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AI Tool
Maximize Your AI’s Performance with LangSmith Eval Harness
The ultimate hosted evaluation framework for human and AI collaboration.
Enhance evaluation reliability with human-centric scoring through Align Evals.Unlock powerful insights with multi-turn evaluations and behavior categorization.Achieve deep observability with advanced tracing for complex multi-agent workflows.
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AnalyzeMonitoring & EvaluationEval Harnesses
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overview
What is LangSmith Eval Harness?
LangSmith Eval Harness is a comprehensive evaluation framework designed for AI and LLM engineering teams. It enables seamless integration of human feedback and automated assessments, allowing teams to enhance their AI agents' performance reliably.
- Human + AI scoring for accurate evaluations
- Supports both offline and online evaluation modes
- Ideal for enterprise AI applications
features
Key Features
LangSmith Eval Harness offers a broad range of features tailored to improve your AI evaluation process. From multi-turn evaluations to advanced tracing, each capability is designed for efficiency and effectiveness.
- Multi-turn evaluation support for complete agent assessments
- Align Evals for calibrating LLM evaluators with human preferences
- Distributed tracing for comprehensive monitoring and debugging
use_cases
Who Can Benefit?
This tool is perfect for AI and LLM engineering teams aiming to iterate and optimize their AI agents effectively. With enterprise-focused features, it ensures seamless integration into existing workflows.
- AI product development teams
- Research groups focused on AI behavior
- Organizations implementing complex agent architectures
Frequently Asked Questions
What are Align Evals?
Align Evals is a feature within LangSmith Eval Harness that allows teams to align LLM evaluators with human preferences to enhance evaluation accuracy.
How does multi-turn evaluation work?
Multi-turn evaluation allows for scoring complete conversations of agents, providing a deeper understanding of how agents interact and perform over time.
Is the Eval Harness suitable for real-time monitoring?
Yes, the Eval Harness supports online evaluation modes, enabling real-time monitoring and feedback for deployed LLM applications.