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[13/N][RAG Demo fixes] [dev] aggregate metrics over all queries to review which dont work well #1203

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merged 3 commits into from
Feb 9, 2024

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@saqadri saqadri merged commit fa940c7 into main Feb 9, 2024
saqadri added a commit that referenced this pull request Feb 9, 2024
…1, generate_V2} (#1206)

[15/N][RAG Demo fixes] [dev] benchmarking {gpt3.5,gpt4} X {generate_V1,
generate_V2}

5 trials each. With GPT4, generate prompt v2 does slightly better on the
benchmark.

GPT3.5, V1
<img width="873" alt="v1-gpt3 5"
src="https://github.com/lastmile-ai/aiconfig/assets/148090348/22b40ef8-b015-4185-8fcd-00dee4e295f3">


GPT3.5, V2
<img width="862" alt="v2-gpt-3 5"
src="https://github.com/lastmile-ai/aiconfig/assets/148090348/73dca37d-c696-4d31-b604-febcfc89fbce">


GPT4, V1
<img width="879" alt="v1-gpt4"
src="https://github.com/lastmile-ai/aiconfig/assets/148090348/8b5b7f0c-cefb-4332-90fe-d26a2a0bbf2d">


GPT4, V2

<img width="870" alt="v2-gpt4"
src="https://github.com/lastmile-ai/aiconfig/assets/148090348/3a7f1825-a5ce-4c11-9c7e-04135b22b94a">

---
Stack created with [Sapling](https://sapling-scm.com). Best reviewed
with
[ReviewStack](https://reviewstack.dev/lastmile-ai/aiconfig/pull/1206).
* __->__ #1206
* #1204
* #1203
* #1202
* #1200
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