🚀 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

requirements.txt

@@ -0,0 +1,37 @@
+annotated-types==0.7.0
+anyio==4.11.0
+beautifulsoup4==4.14.2
+certifi==2025.10.5
+charset-normalizer==3.4.3
+click==8.3.0
+et_xmlfile==2.0.0
+fastapi==0.118.3
+greenlet==3.2.4
+h11==0.16.0
+httpcore==1.0.9
+httpx==0.28.1
+idna==3.10
+Jinja2==3.1.6
+lxml==6.0.2
+MarkupSafe==3.0.3
+neo4j==6.0.2
+numpy==2.3.3
+openpyxl==3.1.5
+pandas==2.3.3
+playwright==1.55.0
+psycopg2-binary==2.9.11
+pydantic==2.12.0
+pydantic_core==2.41.1
+pyee==13.0.0
+python-dateutil==2.9.0.post0
+pytz==2025.2
+requests==2.32.5
+six==1.17.0
+sniffio==1.3.1
+soupsieve==2.8
+starlette==0.48.0
+typing-inspection==0.4.2
+typing_extensions==4.15.0
+tzdata==2025.2
+urllib3==2.5.0
+uvicorn==0.37.0