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

Dockerfile

@@ -0,0 +1,85 @@
+# Multi-stage Dockerfile per Datacenter Documentation System
+# Stage 1: Build MkDocs documentation
+FROM python:3.11-slim as docs-builder
+
+WORKDIR /build
+
+# Install MkDocs e plugins
+RUN pip install --no-cache-dir \
+    mkdocs==1.5.3 \
+    mkdocs-material==9.5.3 \
+    mkdocs-git-revision-date-localized-plugin==1.2.2 \
+    mkdocs-minify-plugin==0.7.2 \
+    mkdocs-awesome-pages-plugin==2.9.2 \
+    mkdocs-macros-plugin==1.0.5 \
+    markdown==3.5.1 \
+    pymdown-extensions==10.5
+
+# Copy documentation source
+COPY mkdocs.yml /build/
+COPY docs /build/docs/
+COPY templates /build/docs/sections/
+
+# Build documentation
+RUN mkdocs build --clean --strict
+
+# Stage 2: Runtime application
+FROM python:3.11-slim
+
+LABEL maintainer="automation-team@company.com"
+LABEL description="Datacenter Documentation Server with FastAPI and MCP"
+
+# Installinstall system dependencies
+RUN apt-get update && apt-get install -y \
+    gcc \
+    libpq-dev \
+    openssh-client \
+    snmp \
+    curl \
+    && rm -rf /var/lib/apt/lists/*
+
+WORKDIR /app
+
+# Copy requirements
+COPY requirements.txt /app/
+COPY api/requirements-api.txt /app/
+
+# Install Python dependencies
+RUN pip install --no-cache-dir -r requirements.txt \
+    && pip install --no-cache-dir -r requirements-api.txt
+
+# Copy application code
+COPY api/ /app/api/
+COPY mcp-server/ /app/mcp-server/
+COPY scripts/ /app/scripts/
+
+# Copy built documentation from builder stage
+COPY --from=docs-builder /build/site /app/site
+
+# Create necessary directories
+RUN mkdir -p /app/docs/sections /app/config /app/logs
+
+# Copy sections (templates will be populated by automation)
+COPY templates/ /app/docs/sections/
+
+# Create non-root user
+RUN useradd -m -u 1000 appuser && \
+    chown -R appuser:appuser /app
+
+USER appuser
+
+# Expose ports
+# 8000: FastAPI documentation server
+# 8001: MCP server
+EXPOSE 8000 8001
+
+# Health check
+HEALTHCHECK --interval=30s --timeout=10s --start-period=5s --retries=3 \
+    CMD curl -f http://localhost:8000/health || exit 1
+
+# Startup script
+COPY --chown=appuser:appuser docker-entrypoint.sh /app/
+RUN chmod +x /app/docker-entrypoint.sh
+
+ENTRYPOINT ["/app/docker-entrypoint.sh"]
+CMD ["server"]