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Adala
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Adala
Adala: Autonomous DAta (Labeling) Agent framework
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✨ Key Features
Autonomous data labeling
Multi-agent orchestration
Label Studio integration
Customizable labeling pipelines
Pros
+
Reduces manual labeling effort
+
HumanSignal backed
+
Integrates with Label Studio
+
Research-validated approach
Cons
−
Specialized for labeling tasks
−
Requires ML knowledge
−
API costs for LLM calls
🎯 Use Cases
Automate dataset annotation
Scale data labeling operations
Build custom labeling workflows
👥 Who is this for?
•
ML engineers
•
Data scientists
•
Teams building training datasets
📋 Prerequisites
•
Python experience
•
Understanding of data labeling
•
LLM API access
Screenshots
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Links
🐙 GitHub
Details
Category
🤖
AI Agent Resources
Added
Dec 20, 2025
Verified
Dec 28, 2025
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