Version: 2.0.0 | Last Updated: May 2026
Complete technology inventory for the Satark-AI deepfake detection platform.
┌─────────────────────────────────────────────────────────────────┐
│ FRONTEND │ API GATEWAY │ AI ENGINE │
│ React 18 + Vite │ Hono + Node.js │ FastAPI + Python 3.11 │
│ TypeScript 5.2 │ Drizzle ORM │ PyTorch 2.2 │
│ Tailwind CSS 3.4 │ Clerk Auth │ Wav2Vec2 │
│ Framer Motion │ PostgreSQL │ SpeechBrain 1.0 │
└─────────────────────────────────────────────────────────────────┘
│ EDGE │ INFRA │ SHARED │
│ Cloudflare Workers │ Docker Compose │ Zod Schemas │
│ NVIDIA NIM API │ GitHub Actions │ Turborepo │
│ Llama 3.2-90B │ Vercel + Render │ TypeScript Types │
└─────────────────────────────────────────────────────────────────┘
Technology
Version
Purpose
React
18.2
Core UI framework — component-based architecture
Vite
7.1
Build tool with HMR, ESM-native bundling
TypeScript
5.2
Static type safety across the frontend
Tailwind CSS
3.4
Utility-first CSS framework
Framer Motion
12.33
Declarative animations (dashboard cards, transitions)
React Router DOM
6.21
Client-side routing (SPA)
TanStack React Query
5.17
Server state management, caching, refetching
Clerk React
4.30
Authentication UI components (SignIn, SignUp, UserButton)
Recharts
3.7
Analytics charts (PieChart, BarChart)
Wavesurfer.js
7.12
Audio waveform visualization and playback
Lucide React
0.316
Icon library (consistent, tree-shakeable)
React Hook Form
7.50
Form state management with validation
Zod
3.22
Schema validation (shared with backend)
jsPDF
4.1
Client-side PDF report generation
jsPDF-AutoTable
5.0
Table formatting in PDF exports
clsx
2.1
Conditional className utility
tailwind-merge
2.2
Intelligent Tailwind class merging
class-variance-authority
0.7
Component variant management
tailwindcss-animate
1.0
Animation utilities for Tailwind
Radix UI (react-slot)
1.0
Headless UI primitives
Vercel Analytics
2.0
Production analytics tracking
vite-plugin-pwa
1.3
PWA generation (Workbox service worker)
Technology
Version
Purpose
@vitejs/plugin-react
4.7
React Fast Refresh for Vite
PostCSS
8.4
CSS processing pipeline
Autoprefixer
10.4
Vendor prefix automation
Technology
Version
Purpose
Hono
4.0
Ultrafast web framework (Cloudflare/Node/Bun compatible)
@hono/node-server
1.19
Node.js HTTP adapter for Hono
@hono/clerk-auth
3.1
Clerk JWT middleware for Hono
@hono/zod-validator
0.2
Request validation via Zod schemas
Drizzle ORM
0.45
Type-safe SQL query builder
pg
8.20
PostgreSQL client (node-postgres)
dotenv
16.6
Environment variable loading
Node.js crypto
Built-in
SHA-256 hashing for deduplication
Technology
Version
Purpose
tsx
4.21
TypeScript execution (dev mode)
drizzle-kit
0.31
Schema migrations and introspection
@types/pg
8.16
PostgreSQL type definitions
3–5x faster request handling (no middleware overhead)
Native TypeScript support with type-safe routing
Works on Node.js, Bun, Cloudflare Workers, and Deno
Built-in CORS, Zod validation, and auth middleware adapters
Smaller bundle size (~14KB vs Express ~200KB)
Technology
Version
Purpose
FastAPI
0.111
Async Python web framework with auto-docs
Uvicorn
0.29
ASGI server (production-grade)
PyTorch
2.2 (CPU)
Deep learning inference runtime
torchaudio
2.2
Audio tensor operations
Transformers (HuggingFace)
4.40
Wav2Vec2 model loading and inference
SpeechBrain
1.0.2
ECAPA-TDNN speaker encoder
Librosa
0.10.2
Audio feature extraction (MFCC, ZCR, spectral rolloff)
NumPy
1.26.4
Numerical computing
SoundFile
0.12.1
Audio file I/O
httpx
0.27
Async HTTP client (audio URL downloads)
python-multipart
0.0.9
Multipart form data parsing
huggingface_hub
0.23
Model downloading from HuggingFace Hub
moviepy
1.0.3
Video-to-audio extraction (MP4 → WAV)
Python
3.11
Runtime (slim Docker image)
Model
Architecture
Parameters
Purpose
garystafford/wav2vec2-deepfake-voice-detectorWav2Vec2ForSequenceClassification
~95M
Audio deepfake detection
speechbrain/spkrec-ecapa-voxcelebECAPA-TDNN
~6M
Speaker embedding (192-dim)
meta/llama-3.2-90b-vision-instructLlama 3.2 Vision
90B
Image deepfake detection (via NVIDIA NIM)
System Dependencies (Docker)
Package
Purpose
libsndfile1Audio file reading (required by soundfile/librosa)
ffmpegAudio/video codec support (required by moviepy)
Edge / Serverless (cloudflare-worker)
Technology
Purpose
Cloudflare Workers (V8 isolate)
Serverless edge compute
NVIDIA NIM API
Vision-language model inference
AbortController
Request timeout management
Web Crypto API
(Available if needed for hashing)
Why Cloudflare Workers for Image Detection?
API key isolation: NVIDIA key stored in Cloudflare Secrets, never exposed to frontendEdge latency: Runs close to user, reduces round-trip timeNo cold start: V8 isolates start in <5ms (vs Render's 30–60s)Independent scaling: Image pipeline doesn't compete with audio engine for resourcesCORS control: Strict origin whitelist at the edge
Technology
Version
Purpose
PostgreSQL
14+
Primary data store
Drizzle ORM
0.45
Schema definition, migrations, type-safe queries
pg (node-postgres)
8.20
Connection pooling (max 20, 5s timeout)
SSL
Required
Encrypted connections to cloud DB
Provider
Tier
Notes
Supabase
Free (500MB)
Recommended — built-in dashboard
Neon
Free (512MB)
Serverless PostgreSQL, auto-scaling
Railway
Free ($5 credit)
Simple setup, good DX
Technology
Purpose
Turborepo
Monorepo build orchestration, caching
Docker
Containerization (engine Dockerfile)
Docker Compose
Local multi-service orchestration
GitHub Actions
CI/CD (keep-alive cron)
Vercel
Frontend hosting (CDN, edge functions)
Render
Backend hosting (API + Engine)
Cloudflare Workers
Edge serverless (image proxy)
Shared Package (packages/shared)
Technology
Purpose
Zod
Runtime schema validation
TypeScript
Shared type definitions
Exports:
AudioUploadSchema / AudioUploadTypeScanResultSchema / ScanResultType
Consumed by both apps/api and apps/web for end-to-end type safety.
Technology
Purpose
Clerk
Identity provider (JWT-based)
@clerk/clerk-react
Frontend auth components
@hono/clerk-auth
Backend JWT verification
@clerk/themes
UI theme customization
Flow: Clerk issues JWT → Frontend attaches to requests → API Gateway verifies via clerkMiddleware() → Extracts userId from token claims.
Security Libraries & Patterns
Pattern
Implementation
JWT verification
Clerk middleware (server-side)
Input validation
Zod schemas (shared package)
File hashing
Node.js crypto.subtle.digest("SHA-256")
Rate limiting
In-memory Map with TTL
CORS
Strict origin whitelist (no wildcard)
Container security
Non-root user, no-new-privileges
Secret management
Cloudflare Worker Secrets (NVIDIA key)
Version Compatibility Matrix
Component
Minimum
Tested
Node.js
18.0
20.x
Python
3.11
3.11
PostgreSQL
14
14+
Docker
20.10
Latest
npm
9.0
10.x