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4db78b7176
The JWT callback was optimized to only query the DB on sign-in or explicit session update, but the middleware reads the JWT cookie which was stale after org changes. Reverted to always refreshing org data in the JWT callback (matching original behavior). Also switched workspace- setup and onboarding completion to hard navigation to guarantee the middleware re-evaluates with the latest JWT cookie. Made-with: Cursor |
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Echo OCR
OCR-powered response card scanner and management tool for Echo Life Church.
Scans front/back of paper response cards (PDF or images), extracts structured data using a local Ollama vision model, stores results in PostgreSQL, and serves them through a modern filterable table UI.
Stack
- Next.js 15 (App Router) + Tailwind CSS v4 + shadcn/ui
- TanStack Table for data tables with filtering, sorting, pagination
- Prisma + PostgreSQL for data storage
- Ollama (local LLM) for OCR via vision models (LLaVA 7B recommended)
- MinIO (S3-compatible) for PDF/image storage
- Docker for deployment via Coolify
Local Development
Prerequisites
- Node.js 18+
- Docker + Docker Compose (for PostgreSQL + MinIO)
- Ollama running locally with a vision model (
ollama pull llava:7b) - GraphicsMagick (
brew install graphicsmagick) for PDF-to-image conversion
Setup
# Install dependencies
npm install
# Start local PostgreSQL + MinIO
docker compose up -d postgres minio
# Create MinIO bucket (visit http://localhost:9001, login minioadmin/minioadmin)
# Push database schema
npm run db:push
# Start dev server
npm run dev
Open http://localhost:3000.
Environment Variables
Copy .env.example to .env and configure:
cp .env.example .env
Deployment (Coolify)
See the deployment section in the project plan for step-by-step Coolify setup instructions including PostgreSQL, MinIO bucket creation, Ollama configuration, and Traefik routing.
API Endpoints
| Method | Path | Description |
|---|---|---|
| GET | /api/cards |
List cards (filters, pagination, search) |
| POST | /api/cards |
Create a card |
| GET | /api/cards/[id] |
Get card with presigned image URLs |
| PUT | /api/cards/[id] |
Update card fields |
| DELETE | /api/cards/[id] |
Delete card and images |
| POST | /api/cards/[id]/export |
Mark card as exported |
| POST | /api/upload |
Upload PDF/images for OCR |
| GET | /api/jobs |
List processing jobs |
| GET | /api/stats |
Card count statistics |
| GET/PUT | /api/settings |
App settings |
| POST | /api/watch |
Start/stop folder monitoring |
| GET | /api/images/[...path] |
Proxy images from MinIO |