U
uptrain
uptrain-ai/uptrain
UpTrain is an open-source unified platform to evaluate and improve Generative AI applications. We provide grades for 20+ preconfigured checks (covering language, code, embedding use-cases), perform root cause analysis on failure cases and give insights on how to resolve them.
★2.4kstars
Python
Apache-2.0
Updated: 1d ago
📋 Project at a Glance
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What's this?A , built with Python open-source project in the Security & Governance category, core strengths: autoevaluation/evaluation
Who made it?Maintained by uptrain-ai team, 2.4K⭐ on GitHub, #90 out of 413 in Security & Governance
Why does it exist?In the Security & Governance space, autoevaluation workflows faced efficiency bottlenecks. uptrain was built by uptrain-ai to address these evaluation challenges.
What can it do?Key use cases: experimentation, hallucination-detection, jailbreak-detection
How to install with AI?Use an AI coding assistant (Claude Code, Cursor, Copilot) to automatically set up pip dependencies and virtual env. Follow the README — the AI handles the rest.
🔗 github.com/uptrain-ai/uptrain | 官网 https://uptrain.ai/
🔗 github.com/uptrain-ai/uptrain | 官网 https://uptrain.ai/
Topics
autoevaluationevaluationexperimentationhallucination-detectionjailbreak-detectionllm-evalllm-promptingllm-testllmopsmachine-learningmonitoringopenai-evalsprompt-engineeringroot-cause-analysis