5b1b89254c
- 부적합 라이프사이클 전 과정에서 Qdrant 임베딩 자동 동기화 - 관리함 5개 저장 함수 + 수신함 상태 변경 시 fire-and-forget sync - 30분 주기 전체 재동기화 안전망 (FastAPI lifespan 백그라운드 태스크) - build_document_text에 카테고리(final_category/category) 포함 - RAG 질의에 DB 통계 집계 지원 (카테고리별/부서별 건수) - Qdrant client.search → query_points API 마이그레이션 - AI 어시스턴트 페이지 권한 추가 (tkuser) Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
95 lines
3.0 KiB
Python
95 lines
3.0 KiB
Python
import asyncio
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import logging
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import os
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from contextlib import asynccontextmanager
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from fastapi import FastAPI, Request
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from fastapi.middleware.cors import CORSMiddleware
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from starlette.middleware.base import BaseHTTPMiddleware
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from starlette.responses import JSONResponse
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from routers import health, embeddings, classification, daily_report, rag, chatbot
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from db.vector_store import vector_store
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from db.metadata_store import metadata_store
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from services.ollama_client import ollama_client
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from middlewares.auth import verify_token
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logger = logging.getLogger(__name__)
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PUBLIC_PATHS = {"/", "/api/ai/health", "/api/ai/models"}
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class AuthMiddleware(BaseHTTPMiddleware):
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async def dispatch(self, request: Request, call_next):
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if request.method == "OPTIONS" or request.url.path in PUBLIC_PATHS:
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return await call_next(request)
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try:
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request.state.user = await verify_token(request)
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except Exception as e:
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return JSONResponse(status_code=401, content={"detail": str(e.detail) if hasattr(e, "detail") else "인증 실패"})
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return await call_next(request)
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async def _periodic_sync():
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"""30분마다 전체 이슈 재동기화 (안전망)"""
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await asyncio.sleep(60) # 시작 후 1분 대기 (초기화 완료 보장)
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while True:
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try:
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from services.embedding_service import sync_all_issues
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result = await sync_all_issues()
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logger.info(f"Periodic sync completed: {result}")
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except asyncio.CancelledError:
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logger.info("Periodic sync task cancelled")
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return
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except Exception as e:
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logger.warning(f"Periodic sync failed: {e}")
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await asyncio.sleep(1800) # 30분
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@asynccontextmanager
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async def lifespan(app: FastAPI):
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vector_store.initialize()
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metadata_store.initialize()
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sync_task = asyncio.create_task(_periodic_sync())
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yield
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sync_task.cancel()
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await ollama_client.close()
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app = FastAPI(
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title="TK AI Service",
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description="AI 서비스 (유사 검색, 분류, 보고서)",
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version="1.0.0",
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lifespan=lifespan,
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)
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ALLOWED_ORIGINS = [
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"https://tkfb.technicalkorea.net",
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"https://tkreport.technicalkorea.net",
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"https://tkqc.technicalkorea.net",
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"https://tkuser.technicalkorea.net",
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]
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if os.getenv("ENV", "production") == "development":
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ALLOWED_ORIGINS += ["http://localhost:30080", "http://localhost:30180", "http://localhost:30280"]
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app.add_middleware(
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CORSMiddleware,
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allow_origins=ALLOWED_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.add_middleware(AuthMiddleware)
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app.include_router(health.router, prefix="/api/ai")
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app.include_router(embeddings.router, prefix="/api/ai")
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app.include_router(classification.router, prefix="/api/ai")
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app.include_router(daily_report.router, prefix="/api/ai")
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app.include_router(rag.router, prefix="/api/ai")
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app.include_router(chatbot.router, prefix="/api/ai")
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@app.get("/")
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async def root():
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return {"message": "TK AI Service", "version": "1.0.0"}
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