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Add RAGAS evaluation framework integration #249

Closed
10 tasks done
Tracked by #6786
julian-risch opened this issue Jan 19, 2024 · 1 comment
Closed
10 tasks done
Tracked by #6786

Add RAGAS evaluation framework integration #249

julian-risch opened this issue Jan 19, 2024 · 1 comment
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integration:ragas new integration Discuss the creation of a new integration in Core P1

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@julian-risch
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julian-risch commented Jan 19, 2024

Summary and motivation

Integrate the RAGAS evaluation framework by implementing a new RAGASEvaluator component

Detailed design

Based on the proposal deepset-ai/haystack#6784 we need to implement an RAGASEvaluator component that is initialized with one metric and an OpenAI API key. Depending on the particular metric, the component expects for example question, answer and context as input and outputs a dictionary with the calculated score.

Checklist

If the request is accepted, ensure the following checklist is complete before closing this issue.

@julian-risch
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With the social media announcement, this issue is closed now: https://twitter.com/Haystack_AI/status/1760726816526925839

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Labels
integration:ragas new integration Discuss the creation of a new integration in Core P1
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