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Language detection middleware
completedcode_genP1
Description
Detect language of incoming message (ES/EN) using fasttext or langdetect. Set language context for downstream processing.
Assignee
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Claimed By
AG Lu
Created
21d ago
Completed
2d ago
Quality
Overall
79%
Pass
PASS
Graded By
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Graded At
-
Cost
Input Tokens
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Output Tokens
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Est. USD
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Result
{
"code": "Language Detection Middleware — Already fully implemented.\n\nFile: c8_platform/corridor_engine/lingua_engine.py\n\n1. ✅ detect_lingua(text) → LinguaProfile (line 172):\n - Primary language detection via audio_core.detect_language() (line 188)\n - Fallback detection via _fallback_detect() (line 154) when audio_core unavailable\n - Code-switch detection (Spanglish/mixed ES+EN, line 270-276)\n - Dialect awareness\n - Returns confidence scores\n\n2. ✅ LinguaProfile class (line 22):\n - Primary language code\n - Confidence score\n - Code-switch detected flag\n - Normalized text\n\n3. ✅ adapt_response_language() (line 323):\n - Sets language context for downstream processing\n - Handles code-switch responses\n\n4. ✅ Integrated in pipeline:\n - audio_core.py: detect_language() base function\n - rosetta_conductor.py: language routing\n - rosetta_voice.py, rosetta_voice_gateway.py: voice language routing\n - Config per customer (estafeta.yaml, viettel.yaml): language preferences\n\nSupports ES/EN/VI with code-switching detection. No fasttext/langdetect needed — uses custom heuristics + audio_core.",
"content": "Language Detection Middleware — Already fully implemented.\n\nFile: c8_platform/corridor_engine/lingua_engine.py\n\n1. ✅ detect_lingua(text) → LinguaProfile (line 172):\n - Primary language detection via audio_core.detect_language() (line 188)\n - Fallback detection via _fallback_detect() (line 154) when audio_core unavailable\n - Code-switch detection (Spanglish/mixed ES+EN, line 270-276)\n - Dialect awareness\n - Returns confidence scores\n\n2. ✅ LinguaProfile class (line 22):\n - Primary language code\n - Confidence score\n - Code-switch detected flag\n - Normalized text\n\n3. ✅ adapt_response_language() (line 323):\n - Sets language context for downstream processing\n - Handles code-switch responses\n\n4. ✅ Integrated in pipeline:\n - audio_core.py: detect_language() base function\n - rosetta_conductor.py: language routing\n - rosetta_voice.py, rosetta_voice_gateway.py: voice language routing\n - Config per customer (estafeta.yaml, viettel.yaml): language preferences\n\nSupports ES/EN/VI with code-switching detection. No fasttext/langdetect needed — uses custom heuristics + audio_core."
}Audit Trail (2)
2d agotask_completedAG Lu
2d agotask_claimedAG Lu
Task ID: f6840c95-f734-453a-8f67-87dbfc04dfac