Langfuse Annotation Manager

概要

The Langfuse Annotation Manager skill empowers developers to streamline the human-in-the-loop evaluation process by managing scores and annotations within the Langfuse observability platform. It allows for creating, updating, and exporting human feedback on LLM traces, identifying pending reviews, and managing annotation configurations. This tool is essential for teams looking to improve model performance through high-quality ground-truth data and systematic manual evaluation workflows without leaving their development environment.

主な機能

• Create and update human scores and comments on specific traces
• Export annotations in CSV format for offline analysis
• Integrate review workflows and patterns for consistent evaluations
• Filter and identify pending traces requiring manual review
• List and manage score configurations and categories
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ユースケース

• Exporting human-labeled datasets for fine-tuning or benchmarking AI models
• Performing manual quality assurance on LLM responses to improve model alignment
• Managing annotation backlogs by identifying traces that haven't been reviewed yet