LangWatch provides a complete LLM quality assurance solution, which consists of the following core modules:
Assessment tools
- Preset Evaluator Library: Integration of more than 30 off-the-shelf assessment tools for different scenarios
- Customized Assessment Builds: Support users in creating assessment indicators and methodologies based on specific needs
Compliance and Security
- Automated Compliance Checks: Built-in compliance validation mechanism to ensure that the model meets industry norms
- Data Security Assurance: Full process data protection measures from transmission to storage
Monitoring and Analysis
- Performance Tracking: Record and visualize core model performance metrics in real time
- User Behavior Analysis: Insight into user interaction patterns with and use of models
- Customized Alarms: Support for setting key indicator thresholds and triggering alerts
Through a combination of these features, LangWatch helps users establish a comprehensive quality assurance system that ensures the reliability, compliance and continuous optimization of LLM applications.
This answer comes from the articleLangWatch: A Visualization Tool for Monitoring and Optimizing LLM Processes Based on the DSPy FrameworkThe
May not be reproduced without permission:AI productivity tools " What exactly is included in LangWatch's quality assurance features?
