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Structured Generation Python Packages

Python packages with the GitHub topic structured-generation. Sorted by relevance, with stars and monthly downloads.
mlc-ai
xgrammar

Fast, Flexible and Portable Structured Generation

6.4M 2K 146
dottxt-ai
outlines-core

Faster structured generation

5M 283 61
dottxt-ai
outlines

Structured Outputs

1.6M 14K 693
BoundaryML
baml-py

The AI framework that adds the engineering to prompt engineering (Python/TS/Ruby/Java/C#/Rust/Go compatible)

413K 8K 415
retab-dev
retab

The developper starter pack for document processing

12K 42 2
MantisAI
sieves

Plug-and-play document AI with zero-shot models.

2K 124 8
UiForm
uiform

UiForm official python library

1K 42 2
SculptAI
gimkit

Guided Infilling Modeling Toolkit

705 4 0
lydakis
alloy-ai

Alloy (Python): Python for logic. English for intelligence.

702 17 0
jndiogo
sibila

Extract structured data from local or remote LLM models

513 54 8
Retab-dev
k-llms

The developper starter pack for document processing

470 42 2
EdAbati
outlines-haystack

Use `outlines` generators with Haystack.

359 15 0
mlc-ai
b10-xgrammar

Fast, Flexible and Portable Structured Generation

215 2K 146
mazzasaverio
structured-output-cookbook

Extract structured data from text using LLMs with ready-to-use templates

214 1 0
parkervg
grammar-guide

Speculative grammar backtracking algorithm for LLM decoding conforming to some lark context-free grammar (CFG)

204 7 1
UiForm
deepside

UiForm official python library

106 42 2
UiForm
seaside

The developper starter pack for document processing

73 42 2
UiForm
sandpipe

The developper starter pack for document processing

72 42 2
UiForm
werose

The developper starter pack for document processing

62 42 2
Retab-dev
kllms

The developper starter pack for document processing

1 42 2
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