog][dottxt-blog-badge]][dottxt-blog] [![Twitter][twitter-badge]][twitter] <br>The .txt API is currently in early access. **[Request access here →](https://h1xbpbfsf0w.typeform.com/to/fwQNWmS8?utm_source=github&utm_medium=organic&utm_campaign=outlines)** </div> ## 🚀 Building the future of structured generation We're working with select partners to develop new interfaces to structured generation. Need XML, FHIR, custom schemas or grammars? Let's talk. Audit your schema: share one schema, we show you what breaks under generation, the constraints that fix it, and compliance rates before and after. Sign up [here](https://h1xbpbfsf0w.typeform.com/to/rtFUraA2?typeform). ## Table of Contents - [Why Outlines?](#why-outlines) - [Quickstart](#quickstart) - [Real-World Examples](#real-world-examples) - [🙋‍♂️ Customer Support Triage](#customer-support-triage) - [📦 E-commerce Product Categorization](#e-commerce-product-categorization) - [📊 Parse Event Details with Incomplete Data]

Computing & Technology, Computer Science, Artificial Intelligence