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Promptfoo
FreeAI TestingDevToolsPenetration TestingOpen Source
About
Promptfoo serves as a solution for assessing and testing the quality of outputs generated by Large Language Models (LLMs). Utilizing Promptfoo, users can evaluate their prompts, agents, and Retrieval-Augmented Generation (RAG) systems. It facilitates red teaming, penetration testing, and vulnerability assessments for LLMs. Users can also compare the performance of various models such as GPT, Claude, Gemini, Llama, and others. The tool features straightforward declarative configurations and supports integration with command line interfaces and CI/CD pipelines.
Key Features
- Developer friendly:promptfoo operates quickly and includes user-friendly functionalities such as live reloads and caching.
- Battle-tested:Originally designed for LLM applications that cater to more than 10 million active users in a production environment. Our tools are versatile and can be customized for various configurations.
- Simple, declarative test cases:Set up evaluations without the need for coding or dealing with complex notebooks.
- Language agnostic:Utilize Python, Javascript, or any other programming language.
- Share & collaborate:Integrated sharing capabilities and a web viewer for collaboration with team members.
- Open-source:LLM evaluations are a standard offering and ought to be provided solely by completely open-source initiatives, without any conditions.
- Private:This application operates entirely on your local environment. The evaluations take place on your device and communicate directly with the LLM.
