What is DeepEval?
It is a simple-to-use, open-source evaluation framework for LLM applications. It is similar to Pytest but specialized for unit testing LLM applications. It evaluates performance based on metrics such as hallucination, answer relevancy, RAGAS, etc., using LLMs and various other NLP models locally on your machine.
DeepEval is a tool in the Large Language Model Tools category of a tech stack.
DeepEval is an open source tool with 1.8K GitHub stars and 127 GitHub forks. Here’s a link to DeepEval's open source repository on GitHub
DeepEval Integrations
DeepEval's Features
- Simple functions to unit test LLM applications in the CLI
- Gain insights to quickly iterate towards optimal hyperparameters
- Evaluate existing LLM applications built with other frameworks
DeepEval Alternatives & Comparisons
What are some alternatives to DeepEval?
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