Sunday, June 23, 2024

What is Langsmith Evaluation

LangChain offers various types of evaluators to help you measure performance and integrity on diverse data, 

Each evaluator type in LangChain comes with ready-to-use implementations and an extensible API that allows for customization according to your unique requirements. Here are some of the types of evaluators we offer:

String Evaluators: These evaluators assess the predicted string for a given input, usually comparing it against a reference string.

Trajectory Evaluators: These are used to evaluate the entire trajectory of agent actions.

Comparison Evaluators: These evaluators are designed to compare predictions from two runs on a common input.

references:

https://python.langchain.com/v0.1/docs/guides/productionization/evaluation/


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