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✨ 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
78 lines
585 B
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78 lines
585 B
Plaintext
# Python
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__pycache__/
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*.py[cod]
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*$py.class
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*.so
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.Python
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build/
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develop-eggs/
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dist/
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downloads/
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eggs/
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.eggs/
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lib/
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lib64/
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parts/
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sdist/
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var/
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wheels/
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*.egg-info/
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.installed.cfg
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*.egg
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# Virtual environments
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venv/
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ENV/
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env/
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.venv
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# Poetry
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poetry.lock
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# IDE
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.vscode/
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.idea/
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*.swp
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*.swo
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*~
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# Environment
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.env
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.env.local
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.env.*.local
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# Logs
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*.log
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logs/
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# Database
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*.db
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*.sqlite
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# Output
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output/
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data/chroma_db/
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# Coverage
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htmlcov/
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.coverage
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.coverage.*
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coverage.xml
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*.cover
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# Testing
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.pytest_cache/
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.tox/
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# Docker
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.dockerignore
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# OS
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.DS_Store
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Thumbs.db
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# Temporary
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tmp/
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temp/
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*.tmp
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