Q.What is Langtrace?
A.Langtrace AI is an open-source observability tool that helps monitor, evaluate, and improve your LLM apps.
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Langtrace AI
★3.6
💬864
💲Free
Langtrace AI provides comprehensive observability and evaluation tools for LLM-based applications. With support for leading frameworks and LLM providers, it helps developers track key metrics, ensure security, and optimize AI performance efficiently.
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Platform
web
AI agent evaluationAI evaluationsAI metricsAI performance optimizationAI securityGenAI tracingLLM monitoring
What is Langtrace AI?
Langtrace AI is an open-source observability platform designed to monitor, evaluate, and improve LLM applications. It offers end-to-end visibility, advanced security, and seamless integration with major frameworks like CrewAI, DSPy, LlamaIndex, and LangChain. Ideal for developers and enterprises, it enables performance optimization and secure AI development.
Core Technologies
- Open Source
- LLM Observability
- GenAI Tracing
- AI Monitoring
- Prompt Engineering
- AI Evaluations
Key Capabilities
- Monitor LLM application performance
- Evaluate AI agent accuracy
- Track token usage and latency
- Ensure enterprise-grade security
- Support prompt version control
Use Cases
- Improving AI agent performance and safety
- Measuring baseline model performance
- Troubleshooting framework-specific issues
- Tracking usage and cost metrics
- Maintaining data privacy with on-prem installs
Core Benefits
- Open-source customization and auditing
- Quick and easy integration
- Enterprise-grade security protocols
- Comprehensive metric tracking dashboards
- Supports on-premises deployment
Key Features
- End-to-end visibility for LLM apps
- Advanced security protocols
- Seamless integration with popular LLMs and frameworks
- Dashboards for token usage, cost, and latency
- Automated tracing of GenAI stack
- Performance evaluations and dataset curation
- Prompt version control
- Model comparison playground
How to Use
- 1Create a project and generate an API key
- 2Install the appropriate SDK
- 3Instantiate Langtrace with the API key
Frequently Asked Questions
Q.What frameworks does Langtrace support?
A.Langtrace supports CrewAI, DSPy, LlamaIndex, and Langchain, along with many LLM providers and VectorDBs.
Q.How do I set up Langtrace?
A.To set up Langtrace, create a project, generate an API key, install the SDK, and instantiate it with the key.
Q.What do I need to improve AI agent performance and security?
A.You need observability and evaluations to measure and enhance AI agent performance and safety.
Pros & Cons (Reserved)
✓ Pros
- Open-source for customization and auditing
- Easy and quick integration
- Wide LLM and framework support
- Comprehensive dashboards for metrics
- Enterprise-grade security with SOC2 certification
- Non-intrusive setup process
✗ Cons
- May require technical expertise for customization
- Pricing information not publicly available
Alternatives
No alternatives found.