openreader/docs-site/docs/deploy/local-development.md
Richard R 37a90b734d feat(pdf): migrate to PP-DocLayoutV3 ONNX model and update PDF block taxonomy
Switch PDF layout parsing to use the PP-DocLayoutV3 ONNX model, replacing the previous Docling-based approach. Update all environment variables, model fetching, and manifest handling for the new model and its artifacts. Refactor block kind taxonomy throughout the codebase, tests, and UI to align with PP-DocLayoutV3 labels, including expanded and renamed block types. Revise document settings, block filtering, and stitching logic to support the new set of block kinds. Update documentation and environment variable references to reflect the model transition.

BREAKING CHANGE: PDF parsing now requires PP-DocLayoutV3 ONNX model and updated environment variables; block kind names and settings have changed throughout the system.
2026-05-18 04:26:39 -06:00

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title
Local Development

import Tabs from '@theme/Tabs'; import TabItem from '@theme/TabItem';

Prerequisites

Node.js + pnpm (required)
brew install nvm pnpm
mkdir -p ~/.nvm
echo 'export NVM_DIR="$HOME/.nvm"' >> ~/.zshrc
echo '[ -s "$(brew --prefix nvm)/nvm.sh" ] && . "$(brew --prefix nvm)/nvm.sh"' >> ~/.zshrc
source ~/.zshrc
nvm install --lts
nvm use --lts
node -v
pnpm -v
# Debian/Ubuntu example
sudo apt update
sudo apt install -y curl
curl -fsSL https://raw.githubusercontent.com/nvm-sh/nvm/v0.40.3/install.sh | bash
export NVM_DIR="$HOME/.nvm"
[ -s "$NVM_DIR/nvm.sh" ] && . "$NVM_DIR/nvm.sh"
nvm install --lts
nvm use --lts
corepack enable
corepack prepare pnpm@latest --activate
node -v
pnpm -v
SeaweedFS weed binary (required unless using external S3)
brew install seaweedfs
weed version

:::warning SeaweedFS Compatibility Note (April 16, 2026) If you see intermittent S3 InternalError upload failures with embedded storage, use SeaweedFS 4.18. OpenReader currently pins 4.18 in CI and Docker builds while 4.19 compatibility is investigated. :::

# Linux amd64 example (pin 4.18)
mkdir -p "$HOME/.local/bin"
curl -fsSL -o /tmp/seaweedfs.tar.gz \
  https://github.com/seaweedfs/seaweedfs/releases/download/4.18/linux_amd64.tar.gz
tar -xzf /tmp/seaweedfs.tar.gz -C /tmp weed
install -m 0755 /tmp/weed "$HOME/.local/bin/weed"
echo 'export PATH="$HOME/.local/bin:$PATH"' >> ~/.bashrc
export PATH="$HOME/.local/bin:$PATH"
weed version

:::warning SeaweedFS Compatibility Note (April 16, 2026) If you see intermittent S3 InternalError upload failures with embedded storage, use SeaweedFS 4.18. OpenReader currently pins 4.18 in CI and Docker builds while 4.19 compatibility is investigated. :::

LibreOffice (optional, for DOCX conversion)
brew install libreoffice
# Debian/Ubuntu example
sudo apt update
sudo apt install -y libreoffice
whisper.cpp (optional, for word-by-word highlighting)

Install build dependencies:

brew install cmake
# Debian/Ubuntu example
sudo apt update
sudo apt install -y git build-essential cmake

Build whisper.cpp:

# clone and build whisper.cpp (no model download needed  OpenReader handles that)
git clone https://github.com/ggml-org/whisper.cpp.git
cd whisper.cpp
cmake -B build
cmake --build build -j --config Release

# point OpenReader to the compiled whisper-cli binary
echo WHISPER_CPP_BIN="$(pwd)/build/bin/whisper-cli"

If you are not on Debian/Ubuntu, install equivalent packages with your distro package manager:

  • Fedora/RHEL: use dnf (gcc gcc-c++ make cmake curl git tar xz)
  • Arch: use pacman (base-devel cmake curl git tar xz)

:::tip Set OPENREADER_COMPUTE_MODE=local and WHISPER_CPP_BIN in your .env to enable word-by-word highlighting. :::

Steps

Required flow

  1. Clone the repository.
git clone https://github.com/richardr1126/openreader.git
cd openreader
  1. Install dependencies.
pnpm i
  1. Configure the environment.
cp .env.example .env

Then edit .env.

Use one of these .env mode templates:

API_BASE=http://host.docker.internal:8880/v1
API_KEY=none
OPENREADER_COMPUTE_MODE=local
# Leave BASE_URL and AUTH_SECRET unset to keep auth disabled.
# (Admin panel is unavailable without auth.)
# API_BASE/API_KEY seed a shared default provider if you want shared mode.
API_BASE=http://host.docker.internal:8880/v1
API_KEY=none
OPENREADER_COMPUTE_MODE=local
BASE_URL=http://localhost:3003
AUTH_SECRET=<generate-with-openssl-rand-hex-32>
# Optional when you need multiple local origins:
# AUTH_TRUSTED_ORIGINS=http://localhost:3003,http://127.0.0.1:3003
# API_BASE / API_KEY are seeded into the admin "default-openai" shared provider
# on first boot, then no longer read. Manage them in Settings → Admin afterwards.
API_BASE=http://host.docker.internal:8880/v1
API_KEY=none
OPENREADER_COMPUTE_MODE=local
BASE_URL=http://localhost:3003
AUTH_SECRET=<generate-with-openssl-rand-hex-32>
# Comma-separated emails to auto-promote to admin on signin.
ADMIN_EMAILS=you@example.com
API_BASE=http://host.docker.internal:8880/v1
API_KEY=none
OPENREADER_COMPUTE_MODE=local
USE_EMBEDDED_WEED_MINI=false
S3_BUCKET=your-bucket
S3_REGION=us-east-1
S3_ACCESS_KEY_ID=your-access-key
S3_SECRET_ACCESS_KEY=your-secret-key
# Optional for non-AWS providers:
# S3_ENDPOINT=https://your-s3-compatible-endpoint
# S3_FORCE_PATH_STYLE=true

:::note Env vars vs. admin panel On first boot, API_KEY / API_BASE and any NEXT_PUBLIC_* flags you've set get auto-seeded into the admin-managed runtime config (DB-backed, keys encrypted at rest). After that, the admin UI is authoritative and editing those env vars no longer changes app behavior. See Admin Panel. :::

:::note User BYOK restriction default If you want each user to enter personal provider credentials, set restrictUserApiKeys=false (from Settings → Admin when auth/admin is enabled, or via legacy first-boot seed NEXT_PUBLIC_RESTRICT_USER_API_KEYS=false for no-admin bootstrap flows). :::

:::info For all environment variables, see Environment Variables. :::

:::tip Optional model prefetch To pre-populate the PDF layout ONNX model cache before first PDF parse, run pnpm fetch-models. :::

See Auth for app/auth behavior. See Admin Panel for the shared-provider and feature-flag management UI. Storage configuration details are in Object / Blob Storage. Refer to Database for database modes. Learn about migration behavior and commands in Migrations.

  1. Start the app.
pnpm dev
pnpm build
pnpm start

:::warning API Base Reachability API_BASE must be reachable from the Next.js server process, not just your browser. :::

Visit http://localhost:3003.

Optional workflows

Run manual DB migrations only for troubleshooting or explicit migration workflows:

  • Migrations run automatically on startup through the shared entrypoint for both pnpm dev and pnpm start.
pnpm migrate

:::info If POSTGRES_URL is set, migrations target Postgres; otherwise local SQLite is used. To disable automatic startup migrations, set RUN_DRIZZLE_MIGRATIONS=false and/or RUN_FS_MIGRATIONS=false. You can run storage migration manually with pnpm migrate-fs. :::