Generate structured data with outlines, ideal for startup founders, backed by 14k+ GitHub stars and written in Python.
14,382 stars755 forksPythonQuality 9/10Updated 7/5/2026100% free ยท open source
What it does
Outlines generates structured data with hierarchical outlines, ideal for organizing and summarizing complex information, all backed by a Python implementation and a large community of over 14,000 GitHub stars.
Install / run
pip install outlines
When to use it
โขWhen you need to create structured outputs from unstructured data
โขWhen organizing complex information into hierarchical categories
โขWhen automating the summary of lengthy documents or texts
Quick start
1Clone the repository: git clone https://github.com/dottxt-ai/outlines.git
2Navigate to the project directory: cd outlines
3Run the example script: python examples/outline_example.py
4Modify the config file (config.json) to suit your needs, specifying your desired outline structure
5Use the command-line interface to generate outlines: python -m outlines --help
Ready-to-paste prompt
python -m outlines --input 'This is a sample text to be outlines.' --output example.json
Heads up: Ensure you have Python 3.8 or higher installed, as Outlines relies on Python's f-strings and other features introduced in this version.
Saves to your device
Topics
cfg
generative-ai
json
llms
prompt-engineering
regex
structured-generation
symbolic-ai
What's inside โ free to inspect
No purchase needed
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