Adala

Python framework for data labeling agents that learn skills from a ground-truth dataset through iterative feedback.

IndexedApache-2.0★ 1,644

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pip install adala

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About

Adala is a Python framework for autonomous data labeling agents. Each agent learns its skills from a ground truth dataset through iterations of observation and reflection, and a skill can be deployed across multiple runtimes. The README requires an OPENAI_API_KEY and gives install commands for PyPI and GitHub.

Use cases: data-pipelines

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Fact sheet

Languages: PythonREADME
Packages: adala (pypi)README
Model providers: openaiREADME
Maturity: Betagithub.com

Facts extracted by Claude Haiku 5.5 from the linked sources on Oct 24, 2026. Wrong fact? Tell us.

Alternatives

Frameworks for the same language with a similar way of orchestrating agents.

Signals

Stars: 1,644
Forks: 161
Open issues: 11
Weekly downloads: 13
Last commit: Sep 3, 2026 (1 month ago)
Last release: Nov 30, 2023 (2 years ago)
Last package publish: Nov 30, 2023 (2 years ago)

From GitHub (fetched Oct 24, 2026) and the package registry.

Details

Packages: pypi adala
License: Apache-2.0
Repository: github.com/HumanSignal/Adala
Website: humansignal.github.io/Adala/
First seen: Oct 24, 2026
Last checked: Oct 24, 2026
Source: README github-graphql