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@rishimo rishimo commented Oct 29, 2024

:)

Changing prompt to rhyme,
LLM now speaks in haiku,
Poetry through code.

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rishimo commented Oct 29, 2024

/evaluate

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Starting evaluation! Check the Actions tab for progress, or wait for a comment with the results.

@rishimo rishimo changed the title Update answer.txt [feat] Teach the LLM to Speak in Haiku Oct 29, 2024
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Evaluation results

metric stat baseline pr33
gpt_groundedness mean_rating 5.0 3.2
pass_rate 1.0 0.55
gpt_relevance mean_rating 4.95 2.75
pass_rate 1.0 0.2
f1_score mean 0.43 0.12
answer_length mean 609.1 81.45
latency mean 2.67 1.27
citations_matched mean 0.63 0.18

Check the workflow run for more details.

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Beautiful, now you just need a is-haiku-evaluator!

For your reference, here are my slides:
https://speakerdeck.com/pamelafox/github-universe-evaluating-rag-apps-in-github-actions

And the main repo this was based on:
https://github.com/pamelafox/rag-postgres-openai-python/
with evaluation guide here:
https://github.com/Azure-Samples/rag-postgres-openai-python/blob/main/docs/evaluation.md

To evaluate on Azure,
Azure AI Eval SDK docs are here:
https://learn.microsoft.com/en-us/azure/ai-studio/how-to/develop/evaluate-sdk
And if you're interested in the Azure AI CI/CD private preview, sign up here:
https://aka.ms/genAI-CI-CD-private-preview

@pamelafox pamelafox closed this Oct 31, 2024
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2 participants