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feat: forward transcribed text to AI processor - #8

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thiagobodevan wants to merge 1 commit into
evolution-foundation:mainfrom
thiagobodevan:feature/pass-transcribed-text
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feat: forward transcribed text to AI processor#8
thiagobodevan wants to merge 1 commit into
evolution-foundation:mainfrom
thiagobodevan:feature/pass-transcribed-text

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@thiagobodevan

@thiagobodevan thiagobodevan commented Aug 3, 2026

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Passa o conteúdo de ranscribed_text do webhook do CRM para o campo principal MessageContent, resolvendo o problema onde áudios transcritos não chegam à IA na camada do Processor.

Summary by Sourcery

Forward transcribed audio text from CRM webhooks into the main message content so it reaches the AI processor layer.

New Features:

  • Add support for a transcribed_text field in message events received from the CRM webhook.
  • Append transcribed audio text to the primary message content before processing.

@sourcery-ai

sourcery-ai Bot commented Aug 3, 2026

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Reviewer's guide (collapsed on small PRs)

Reviewer's Guide

This PR ensures that any transcribed audio text coming from the CRM webhook is appended to the main message content so it reaches the AI processor, by introducing a new field on MessageEvent and wiring it into the processing pipeline.

Sequence diagram for forwarding transcribed audio to AI processor

sequenceDiagram
  actor CRMWebhook
  participant pipelineService
  participant AIProcessor

  CRMWebhook ->> pipelineService: Process(ctx, event)
  alt [event.TranscribedText != ""]
    pipelineService ->> pipelineService: append TranscribedText to MessageContent
  end
  pipelineService ->> AIProcessor: invoke AI processing
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File-Level Changes

Change Details Files
Propagate transcribed audio text from CRM into the main message content processed by the pipeline.
  • Add a TranscribedText field to MessageEvent with JSON serialization support
  • On message processing, when TranscribedText is non-empty, append it to MessageContent with a clear separator and label so the AI processor can consume it
pkg/pipeline/model/pipeline.go
pkg/pipeline/service/pipeline_service.go

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@sourcery-ai sourcery-ai Bot left a comment

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Hey - I've left some high level feedback:

  • Consider centralizing the formatting of transcribed audio (e.g., the "[Transcrição do Áudio]" label and separators) in a helper or constant so it is easier to reuse and maintain if the format or localization changes.
  • By mutating event.MessageContent in Process, you’re mixing raw and derived fields; if other consumers rely on the original message content, it may be clearer to either construct a derived payload locally or add a dedicated combined field instead of overwriting MessageContent.
Prompt for AI Agents
Please address the comments from this code review:

## Overall Comments
- Consider centralizing the formatting of transcribed audio (e.g., the "[Transcrição do Áudio]" label and separators) in a helper or constant so it is easier to reuse and maintain if the format or localization changes.
- By mutating `event.MessageContent` in `Process`, you’re mixing raw and derived fields; if other consumers rely on the original message content, it may be clearer to either construct a derived payload locally or add a dedicated combined field instead of overwriting `MessageContent`.

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