---
title: "uptrain"
type: "tool"
slug: "uptrain-ai-uptrain"
canonical_url: "https://www.graphcanon.com/tools/uptrain-ai-uptrain"
github_url: "https://github.com/uptrain-ai/uptrain"
homepage_url: "https://uptrain.ai/"
stars: 2354
forks: 202
primary_language: "Python"
license: "Apache-2.0"
categories: ["evaluation-observability"]
tags: ["autoevaluation", "llm-eval", "jailbreak-detection", "prompt-engineering", "hallucination-detection"]
updated_at: "2026-07-07T19:48:01.775525+00:00"
---

# uptrain

> Unified platform for evaluating and improving Generative AI applications.

UpTrain is an open-source tool designed to evaluate and enhance Generative AI applications. It offers automatic evaluations through 20+ preconfigured checks, root cause analysis for failures, and insights on how to improve performance.

## Facts

- Repository: https://github.com/uptrain-ai/uptrain
- Homepage: https://uptrain.ai/
- Stars: 2,354 · Forks: 202 · Open issues: 55 · Watchers: 18
- Primary language: Python
- License: Apache-2.0
- Last pushed: 2024-08-18T13:30:44+00:00

## Categories

- [Evaluation & Observability](/categories/evaluation-observability.md)

## Tags

autoevaluation, llm-eval, jailbreak-detection, prompt-engineering, hallucination-detection

## Related tools

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- [mlflow](/tools/mlflow-mlflow.md) - The open source AI engineering platform for agents, LLMs, and ML models (★ 26,923)
- [llm-action](/tools/liguodongiot-llm-action.md) - 分享大模型技术原理与实战经验，涵盖工程化和应用落地 (★ 24,670)
- [promptfoo](/tools/promptfoo-promptfoo.md) - Test your prompts, agents, and RAGs. Red teaming/pentesting/vulnerability scanning for AI. (★ 23,004)
- [vector](/tools/vectordotdev-vector.md) - A high-performance observability data pipeline (★ 22,152)

## README (excerpt)

```text
<h4 align="center">
  <a href="https://uptrain.ai">
   <img alt="Logo of UpTrain - an open-source platform to evaluate and improve LLM applications" src="https://github.com/uptrain-ai/uptrain/assets/108270398/b6a4905f-63fd-47ab-a894-1026a6669c86"/>
  </a>
</h4>

<p align="center">
    <a href="https://demo.uptrain.ai/evals_demo/">
        <img alt="Try out Evaluation" src="https://img.shields.io/badge/Try%20Evaluations-uptrain?logo=data%3Aimage%2Fpng%3Bbase64%2CiVBORw0KGgoAAAANSUhEUgAAAGQAAABkCAYAAABw4pVUAAAACXBIWXMAAAsTAAALEwEAmpwYAAAEl0lEQVR4nO2dS8gWVQCGPzMvZVmWXRZ2VwuxolpIq8BMzDAqyChLQnBjpC76iVbZQvorSgqjsILoBgWFQQbhohICVwVJEbgwMu1C%2FaaRpWZPHP4jfQ1zZuab%2Bc6ZMzPvA7M792eu5za9nhBCCCGEEEIIIYQQHQOYBFwDrAYe7six2tZ5Ui8WgMuBV4BDdJdDwMvA3DpFTAGeAI7V3RoRYdpiFJgcWsaZwKd11z5iPgbOCCVjKrCj7ho3gE%2FMXSSEkGfrrmmDeNq3jKuB4wXuo7uAPQUK%2FAPwOfAX7eQ4cKVPIW%2FnFOALYHZf%2BMXAmEPaqr5wM4FttJO3fMmYnnMmH%2BuX0RdvVUrYpxzp%2F0j7%2BNPUzYeQhTkZ73LEM2d%2FkhtKXoFNZaEPISM5me5xxLskJewtjrDbaCcjPoRsKpDx4pR4j6eE25oSbi5wmHayyYeQzQUyHrPPjJn2yjAy%2FnaEfR2YZz6ggFsLvpU1lc11CRHpSEhkSEhkSEhkSEhkSEiXhZhxkUU6WJQxRhRUyDtDz6yhmLaQkIiQkMiQkMiQkMiQkMiQkMiQkAAA5wArgPuAs3PC6rXXJ8BNwC993xYHgOszwkuIL4AldoJCkq8z4khIYBknmNFYIcAE4KpAfV3XAhNzynOxnUFzXkkZB1zLD6IXAlwKfElYdgPzHSfGi8A%2FNtyR5GyQAjIMj2TUN3ohn1EP3wAnJcpyvyPshgFkPG%2FENlKIY4JcSK4o2FiGN6vKaIKQ02pezHNBojxbKqSVKyN6ITbOq9TDBylluQ446ktGU4ScCjwH%2FEoYDtr1jqmrl4C7MybuVZLRCCExAtxZ8Fa6ZRAZNm0J8SRlYBk2XQnxIKWUDJumhFQBWAp8b0X8YTcDmFAhPQmpiv2CnzWM3RgkJDIkJDIkJADAMtu1Yp4Py3LC6hniE7tvSZIHMsJLiC%2BAJzOW7aWOuUhIeBknOMsRT1fIINge6DXAM8A9wMklZOx2fas0QghwEfBgoB3e1gNzMraU%2BipR9u3AtAFkmN7iGzPqGrcQu9eJ%2BQIOyRFgeUpZNmTsbTWtoIzbctooXiFmCBX4lnoYA05JlOe9jPB7q8pogpDzqZf5ifJsLJlOIRlNEDLZDhjVwdHkmxBwLvBdiXRuH6CN4hVi4zxEPYw6ymP2U9nnQ0YjhNh4dwDv2jca38dWYGXOVJ0iUgaW0RghMQLM6RsHGYoMm66ElMVxpZSWYdOUkCqY%2Bb3AS3a66%2FtmbnDF9CQkJiQkMiQkMiSk40LMnxDS%2BHDomTUU0xaDfKhWzWxdRsdc6blMbYHx6USuD861PjK8GTdLex2H8ckQLpb4%2Bk3F744MTafdrF5HYXyi3d6Mv%2B%2F4%2BW0F8EbGWWAu1%2BVpw6It%2F%2B%2FWXcD%2BjHZ5zXcfUN6il9%2BAnYE6E7fXeOwsMLxgRi8v8yYkY66SSGejVxlWyESzZMxRAPEfH%2BWtmR%2BmlOkt%2FpPBMDAn7OlBZCSulMcKLCfuEoeBR5Nr5EOLuRB4AfiZ7vKTXSD6v6XYtWKvmAXAvfbnL6MtP0ZsXRcEe1YIIYQQQgghhBBCCNGLh38BZfHpULZhNcAAAAAASUVORK5CYII%3D&labelColor=CC766E&color=6A6A6A">
    </a>
    <a href="https://docs.uptrain.ai/getting-started/quickstart">
        <img alt="Read Docs" src="https://img.shields.io/badge/Read%20Docs-uptrain?logo=data%3Aimage%2Fpng%3Bbase64%2CiVBORw0KGgoAAAANSUhEUgAAAGQAAABkCAYAAABw4pVUAAAACXBIWXMAAAsTAAALEwEAmpwYAAAC%2FklEQVR4nO3dO2sUURiH8SPipVAhKngJWggKolZ%2BAEGQIFiaL2CICNoLBmJAsBAbKxEREcTAYq%2BFYKGx8orxFkmhEltNY6P4yIEjs5FlJ4k7s%2B975v%2BD6ZJhD0%2FenZnsMhOCiIiIiIhIQwFbgFHgCjAJtPq83QF2hqYBNgNXgZ%2FYMwvsCE0B7E2LtuwjMBga8hb1CR9mso8C3MWXGWB7yBFwAPiNP2%2FjZIfcABfw6z2wLeQEuIdv74CtIRfA85IFv%2BnDdceTJUZ5FU%2FZQw6A6ZLFTvThNQ2zdC%2BBTcG7jIJEL9xHySzI3ygbg1cZBiEdF31GyTRI9AwYCN5kHIR0trYheJJ5kGgKWB%2B8aECQ6HHfogBHgJvpX%2BlPF%2FHzTQgSnat7EYPAAxaaXsTvNSXIRJ0L2APMdXgRClJ3kHgWAXygMwXpQ5Bu%2Fz73GmQAOLjEbbbv6wBWA99zC7IcJtaRzqi6UZCag5ymOwWpOcg43SlIzUEm6E5BCgrSxIO6JiRRkIXfBz5b8TYSSihIAuyjej6OhRbeslAQBelEE5JoQtroLaugCUk0IW00IQVNSALsip%2FdV7y1QgkFMUZBjFEQYxTEGAVJdNrbRqe9BU1IoglpowkpaEISTUgbTUhBE5JoQtpoQgqakIXfvh%2BueBsKJRTEGAUxRkGMURBjFMQYBTFGQYzJKcjrkn20arjO6MX2uWQd416CPKQZTnkJco1mOOwlyDHy9w1Y5SXIykUcR7w7X3mMXgVJ%2Bzlk9IkIvboD9jpXQdK%2BRoBf5OULsLvaChUFSfsbcvSUhDL3a78Nea%2BDpH2uBU6mW5DPOZqaH%2Bn5IjdqOaOqK4j8BwUxRkGMURBjFMQYBTFGQYxREGPi3ZpLrkPmDTw2tbWM7UzwCDhBni4Fj4D95Ol48Co9RS0n864eL%2FGv%2BNdEXsaCd8B18jAFrAnexUWkB9F79iibh0NGwApgFPiKv2PGWLyPfchRmpajwEXgloFrilaH7TZwOX3BrZ7Pu0VERERERIJ9fwBA%2FZMtFhwT0AAAAABJRU5ErkJggg%3D%3D&labelColor=976DA5&color=6A6A6A">
    </a>
    </a>
    <a href="https://join.slack.com/t/uptraincommunity/shared_invite/zt-1yih3aojn-CEoR_gAh6PDSknhFmuaJeg">
        <img alt="Slack Community" src="https://img.shields.io/badge/Slack%20Community-uptrain?logo=data%3Aimage%2Fpng%3Bbase64%2CiVBORw0KGgoAAAANSUhEUgAAAGQAAABkCAYAAABw4pVUAAAACXBIWXMAAAsTAAALEwEAmpwYAAADFklEQVR4nO2cPW4TURSFLa
```

---

**Machine-readable endpoints**

- JSON: [`/api/graphcanon/tools/uptrain-ai-uptrain`](/api/graphcanon/tools/uptrain-ai-uptrain)
- LLM index: [/llms.txt](/llms.txt)
- Full corpus: [/llms-full.txt](/llms-full.txt)

_GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_