# Deployment Checklist ✅ Complete checklist for deploying Graph RAG Chatbot to production. --- ## Pre-Deployment ### Local Testing - [ ] Clone/download project - [ ] Install Python 3.8+ (local) or Docker - [ ] Create `.env` file with GROQ_API_KEY - [ ] Test locally: `python app.py` or `docker-compose up` - [ ] Upload test document - [ ] Verify graph visualization - [ ] Test chat query - [ ] Check all features work ### Code Review - [ ] Review `app.py` for security issues - [ ] Check `requirements.txt` for vulnerabilities - [ ] Verify no sensitive data in code - [ ] Test error handling - [ ] Check API endpoints with curl/Postman ### Dependencies - [ ] All requirements.txt packages up-to-date - [ ] Python 3.8+ available - [ ] Docker installed (for deployment) - [ ] 2GB+ disk space available - [ ] Internet connection for model downloads --- ## Docker Build (if using Docker) ```bash # Build image docker build -t graph-rag-chatbot . ``` - [ ] Dockerfile is valid syntax - [ ] Base image (python:3.11-slim) available - [ ] All COPY commands reference correct files - [ ] EXPOSE 7860 is present - [ ] CMD uses python app.py ### Build Verification - [ ] Build completes without errors - [ ] No warnings about deprecated packages - [ ] Image size reasonable (~2.5GB uncompressed) - [ ] Image runs without crashes --- ## Hugging Face Spaces Deployment ### Space Creation - [ ] Create new Space at https://huggingface.co/spaces - [ ] Set SDK to "Docker" - [ ] Space name: `graph-rag-chatbot` - [ ] Visibility: Public (or Private as needed) - [ ] License: MIT (or your choice) ### File Upload via Git ```bash git clone https://huggingface.co/spaces/USERNAME/graph-rag-chatbot cd graph-rag-chatbot # Copy all files git add . git commit -m "Initial Graph RAG deployment" git push ``` - [ ] All required files copied to Space - [ ] `app.py` - [ ] `Dockerfile` - [ ] `requirements.txt` - [ ] `templates/index.html` - [ ] `.dockerignore` - [ ] `.env` NOT uploaded (security) - [ ] Git push successful - [ ] HF Spaces build initiated ### Secret Management - [ ] Go to Space Settings - [ ] Click "Repository secrets" - [ ] Add secret: - [ ] Name: `GROQ_API_KEY` - [ ] Value: Your actual Groq API key (from console.groq.com) - [ ] Secret saved (verify by refreshing page) - [ ] Space auto-restarts with secret ### Post-Deployment - [ ] Space shows "Running" status - [ ] App URL is accessible: https://huggingface.co/spaces/USERNAME/graph-rag-chatbot - [ ] Homepage loads (blue gradient UI visible) - [ ] Upload zone visible and functional - [ ] No error messages in space logs --- ## Local Docker Deployment ### Docker Compose ```bash # Copy environment template cp .env.example .env # Edit .env with your GROQ_API_KEY # Start services docker-compose up -d # Verify running docker-compose ps ``` - [ ] `.env` file created - [ ] GROQ_API_KEY set in `.env` - [ ] docker-compose.yml is valid YAML - [ ] Services start without errors - [ ] Port 7860 mapped correctly ### Container Verification - [ ] `docker ps` shows graph-rag-chatbot running - [ ] Health check passes (green in docker ps) - [ ] Logs show "Running on http://0.0.0.0:7860" - [ ] Can access http://localhost:7860 --- ## AWS/Cloud Deployment (if applicable) ### Choose Service - [ ] ECS (Elastic Container Service) - [ ] ECR registry created - [ ] Docker image pushed to ECR - [ ] Task definition created - [ ] Service configured for auto-scaling - [ ] Or: Lightsail, AppRunner, Beanstalk ### Environment Setup - [ ] RDS/Database (if using persistent storage) - [ ] S3 bucket for data storage - [ ] IAM roles configured - [ ] Secrets Manager for GROQ_API_KEY - [ ] CloudWatch logs enabled ### Networking - [ ] VPC configured - [ ] Security groups allow 7860 - [ ] Load balancer configured (if multi-instance) - [ ] SSL/TLS certificate (HTTPS) - [ ] Domain name configured ### Deployment - [ ] Docker image built and pushed - [ ] Service deployed to ECS/AppRunner - [ ] Application accessible via URL - [ ] Health checks passing - [ ] Logs visible in CloudWatch --- ## Performance Optimization ### Before Production - [ ] Gunicorn configured (instead of Flask dev server) - [ ] Multiple workers configured (4-8) - [ ] Timeout settings appropriate (30s) - [ ] Cache headers configured - [ ] Gzip compression enabled ### Infrastructure - [ ] CPU: 2vCPU minimum - [ ] RAM: 4GB minimum (8GB recommended) - [ ] Disk: 10GB available (for models + data) - [ ] Network: 100Mbps+ for model downloads ### Monitoring - [ ] Application metrics exported - [ ] Error logging configured - [ ] Request logs enabled - [ ] Uptime monitoring set up - [ ] Alert thresholds configured --- ## Security Hardening ### API Security - [ ] GROQ_API_KEY never exposed to frontend ✅ - [ ] CORS configured (restrict if possible) - [ ] Rate limiting implemented (if needed) - [ ] Input validation on file uploads ✅ - [ ] File size limits enforced (50MB) ✅ ### Data Security - [ ] Uploaded files validated (file type check) - [ ] Sensitive data not logged - [ ] Database connections encrypted (if DB) - [ ] SSL/TLS for API calls ✅ - [ ] Data retention policy defined ### Container Security - [ ] Non-root user in Dockerfile (if not slim image) - [ ] Minimal base image (python:3.11-slim) ✅ - [ ] No debug ports exposed - [ ] Health checks configured ✅ - [ ] Resource limits set (CPU, memory) ### Deployment Security - [ ] Environment variables used for secrets (not hardcoded) - [ ] .env file in .gitignore ✅ - [ ] CI/CD pipeline secured (if using) - [ ] Access logs monitored - [ ] Regular security patches applied --- ## Post-Deployment Testing ### Functionality - [ ] Homepage loads correctly - [ ] File upload works (test CSV, PDF, TXT) - [ ] Progress bar updates in real-time - [ ] Document status changes: queued → processing → ready - [ ] Graph visualization displays - [ ] Chat query returns results - [ ] Document deletion works - [ ] Multiple uploads work simultaneously ### Performance - [ ] Small file (< 5MB) processes in < 10s - [ ] Query responds in < 5s - [ ] Graph loads in < 1s - [ ] UI responsive (no freezing) - [ ] Concurrent users don't block each other ### Error Handling - [ ] Invalid file types rejected gracefully - [ ] Large files (> 50MB) rejected - [ ] Missing GROQ_API_KEY shows error - [ ] Empty queries handled - [ ] Deleted documents don't cause errors ### Mobile Testing - [ ] Layout responsive on mobile - [ ] Touch interactions work - [ ] Upload works on mobile - [ ] Chat works on mobile - [ ] No console errors --- ## Monitoring & Maintenance ### Continuous Monitoring - [ ] Application logs monitored - [ ] Error rate < 1% - [ ] Response time < 5s (p95) - [ ] Uptime > 99.9% - [ ] CPU usage < 80% - [ ] Memory usage < 80% - [ ] Disk usage monitored ### Regular Maintenance - [ ] Weekly log review - [ ] Monthly security updates - [ ] Quarterly dependency updates - [ ] Backup strategy defined - [ ] Disaster recovery plan ### User Support - [ ] FAQ page created (in docs) - [ ] Support contact listed - [ ] Issue tracking setup - [ ] User feedback mechanism - [ ] Documentation complete --- ## Documentation ### External Documentation - [ ] README.md complete ✅ - [ ] QUICKSTART.md updated ✅ - [ ] API documentation available ✅ - [ ] Deployment guide for your platform - [ ] Troubleshooting guide - [ ] FAQ page ### Internal Documentation - [ ] Architecture documented ✅ - [ ] Database schema (if applicable) - [ ] API endpoint specs - [ ] Configuration options documented ✅ - [ ] Development guide --- ## Communication ### Team/Stakeholders - [ ] Deployment announcement sent - [ ] Release notes prepared - [ ] Stakeholders notified of deployment - [ ] SLA/uptime guarantees communicated - [ ] Support process documented ### Users - [ ] App URL shared - [ ] Getting started guide linked - [ ] Feature highlights documented - [ ] Known limitations listed - [ ] Feedback channel provided --- ## Final Checklist ### Must-Have - [ ] App running and accessible - [ ] Document upload works - [ ] Knowledge graph generates - [ ] Chat queries work - [ ] No critical errors in logs - [ ] GROQ_API_KEY securely configured ### Should-Have - [ ] All tests passing - [ ] Documentation complete - [ ] Performance acceptable - [ ] Security hardened - [ ] Monitoring active ### Nice-to-Have - [ ] Mobile app version - [ ] Advanced analytics - [ ] API clients (Python, JS) - [ ] Tutorial videos - [ ] Community forum --- ## Sign-Off | Item | Person | Date | Notes | |---|---|---|---| | Code Review | | | | | Testing | | | | | Security Review | | | | | Performance Review | | | | | Deployment | | | | | Verification | | | | --- ## Post-Launch ### Day 1 - [ ] Monitor application closely - [ ] Check error rates - [ ] Verify all features working - [ ] Monitor performance metrics - [ ] Be ready to rollback if needed ### Week 1 - [ ] Collect user feedback - [ ] Monitor performance trends - [ ] Check for any issues - [ ] Optimize if needed - [ ] Document any learnings ### Month 1 - [ ] Full performance analysis - [ ] User adoption metrics - [ ] Plan improvements - [ ] Schedule next release - [ ] Review and update documentation --- **Deployment Ready?** Check mark all items above before deploying to production! --- ## Quick Reference | Environment | Command | URL | |---|---|---| | Local | `python app.py` | http://localhost:7860 | | Docker | `docker-compose up -d` | http://localhost:7860 | | HF Spaces | Git push to Space | https://huggingface.co/spaces/USERNAME/graph-rag-chatbot | **Need help?** See README.md or QUICKSTART.md --- **Last Updated**: June 27, 2024 **Version**: 1.0.0