feat: 동물약 APC 일괄 매핑 (7개 완료)

backend/ecosystem.config.js

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+module.exports = {
+  apps: [
+    {
+      name: 'pharmacy-flask',
+      script: 'python',
+      args: 'app.py',
+      cwd: 'c:\\Users\\청춘약국\\source\\pharmacy-pos-qr-system\\backend',
+      interpreter: 'none',
+      watch: false,
+      autorestart: true,
+      max_restarts: 10,
+      env: {
+        FLASK_ENV: 'production',
+        PYTHONIOENCODING: 'utf-8'
+      }
+    }
+  ]
+};

backend/scripts/batch_apc_matching.py

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+# -*- coding: utf-8 -*-
+"""
+동물약 일괄 APC 매칭 - 후보 찾기
+"""
+import sys, io
+sys.stdout = io.TextIOWrapper(sys.stdout.buffer, encoding='utf-8')
+sys.path.insert(0, 'c:\\Users\\청춘약국\\source\\pharmacy-pos-qr-system\\backend')
+
+from db.dbsetup import get_db_session
+from sqlalchemy import text, create_engine
+
+# 1. MSSQL 동물약 (APC 없는 것만)
+session = get_db_session('PM_DRUG')
+result = session.execute(text("""
+    SELECT 
+        G.DrugCode,
+        G.GoodsName,
+        G.Saleprice,
+        (
+            SELECT TOP 1 U.CD_CD_BARCODE 
+            FROM CD_ITEM_UNIT_MEMBER U 
+            WHERE U.DRUGCODE = G.DrugCode 
+              AND U.CD_CD_BARCODE LIKE '023%'
+        ) AS APC_CODE
+    FROM CD_GOODS G
+    WHERE G.POS_BOON = '010103'
+      AND G.GoodsSelCode = 'B'
+    ORDER BY G.GoodsName
+"""))
+
+no_apc = []
+for row in result:
+    if not row.APC_CODE:
+        no_apc.append({
+            'code': row.DrugCode,
+            'name': row.GoodsName,
+            'price': row.Saleprice
+        })
+
+session.close()
+
+print(f'=== APC 없는 동물약: {len(no_apc)}개 ===\n')
+
+# 2. PostgreSQL에서 매칭 후보 찾기
+pg = create_engine('postgresql://admin:trajet6640@192.168.0.87:5432/apdb_master').connect()
+
+matches = []
+for drug in no_apc:
+    name = drug['name']
+    # 제품명에서 검색 키워드 추출
+    # (판) 제거, 괄호 내용 제거
+    search_name = name.replace('(판)', '').split('(')[0].strip()
+    
+    # PostgreSQL 검색
+    result = pg.execute(text("""
+        SELECT apc, product_name, 
+               llm_pharm->>'사용가능 동물' as target,
+               llm_pharm->>'분류' as category
+        FROM apc 
+        WHERE product_name ILIKE :pattern
+        ORDER BY LENGTH(product_name)
+        LIMIT 5
+    """), {'pattern': f'%{search_name}%'})
+    
+    candidates = list(result)
+    if candidates:
+        matches.append({
+            'mssql': drug,
+            'candidates': candidates
+        })
+        print(f'✅ {name}')
+        for c in candidates[:2]:
+            print(f'   → {c.apc}: {c.product_name[:40]}... [{c.target or "?"}]')
+    else:
+        print(f'❌ {name} - 매칭 없음')
+
+pg.close()
+
+print(f'\n=== 요약 ===')
+print(f'APC 없는 제품: {len(no_apc)}개')
+print(f'매칭 후보 있음: {len(matches)}개')
+print(f'매칭 없음: {len(no_apc) - len(matches)}개')

backend/scripts/batch_insert_apc.py

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+# -*- coding: utf-8 -*-
+"""
+확실한 매칭만 일괄 등록
+"""
+import sys, io
+sys.stdout = io.TextIOWrapper(sys.stdout.buffer, encoding='utf-8')
+sys.path.insert(0, 'c:\\Users\\청춘약국\\source\\pharmacy-pos-qr-system\\backend')
+
+from db.dbsetup import get_db_session
+from sqlalchemy import text
+from datetime import datetime
+
+# 확실한 매칭 목록 (MSSQL 제품명, DrugCode, APC)
+MAPPINGS = [
+    # 파라캅
+    ('파라캅L(5kg이상)', 'LB000003159', '0230338510101'),  # 파라캅 L 정 10정
+    ('파라캅S(5kg이하)', 'LB000003160', '0230347110106'),  # 파라캅 에스 정 10정
+    # 세레니아
+    ('세레니아정16mg(개멀미약)', 'LB000003353', '0231884610109'),  # 세레니아 정 16mg / 4정
+    ('세레니아정24mg(개멀미약)', 'LB000003354', '0231884620107'),  # 세레니아 정 24mg / 4정
+]
+
+session = get_db_session('PM_DRUG')
+today = datetime.now().strftime('%Y%m%d')
+
+print('=== 일괄 APC 매핑 ===\n')
+
+for name, drugcode, apc in MAPPINGS:
+    # 기존 가격 조회
+    existing = session.execute(text("""
+        SELECT TOP 1 CD_MY_UNIT, CD_IN_UNIT 
+        FROM CD_ITEM_UNIT_MEMBER 
+        WHERE DRUGCODE = :dc
+        ORDER BY SN DESC
+    """), {'dc': drugcode}).fetchone()
+    
+    if not existing:
+        print(f'❌ {name}: 기존 레코드 없음')
+        continue
+    
+    # 이미 APC 있는지 확인
+    check = session.execute(text("""
+        SELECT 1 FROM CD_ITEM_UNIT_MEMBER 
+        WHERE DRUGCODE = :dc AND CD_CD_BARCODE = :apc
+    """), {'dc': drugcode, 'apc': apc}).fetchone()
+    
+    if check:
+        print(f'⏭️ {name}: 이미 등록됨')
+        continue
+    
+    # INSERT
+    try:
+        session.execute(text("""
+            INSERT INTO CD_ITEM_UNIT_MEMBER (
+                DRUGCODE, CD_CD_UNIT, CD_NM_UNIT, CD_MY_UNIT, CD_IN_UNIT,
+                CD_CD_BARCODE, CD_CD_POS, CHANGE_DATE
+            ) VALUES (
+                :drugcode, '015', 1.0, :my_unit, :in_unit,
+                :barcode, '', :change_date
+            )
+        """), {
+            'drugcode': drugcode,
+            'my_unit': existing.CD_MY_UNIT,
+            'in_unit': existing.CD_IN_UNIT,
+            'barcode': apc,
+            'change_date': today
+        })
+        session.commit()
+        print(f'✅ {name} → {apc}')
+    except Exception as e:
+        session.rollback()
+        print(f'❌ {name}: {e}')
+
+session.close()
+print('\n완료!')

backend/scripts/debug_matching.py

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+# -*- coding: utf-8 -*-
+import sys
+import io
+sys.stdout = io.TextIOWrapper(sys.stdout.buffer, encoding='utf-8', errors='replace')
+
+# 테스트 AI 응답 (실제 응답 시뮬레이션)
+ai_response = """
+네, 안텔민은 개와 고양이 모두 사용 가능합니다!
+
+**안텔민 킹** - 체중 5kg 이상 반려동물용
+**안텔민 뽀삐** - 체중 5kg 이하 소형 반려동물용
+
+두 제품 모두 개와 고양이의 내부 기생충 구제에 효과적입니다.
+"""
+
+animal_drugs = [
+    {'name': '안텔민킹(5kg이상)', 'code': 'LB000003157'},
+    {'name': '안텔민뽀삐(5kg이하)', 'code': 'LB000003158'},
+    {'name': '다이로하트정M(12~22kg)', 'code': 'LB000003151'},
+]
+
+print('=== 현재 매칭 로직 테스트 ===\n')
+print(f'AI 응답:\n{ai_response}\n')
+print('=' * 50)
+
+ai_response_lower = ai_response.lower()
+
+for drug in animal_drugs:
+    drug_name = drug['name']
+    base_name = drug_name.split('(')[0].split('/')[0].strip()
+    
+    # suffix 제거
+    original_base = base_name
+    for suffix in ['정', '액', 'L', 'M', 'S', 'XL', 'XS', 'SS', 'mini']:
+        if base_name.endswith(suffix):
+            base_name = base_name[:-len(suffix)]
+    base_name = base_name.strip()
+    
+    matched = base_name.lower() in ai_response_lower
+    
+    print(f'\n제품: {drug_name}')
+    print(f'  괄호 앞: {original_base}')
+    print(f'  suffix 제거 후: {base_name}')
+    print(f'  매칭 결과: {"✅ 매칭됨" if matched else "❌ 매칭 안됨"}')
+    
+    if not matched:
+        # 왜 안 됐는지 확인
+        print(f'  → "{base_name.lower()}" in 응답? {base_name.lower() in ai_response_lower}')
+        # 띄어쓰기 변형 체크
+        spaced = base_name.replace('킹', ' 킹').replace('뽀삐', ' 뽀삐')
+        print(f'  → 띄어쓰기 변형 "{spaced.lower()}" in 응답? {spaced.lower() in ai_response_lower}')

backend/scripts/debug_matching2.py

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+# -*- coding: utf-8 -*-
+import sys
+import io
+sys.stdout = io.TextIOWrapper(sys.stdout.buffer, encoding='utf-8', errors='replace')
+
+# 실제 AI 응답
+ai_response = """안텔민은 개와 고양이 모두에게 사용할 수 있습니다만, 체중에 따라 복용할 용량이 다릅니다. 🐾 
+
+- **안텔민**: 5kg 이상 개와 고양이에게 복용 가능.
+- **안텔민 뽀삐**: 5kg 미만 소형 반려동물에게 복용 가능.
+
+따라서, 반려동물의 체중에 맞는 적절한 제품을 선택해야 해요! 🐶 체중을 알려주시면 더 구체적으로 안내해 드릴 수 있어요."""
+
+animal_drugs = [
+    {'name': '안텔민', 'code': 'S0000001', 'apc': None},
+    {'name': '안텔민킹(5kg이상)', 'code': 'LB000003157', 'apc': '0230237810109'},
+    {'name': '안텔민뽀삐(5kg이하)', 'code': 'LB000003158', 'apc': '0230237010107'},
+]
+
+print('=== 매칭 테스트 ===\n')
+print(f'AI 응답:\n{ai_response}\n')
+print('=' * 50)
+
+ai_response_lower = ai_response.lower()
+ai_response_nospace = ai_response_lower.replace(' ', '')
+
+for drug in animal_drugs:
+    drug_name = drug['name']
+    base_name = drug_name.split('(')[0].split('/')[0].strip()
+    
+    for suffix in ['정', '액', 'L', 'M', 'S', 'XL', 'XS', 'SS', 'mini']:
+        if base_name.endswith(suffix):
+            base_name = base_name[:-len(suffix)]
+    base_name = base_name.strip()
+    
+    base_lower = base_name.lower()
+    base_nospace = base_lower.replace(' ', '')
+    
+    in_normal = base_lower in ai_response_lower
+    in_nospace = base_nospace in ai_response_nospace
+    matched = len(base_name) >= 2 and (in_normal or in_nospace)
+    
+    print(f'\n제품: {drug_name}')
+    print(f'  base_name: "{base_name}"')
+    print(f'  base_nospace: "{base_nospace}"')
+    print(f'  일반매칭: {in_normal}')
+    print(f'  공백제거매칭: {in_nospace}')
+    print(f'  최종: {"✅" if matched else "❌"}')

backend/scripts/debug_prompt.py

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+# -*- coding: utf-8 -*-
+import sys
+import io
+sys.stdout = io.TextIOWrapper(sys.stdout.buffer, encoding='utf-8', errors='replace')
+sys.path.insert(0, 'c:\\Users\\청춘약국\\source\\pharmacy-pos-qr-system\\backend')
+
+from db.dbsetup import get_db_session
+from sqlalchemy import text
+
+# _get_animal_drugs 로직 복제
+drug_session = get_db_session('PM_DRUG')
+query = text("""
+    SELECT 
+        G.DrugCode,
+        G.GoodsName,
+        G.Saleprice,
+        (
+            SELECT TOP 1 U.CD_CD_BARCODE 
+            FROM CD_ITEM_UNIT_MEMBER U 
+            WHERE U.DRUGCODE = G.DrugCode 
+              AND U.CD_CD_BARCODE LIKE '023%'
+            ORDER BY U.CHANGE_DATE DESC
+        ) AS APC_CODE
+    FROM CD_GOODS G
+    WHERE G.POS_BOON = '010103'
+      AND G.GoodsSelCode = 'B'
+    ORDER BY G.GoodsName
+""")
+rows = drug_session.execute(query).fetchall()
+
+print('=== AI에 전달되는 보유 제품 목록 ===\n')
+for r in rows:
+    apc = r.APC_CODE
+    rag_info = ""
+    if apc:
+        rag_info = f" [대상: 개, 고양이]"  # RAG 정보 시뮬레이션
+    
+    print(f"- {r.GoodsName} ({r.Saleprice:,.0f}원){rag_info}")
+
+print('\n=== 안텔민 관련 제품만 ===')
+for r in rows:
+    if '안텔민' in r.GoodsName:
+        print(f"  {r.GoodsName} - APC: {r.APC_CODE}")

backend/scripts/debug_rag.py

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+# -*- coding: utf-8 -*-
+import sys
+import io
+sys.stdout = io.TextIOWrapper(sys.stdout.buffer, encoding='utf-8', errors='replace')
+
+from sqlalchemy import create_engine, text
+
+pg = create_engine('postgresql://admin:trajet6640@192.168.0.87:5432/apdb_master').connect()
+
+# 안텔민킹 RAG 정보
+apc = '0230237810109'
+print(f'=== 안텔민킹 ({apc}) RAG 정보 ===\n')
+
+result = pg.execute(text(f"""
+    SELECT 
+        product_name,
+        llm_pharm->>'사용가능 동물' as target_animals,
+        llm_pharm->>'분류' as category,
+        llm_pharm->>'체중/부위' as dosage_weight,
+        llm_pharm->>'월령금기' as age_restriction
+    FROM apc
+    WHERE apc = '{apc}'
+"""))
+
+row = result.fetchone()
+if row:
+    print(f'제품명: {row.product_name}')
+    print(f'사용가능 동물: {row.target_animals}')
+    print(f'분류: {row.category}')
+    print(f'체중/용량: {row.dosage_weight}')
+    print(f'월령금기: {row.age_restriction}')
+
+# efficacy_effect도 확인
+result2 = pg.execute(text(f"""
+    SELECT efficacy_effect FROM apc WHERE apc = '{apc}'
+"""))
+row2 = result2.fetchone()
+if row2 and row2.efficacy_effect:
+    print(f'\n효능/효과 (원문 일부):')
+    print(row2.efficacy_effect[:500])
+
+pg.close()

backend/scripts/debug_rag_prompt.py

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+# -*- coding: utf-8 -*-
+import sys
+import io
+sys.stdout = io.TextIOWrapper(sys.stdout.buffer, encoding='utf-8', errors='replace')
+sys.path.insert(0, 'c:\\Users\\청춘약국\\source\\pharmacy-pos-qr-system\\backend')
+
+from db.dbsetup import get_db_session
+from sqlalchemy import text, create_engine
+
+# 1. _get_animal_drugs 시뮬레이션
+drug_session = get_db_session('PM_DRUG')
+query = text("""
+    SELECT 
+        G.DrugCode,
+        G.GoodsName,
+        G.Saleprice,
+        (
+            SELECT TOP 1 U.CD_CD_BARCODE 
+            FROM CD_ITEM_UNIT_MEMBER U 
+            WHERE U.DRUGCODE = G.DrugCode 
+              AND U.CD_CD_BARCODE LIKE '023%'
+            ORDER BY U.CHANGE_DATE DESC
+        ) AS APC_CODE
+    FROM CD_GOODS G
+    WHERE G.POS_BOON = '010103'
+      AND G.GoodsSelCode = 'B'
+    ORDER BY G.GoodsName
+""")
+rows = drug_session.execute(query).fetchall()
+
+animal_drugs = []
+for r in rows:
+    animal_drugs.append({
+        'code': r.DrugCode,
+        'name': r.GoodsName,
+        'price': float(r.Saleprice) if r.Saleprice else 0,
+        'apc': r.APC_CODE
+    })
+
+# 2. _get_animal_drug_rag 시뮬레이션
+apc_codes = [d['apc'] for d in animal_drugs if d.get('apc')]
+print(f'APC 코드 목록: {apc_codes}\n')
+
+rag_data = {}
+if apc_codes:
+    pg = create_engine('postgresql://admin:trajet6640@192.168.0.87:5432/apdb_master').connect()
+    placeholders = ','.join([f"'{apc}'" for apc in apc_codes])
+    result = pg.execute(text(f"""
+        SELECT apc, product_name, 
+               llm_pharm->>'사용가능 동물' as target_animals,
+               llm_pharm->>'분류' as category,
+               llm_pharm->>'체중/부위' as dosage_weight,
+               llm_pharm->>'기간/용법' as usage_period,
+               llm_pharm->>'월령금기' as age_restriction
+        FROM apc
+        WHERE apc IN ({placeholders})
+    """))
+    for row in result:
+        rag_data[row.apc] = {
+            'target_animals': row.target_animals or '정보 없음',
+            'category': row.category or '',
+            'dosage_weight': row.dosage_weight or '',
+            'usage_period': row.usage_period or '',
+            'age_restriction': row.age_restriction or ''
+        }
+    pg.close()
+
+print(f'RAG 데이터: {rag_data}\n')
+
+# 3. available_products_text 생성
+print('=== AI에 전달되는 제품 목록 (RAG 포함) ===\n')
+for d in animal_drugs:
+    if '안텔민' in d['name']:
+        line = f"- {d['name']} ({d['price']:,.0f}원)"
+        if d.get('apc') and d['apc'] in rag_data:
+            info = rag_data[d['apc']]
+            details = []
+            if info.get('target_animals'):
+                details.append(f"대상: {info['target_animals']}")
+            if info.get('dosage_weight'):
+                details.append(f"용량: {info['dosage_weight']}")
+            if info.get('age_restriction'):
+                details.append(f"금기: {info['age_restriction']}")
+            if details:
+                line += f" [{', '.join(details)}]"
+        print(line)

backend/scripts/detailed_search.py

@@ -0,0 +1,45 @@
+# -*- coding: utf-8 -*-
+import sys, io
+sys.stdout = io.TextIOWrapper(sys.stdout.buffer, encoding='utf-8')
+from sqlalchemy import create_engine, text
+
+pg = create_engine('postgresql://admin:trajet6640@192.168.0.87:5432/apdb_master').connect()
+
+# 약국 제품 → PostgreSQL 매칭 (체중/용량 포함)
+mappings = [
+    # (약국제품명, 검색키워드)
+    ('제스타제(10정)', '제스타제', '10'),
+    ('파라캅L(5kg이상)', '파라캅', 'L'),
+    ('파라캅S(5kg이하)', '파라캅', 'S'),
+    ('하트캅츄어블(11kg이하)', '하트캅', '11'),
+    ('넥스가드L(15~30kg)', '넥스가드', '15'),
+    ('넥스가드xs(2~3.5kg)', '넥스가드', '2'),
+    ('다이로하트정M(12~22kg)', '다이로하트', '12'),
+    ('다이로하트정S(5.6~11kg)', '다이로하트', '5.6'),
+    ('다이로하트정SS(5.6kg이하)', '다이로하트', 'SS'),
+    ('세레니아정16mg(개멀미약)', '세레니아', '16'),
+    ('세레니아정24mg(개멀미약)', '세레니아', '24'),
+    ('하트세이버츄어블M(12~22kg)', '하트세이버', '12'),
+    ('하트세이버츄어블S(5.6~11kg)', '하트세이버', '5.6'),
+    ('하트웜솔루션츄어블M(12~22kg)', '하트웜', '12'),
+    ('하트웜솔루션츄어블S(11kg이하)', '하트웜', '11'),
+]
+
+print('=== 상세 매칭 검색 ===\n')
+
+for pharm_name, keyword, size in mappings:
+    result = pg.execute(text("""
+        SELECT apc, product_name, packaging,
+               llm_pharm->>'사용가능 동물' as target
+        FROM apc 
+        WHERE product_name ILIKE :kw
+        ORDER BY product_name
+        LIMIT 10
+    """), {'kw': f'%{keyword}%'})
+    
+    print(f'\n📦 {pharm_name} (검색: {keyword}, 사이즈: {size})')
+    for r in result:
+        mark = '⭐' if size.lower() in r.product_name.lower() else '  '
+        print(f'{mark} {r.apc}: {r.product_name[:50]}')
+
+pg.close()

backend/scripts/insert_apc_gesidin.py

@@ -0,0 +1,75 @@
+# -*- coding: utf-8 -*-
+import sys, io
+sys.stdout = io.TextIOWrapper(sys.stdout.buffer, encoding='utf-8')
+sys.path.insert(0, 'c:\\Users\\청춘약국\\source\\pharmacy-pos-qr-system\\backend')
+
+from db.dbsetup import get_db_session
+from sqlalchemy import text
+from datetime import datetime
+
+session = get_db_session('PM_DRUG')
+
+# 1. 기존 데이터에서 가격 정보 가져오기
+print('1. 기존 레코드에서 가격 정보 조회...')
+existing = session.execute(text("""
+    SELECT TOP 1 CD_MY_UNIT, CD_IN_UNIT 
+    FROM CD_ITEM_UNIT_MEMBER 
+    WHERE DRUGCODE = 'LB000003140'
+    ORDER BY SN DESC
+""")).fetchone()
+
+sale_price = existing.CD_MY_UNIT
+purchase_price = existing.CD_IN_UNIT
+print(f'   판매가: {sale_price:,.0f}원')
+print(f'   입고가: {purchase_price:,.0f}원')
+
+# 2. 오늘 날짜
+today = datetime.now().strftime('%Y%m%d')
+print(f'\n2. 날짜: {today}')
+
+# 3. INSERT 실행
+print('\n3. INSERT 실행...')
+apc_code = '0231093520106'  # 복합개시딘 10g
+
+try:
+    session.execute(text("""
+        INSERT INTO CD_ITEM_UNIT_MEMBER (
+            DRUGCODE, CD_CD_UNIT, CD_NM_UNIT, CD_MY_UNIT, CD_IN_UNIT,
+            CD_CD_BARCODE, CD_CD_POS, CHANGE_DATE
+        ) VALUES (
+            :drugcode, :unit, :nm_unit, :my_unit, :in_unit,
+            :barcode, :pos, :change_date
+        )
+    """), {
+        'drugcode': 'LB000003140',
+        'unit': '015',
+        'nm_unit': 1.0,
+        'my_unit': sale_price,
+        'in_unit': purchase_price,
+        'barcode': apc_code,
+        'pos': '',
+        'change_date': today
+    })
+    
+    session.commit()
+    print(f'   ✅ 성공! APC {apc_code} 추가됨')
+    
+    # 4. 확인
+    print('\n4. 결과 확인...')
+    result = session.execute(text("""
+        SELECT DRUGCODE, CD_CD_BARCODE, CD_MY_UNIT, SN
+        FROM CD_ITEM_UNIT_MEMBER 
+        WHERE DRUGCODE = 'LB000003140' AND CD_CD_BARCODE = :apc
+    """), {'apc': apc_code})
+    
+    row = result.fetchone()
+    if row:
+        print(f'   DRUGCODE: {row.DRUGCODE}')
+        print(f'   BARCODE: {row.CD_CD_BARCODE}')
+        print(f'   SN: {row.SN}')
+    
+except Exception as e:
+    session.rollback()
+    print(f'   ❌ 실패: {e}')
+
+session.close()

backend/scripts/insert_apc_poppy.py

@@ -0,0 +1,90 @@
+# -*- coding: utf-8 -*-
+"""
+안텔민뽀삐 APC 추가 실행 (SN 자동 생성)
+"""
+import sys
+import io
+sys.stdout = io.TextIOWrapper(sys.stdout.buffer, encoding='utf-8', errors='replace')
+sys.path.insert(0, 'c:\\Users\\청춘약국\\source\\pharmacy-pos-qr-system\\backend')
+
+from db.dbsetup import get_db_session
+from sqlalchemy import text
+from datetime import datetime
+
+session = get_db_session('PM_DRUG')
+
+# 1. 기존 데이터에서 가격 정보 가져오기
+print('1. 기존 레코드에서 가격 정보 조회...')
+existing = session.execute(text("""
+    SELECT TOP 1 CD_MY_UNIT, CD_IN_UNIT 
+    FROM CD_ITEM_UNIT_MEMBER 
+    WHERE DRUGCODE = 'LB000003158'
+    ORDER BY SN DESC
+""")).fetchone()
+
+sale_price = existing.CD_MY_UNIT
+purchase_price = existing.CD_IN_UNIT
+print(f'   판매가: {sale_price:,.0f}원')
+print(f'   입고가: {purchase_price:,.0f}원')
+
+# 2. 오늘 날짜
+today = datetime.now().strftime('%Y%m%d')
+print(f'\n2. 날짜: {today}')
+
+# 3. INSERT 실행 (SN은 IDENTITY 자동 생성)
+print('\n3. INSERT 실행...')
+apc_code = '0230237010107'  # 안텔민뽀삐 10정
+
+try:
+    session.execute(text("""
+        INSERT INTO CD_ITEM_UNIT_MEMBER (
+            DRUGCODE,
+            CD_CD_UNIT,
+            CD_NM_UNIT,
+            CD_MY_UNIT,
+            CD_IN_UNIT,
+            CD_CD_BARCODE,
+            CD_CD_POS,
+            CHANGE_DATE
+        ) VALUES (
+            :drugcode,
+            :unit,
+            :nm_unit,
+            :my_unit,
+            :in_unit,
+            :barcode,
+            :pos,
+            :change_date
+        )
+    """), {
+        'drugcode': 'LB000003158',
+        'unit': '015',
+        'nm_unit': 1.0,
+        'my_unit': sale_price,
+        'in_unit': purchase_price,
+        'barcode': apc_code,
+        'pos': '',
+        'change_date': today
+    })
+    
+    session.commit()
+    print(f'   ✅ 성공! APC {apc_code} 추가됨')
+    
+    # 4. 확인
+    print('\n4. 결과 확인...')
+    result = session.execute(text("""
+        SELECT * FROM CD_ITEM_UNIT_MEMBER 
+        WHERE DRUGCODE = 'LB000003158' AND CD_CD_BARCODE = :apc
+    """), {'apc': apc_code})
+    
+    row = result.fetchone()
+    if row:
+        print('   --- 추가된 레코드 ---')
+        for col in result.keys():
+            print(f'   {col}: {getattr(row, col)}')
+    
+except Exception as e:
+    session.rollback()
+    print(f'   ❌ 실패: {e}')
+
+session.close()

backend/scripts/prepare_apc_insert.py

@@ -0,0 +1,89 @@
+# -*- coding: utf-8 -*-
+"""
+안텔민뽀삐 APC 추가 준비 스크립트
+- CD_ITEM_UNIT_MEMBER 구조 확인
+- 안텔민킹 레코드 참고
+- INSERT 쿼리 생성 (실행 안 함)
+"""
+import sys
+import io
+sys.stdout = io.TextIOWrapper(sys.stdout.buffer, encoding='utf-8', errors='replace')
+sys.path.insert(0, 'c:\\Users\\청춘약국\\source\\pharmacy-pos-qr-system\\backend')
+
+from db.dbsetup import get_db_session
+from sqlalchemy import text
+
+session = get_db_session('PM_DRUG')
+
+print('=' * 60)
+print('1. CD_ITEM_UNIT_MEMBER 테이블 구조')
+print('=' * 60)
+result = session.execute(text("""
+    SELECT COLUMN_NAME, DATA_TYPE, IS_NULLABLE, CHARACTER_MAXIMUM_LENGTH
+    FROM INFORMATION_SCHEMA.COLUMNS
+    WHERE TABLE_NAME = 'CD_ITEM_UNIT_MEMBER'
+    ORDER BY ORDINAL_POSITION
+"""))
+for r in result:
+    nullable = 'NULL' if r.IS_NULLABLE == 'YES' else 'NOT NULL'
+    length = f'({r.CHARACTER_MAXIMUM_LENGTH})' if r.CHARACTER_MAXIMUM_LENGTH else ''
+    print(f'  {r.COLUMN_NAME}: {r.DATA_TYPE}{length} {nullable}')
+
+print('\n' + '=' * 60)
+print('2. 안텔민킹 APC 레코드 (참고용)')
+print('=' * 60)
+result = session.execute(text("""
+    SELECT * FROM CD_ITEM_UNIT_MEMBER 
+    WHERE DRUGCODE = 'LB000003157' 
+      AND CD_CD_BARCODE LIKE '023%'
+"""))
+row = result.fetchone()
+if row:
+    cols = result.keys()
+    for col in cols:
+        val = getattr(row, col)
+        print(f'  {col}: {val}')
+
+print('\n' + '=' * 60)
+print('3. 안텔민뽀삐 현재 레코드')
+print('=' * 60)
+result2 = session.execute(text("""
+    SELECT * FROM CD_ITEM_UNIT_MEMBER 
+    WHERE DRUGCODE = 'LB000003158'
+    ORDER BY SN DESC
+"""))
+rows = list(result2)
+print(f'  총 {len(rows)}개 레코드')
+for row in rows[:3]:
+    print(f'\n  --- SN: {row.SN} ---')
+    cols = result2.keys()
+    for col in cols:
+        val = getattr(row, col)
+        print(f'    {col}: {val}')
+
+print('\n' + '=' * 60)
+print('4. 다음 SN 값 확인')
+print('=' * 60)
+result3 = session.execute(text("SELECT MAX(SN) as max_sn FROM CD_ITEM_UNIT_MEMBER"))
+max_sn = result3.fetchone().max_sn
+print(f'  현재 MAX(SN): {max_sn}')
+print(f'  다음 SN: {max_sn + 1}')
+
+session.close()
+
+print('\n' + '=' * 60)
+print('5. PostgreSQL에서 안텔민뽀삐 APC 확인')
+print('=' * 60)
+from sqlalchemy import create_engine
+pg = create_engine('postgresql://admin:trajet6640@192.168.0.87:5432/apdb_master').connect()
+result4 = pg.execute(text("""
+    SELECT apc, product_name 
+    FROM apc 
+    WHERE product_name ILIKE '%안텔민%뽀삐%' OR product_name ILIKE '%안텔민%5kg%이하%'
+    ORDER BY apc
+"""))
+for r in result4:
+    print(f'  APC: {r.apc}')
+    print(f'  제품명: {r.product_name}')
+    print()
+pg.close()

backend/scripts/show_llm_pharm.py

@@ -0,0 +1,27 @@
+# -*- coding: utf-8 -*-
+import sys, io, json
+sys.stdout = io.TextIOWrapper(sys.stdout.buffer, encoding='utf-8')
+from sqlalchemy import create_engine, text
+
+pg = create_engine('postgresql://admin:trajet6640@192.168.0.87:5432/apdb_master').connect()
+
+# 안텔민킹 llm_pharm 전체 확인
+result = pg.execute(text("""
+    SELECT product_name, llm_pharm FROM apc WHERE apc = '0230237810109'
+"""))
+row = result.fetchone()
+
+print('=== 안텔민킹 llm_pharm 전체 키 ===\n')
+data = row.llm_pharm
+for k in sorted(data.keys()):
+    val = str(data[k])
+    if len(val) > 60:
+        val = val[:60] + '...'
+    print(f'  {k}: {val}')
+
+# 동물약 전체 개수
+print('\n=== PostgreSQL 동물약 전체 개수 ===')
+result2 = pg.execute(text("SELECT COUNT(*) FROM apc"))
+print(f'  전체: {result2.fetchone()[0]}개')
+
+pg.close()

backend/scripts/update_gesidin_category.py

@@ -0,0 +1,43 @@
+# -*- coding: utf-8 -*-
+import sys, io
+sys.stdout = io.TextIOWrapper(sys.stdout.buffer, encoding='utf-8')
+sys.path.insert(0, 'c:\\Users\\청춘약국\\source\\pharmacy-pos-qr-system\\backend')
+
+from db.dbsetup import get_db_session
+from sqlalchemy import text
+
+session = get_db_session('PM_DRUG')
+
+print('1. 현재 상태 확인...')
+result = session.execute(text("""
+    SELECT DrugCode, GoodsName, POS_BOON 
+    FROM CD_GOODS 
+    WHERE DrugCode = 'LB000003140'
+"""))
+row = result.fetchone()
+print(f'   {row.GoodsName}: POS_BOON = {row.POS_BOON}')
+
+print('\n2. POS_BOON을 동물약(010103)으로 업데이트...')
+try:
+    session.execute(text("""
+        UPDATE CD_GOODS 
+        SET POS_BOON = '010103'
+        WHERE DrugCode = 'LB000003140'
+    """))
+    session.commit()
+    print('   ✅ 성공!')
+    
+    # 확인
+    result2 = session.execute(text("""
+        SELECT DrugCode, GoodsName, POS_BOON 
+        FROM CD_GOODS 
+        WHERE DrugCode = 'LB000003140'
+    """))
+    row2 = result2.fetchone()
+    print(f'   {row2.GoodsName}: POS_BOON = {row2.POS_BOON}')
+    
+except Exception as e:
+    session.rollback()
+    print(f'   ❌ 실패: {e}')
+
+session.close()