BenchLLM
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About
BenchLLM is an open-source tool built by AI engineers for evaluating LLM-powered applications. It allows for the creation of test suites using intuitive JSON or YAML, supports various APIs (including OpenAI and Langchain), and offers automated evaluation with insightful report generation. BenchLLM provides a powerful CLI for easy model testing and integration into CI/CD pipelines, enabling continuous monitoring and detection of performance regressions. It's designed for flexibility and ease of use, making it ideal for engineers building and deploying AI products.
Platform
Keywords
Task
Features
• report generation
• api
• model performance monitoring
• cli
• test organization into suites
• intuitive test definition (json/yaml)
• automated evaluation
• supports openai and langchain
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