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

✨ Features:
- 🤖 MCP Integration for device connectivity
- 📊 Multi-factor reliability scoring system
- 🔄 Human feedback loop with pattern learning
- ⚙️ Auto-remediation engine (disabled by default)
- 🔐 Safety-first design with approval workflows
- 📈 Progressive automation based on success rates
- 🎯 Decision engine with policy-based control
- 📋 Complete audit trail and rollback capability
- 🚀 FastAPI backend with async processing
- 💬 Agentic chat with autonomous doc search
- 🎨 React frontend with Material-UI
- 🐳 Docker Compose and Kubernetes ready
- 🔄 CI/CD pipelines (GitLab + Gitea)
- 📚 Comprehensive documentation

🔧 Components:
- API: Ticket resolution with auto-remediation
- Chat: AI-powered support with doc search
- Workers: Background processing with Celery
- Frontend: React UI with feedback system
- MCP Client: Device connectivity layer
- Reliability Calculator: Multi-factor scoring
- Decision Engine: Smart automation decisions
- Auto-Remediation Engine: Safe write operations

📦 Tech Stack:
- Python 3.10 + Poetry
- FastAPI + Uvicorn
- PostgreSQL + Redis
- Celery + Flower
- React + Material-UI
- Claude Sonnet 4.5
- ChromaDB for vector search
- Docker + Kubernetes

🎯 Safety Features:
- Auto-remediation disabled by default
- Explicit opt-in per ticket
- Multi-factor reliability thresholds
- Approval workflow for critical actions
- Pre/post execution checks
- Rate limiting and time windows
- Full rollback capability
- Complete audit trail

📈 Learning System:
- Pattern recognition from similar tickets
- Feedback-driven improvement
- Progressive automation thresholds
- Success rate tracking
- Confidence level classification

For more info: see README_COMPLETE_SYSTEM.md and AUTO_REMEDIATION_GUIDE.md

.gitignore

@@ -19,17 +19,15 @@ wheels/
 *.egg-info/
 .installed.cfg
 *.egg
-MANIFEST
 
 # Virtual environments
-.env
-.venv
-env/
 venv/
 ENV/
-env.bak/
+env/
-venv.bak/
+.venv
-.poetry/
+
+# Poetry
+poetry.lock
 
 # IDE
 .vscode/
@@ -37,58 +35,43 @@ venv.bak/
 *.swp
 *.swo
 *~
-.DS_Store
 
-# Testing
+# Environment
-.tox/
+.env
-.coverage
+.env.local
-.coverage.*
+.env.*.local
-.cache
-nosetests.xml
-coverage.xml
-*.cover
-.hypothesis/
-.pytest_cache/
-htmlcov/
 
 # Logs
 *.log
 logs/
-*.log.*
 
 # Database
 *.db
 *.sqlite
-*.sqlite3
-
-# Environment variables
-.env.local
-.env.*.local
 
 # Output
 output/
-data/
+data/chroma_db/
-*.tar.gz
-*.zip
 
-# Node
+# Coverage
-node_modules/
+htmlcov/
-npm-debug.log*
+.coverage
-yarn-debug.log*
+.coverage.*
-yarn-error.log*
+coverage.xml
-.pnp/
+*.cover
-.pnp.js
+
-dist/
+# Testing
-build/
+.pytest_cache/
+.tox/
 
 # Docker
 .dockerignore
 
-# Temporary files
-*.tmp
-*.temp
-.cache/
-
 # OS
+.DS_Store
 Thumbs.db
-Desktop.ini
+
+# Temporary
+tmp/
+temp/
+*.tmp