Rename 2files_app.py to app.py
Browse files- 2files_app.py → app.py +9 -2
2files_app.py → app.py
RENAMED
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@@ -19,6 +19,7 @@ login(token=HF_HUB_TOKEN)
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hebrew_generator = pipeline("text-generation", model="Norod78/hebrew-gpt_neo-small")
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english_generator = pipeline("text-generation", model="distilgpt2")
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# Function to detect language
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def detect_language(user_input):
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try:
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@@ -27,15 +28,17 @@ def detect_language(user_input):
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except:
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return "unsupported"
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# Function to generate a response
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def generate_response(text):
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language = detect_language(text)
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if language == "hebrew":
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return hebrew_generator(text, max_length=100)[0]["generated_text"]
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elif language == "english":
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return english_generator(text, max_length=100)[0]["generated_text"]
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return "Sorry, I only support Hebrew and English."
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# FastAPI lifespan event
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@asynccontextmanager
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async def lifespan(app: FastAPI):
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@@ -43,13 +46,16 @@ async def lifespan(app: FastAPI):
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yield # Wait until app closes
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print("Shutting down application...")
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# Create FastAPI app
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app = FastAPI(lifespan=lifespan)
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@app.get("/")
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async def root():
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return {"message": "Decision Helper API is running!"}
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@app.post("/generate_response")
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async def generate_text(request: Request):
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data = await request.json()
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@@ -60,6 +66,7 @@ async def generate_text(request: Request):
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response = generate_response(text)
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return {"response": response}
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# Run the server
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if __name__ == "__main__":
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import uvicorn
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hebrew_generator = pipeline("text-generation", model="Norod78/hebrew-gpt_neo-small")
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english_generator = pipeline("text-generation", model="distilgpt2")
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+
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# Function to detect language
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def detect_language(user_input):
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try:
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except:
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return "unsupported"
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+
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# Function to generate a response
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def generate_response(text):
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language = detect_language(text)
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if language == "hebrew":
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return hebrew_generator(text, max_length=100, truncation=True)[0]["generated_text"]
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elif language == "english":
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return english_generator(text, max_length=100, truncation=True)[0]["generated_text"]
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return "Sorry, I only support Hebrew and English."
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+
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# FastAPI lifespan event
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@asynccontextmanager
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async def lifespan(app: FastAPI):
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yield # Wait until app closes
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print("Shutting down application...")
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+
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# Create FastAPI app
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app = FastAPI(lifespan=lifespan)
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@app.get("/")
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async def root():
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return {"message": "Decision Helper API is running!"}
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@app.post("/generate_response")
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async def generate_text(request: Request):
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data = await request.json()
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response = generate_response(text)
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return {"response": response}
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+
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# Run the server
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if __name__ == "__main__":
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import uvicorn
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