UpTrain

UpTrain is a full-stack LLMOps platform built to manage large language model (LLM) applications. It provides enterprise-grade tooling for evaluating, experimenting, monitoring, and testing LLM applications. The platform’s key features include diverse evaluations, systematic experimentation, automated regression testing, root cause analysis, and the ability to create enriched datasets for testing. The platform enables users to easily define predefined metrics within the extendable framework and receive quantitative results, eliminating guesswork and reducing manual review hours. Developers can use its regression testing feature to automate testing for all changes made to their LLM application and easily rollback any changes if necessary. The platform also provides insights on patterns in error cases allowing users to make quicker improvements. Furthermore, UpTrain supports the creation of diverse test sets for different case uses and allows existing datasets to be enriched by capturing edge cases encountered in production.