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Adala

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

Harness by HumanSignal

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
First seen
Oct 24, 2026
Last checked
Oct 24, 2026

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Cite this page

Adala. Agent Mart. https://agentmart.dev/harnesses/adala (last updated 2026-10-24)