Create app.py
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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 sentence_transformers import SentenceTransformer
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# FastAPI ์ ํ๋ฆฌ์ผ์ด์
์์ฑ
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app = FastAPI()
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# ๋ชจ๋ธ ๋ก๋
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model = SentenceTransformer("sentence-transformers/paraphrase-multilingual-MiniLM-L12-v2")
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# ์์ฒญ ํ์ ์ ์
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class TextRequest(BaseModel):
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text: str
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# API ์๋ํฌ์ธํธ ์ค์
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@app.post("/embed")
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async def embed_text(request: TextRequest):
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embedding = model.encode(request.text).tolist()
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return {"embedding": embedding}
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# ๊ธฐ๋ณธ ๋ฉ์์ง
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@app.get("/")
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async def root():
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return {"message": "Text Embedding API is running"}
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