Pipevals

Pipevals offers a robust, open-source platform for systematic development and oversight. Key features include: * Visual pipeline builder for evaluation * Durable execution engine for reliable processing * Automated dashboards for trend tracking * Human review steps for quality control * Easy integration with existing codebases via HTTP POST This platform transforms the process of assessing system outputs by allowing users to construct detailed evaluation pipelines. It eliminates the need for manual inspection by piping data through judge mechanisms, comprehensive scoring, and optional human review. Every pipeline execution is durable, providing step-by-step results that can be meticulously examined for inputs, outputs, and timing. Pipevals automatically populates dashboards with critical metrics like trends, score distributions, step durations, and pass rates. This enables engineering teams to easily compare different models, test various prompts, and quickly identify and address regressions in performance. Designed for self-hosting, it provides full control over data and infrastructure, with an MIT license for broad use. Ideal for engineering teams, researchers, and developers who require rigorous, data-driven assessment for their systems. It’s perfect for those looking to move beyond ad-hoc reviews and implement a systematic approach to quality assurance and continuous improvement.