Generate drift and quality reports for ML and LLM pipelines with Evidently by agentskillexchange

Name: Generate drift and quality reports for ML and LLM pipelines with Evidently
Rating: 4.666666666666667 (3 reviews)
Author: agentskillexchange

File contents

Generate drift and quality reports for ML and LLM pipelines with Evidently

Produce repeatable drift and quality reports after data, model, or prompt changes so regressions are visible before rollout.

Prerequisites

Python 3.9+, pip, datasets or eval outputs for comparison

Installation

Use the upstream install or setup path that matches your environment:

pip install evidently
conda install -c conda-forge evidently
uv run --with evidently evidently ui --demo-projects all
pip install virtualenv

Requirements and caveats from upstream:

Evidently is an open-source Python library to evaluate, test, and monitor ML and LLM systems—from experiments to production.
🛠️ Python interface for custom metrics.
View interactive Reports in Python or export as JSON, Python dictionary, HTML, or view in monitoring UI.

Basic usage or getting-started notes:

||
||
To install Evidently using the Conda installer, run:
Source: https://github.com/evidentlyai/evidently
Extracted from upstream docs: https://raw.githubusercontent.com/evidentlyai/evidently/HEAD/README.md

Documentation

https://docs.evidentlyai.com/

Source

Agent Skill Exchange

Frequently asked questions

Generate drift and quality reports for ML and LLM pipelines with Evidently

File contents

Generate drift and quality reports for ML and LLM pipelines with Evidently

Prerequisites

Installation

Documentation

Source

Related skills

Frequently asked questions

How do I install the Generate drift and quality reports for ML and LLM pipelines with Evidently skill?

What does the Generate drift and quality reports for ML and LLM pipelines with Evidently skill do?

Is Generate drift and quality reports for ML and LLM pipelines with Evidently safe to use?

Which AI agents work with Generate drift and quality reports for ML and LLM pipelines with Evidently?

Is Generate drift and quality reports for ML and LLM pipelines with Evidently free to use?

Who published Generate drift and quality reports for ML and LLM pipelines with Evidently?