Outlines
Outlines
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Structured text generation and robust prompting for language models
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Outlines
dottxt-ai/outlines
Home
Getting Started
Getting Started
Welcome to Outlines
Installation
Quickstart
Licence
Cookbook
Cookbook
Classification
Named Entity Extraction
Generate synthetic data
Summarize a document
Playing chess
Perspective-taking prompting
Question-answering with citations
Knowledge Graph Extraction
Structured Generation Workflow
Chain of Thought (CoT)
ReAct Agent
Vision-Language Models
Structured Generation from PDFs
Earnings reports to CSV
Digitizing receipts with vision models
Extract events details from text
Run on the cloud
Run on the cloud
BentoML
Cerebrium
Modal
Docs
Docs
Generation
Generation
Overview
Chat templating
Regex DSL
Text
Samplers
Structured generation
Structured generation
How does it work?
Classification
Regex
Type constraints
JSON (function calling)
Grammar
Creating Grammars
Custom FSM operations
Utilities
Utilities
Serve with vLLM
Serve with LM Studio
Custom types
Prompt templating
Outlines functions
Models
Models
Overview
Open source
Open source
Transformers
Transformers Vision
Llama.cpp
vLLM
TGI
ExllamaV2
MLX
Mamba
API
API
OpenAI
API Reference
API Reference
Models
Templates
Json schema
Guide
Parsing
Regex
Samplers
Community
Community
Feedback 🫶
Chat with us ☕
How to contribute 🏗️
Your projects 👏
Versioning Guide 📌
Blog
