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Root Cause Analysis Python Packages

Python packages with the GitHub topic root-cause-analysis. Sorted by relevance, with stars and monthly downloads.
insanalamin
sekejap

A graph-first, embedded multi-model database engine

19K 5 0
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.

3K 2K 202
baselinrhq
baselinr

Modern data profiling and drift detection framework

617 3 1
phamquiluan
fse-baro

BARO: Robust Root Cause Analysis for Microservices via Multivariate Bayesian Online Change Point Detection

526 59 11
Tracer-Cloud
opensre

Build your own AI SRE agents. The open source toolkit for the AI era.

490 5K 680
kevinsbello
iscan-dag

A Python 3 package for identifying distribution shifts (a.k.a feature-shifts) between datasets. Official implementation of the paper: "iSCAN: Identifying Causal Mechanism Shifts among Nonlinear Additive Noise Models".

213 5 2
VishApp
multiagent-debugger

Multi-Agent Debugger: An AI-powered debugging system using CrewAI to orchestrate specialized agents that analyze logs, trace code, and uncover root causes across your stack — powered by LLM providers.

174 36 5
uptrain-ai
vellum-uptrain-fork

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.

76 2K 202
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