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from fastapi import FastAPI |
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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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app = FastAPI() |
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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 t5(input): |
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output = pipe_flan(input) |
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return {"output": output[0]["generated_text"]} |
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app.mount("/", StaticFiles(directory="static", html=True), name="static") |
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@app.get("/") |
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def index() -> FileResponse: |
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return FileResponse(path="/app/static/index.html", html=True |
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) |
