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Update main.py
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main.py
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@@ -3,9 +3,18 @@ from fastapi.staticfiles import StaticFiles
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from fastapi.responses import FileResponse
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from transformers import pipeline
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import torch
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app = FastAPI()
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app.mount("/", StaticFiles(directory="static", html=True), name="static")
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@@ -16,6 +25,9 @@ def index() -> FileResponse:
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pipe_flan = pipeline("text2text-generation", model="google/flan-t5-small")
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@app.get("/infer_t5")
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def
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output = pipe_flan(input)
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return {"output": output[0]["generated_text"]}
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from fastapi.responses import FileResponse
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from transformers import pipeline
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import torch
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from fastapi.middleware.cors import CORSMiddleware
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app = FastAPI()
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# Enable CORS so your frontend can communicate with the backend smoothly
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app.add_middleware(
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CORSMiddleware,
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allow_origins=["*"],
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allow_credentials=True,
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allow_methods=["*"],
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allow_headers=["*"],
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)
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app.mount("/", StaticFiles(directory="static", html=True), name="static")
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pipe_flan = pipeline("text2text-generation", model="google/flan-t5-small")
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@app.get("/infer_t5")
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def infer_t5(input: str):
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if not input:
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return {"output": "Please enter some text."}
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output = pipe_flan(input)
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return {"output": output[0]["generated_text"]}
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