PromptLayer Eval Harness
Shares tags: analyze, prompt evaluation, eval harnesses
AI Tool
Unlock the Power of Evaluation with LangSmith Evaluations
Transform your LLM performance assessment with cutting-edge tools and features.
Enhance agent evaluations with Multi-turn assessments that capture full conversational contexts.Align Evals feature refines your automated evaluators to echo human preferences accurately.Streamline evaluations seamlessly for both pre-release and live environments with robust support for offline and online workflows.
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AnalyzePrompt EvaluationEval Harnesses
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overview
What is LangSmith Evaluations?
LangSmith Evaluations offers a comprehensive framework for analyzing and scoring LLM outputs. Our innovative solutions are engineered for developers and AI engineers aiming to build dependable conversational agents.
- Leverage LLM-as-a-judge for efficient performance assessment.
- Integrate easily with LangChain workflows.
- Customize metrics and iterate on prompts with ease.
features
Key Features
With LangSmith Evaluations, access advanced features designed to streamline your evaluation processes. Empower your team to assess agent performance thoroughly and collaboratively.
- Multi-turn Evaluations for holistic performance insights.
- Align Evals for precise calibration of automated evaluations.
- Continuous evaluation capabilities for agile development.
use_cases
Ideal Use Cases
LangSmith Evaluations is perfect for teams looking to refine their conversational agents and enhance user interactions. It is especially beneficial during the pre-release stage and in ongoing production assessments.
- Evaluate agent performance across complex interactions.
- Gather feedback from subject-matter experts with annotation queues.
- Drive iterative improvements through regression testing.
Frequently Asked Questions
What kind of evaluations can I conduct with LangSmith?
You can carry out Multi-turn Evaluations, Align Evals, and continuous evaluations tailored to both pre-release and production stages.
How does Align Evals improve my evaluations?
Align Evals fine-tunes your automated evaluators, ensuring they mirror human preferences and significantly minimize misinterpretations during assessments.
Is LangSmith Evaluations suitable for my team of developers?
Absolutely! LangSmith Evaluations is specifically designed for LLM application teams, making it an essential tool for developers and AI engineers focused on building reliable agents.