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Commit ·
3c8bea0
1
Parent(s): ace96da
adding all the app files of hoverlingo
Browse files- Dockerfile +8 -0
- app.py +22 -0
- requirements.txt +4 -0
Dockerfile
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FROM python:3.9
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WORKDIR /app
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COPY requirements.txt .
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RUN pip install --no-cache-dir -r requirements.txt
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COPY . .
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CMD ["uvicorn", "app:app", "--host", "0.0.0.0", "--port", "7860"]
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app.py
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from fastapi import FastAPI
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from pydantic import BaseModel
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from transformers import pipeline
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# Initialize API
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app = FastAPI()
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# Load translation model (French)
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translator = pipeline("translation", model="facebook/m2m100_418M")
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# Request model
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class TextRequest(BaseModel):
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text: str
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@app.post("/translate")
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def translate_text(request: TextRequest):
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translated = translator(request.text, src_lang="en", tgt_lang="fr")[0]['translation_text']
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return {"translated_text": translated}
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@app.get("/")
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def home():
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return {"message": "Translation server is running!"}
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requirements.txt
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fastapi
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uvicorn
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transformers
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torch
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