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LookLens

See it, scan it, wear it.

LookLens is a hackathon project about empowering women. In specific, pushing back on the financially exploitative side of the beauty industry. LookLens lets you upload a photo/take a photo of makeup, and see an AI-generated preview of that makeup on you — before a single product hits your cart.

How it works

Upload a photo, pick a template, and LookLens runs a Google GenAI pipeline to render the styled look on your face.

Research pipeline

Stack

  • Next.js 16 (App Router) + React 19
  • Clerk for auth
  • Drizzle ORM + Neon (Postgres)
  • UploadThing for image uploads
  • Google GenAI (@google/genai) for the makeup pipeline
  • Tailwind v4 + shadcn / Base UI components

Getting started

pnpm install
pnpm dev           # or: pnpm dev:https

Open http://localhost:3000.

Environment

Create .env.local with at minimum:

# Recommended for most uses
DATABASE_URL=

# For uses requiring a connection without pgbouncer
DATABASE_URL_UNPOOLED=

# Parameters for constructing your own connection string
PGHOST=
PGHOST_UNPOOLED=
PGUSER=
PGDATABASE=
PGPASSWORD=

# Parameters for Vercel Postgres Templates
POSTGRES_URL=
POSTGRES_URL_NON_POOLING=
POSTGRES_USER=
POSTGRES_HOST=
POSTGRES_PASSWORD=
POSTGRES_DATABASE=
POSTGRES_URL_NO_SSL=
POSTGRES_PRISMA_URL=

# Clerk
NEXT_PUBLIC_CLERK_PUBLISHABLE_KEY=
CLERK_SECRET_KEY=

# Encryption (generate with OpenSSH)
ENCRYPTION_KEY=

# File Uploads
UPLOADTHING_TOKEN=

# Brain of the process
GEMINI_API_KEY=

Database

pnpm db:generate   # create migrations from schema changes
pnpm db:migrate    # apply migrations
pnpm db:studio     # browse the DB

Schema lives in lib/db/schema.ts; migrations in drizzle/.

Layout

app/
  (auth)/              sign-in / sign-up routes
  (pwa)/               PWA shell
  api/uploadthing/     upload route handler
  dashboard/
    makeup/[templateId]/
    onboarding/
lib/
  makeup-pipeline.ts   AI Research pipeline
  db/                  drizzle client + schema
  auth.ts, encryption.ts, uploadthing.ts

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