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Has TaskWeaver been compared with data-interpreter in solving data science problems? #433

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CoderYiFei opened this issue Oct 21, 2024 · 1 comment

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@CoderYiFei
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data-interpreter
code: https://github.com/geekan/MetaGPT
arxiv: https://arxiv.org/abs/2402.18679

@CoderYiFei CoderYiFei changed the title has TaskWeaver been compared with data-interpreter in data science problems? Has TaskWeaver been compared with data-interpreter in data science problems? Oct 21, 2024
@CoderYiFei CoderYiFei changed the title Has TaskWeaver been compared with data-interpreter in data science problems? Has TaskWeaver been compared with data-interpreter in solving data science problems? Oct 21, 2024
@liqul
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liqul commented Oct 23, 2024

I believe you have already read the paper from the link. However, comparing two frameworks is tricky because you can actually customize a framework to make it work better for a specific scenario, e.g., tuning the prompt or adding more examples. Personally, I think a good comparison would be fixing most moving parts and only varying a single mechanism of your interest, which however is hard between two complex frameworks as there are too many differences.

Anyway, I consider any agent frameworks as existing building block to help build your own application. So, the key is how much effort that can be saved by adopting the framework.

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