Comprehensive assessment system and compliance guarantee
As an enterprise-level LLM operation platform, LangWatch has established a complete quality assessment system. The platform comes with more than 30 pre-built evaluators covering dimensions such as accuracy, smoothness, security, bias detection, etc., including: basic metrics (e.g., BLEU, ROUGE), LLM-as-judge evaluations, rule-match detection, and other different types. What's more unique is its customized evaluation builder that allows users to:
- Combine multiple base evaluators to create a composite evaluation process
- Define domain-specific assessment rules and thresholds
- Configure compliance checking rules for sensitive scenarios
The evaluation system is deeply integrated with the monitoring module, which not only evaluates the results of offline experiments, but also continuously monitors the model performance in the production environment. The platform is especially strengthened with data privacy protection features. All data processing complies with GDPR and other norms, and the built-in data desensitization tool can automatically identify and process sensitive information before analysis.
This answer comes from the articleLangWatch: A Visualization Tool for Monitoring and Optimizing LLM Processes Based on the DSPy FrameworkThe
