feat: Automated Multilingual Translation Layer for Emergency Reports#203
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Gopisokk wants to merge 1 commit intofireform-core:mainfrom
Open
feat: Automated Multilingual Translation Layer for Emergency Reports#203Gopisokk wants to merge 1 commit intofireform-core:mainfrom
Gopisokk wants to merge 1 commit intofireform-core:mainfrom
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@marcvergees I've integrated langdetect and deep-translator into the data extraction pipeline (src/file_manipulator.py Please check the pr and changes |
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Resolves #107
📝 Description
This PR introduces a dedicated translation module to FireForm to support global responders submitting voice notes in their native languages.
Incoming text is automatically detected (e.g., French, Arabic, Spanish) and translated into standardized English before being processed by the LLM. This ensures the Master Schema remains consistent across all international missions and that the final generated PDFs are always in English.
🛠️ Changes Made
langdetectfor automatic language recognition anddeep-translatorfor translating to English.detected_language.deep-translatorandlangdetectto requirements.txt.🛡️ Fallback & Error Handling
To ensure the pipeline is never blocked:
🧪 Testing
detected_languagecorrectly.