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add key features
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shahules786 committed Oct 12, 2024
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Ragas supercharges your LLM application evaluations with tools to objectively measure performance, simulate test case scenarios, and gain insights by leveraging production data.
[Ragas](https://www.ragas.io/) supercharges your LLM application evaluations with tools to objectively measure performance, simulate test case scenarios, and gain insights by leveraging production data.

## Key Features

- **Metrics**: Different LLM based and non LLM based metrics to objectively evaluate your LLM applications such as RAG, Agents, etc.
- **Test Data Generation**: Synthesize high-quality datasets covering wide variety of scenarios for comprehensive testing of your LLM applications.
- **Integrations**: Seamless integration with all major LLM applications frameworks like langchain and observability tools.

## :shield: Installation

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