Score RAG answer quality and retrieval quality before rollout with Ragas by agentskillexchange

Name: Score RAG answer quality and retrieval quality before rollout with Ragas
Rating: 4.2 (5 reviews)
Author: agentskillexchange

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Score RAG answer quality and retrieval quality before rollout with Ragas

Measure whether a RAG change actually improved answers and retrieval, instead of guessing from a few spot checks.

Python environment, Ragas package, model provider credentials, evaluation dataset or testset generation inputs, access to the target RAG workflow

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

Requirements and caveats from upstream:

Basic usage or getting-started notes:

Quick start |
Clone a Complete Example Project
ragas comes with pre-built metrics for common evaluation tasks. For example, Aspect Critique evaluates any aspect of your output using DiscreteMetric:
Source: https://github.com/vibrantlabsai/ragas
Extracted from upstream docs: https://raw.githubusercontent.com/vibrantlabsai/ragas/HEAD/README.md

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