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Adala

Adala: Autonomous DAta (Labeling) Agent framework

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python/poetrypythondockeragent-appPythonautonomous-agentsgpt-4agent-oriented-programmingagent-based-frameworkagent

Adala is a framework by HumanSignal for building autonomous data labeling agents in Python. Its name expands to 'Autonomous DAta (Labeling) Agent framework', and the repository is built with Poetry and offers a Docker toolchain.

Reach for it when you want agent-based, autonomous approaches to labeling datasets rather than purely manual annotation.

Use it to

  • Build autonomous data labeling agents
  • Prototype agent-oriented labeling pipelines
  • Containerize labeling agent setups with the provided Docker toolchain
  • Experiment with GPT-4-based agents for dataset preparation

For Developers and data teams building automated labeling workflows

Role
agent-app
Language
Python
Licence
Apache-2.0
Forks
160
Open issues
10
Last push
2026-09-03
Latest release
0.0.1 · 2023-10-25
topicsagentsdata-labelingautonomous-agentspythongpt-4framework