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[bot] Cohere: Audio Transcription API (client.audio.transcriptions.create()) not instrumented #327

Closed
Feature
#333
Closed
[bot] Cohere: Audio Transcription API (client.audio.transcriptions.create()) not instrumented#327
Feature
#333
Assignees
AbhiPrasad
Labels
bot-automationintegration: cohere

Description

@braintrust-bot
braintrust-bot
bot
opened on Apr 20, 2026

Summary

The Cohere Audio Transcription API (client.audio.transcriptions.create()) is not instrumented. Calls to this endpoint produce zero Braintrust tracing. This is a speech-to-text inference endpoint that runs the cohere-transcribe-03-2026 ASR model (2B parameter Conformer architecture) on audio files and returns transcribed text.

The Braintrust Cohere integration currently instruments chat, chat_stream, embed, and rerank (V1 and V2), but has no handling for the audio transcription surface introduced in Cohere SDK v6.1.0.

What is missing

Cohere ResourceMethodInstrumented?
client.chat() / client.v2.chat()sync + asyncYes
client.chat_stream() / client.v2.chat_stream()sync + asyncYes
client.embed() / client.v2.embed()sync + asyncYes
client.rerank() / client.v2.rerank()sync + asyncYes
client.audio.transcriptions.create()syncNo
client.audio.transcriptions.create() (async)asyncNo

API details

  • Endpoint: POST /v2/audio/transcriptions
  • Model: cohere-transcribe-03-2026
  • Supported formats: FLAC, MP3, MPEG, MPGA, OGG, WAV (25MB max)
  • Languages: 14 languages (English, German, French, Italian, Spanish, Portuguese, Greek, Dutch, Polish, Arabic, Vietnamese, Chinese, Japanese, Korean)
  • Parameters: model, language (ISO-639-1), file, temperature
  • Return type: AudioTranscriptionsCreateResponse
  • SDK: Both TranscriptionsClient.create() and AsyncTranscriptionsClient.create() exist in the cohere package at src/cohere/audio/transcriptions/client.py

Minimum instrumentation

At minimum, both sync and async create() methods should create spans capturing:

  • Input: file metadata (name, size, format), language, model
  • Output: transcribed text
  • Metadata: provider: "cohere", model, language, temperature
  • Metrics: latency

Precedent in this repo

Several other integrations instrument equivalent audio transcription endpoints:

  • OpenAI: AudioTranscriptionsPatcher in py/src/braintrust/integrations/openai/patchers.py
  • Mistral: TranscriptionsPatcher in py/src/braintrust/integrations/mistral/patchers.py
  • LiteLLM: LiteLLMTranscriptionPatcher in py/src/braintrust/integrations/litellm/patchers.py

Braintrust docs status

not_found — Cohere is not listed on the Braintrust integrations page. There is no dedicated Cohere integration docs page.

Upstream sources

Local files inspected

  • py/src/braintrust/integrations/cohere/patchers.py — defines patchers for Chat, ChatStream, Embed, Rerank (V1 and V2 variants); zero references to audio, transcription, or transcribe
  • py/src/braintrust/integrations/cohere/tracing.py — wrapper functions for chat, embed, rerank; no audio/transcription wrappers
  • py/src/braintrust/integrations/cohere/integration.py — integration class registers chat/embed/rerank patchers; no TranscriptionPatcher
  • py/src/braintrust/integrations/cohere/test_cohere.py — no audio/transcription test cases
  • py/pyproject.toml — Cohere version matrix: latest pinned to cohere==6.1.0, older pin at 5.0.0

Metadata

Metadata

Assignees

Labels

bot-automationintegration: cohere

Type

Feature

Projects

No projects

    Milestone

    No milestone

    Relationships

    None yet

    Development

    No branches or pull requests

    Issue actions

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[bot] Cohere: Audio Transcription API (`client.audio.transcriptions.create()`) not instrumented · Issue #327 · braintrustdata/braintrust-sdk-python · GitHub
    Skip to content
    [bot] Cohere: Audio Transcription API (client.audio.transcriptions.create()) not instrumented #327
    Closed
    Feature
    #333
    Closed
    [bot] Cohere: Audio Transcription API (client.audio.transcriptions.create()) not instrumented#327
    Feature
    #333
    Assignees
    AbhiPrasad
    Labels
    bot-automationintegration: cohere
    Description
    @braintrust-bot
    braintrust-bot
    bot
    opened on Apr 20, 2026
    Summary
    The Cohere Audio Transcription API (client.audio.transcriptions.create()) is not instrumented. Calls to this endpoint produce zero Braintrust tracing. This is a speech-to-text inference endpoint that runs the cohere-transcribe-03-2026 ASR model (2B parameter Conformer architecture) on audio files and returns transcribed text.
    The Braintrust Cohere integration currently instruments chat, chat_stream, embed, and rerank (V1 and V2), but has no handling for the audio transcription surface introduced in Cohere SDK v6.1.0.
    What is missing
    Cohere ResourceMethodInstrumented?
    client.chat() / client.v2.chat()sync + asyncYes
    client.chat_stream() / client.v2.chat_stream()sync + asyncYes
    client.embed() / client.v2.embed()sync + asyncYes
    client.rerank() / client.v2.rerank()sync + asyncYes
    client.audio.transcriptions.create()syncNo
    client.audio.transcriptions.create() (async)asyncNo
    API details
    • Endpoint: POST /v2/audio/transcriptions
    • Model: cohere-transcribe-03-2026
    • Supported formats: FLAC, MP3, MPEG, MPGA, OGG, WAV (25MB max)
    • Languages: 14 languages (English, German, French, Italian, Spanish, Portuguese, Greek, Dutch, Polish, Arabic, Vietnamese, Chinese, Japanese, Korean)
    • Parameters: model, language (ISO-639-1), file, temperature
    • Return type: AudioTranscriptionsCreateResponse
    • SDK: Both TranscriptionsClient.create() and AsyncTranscriptionsClient.create() exist in the cohere package at src/cohere/audio/transcriptions/client.py
    Minimum instrumentation
    At minimum, both sync and async create() methods should create spans capturing:
    • Input: file metadata (name, size, format), language, model
    • Output: transcribed text
    • Metadata: provider: "cohere", model, language, temperature
    • Metrics: latency
    Precedent in this repo
    Several other integrations instrument equivalent audio transcription endpoints:
    • OpenAI: AudioTranscriptionsPatcher in py/src/braintrust/integrations/openai/patchers.py
    • Mistral: TranscriptionsPatcher in py/src/braintrust/integrations/mistral/patchers.py
    • LiteLLM: LiteLLMTranscriptionPatcher in py/src/braintrust/integrations/litellm/patchers.py
    Braintrust docs status
    not_found — Cohere is not listed on the Braintrust integrations page. There is no dedicated Cohere integration docs page.
    Upstream sources
    Local files inspected
    • py/src/braintrust/integrations/cohere/patchers.py — defines patchers for Chat, ChatStream, Embed, Rerank (V1 and V2 variants); zero references to audio, transcription, or transcribe
    • py/src/braintrust/integrations/cohere/tracing.py — wrapper functions for chat, embed, rerank; no audio/transcription wrappers
    • py/src/braintrust/integrations/cohere/integration.py — integration class registers chat/embed/rerank patchers; no TranscriptionPatcher
    • py/src/braintrust/integrations/cohere/test_cohere.py — no audio/transcription test cases
    • py/pyproject.toml — Cohere version matrix: latest pinned to cohere==6.1.0, older pin at 5.0.0
    Metadata
    Metadata
    Assignees
    Labels
    bot-automationintegration: cohere
    Type
    Feature
    Projects
    No projects
      Milestone
      No milestone
      Relationships
      None yet
      Development
      No branches or pull requests
      Issue actions
      
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[bot] Cohere: Audio Transcription API (`client.audio.transcriptions.create()`) not instrumented · Issue #327 · braintrustdata/braintrust-sdk-python · GitHub
      Skip to content
      [bot] Cohere: Audio Transcription API (client.audio.transcriptions.create()) not instrumented #327
      Closed
      Feature
      #333
      Closed
      [bot] Cohere: Audio Transcription API (client.audio.transcriptions.create()) not instrumented#327
      Feature
      #333
      Assignees
      AbhiPrasad
      Labels
      bot-automationintegration: cohere
      Description
      @braintrust-bot
      braintrust-bot
      bot
      opened on Apr 20, 2026
      Summary
      The Cohere Audio Transcription API (client.audio.transcriptions.create()) is not instrumented. Calls to this endpoint produce zero Braintrust tracing. This is a speech-to-text inference endpoint that runs the cohere-transcribe-03-2026 ASR model (2B parameter Conformer architecture) on audio files and returns transcribed text.
      The Braintrust Cohere integration currently instruments chat, chat_stream, embed, and rerank (V1 and V2), but has no handling for the audio transcription surface introduced in Cohere SDK v6.1.0.
      What is missing
      Cohere ResourceMethodInstrumented?
      client.chat() / client.v2.chat()sync + asyncYes
      client.chat_stream() / client.v2.chat_stream()sync + asyncYes
      client.embed() / client.v2.embed()sync + asyncYes
      client.rerank() / client.v2.rerank()sync + asyncYes
      client.audio.transcriptions.create()syncNo
      client.audio.transcriptions.create() (async)asyncNo
      API details
      • Endpoint: POST /v2/audio/transcriptions
      • Model: cohere-transcribe-03-2026
      • Supported formats: FLAC, MP3, MPEG, MPGA, OGG, WAV (25MB max)
      • Languages: 14 languages (English, German, French, Italian, Spanish, Portuguese, Greek, Dutch, Polish, Arabic, Vietnamese, Chinese, Japanese, Korean)
      • Parameters: model, language (ISO-639-1), file, temperature
      • Return type: AudioTranscriptionsCreateResponse
      • SDK: Both TranscriptionsClient.create() and AsyncTranscriptionsClient.create() exist in the cohere package at src/cohere/audio/transcriptions/client.py
      Minimum instrumentation
      At minimum, both sync and async create() methods should create spans capturing:
      • Input: file metadata (name, size, format), language, model
      • Output: transcribed text
      • Metadata: provider: "cohere", model, language, temperature
      • Metrics: latency
      Precedent in this repo
      Several other integrations instrument equivalent audio transcription endpoints:
      • OpenAI: AudioTranscriptionsPatcher in py/src/braintrust/integrations/openai/patchers.py
      • Mistral: TranscriptionsPatcher in py/src/braintrust/integrations/mistral/patchers.py
      • LiteLLM: LiteLLMTranscriptionPatcher in py/src/braintrust/integrations/litellm/patchers.py
      Braintrust docs status
      not_found — Cohere is not listed on the Braintrust integrations page. There is no dedicated Cohere integration docs page.
      Upstream sources
      Local files inspected
      • py/src/braintrust/integrations/cohere/patchers.py — defines patchers for Chat, ChatStream, Embed, Rerank (V1 and V2 variants); zero references to audio, transcription, or transcribe
      • py/src/braintrust/integrations/cohere/tracing.py — wrapper functions for chat, embed, rerank; no audio/transcription wrappers
      • py/src/braintrust/integrations/cohere/integration.py — integration class registers chat/embed/rerank patchers; no TranscriptionPatcher
      • py/src/braintrust/integrations/cohere/test_cohere.py — no audio/transcription test cases
      • py/pyproject.toml — Cohere version matrix: latest pinned to cohere==6.1.0, older pin at 5.0.0
      Metadata
      Metadata
      Assignees
      Labels
      bot-automationintegration: cohere
      Type
      Feature
      Projects
      No projects
        Milestone
        No milestone
        Relationships
        None yet
        Development
        No branches or pull requests
        Issue actions
        
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var __m = "*";
var __re = new RegExp('^' + ".*" + '
[bot] Cohere: Audio Transcription API (`client.audio.transcriptions.create()`) not instrumented · Issue #327 · braintrustdata/braintrust-sdk-python · GitHub
        Skip to content
        [bot] Cohere: Audio Transcription API (client.audio.transcriptions.create()) not instrumented #327
        Closed
        Feature
        #333
        Closed
        [bot] Cohere: Audio Transcription API (client.audio.transcriptions.create()) not instrumented#327
        Feature
        #333
        Assignees
        AbhiPrasad
        Labels
        bot-automationintegration: cohere
        Description
        @braintrust-bot
        braintrust-bot
        bot
        opened on Apr 20, 2026
        Summary
        The Cohere Audio Transcription API (client.audio.transcriptions.create()) is not instrumented. Calls to this endpoint produce zero Braintrust tracing. This is a speech-to-text inference endpoint that runs the cohere-transcribe-03-2026 ASR model (2B parameter Conformer architecture) on audio files and returns transcribed text.
        The Braintrust Cohere integration currently instruments chat, chat_stream, embed, and rerank (V1 and V2), but has no handling for the audio transcription surface introduced in Cohere SDK v6.1.0.
        What is missing
        Cohere ResourceMethodInstrumented?
        client.chat() / client.v2.chat()sync + asyncYes
        client.chat_stream() / client.v2.chat_stream()sync + asyncYes
        client.embed() / client.v2.embed()sync + asyncYes
        client.rerank() / client.v2.rerank()sync + asyncYes
        client.audio.transcriptions.create()syncNo
        client.audio.transcriptions.create() (async)asyncNo
        API details
        • Endpoint: POST /v2/audio/transcriptions
        • Model: cohere-transcribe-03-2026
        • Supported formats: FLAC, MP3, MPEG, MPGA, OGG, WAV (25MB max)
        • Languages: 14 languages (English, German, French, Italian, Spanish, Portuguese, Greek, Dutch, Polish, Arabic, Vietnamese, Chinese, Japanese, Korean)
        • Parameters: model, language (ISO-639-1), file, temperature
        • Return type: AudioTranscriptionsCreateResponse
        • SDK: Both TranscriptionsClient.create() and AsyncTranscriptionsClient.create() exist in the cohere package at src/cohere/audio/transcriptions/client.py
        Minimum instrumentation
        At minimum, both sync and async create() methods should create spans capturing:
        • Input: file metadata (name, size, format), language, model
        • Output: transcribed text
        • Metadata: provider: "cohere", model, language, temperature
        • Metrics: latency
        Precedent in this repo
        Several other integrations instrument equivalent audio transcription endpoints:
        • OpenAI: AudioTranscriptionsPatcher in py/src/braintrust/integrations/openai/patchers.py
        • Mistral: TranscriptionsPatcher in py/src/braintrust/integrations/mistral/patchers.py
        • LiteLLM: LiteLLMTranscriptionPatcher in py/src/braintrust/integrations/litellm/patchers.py
        Braintrust docs status
        not_found — Cohere is not listed on the Braintrust integrations page. There is no dedicated Cohere integration docs page.
        Upstream sources
        Local files inspected
        • py/src/braintrust/integrations/cohere/patchers.py — defines patchers for Chat, ChatStream, Embed, Rerank (V1 and V2 variants); zero references to audio, transcription, or transcribe
        • py/src/braintrust/integrations/cohere/tracing.py — wrapper functions for chat, embed, rerank; no audio/transcription wrappers
        • py/src/braintrust/integrations/cohere/integration.py — integration class registers chat/embed/rerank patchers; no TranscriptionPatcher
        • py/src/braintrust/integrations/cohere/test_cohere.py — no audio/transcription test cases
        • py/pyproject.toml — Cohere version matrix: latest pinned to cohere==6.1.0, older pin at 5.0.0
        Metadata
        Metadata
        Assignees
        Labels
        bot-automationintegration: cohere
        Type
        Feature
        Projects
        No projects
          Milestone
          No milestone
          Relationships
          None yet
          Development
          No branches or pull requests
          Issue actions
          
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[bot] Cohere: Audio Transcription API (`client.audio.transcriptions.create()`) not instrumented · Issue #327 · braintrustdata/braintrust-sdk-python · GitHub
          Skip to content
          [bot] Cohere: Audio Transcription API (client.audio.transcriptions.create()) not instrumented #327
          Closed
          Feature
          #333
          Closed
          [bot] Cohere: Audio Transcription API (client.audio.transcriptions.create()) not instrumented#327
          Feature
          #333
          Assignees
          AbhiPrasad
          Labels
          bot-automationintegration: cohere
          Description
          @braintrust-bot
          braintrust-bot
          bot
          opened on Apr 20, 2026
          Summary
          The Cohere Audio Transcription API (client.audio.transcriptions.create()) is not instrumented. Calls to this endpoint produce zero Braintrust tracing. This is a speech-to-text inference endpoint that runs the cohere-transcribe-03-2026 ASR model (2B parameter Conformer architecture) on audio files and returns transcribed text.
          The Braintrust Cohere integration currently instruments chat, chat_stream, embed, and rerank (V1 and V2), but has no handling for the audio transcription surface introduced in Cohere SDK v6.1.0.
          What is missing
          Cohere ResourceMethodInstrumented?
          client.chat() / client.v2.chat()sync + asyncYes
          client.chat_stream() / client.v2.chat_stream()sync + asyncYes
          client.embed() / client.v2.embed()sync + asyncYes
          client.rerank() / client.v2.rerank()sync + asyncYes
          client.audio.transcriptions.create()syncNo
          client.audio.transcriptions.create() (async)asyncNo
          API details
          • Endpoint: POST /v2/audio/transcriptions
          • Model: cohere-transcribe-03-2026
          • Supported formats: FLAC, MP3, MPEG, MPGA, OGG, WAV (25MB max)
          • Languages: 14 languages (English, German, French, Italian, Spanish, Portuguese, Greek, Dutch, Polish, Arabic, Vietnamese, Chinese, Japanese, Korean)
          • Parameters: model, language (ISO-639-1), file, temperature
          • Return type: AudioTranscriptionsCreateResponse
          • SDK: Both TranscriptionsClient.create() and AsyncTranscriptionsClient.create() exist in the cohere package at src/cohere/audio/transcriptions/client.py
          Minimum instrumentation
          At minimum, both sync and async create() methods should create spans capturing:
          • Input: file metadata (name, size, format), language, model
          • Output: transcribed text
          • Metadata: provider: "cohere", model, language, temperature
          • Metrics: latency
          Precedent in this repo
          Several other integrations instrument equivalent audio transcription endpoints:
          • OpenAI: AudioTranscriptionsPatcher in py/src/braintrust/integrations/openai/patchers.py
          • Mistral: TranscriptionsPatcher in py/src/braintrust/integrations/mistral/patchers.py
          • LiteLLM: LiteLLMTranscriptionPatcher in py/src/braintrust/integrations/litellm/patchers.py
          Braintrust docs status
          not_found — Cohere is not listed on the Braintrust integrations page. There is no dedicated Cohere integration docs page.
          Upstream sources
          Local files inspected
          • py/src/braintrust/integrations/cohere/patchers.py — defines patchers for Chat, ChatStream, Embed, Rerank (V1 and V2 variants); zero references to audio, transcription, or transcribe
          • py/src/braintrust/integrations/cohere/tracing.py — wrapper functions for chat, embed, rerank; no audio/transcription wrappers
          • py/src/braintrust/integrations/cohere/integration.py — integration class registers chat/embed/rerank patchers; no TranscriptionPatcher
          • py/src/braintrust/integrations/cohere/test_cohere.py — no audio/transcription test cases
          • py/pyproject.toml — Cohere version matrix: latest pinned to cohere==6.1.0, older pin at 5.0.0
          Metadata
          Metadata
          Assignees
          Labels
          bot-automationintegration: cohere
          Type
          Feature
          Projects
          No projects
            Milestone
            No milestone
            Relationships
            None yet
            Development
            No branches or pull requests
            Issue actions
            
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[bot] Cohere: Audio Transcription API (`client.audio.transcriptions.create()`) not instrumented · Issue #327 · braintrustdata/braintrust-sdk-python · GitHub
            Skip to content
            [bot] Cohere: Audio Transcription API (client.audio.transcriptions.create()) not instrumented #327
            Closed
            Feature
            #333
            Closed
            [bot] Cohere: Audio Transcription API (client.audio.transcriptions.create()) not instrumented#327
            Feature
            #333
            Assignees
            AbhiPrasad
            Labels
            bot-automationintegration: cohere
            Description
            @braintrust-bot
            braintrust-bot
            bot
            opened on Apr 20, 2026
            Summary
            The Cohere Audio Transcription API (client.audio.transcriptions.create()) is not instrumented. Calls to this endpoint produce zero Braintrust tracing. This is a speech-to-text inference endpoint that runs the cohere-transcribe-03-2026 ASR model (2B parameter Conformer architecture) on audio files and returns transcribed text.
            The Braintrust Cohere integration currently instruments chat, chat_stream, embed, and rerank (V1 and V2), but has no handling for the audio transcription surface introduced in Cohere SDK v6.1.0.
            What is missing
            Cohere ResourceMethodInstrumented?
            client.chat() / client.v2.chat()sync + asyncYes
            client.chat_stream() / client.v2.chat_stream()sync + asyncYes
            client.embed() / client.v2.embed()sync + asyncYes
            client.rerank() / client.v2.rerank()sync + asyncYes
            client.audio.transcriptions.create()syncNo
            client.audio.transcriptions.create() (async)asyncNo
            API details
            • Endpoint: POST /v2/audio/transcriptions
            • Model: cohere-transcribe-03-2026
            • Supported formats: FLAC, MP3, MPEG, MPGA, OGG, WAV (25MB max)
            • Languages: 14 languages (English, German, French, Italian, Spanish, Portuguese, Greek, Dutch, Polish, Arabic, Vietnamese, Chinese, Japanese, Korean)
            • Parameters: model, language (ISO-639-1), file, temperature
            • Return type: AudioTranscriptionsCreateResponse
            • SDK: Both TranscriptionsClient.create() and AsyncTranscriptionsClient.create() exist in the cohere package at src/cohere/audio/transcriptions/client.py
            Minimum instrumentation
            At minimum, both sync and async create() methods should create spans capturing:
            • Input: file metadata (name, size, format), language, model
            • Output: transcribed text
            • Metadata: provider: "cohere", model, language, temperature
            • Metrics: latency
            Precedent in this repo
            Several other integrations instrument equivalent audio transcription endpoints:
            • OpenAI: AudioTranscriptionsPatcher in py/src/braintrust/integrations/openai/patchers.py
            • Mistral: TranscriptionsPatcher in py/src/braintrust/integrations/mistral/patchers.py
            • LiteLLM: LiteLLMTranscriptionPatcher in py/src/braintrust/integrations/litellm/patchers.py
            Braintrust docs status
            not_found — Cohere is not listed on the Braintrust integrations page. There is no dedicated Cohere integration docs page.
            Upstream sources
            Local files inspected
            • py/src/braintrust/integrations/cohere/patchers.py — defines patchers for Chat, ChatStream, Embed, Rerank (V1 and V2 variants); zero references to audio, transcription, or transcribe
            • py/src/braintrust/integrations/cohere/tracing.py — wrapper functions for chat, embed, rerank; no audio/transcription wrappers
            • py/src/braintrust/integrations/cohere/integration.py — integration class registers chat/embed/rerank patchers; no TranscriptionPatcher
            • py/src/braintrust/integrations/cohere/test_cohere.py — no audio/transcription test cases
            • py/pyproject.toml — Cohere version matrix: latest pinned to cohere==6.1.0, older pin at 5.0.0
            Metadata
            Metadata
            Assignees
            Labels
            bot-automationintegration: cohere
            Type
            Feature
            Projects
            No projects
              Milestone
              No milestone
              Relationships
              None yet
              Development
              No branches or pull requests
              Issue actions
              
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var __m = "*";
var __re = new RegExp('^' + ".*" + '
[bot] Cohere: Audio Transcription API (`client.audio.transcriptions.create()`) not instrumented · Issue #327 · braintrustdata/braintrust-sdk-python · GitHub
              Skip to content
              [bot] Cohere: Audio Transcription API (client.audio.transcriptions.create()) not instrumented #327
              Closed
              Feature
              #333
              Closed
              [bot] Cohere: Audio Transcription API (client.audio.transcriptions.create()) not instrumented#327
              Feature
              #333
              Assignees
              AbhiPrasad
              Labels
              bot-automationintegration: cohere
              Description
              @braintrust-bot
              braintrust-bot
              bot
              opened on Apr 20, 2026
              Summary
              The Cohere Audio Transcription API (client.audio.transcriptions.create()) is not instrumented. Calls to this endpoint produce zero Braintrust tracing. This is a speech-to-text inference endpoint that runs the cohere-transcribe-03-2026 ASR model (2B parameter Conformer architecture) on audio files and returns transcribed text.
              The Braintrust Cohere integration currently instruments chat, chat_stream, embed, and rerank (V1 and V2), but has no handling for the audio transcription surface introduced in Cohere SDK v6.1.0.
              What is missing
              Cohere ResourceMethodInstrumented?
              client.chat() / client.v2.chat()sync + asyncYes
              client.chat_stream() / client.v2.chat_stream()sync + asyncYes
              client.embed() / client.v2.embed()sync + asyncYes
              client.rerank() / client.v2.rerank()sync + asyncYes
              client.audio.transcriptions.create()syncNo
              client.audio.transcriptions.create() (async)asyncNo
              API details
              • Endpoint: POST /v2/audio/transcriptions
              • Model: cohere-transcribe-03-2026
              • Supported formats: FLAC, MP3, MPEG, MPGA, OGG, WAV (25MB max)
              • Languages: 14 languages (English, German, French, Italian, Spanish, Portuguese, Greek, Dutch, Polish, Arabic, Vietnamese, Chinese, Japanese, Korean)
              • Parameters: model, language (ISO-639-1), file, temperature
              • Return type: AudioTranscriptionsCreateResponse
              • SDK: Both TranscriptionsClient.create() and AsyncTranscriptionsClient.create() exist in the cohere package at src/cohere/audio/transcriptions/client.py
              Minimum instrumentation
              At minimum, both sync and async create() methods should create spans capturing:
              • Input: file metadata (name, size, format), language, model
              • Output: transcribed text
              • Metadata: provider: "cohere", model, language, temperature
              • Metrics: latency
              Precedent in this repo
              Several other integrations instrument equivalent audio transcription endpoints:
              • OpenAI: AudioTranscriptionsPatcher in py/src/braintrust/integrations/openai/patchers.py
              • Mistral: TranscriptionsPatcher in py/src/braintrust/integrations/mistral/patchers.py
              • LiteLLM: LiteLLMTranscriptionPatcher in py/src/braintrust/integrations/litellm/patchers.py
              Braintrust docs status
              not_found — Cohere is not listed on the Braintrust integrations page. There is no dedicated Cohere integration docs page.
              Upstream sources
              Local files inspected
              • py/src/braintrust/integrations/cohere/patchers.py — defines patchers for Chat, ChatStream, Embed, Rerank (V1 and V2 variants); zero references to audio, transcription, or transcribe
              • py/src/braintrust/integrations/cohere/tracing.py — wrapper functions for chat, embed, rerank; no audio/transcription wrappers
              • py/src/braintrust/integrations/cohere/integration.py — integration class registers chat/embed/rerank patchers; no TranscriptionPatcher
              • py/src/braintrust/integrations/cohere/test_cohere.py — no audio/transcription test cases
              • py/pyproject.toml — Cohere version matrix: latest pinned to cohere==6.1.0, older pin at 5.0.0
              Metadata
              Metadata
              Assignees
              Labels
              bot-automationintegration: cohere
              Type
              Feature
              Projects
              No projects
                Milestone
                No milestone
                Relationships
                None yet
                Development
                No branches or pull requests
                Issue actions
                
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[bot] Cohere: Audio Transcription API (`client.audio.transcriptions.create()`) not instrumented · Issue #327 · braintrustdata/braintrust-sdk-python · GitHub
                Skip to content
                [bot] Cohere: Audio Transcription API (client.audio.transcriptions.create()) not instrumented #327
                Closed
                Feature
                #333
                Closed
                [bot] Cohere: Audio Transcription API (client.audio.transcriptions.create()) not instrumented#327
                Feature
                #333
                Assignees
                AbhiPrasad
                Labels
                bot-automationintegration: cohere
                Description
                @braintrust-bot
                braintrust-bot
                bot
                opened on Apr 20, 2026
                Summary
                The Cohere Audio Transcription API (client.audio.transcriptions.create()) is not instrumented. Calls to this endpoint produce zero Braintrust tracing. This is a speech-to-text inference endpoint that runs the cohere-transcribe-03-2026 ASR model (2B parameter Conformer architecture) on audio files and returns transcribed text.
                The Braintrust Cohere integration currently instruments chat, chat_stream, embed, and rerank (V1 and V2), but has no handling for the audio transcription surface introduced in Cohere SDK v6.1.0.
                What is missing
                Cohere ResourceMethodInstrumented?
                client.chat() / client.v2.chat()sync + asyncYes
                client.chat_stream() / client.v2.chat_stream()sync + asyncYes
                client.embed() / client.v2.embed()sync + asyncYes
                client.rerank() / client.v2.rerank()sync + asyncYes
                client.audio.transcriptions.create()syncNo
                client.audio.transcriptions.create() (async)asyncNo
                API details
                • Endpoint: POST /v2/audio/transcriptions
                • Model: cohere-transcribe-03-2026
                • Supported formats: FLAC, MP3, MPEG, MPGA, OGG, WAV (25MB max)
                • Languages: 14 languages (English, German, French, Italian, Spanish, Portuguese, Greek, Dutch, Polish, Arabic, Vietnamese, Chinese, Japanese, Korean)
                • Parameters: model, language (ISO-639-1), file, temperature
                • Return type: AudioTranscriptionsCreateResponse
                • SDK: Both TranscriptionsClient.create() and AsyncTranscriptionsClient.create() exist in the cohere package at src/cohere/audio/transcriptions/client.py
                Minimum instrumentation
                At minimum, both sync and async create() methods should create spans capturing:
                • Input: file metadata (name, size, format), language, model
                • Output: transcribed text
                • Metadata: provider: "cohere", model, language, temperature
                • Metrics: latency
                Precedent in this repo
                Several other integrations instrument equivalent audio transcription endpoints:
                • OpenAI: AudioTranscriptionsPatcher in py/src/braintrust/integrations/openai/patchers.py
                • Mistral: TranscriptionsPatcher in py/src/braintrust/integrations/mistral/patchers.py
                • LiteLLM: LiteLLMTranscriptionPatcher in py/src/braintrust/integrations/litellm/patchers.py
                Braintrust docs status
                not_found — Cohere is not listed on the Braintrust integrations page. There is no dedicated Cohere integration docs page.
                Upstream sources
                Local files inspected
                • py/src/braintrust/integrations/cohere/patchers.py — defines patchers for Chat, ChatStream, Embed, Rerank (V1 and V2 variants); zero references to audio, transcription, or transcribe
                • py/src/braintrust/integrations/cohere/tracing.py — wrapper functions for chat, embed, rerank; no audio/transcription wrappers
                • py/src/braintrust/integrations/cohere/integration.py — integration class registers chat/embed/rerank patchers; no TranscriptionPatcher
                • py/src/braintrust/integrations/cohere/test_cohere.py — no audio/transcription test cases
                • py/pyproject.toml — Cohere version matrix: latest pinned to cohere==6.1.0, older pin at 5.0.0
                Metadata
                Metadata
                Assignees
                Labels
                bot-automationintegration: cohere
                Type
                Feature
                Projects
                No projects
                  Milestone
                  No milestone
                  Relationships
                  None yet
                  Development
                  No branches or pull requests
                  Issue actions