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Record · adalaFrameworkOpen sourceVerified Sep 18, 2026

Adala

Adala: Autonomous DAta (Labeling) Agent framework

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Best for

Teams building agents for data labelling and processing, where a ground-truth dataset defines the environment the agent learns against.

Avoid if

You have no ground-truth dataset; the described iterative learning loop depends on one to learn against.

About Adala

Adala offers a robust framework for implementing agents specialized in data processing, with an emphasis on diverse data labeling tasks. These agents are autonomous, meaning they can independently acquire one or more skills through iterative learning. This learning process is influenced by their operating environment, observations, and reflections. Users define the environment by providing a ground truth dataset. Every agent learns and applies its skills in what we refer to as a "runtime", sy…

Adala is a versatile framework designed for individuals and professionals in the field of AI and machine learning. Here's who can benefit:

While the roles highlighted above are central, it's pivotal to note that Adala is intricately designed to streamline and elevate the AI development journey, catering to all enthusiasts, irrespective of their specific niche in the field.

From the project's README

Adala is an open-source project written primarily in Python, with 1.6k stars on GitHub. It was last updated in September 2026.

Install

pip install adala
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