Adala
Basic Information
Adala is an open-source framework designed to automate data labeling and other data processing tasks using autonomous AI agents. These agents leverage large language models (LLMs) to perform tasks such as data classification, summarization, and generation. Adala's agents learn and improve over time by interacting with ground truth datasets and incorporating human feedback, ensuring high reliability and efficiency in data processing workflows.
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Categorization
App Details
Features
Autonomous learning from human feedback, rnIntegration with large language models (LLMs),rnDynamic memory for storing and retrieving knowledge,rnModular and extensible architecture,rnOpen-source framework
Use Cases
Automated data labeling for machine learning,rnData classification and organization,rnSummarization of large datasets,rnData generation for training models,rnEnhancing data quality and consistency
Pricing
Pricing Model
Free