Overview
LangSmith is a comprehensive developer platform designed to support the entire lifecycle of large language model (LLM) application development. It offers robust tools for AI agents and generative AI applications, bridging the gap between prototype and production-ready solutions.
Key Features
- Full visibility into AI application traces and performance
- Real-time debugging and error identification
- Collaborative prompt engineering and versioning
- Automated and human-assisted evaluation frameworks
- Comprehensive monitoring of cost, latency, and quality
- Support for multiple programming languages and frameworks
- Dataset construction and regression testing capabilities
Use Cases
- Developing enterprise-grade AI agents
- Debugging complex LLM workflows
- Performance optimization of generative AI applications
- Quality assurance and continuous evaluation
- Collaborative AI application development
- Monitoring production AI systems
Technical Specifications
- Supports Python and TypeScript SDKs
- API-driven architecture
- Compatible with LangChain and non-LangChain applications
- Trace storage in encrypted GCP environment
- Zero-latency trace collection
- Self-hosting options for enterprise customers
