🚀 Full project sync: Hotels RAG & Audit System

✨ Major Features:
- Complete RAG system for hotel website analysis
- Hybrid audit with BGE-M3 embeddings + Natasha NER
- Universal horizontal Excel reports with dashboards
- Multi-region processing (SPb, Orel, Chukotka, Kamchatka)

📊 Completed Regions:
- Орловская область: 100% (36/36)
- Чукотский АО: 100% (4/4)
- г. Санкт-Петербург: 93% (893/960)
- Камчатский край: 87% (89/102)

🔧 Infrastructure:
- PostgreSQL with pgvector extension
- BGE-M3 embeddings API
- Browserless for web scraping
- N8N workflows for automation
- S3/Nextcloud file storage

📝 Documentation:
- Complete DB schemas
- API documentation
- Setup guides
- Status reports

check_report_status.py

@@ -0,0 +1,59 @@
+import psycopg2
+from urllib.parse import unquote
+import json
+
+conn = psycopg2.connect(
+    host='147.45.189.234',
+    port=5432,
+    database='default_db',
+    user='gen_user',
+    password=unquote('2~~9_%5EkVsU%3F2%5CS')
+)
+cur = conn.cursor()
+
+print("\n📊 АКТУАЛЬНАЯ ИНФОРМАЦИЯ ПО ОТЧЕТАМ:\n")
+
+# Проверяем какие версии аудита есть
+cur.execute("""
+    SELECT audit_version, COUNT(*) as count
+    FROM hotel_audit_results
+    GROUP BY audit_version
+    ORDER BY audit_version
+""")
+print("📋 Версии аудита в базе:")
+for row in cur.fetchall():
+    print(f"   - {row[0]}: {row[1]} отелей")
+
+# Проверяем по регионам для v1.0_with_rkn
+cur.execute("""
+    SELECT h.region_name, COUNT(*) as count
+    FROM hotel_audit_results ar
+    JOIN hotel_main h ON ar.hotel_id = h.id
+    WHERE ar.audit_version = 'v1.0_with_rkn'
+    GROUP BY h.region_name
+    ORDER BY count DESC
+""")
+print("\n🌍 Регионы с аудитом v1.0_with_rkn:")
+for row in cur.fetchall():
+    print(f"   - {row[0]}: {row[1]} отелей")
+
+# Проверяем структуру для Чукотки
+cur.execute("""
+    SELECT h.full_name, ar.score_percentage, ar.criteria_results
+    FROM hotel_audit_results ar
+    JOIN hotel_main h ON ar.hotel_id = h.id
+    WHERE ar.audit_version = 'v1.0_with_rkn'
+    AND h.region_name = 'Чукотский автономный округ'
+    LIMIT 1
+""")
+result = cur.fetchone()
+if result:
+    print(f"\n📝 Пример отеля из Чукотки:")
+    print(f"   Название: {result[0]}")
+    print(f"   Балл: {result[1]}%")
+    criteria = result[2]
+    if isinstance(criteria, dict):
+        print(f"   Критериев: {len(criteria.keys())}")
+        print(f"   Ключи: {', '.join(sorted(criteria.keys())[:5])}...")
+
+conn.close()