Create app.py

app.py

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+from fastapi import FastAPI
+from pydantic import BaseModel
+from sentence_transformers import SentenceTransformer
+
+# FastAPI 애플리케이션 생성
+app = FastAPI()
+
+# 모델 로드
+model = SentenceTransformer("sentence-transformers/paraphrase-multilingual-MiniLM-L12-v2")
+
+# 요청 형식 정의
+class TextRequest(BaseModel):
+    text: str
+
+# API 엔드포인트 설정
+@app.post("/embed")
+async def embed_text(request: TextRequest):
+    embedding = model.encode(request.text).tolist()
+    return {"embedding": embedding}
+
+# 기본 메시지
+@app.get("/")
+async def root():
+    return {"message": "Text Embedding API is running"}