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Update app.py
Browse files
app.py
CHANGED
@@ -1,10 +1,28 @@
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from fastapi import FastAPI
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from transformers import pipeline
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app = FastAPI()
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@app.post("/translate")
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async def translate(text: str):
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from fastapi import FastAPI, HTTPException
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from transformers import pipeline
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import logging
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app = FastAPI()
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# Setup logging
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logging.basicConfig(level=logging.INFO)
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logger = logging.getLogger(__name__)
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try:
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logger.info("Loading translation model...")
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translator = pipeline("translation", model="Helsinki-NLP/opus-mt-en-id")
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logger.info("Model loaded successfully")
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except Exception as e:
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logger.error(f"Failed to load model: {str(e)}")
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raise Exception(f"Model initialization failed: {str(e)}")
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@app.post("/translate")
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async def translate(text: str):
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if not text:
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raise HTTPException(status_code=400, detail="Text input is required")
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try:
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result = translator(text)
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return {"translated_text": result[0]["translation_text"]}
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except Exception as e:
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logger.error(f"Translation failed: {str(e)}")
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raise HTTPException(status_code=500, detail=f"Translation failed: {str(e)}")
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