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.

Date Created 2022-11-07 (2 years ago)

Commits 770 (last one 4 months ago)

Stargazers 2,221 (6 this week)

Watchers 21 (0 this week)

Forks 193

License apache-2.0

Ranking

RepositoryStats indexes 594,458 repositories, of these uptrain-ai/uptrain is ranked #23,209 (96th percentile) for total stargazers, and #105,839 for total watchers. Github reports the primary language for this repository as Python, for repositories using this language it is ranked #3,551/118,961.

uptrain-ai/uptrain is also tagged with popular topics, for these it's ranked: machine-learning (#719/8043), monitoring (#153/1194), prompt-engineering (#39/288), llmops (#36/169)

Other Information

uptrain-ai/uptrain has 8 open pull requests on Github, 522 pull requests have been merged over the lifetime of the repository.

Github issues are enabled, there are 42 open issues and 106 closed issues.

There have been 54 releases, the latest one was published on 2024-05-14 (7 months ago) with the name v0.7.1.

Homepage URL: https://uptrain.ai/

All Topics

llmops llm-eval llm-test evaluation monitoring openai-evals llm-prompting autoevaluation experimentation machine-learning prompt-engineering jailbreak-detection root-cause-analysis hallucination-detection

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Recent Commit History

770 commits on the default branch (main) since jan '22

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Languages

The primary language is Python but there's also others...

updated: 2024-12-17 @ 08:26pm, id: 562754304 / R_kgDOIYrzAA