BenchLLM

BenchLLM is an open-source tool for evaluating LLM-powered applications. It allows developers to build test suites, run evaluations on the fly, and generate quality reports. The tool supports automated, interactive, and custom evaluation strategies.

Key Features

• Flexible API: Supports OpenAI, LangChain, and any other API out of the box.
• Powerful CLI: Run and evaluate models with simple CLI commands, usable in CI/CD pipelines.
• Define tests intuitively: Define tests in JSON or YAML format.
• Organize tests: Tests can be organized into suites that are easily versioned.
• Automation: Automate evaluations in a CI/CD pipeline.
• Generate reports: Generate evaluation reports to share with the team.
• Monitor model performance: Monitor models and detect regressions in production.

Key Benefits

• Open source and flexible evaluation tool
• Supports multiple APIs including OpenAI and LangChain
• Powerful CLI suitable for CI/CD pipelines
• Automated, interactive, or custom evaluation strategies