Initial commit: LLM Automation Docs & Remediation Engine v2.0

Features:
- Automated datacenter documentation generation
- MCP integration for device connectivity
- Auto-remediation engine with safety checks
- Multi-factor reliability scoring (0-100%)
- Human feedback learning loop
- Pattern recognition and continuous improvement
- Agentic chat support with AI
- API for ticket resolution
- Frontend React with Material-UI
- CI/CD pipelines (GitLab + Gitea)
- Docker & Kubernetes deployment
- Complete documentation and guides

v2.0 Highlights:
- Auto-remediation with write operations (disabled by default)
- Reliability calculator with 4-factor scoring
- Human feedback system for continuous learning
- Pattern-based progressive automation
- Approval workflow for critical actions
- Full audit trail and rollback capability

api/requirements-api.txt

@@ -0,0 +1,18 @@
+# FastAPI and server
+fastapi==0.109.0
+uvicorn[standard]==0.27.0
+python-multipart==0.0.6
+
+# Additional dependencies
+python-markdown==3.5.1
+aiofiles==23.2.1
+python-jose[cryptography]==3.3.0
+passlib[bcrypt]==1.7.4
+
+# Database (optional)
+sqlalchemy==2.0.25
+alembic==1.13.1
+
+# Utilities
+pydantic==2.5.3
+pydantic-settings==2.1.0