LOOMEK Architecture Diagram

Visual overview of the full platform architecture | DW-Q-2026-014

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LOOMEK — Architecture Vision Diagram AI-First Loomek Platform | DW-Q-2026-014 | Dreamwell Technologies USER INTERFACE LAYER 📱 Consumer App React Native + Expo Android + iOS ✅ 16 screens scaffolded 🚗 Driver App React Native + Expo Android + iOS ✅ Dashboard deployed 🏪 Merchant Dashboard Next.js Web Catalog · Orders · GST ✅ Deployed 📊 Admin Dashboard Next.js Web 6 tabs · Analytics ✅ Deployed 🩺 Service Pro Next.js Web Jobs · Schedule · Earnings ✅ Deployed 💬 WhatsApp AI Bot (Planned) Q2 2027 EDGE / PROXY LAYER 🌐 Cloudflare CDN DDoS Protection · WAF · Edge Cache ⚙️ Traefik Reverse Proxy TLS Termination · Routing · Load Balancing APPLICATION LAYER — FastAPI (Python) 🔧 Core API Auth · Users · Catalog Orders · Cart · Checkout ✅ 58+ endpoints 📊 Admin API Stats · Users · Revenue Products · Categories ✅ 7 endpoints 🚗 Driver API Orders · Status · Earnings Location · Profile ✅ 7 endpoints 🩺 Service Pro API Jobs · Schedule · Ratings Profiles · Verification ✅ 18 endpoints 💳 Payment API Razorpay · UPI · Cards Webhooks · Refunds ✅ Deployed 🔐 Auth Service JWT · OTP · Biometric 5 Roles · KYC ✅ Deployed 🤖 AI Engine Chat · Search · Recommend Classify · Insights ✅ 8 endpoints 🔌 PLUGIN ARCHITECTURE — Each service is an independent plugin 🍔 Food 🛒 Grocery 💊 Medicine 🚕 Taxi 📦 Parcel 👨‍⚕️ Doctor 💊 Reminders 🔬 Lab Tests 🏥 Hospital Bed + Future Services AI ORCHESTRATION LAYER 💬 AI Chat RAG · GLM + ChromaDB ✅ Deployed 🔍 AI Search Semantic · Cross-catalog ✅ Deployed 🎯 AI Recommend Personalized feeds 🔨 Q4 2026 🛣️ AI Route Opt Multi-stop · Traffic-aware 🔨 Q2 2027 💰 AI Pricing Dynamic · Demand-aware 🔨 Q4 2027 🛡️ AI Fraud Real-time scoring 🔨 Q4 2027 📊 AI Analytics Business insights 🔨 Q4 2026 🔮 AI Forecast Demand prediction 🔨 Q4 2028 🧠 Model Orchestration — 4-Tier Strategy Tier 1: GLM (Z.ai) Cloud → Tier 2: Ollama Fallback → Tier 3: Fine-tuned → Tier 4: On-device 🔄 AI Flywheel Pipeline User Actions → Data → Training → Models → Better UX → More Actions DATA LAYER 🐘 PostgreSQL Transactional Data Users · Orders · Products Merchants · Drivers · Payments 📦 ChromaDB Vector Database Product embeddings Support KB · AI RAG ⚡ Redis Cache · Sessions · Pub/Sub Real-time features Rate limiting · OTP store 🦙 Ollama Local AI Models (7) Llama 3 · Qwen · Mistral nomic-embed-text 📁 Object Storage S3 / MinIO (Planned) Images · Documents Backups · Logs 📊 Data Pipeline: Event Bus (Kafka) → Stream Processing → Feature Store (Redis) → ML Training → Model Registry → Deployment INFRASTRUCTURE LAYER — Hetzner Cloud (162.55.190.219) 🐳 Docker Compose 5 Loomek containers 3 Dreamwell Web containers ✅ Running ☸️ Kubernetes Auto-scaling (Planned) Stage 3 (500K+ users) 📋 Y2-Y3 🔄 CI/CD Pipeline GitHub Actions Auto-deploy on push ✅ Active 📈 Monitoring Health checks · Logs Alerts (Planned) 🔨 Enhanced 🔒 Security TLS 1.3 · JWT · OTP DPDP Act · GST Ready ✅ Active 📋 Audit Log Immutable logs Compliance 🔨 Planned SCALABILITY ROADMAP — 100 → 10M Users Stage 1 — Monolith (Current) Single Docker Compose · <50K users Single PostgreSQL + Redis + ChromaDB ✅ Active Stage 2 — Modular Monolith Read replicas · Redis cluster · 50K-500K CDN · Horizontal API scaling 🔨 Year 2 Stage 3 — Microservices Kubernetes · Event Bus (Kafka) Independent DBs · 500K-2M 📋 Year 3 Stage 4 — Distributed Multi-region · Active-active Edge computing · 2M-10M 📋 Year 4-5 Users: 50K (Y1) → 500K (Y2) → 2M (Y3) → 5M (Y4) → 10M (Y5) | Cities: 5 → 20 → 50 → 200 → 500+ ✅ Deployed & Live 🔨 In Progress / Planned 📋 Future Phase — — — Data Flow ━━▶ API Request LOOMEK Architecture Vision v1.0 | DW-Q-2026-014 | © 2026 Dreamwell Technologies Pvt Ltd Generated: 11 July 2026 | Classification: Confidential — Strategic REVENUE STREAMS (14 total) ✅ Delivery Commission (10-25%) ✅ Mobility Commission (15-20%) ✅ Service Commission (15-25%) 🔨 Subscriptions · Membership · Ads 🔨 Wallet · Merchant Promos · Cashback · Corporate 📋 API Marketplace · Premium AI · Logistics B2B · Data Monetization
58+
API Endpoints
8
AI Endpoints
9
Service Categories
5
Docker Containers
7
Frontend Pages
14
Revenue Streams
10M users
Scalability Target
5 Years
Year Roadmap

User Interface Layer

Consumer App, Driver App, Merchant Dashboard, Admin Dashboard, Service Pro Dashboard, WhatsApp Bot

Edge / Proxy Layer

Cloudflare CDN + DDoS protection, Traefik reverse proxy with TLS termination and load balancing

Application Layer

FastAPI backend with Core API, Admin, Driver, Service Pro, Payment, Auth, and AI Engine modules

AI Orchestration

8 AI services with 4-tier model strategy: GLM → Ollama → Fine-tuned → On-device

Data Layer

PostgreSQL (transactions), ChromaDB (vectors), Redis (cache), Ollama (local AI), Object Storage

Infrastructure

Docker Compose on Hetzner, CI/CD via GitHub Actions, monitoring, security, audit logging

LOOMEK Architecture Diagram | DW-Q-2026-014 | © 2026 Dreamwell Technologies Pvt Ltd

Generated: 11 July 2026 | Classification: Confidential — Strategic

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