Langtrace
An open-source observability tool, Langtrace enables users to collect and analyze traces and metrics for optimizing their LLM applications. It supports popular frameworks and databases, ensures data security with SOC 2 Type II certification, and allows for self-hosting. Langtrace enhances AI performance through continuous testing and evaluation, providing critical insights across the entire ML pipeline.
Top Langtrace Alternatives
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Jaeger
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Tetragon
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OpenTelemetry
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Top Langtrace Features
- Open Source Framework Support
- Self-Hosted Deployment Option
- SOC 2 Type II Compliance
- Easy SDK Integration
- Minimal Setup Requirements
- Prompt Version Control
- Automatic Metadata Tracing
- Customizable Data Annotations
- Performance Baseline Measurements
- Heuristic Evaluation Tools
- Statistical Analysis Frameworks
- Model-Based Evaluations
- Dashboard for Vital Metrics
- Cross-Framework Logging Support
- Continuous Dataset Curation
- Community-Driven Development
- Multi-LLM Compatibility
- Vendor Lock-In Prevention
- Discord Community Support
- Automated AI Performance Testing
