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Track costs for streaming with Cohere #218

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brenkao opened this issue May 7, 2024 · 3 comments
Open

Track costs for streaming with Cohere #218

brenkao opened this issue May 7, 2024 · 3 comments
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Feature Request New feature or request good first issue Good for newcomers
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@brenkao
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brenkao commented May 7, 2024

Is your feature request related to a problem? Please describe.
Many providers are starting to add usage to streaming. This makes it much easier for Mirascope to calculate cost.

Describe the solution you'd like
Add a total_cost property to CohereCallResponseChunk. Read the "event_type": "stream-end" sent by Cohere API and calculate cost using

"token_count": {
    "prompt_tokens": ...,
    "response_tokens": ...,
    "total_tokens": ...,
    "billed_tokens": ...,
}

Update https://github.com/Mirascope/mirascope/blob/dev/mirascope/cohere/utils.py as necessary.

@brenkao brenkao added Feature Request New feature or request good first issue Good for newcomers labels May 7, 2024
@willbakst willbakst changed the title Cost tracking for streaming Cohere Feature Request: Track costs for streaming with Cohere May 8, 2024
@willbakst
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willbakst commented May 8, 2024

See #214 since these are related.

Namely: #214 (comment)

@willbakst willbakst changed the title Feature Request: Track costs for streaming with Cohere [FEATURE REQUEST] Track costs for streaming with Cohere May 8, 2024
@willbakst willbakst changed the title [FEATURE REQUEST] Track costs for streaming with Cohere Track costs for streaming with Cohere May 10, 2024
@tvj15
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tvj15 commented May 31, 2024

Is your feature request related to a problem? Please describe. Many providers are starting to add usage to streaming. This makes it much easier for Mirascope to calculate cost.

Describe the solution you'd like Add a total_cost property to CohereCallResponseChunk. Read the "event_type": "stream-end" sent by Cohere API and calculate cost using

"token_count": {
    "prompt_tokens": ...,
    "response_tokens": ...,
    "total_tokens": ...,
    "billed_tokens": ...,
}

Update https://github.com/Mirascope/mirascope/blob/dev/mirascope/cohere/utils.py as necessary.

I am working on this but the problem I am facing is that event returned by co.chat_stream() is of type StreamedChatResponse and it's response property is of type NonStreamedChatResponse which does not have token_count property in it. I am not sure how do I access the token_count here.

@willbakst
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Doesn't the NonStreamedChatResponse type have response.meta.billed_units, which return ApiMetaBilledUnits from which we should be able to grab the same usage statistics that we do for the normal response? We can likely massage that data into the form we need to calculate cost, right?

@willbakst willbakst added this to the v0.16 milestone Jun 1, 2024
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