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| # 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 | |