GraphCanon updated Sep 20, 2026 · GitHub synced Sep 20, 2026
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Decision brief
UpTrain, an open-source platform, evaluates and enhances Generative AI applications with preconfigured checks, root cause analysis, and actionable insights.
Good fit when
- - When you need to evaluate Generative AI applications across various use-cases including language models, code generation, and embeddings.
- - If your project requires automating the evaluation process with 20+ preconfigured checks designed for specific tasks like hallucination detection or jailbreak prevention.
Avoid when
- - When your application does not require extensive monitoring or do not need insights into improving Generative AI performance through root cause analysis.
- - If you prioritize a highly hands-off user experience without the capability to customize evaluation checks, consider using UpTrain's managed version instead of self-managing it.
- Hosting:
- self hosted - UpTrain can be installed on-premises using pip or accessed through a managed version.
Observed Jul 11, 2026 · Source: enrich:decision_facts
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Maintenance and security
Full trust report- Maintenance
- Dormant (762d since push)
- As of Sep 20, 2026
- Provenance
- Not a fork · Organization account
- As of Sep 20, 2026
- Security (OSV)
- No lockfile
- As of Jul 11, 2026
Public GitHub metadata and optional OSV scans. Signals, not a guarantee. Trust methodology.
Install
pip install uptrainHow it fits your stack(8)
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Evidence and technical details
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Overview
UpTrain offers preconfigured checks to evaluate various aspects of Generative AI such as language and code generation, embedding use-cases, and more. It provides insights into root cause analysis for failure cases.
Capability facts
- Deploy
- Self-host
Source: dockerfile:docker-compose.yml · Sep 20, 2026
- Docker
- Dockerfile present
Source: dockerfile:docker-compose.yml · Sep 20, 2026
- CLI
- CLI entrypoint
Source: pyproject.toml:[project.scripts] · Sep 20, 2026
- Languages
- python
Source: github.language+pyproject.toml · Sep 20, 2026
Categories
Compatibility
Sourced claims from the README excerpt - not unsourced marketing copy.
Tags
README
Install the package through pip: License 💻 This repo is published under Apache 2.0 license and we are committed to adding more functionalities to the UpTrain open source repo. We also have a managed version if you just want a more hands off experience. Please book a demo call he...
For agents
This page has a .md twin and JSON over the API.