Arize AI
Monitors and evaluates LLMs and AI agents to optimize performance and quality.
- Free
Flexible open source platform for annotating diverse data types with ML.
Label Studio is an open source annotation platform supporting multiple data formats, projects, and team members on a single system. It enables customizable labeling workflows and seamlessly connects with machine learning backends through APIs and webhooks. Ideal for dataset preparation, model validation, and LLM refinement.
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