Skip to main content
Outlines (dottxt) logo

Outlines (dottxt)

Structured text generation ensuring LLM outputs follow schemas

AI InfrastructureFounded 2023#26 of 54 in AI Infrastructure

Company data checked

Follow this company

Follow this company to revisit its latest research cards from your account.

Company research

Current company data

No company research card is published for Outlines (dottxt) yet. The current company data below lists package and repository metrics AI-Buzz can inspect today; AI-Buzz publishes a card when recent public metrics show a measured change with dated evidence and cited sources.

Package downloads (30d)

1.8M/30d

Dependent projects

124

dependents · latest

GitHub stars

14.5K

Public importing repos

1

repos · latest

Note: Public metrics are incomplete, and current data alone does not prove a trend; they do not show private usage, paid use, customer count, or product quality.

Company profile

What is Outlines (dottxt)?

Structured text generation ensuring LLM outputs follow schemas

Latest company data

Metric dates vary by source

Metric dates
PyPI downloads
PyPI dependents
GitHub stars
Public GitHub repos using company packages

Key metric

Package downloads (30d)

1.8M/30d

Tracked package: PyPI outlines

▼ -16%

Additional metrics

3 metrics

Metric

Dependent projects

124

Projects depending on tracked package: PyPI outlines

Metric

GitHub stars

14.5K

Main repository stars

Metric

Public importing repos

1

Public GitHub dependency data for tracked company packages

Repository health

Maintenance data from the main open-source repository.

Releases (30d)
0

Repository usage

Public repositories and source files importing packages tied to Outlines (dottxt).

Repos importing
10%

About Outlines (dottxt)

Structured text generation ensuring LLM outputs follow schemas

FoundersMarco Zocca, Marc Bain

Disclosed funding

Disclosed $3M · 1 round

Disclosed funding records total $3M. Category position #26 of 54 in AI Infrastructure.

Seed2024

A.Capital

$3M

Investors

A.Capital

Tracked packages (1)

1 PyPI

outlines

PyPIMain PyPI package

outlines

Structured text generation ensuring LLM outputs follow schemas