The data further highlights easy evaluation for LLM apps. Users can define tests intuitively in JSON or YAML format, organize them into easily versioned suites, and automate evaluations in a CI/CD pipeline. The system supports OpenAI, Langchain, and any other API out of the box. Users can generate evaluation reports and share them with their team, as well as monitor model performance and detect regressions in production. The tool is built and maintained by V7.
Key takeaways:
- The tool offers a powerful CLI to run and evaluate models, which can also be used as a testing tool in CI/CD pipelines.
- It provides a flexible API that supports OpenAI, Langchain, and any other API out of the box, with multiple evaluation strategies and insightful report visualization.
- It allows easy evaluation of LLM apps, with intuitive test definition, test organization into versioned suites, automation in CI/CD pipelines, report generation, and model performance monitoring.
- The tool is built and maintained by V7, encouraging users to start evaluating today.