Version v1.56.2

* chore(ml): load models on start up

* Download correct model

.github/PULL_REQUEST_TEMPLATE/config.yml

@@ -0,0 +1,2 @@
+blank_issues_enabled: false
+blank_pull_request_template_enabled: false

.github/PULL_REQUEST_TEMPLATE/pull_request_template.md

@@ -0,0 +1,22 @@
+## Description
+<!--- Describe your changes in detail -->
+<!--- Why is this change required? What problem does it solve? -->
+<!--- If it fixes an open issue, please link to the issue here. -->
+
+Fixes # (issue)
+
+
+## How Has This Been Tested?
+
+<!-- Please describe the tests that you ran to verify your changes. Provide instructions so we can reproduce. Please also list any relevant details for your test configuration -->
+
+- [ ] Test A
+- [ ] Test B
+
+## Screenshots (if appropriate):
+
+
+## Checklist:
+
+- [ ] I have performed a self-review of my own code
+- [ ] I have made corresponding changes to the documentation if applicable

.github/workflows/build-mobile.yml

@@ -11,9 +11,15 @@ on:
   push:
     branches: [main]
 
+concurrency:
+  group: ${{ github.workflow }}-${{ github.ref }}
+  cancel-in-progress: true
+
 jobs:
   build-sign-android:
     name: Build and sign Android
+    # Skip when PR from a fork
+    if: ${{ !github.event.pull_request.head.repo.fork }}
     runs-on: macos-12
 
     steps:
@@ -24,7 +30,7 @@ jobs:
           github_ref="${{ github.sha }}"
           ref="${input_ref:-$github_ref}"
           echo "ref=$ref" >> $GITHUB_OUTPUT
-          
+
       - uses: actions/checkout@v3
         with:
           ref: ${{ steps.get-ref.outputs.ref }}
@@ -39,7 +45,7 @@ jobs:
         uses: subosito/flutter-action@v2
         with:
           channel: "stable"
-          flutter-version: "3.3.10"
+          flutter-version: "3.10.0"
           cache: true
 
       - name: Create the Keystore

.github/workflows/cache-cleanup.yml

@@ -4,24 +4,28 @@ on:
     types:
       - closed
 
+concurrency:
+  group: ${{ github.workflow }}-${{ github.ref }}
+  cancel-in-progress: true
+
 jobs:
   cleanup:
     runs-on: ubuntu-latest
     steps:
       - name: Check out code
         uses: actions/checkout@v3
-        
+
       - name: Cleanup
         run: |
           gh extension install actions/gh-actions-cache
-          
+
           REPO=${{ github.repository }}
           BRANCH=${{ github.ref }}
 
           echo "Fetching list of cache keys"
           cacheKeysForPR=$(gh actions-cache list -R $REPO -B $BRANCH -L 100 | cut -f 1 )
 
-          ## Setting this to not fail the workflow while deleting cache keys. 
+          ## Setting this to not fail the workflow while deleting cache keys.
           set +e
           echo "Deleting caches..."
           for cacheKey in $cacheKeysForPR

.github/workflows/codeql-analysis.yml

@@ -20,6 +20,10 @@ on:
   schedule:
     - cron: '20 13 * * 1'
 
+concurrency:
+  group: ${{ github.workflow }}-${{ github.ref }}
+  cancel-in-progress: true
+
 jobs:
   analyze:
     name: Analyze
@@ -48,11 +52,11 @@ jobs:
         # If you wish to specify custom queries, you can do so here or in a config file.
         # By default, queries listed here will override any specified in a config file.
         # Prefix the list here with "+" to use these queries and those in the config file.
-        
+
         # Details on CodeQL's query packs refer to : https://docs.github.com/en/code-security/code-scanning/automatically-scanning-your-code-for-vulnerabilities-and-errors/configuring-code-scanning#using-queries-in-ql-packs
         # queries: security-extended,security-and-quality
 
-        
+
     # Autobuild attempts to build any compiled languages  (C/C++, C#, or Java).
     # If this step fails, then you should remove it and run the build manually (see below)
     - name: Autobuild
@@ -61,7 +65,7 @@ jobs:
     # ℹ️ Command-line programs to run using the OS shell.
     # 📚 See https://docs.github.com/en/actions/using-workflows/workflow-syntax-for-github-actions#jobsjob_idstepsrun
 
-    #   If the Autobuild fails above, remove it and uncomment the following three lines. 
+    #   If the Autobuild fails above, remove it and uncomment the following three lines.
     #   modify them (or add more) to build your code if your project, please refer to the EXAMPLE below for guidance.
 
     # - run: |

.github/workflows/dispatch_sdk_update.yml

@@ -5,6 +5,10 @@ on:
   push:
     branches: ["main"]
 
+concurrency:
+  group: ${{ github.workflow }}-${{ github.ref }}
+  cancel-in-progress: true
+
 jobs:
   update-sdk-repos:
     runs-on: ubuntu-latest

.github/workflows/docker-cleanup.yml

@@ -0,0 +1,79 @@
+# This workflow runs on certain conditions to check for and potentially
+# delete container images from the GHCR which no longer have an associated
+# code branch.
+# Requires a PAT with the correct scope set in the secrets.
+#
+# This workflow will not trigger runs on forked repos.
+
+name: Cleanup Old Docker Images
+
+on:
+  pull_request:
+    types:
+      - "closed"
+  push:
+    paths:
+      - ".github/workflows/docker-cleanup.yml"
+
+concurrency:
+  group: registry-tags-cleanup
+  cancel-in-progress: false
+
+jobs:
+  cleanup-images:
+    name: Cleanup Stale Images Tags for ${{ matrix.primary-name }}
+    runs-on: ubuntu-22.04
+    strategy:
+      fail-fast: false
+      matrix:
+        include:
+          - primary-name: "immich-server"
+          - primary-name: "immich-machine-learning"
+          - primary-name: "immich-web"
+          - primary-name: "immich-proxy"
+    env:
+      # Requires a personal access token with the OAuth scope delete:packages
+      TOKEN: ${{ secrets.PACKAGE_DELETE_TOKEN }}
+    steps:
+      -
+        name: Clean temporary images
+        if: "${{ env.TOKEN != '' }}"
+        uses: stumpylog/image-cleaner-action/ephemeral@v0.1.0
+        with:
+          token: "${{ env.TOKEN }}"
+          owner: "immich-app"
+          is_org: "true"
+          do_delete: "true"
+          package_name: "${{ matrix.primary-name }}"
+          scheme: "pull_request"
+          repo_name: "immich"
+          match_regex: '^pr-(\d+)$|^(\d+)$'
+
+  cleanup-untagged-images:
+    name: Cleanup Untagged Images Tags for ${{ matrix.primary-name }}
+    runs-on: ubuntu-22.04
+    needs:
+      - cleanup-images
+    strategy:
+      fail-fast: false
+      matrix:
+        include:
+          - primary-name: "immich-server"
+          - primary-name: "immich-machine-learning"
+          - primary-name: "immich-web"
+          - primary-name: "immich-proxy"
+          - primary-name: "immich-build-cache"
+    env:
+      # Requires a personal access token with the OAuth scope delete:packages
+      TOKEN: ${{ secrets.PACKAGE_DELETE_TOKEN }}
+    steps:
+      -
+        name: Clean untagged images
+        if: "${{ env.TOKEN != '' }}"
+        uses: stumpylog/image-cleaner-action/untagged@v0.1.0
+        with:
+          token: "${{ env.TOKEN }}"
+          owner: "immich-app"
+          do_delete: "true"
+          is_org: "true"
+          package_name: "${{ matrix.primary-name }}"

.github/workflows/docker.yml

@@ -9,6 +9,13 @@ on:
   release:
     types: [published]
 
+concurrency:
+  group: ${{ github.workflow }}-${{ github.ref }}
+  cancel-in-progress: true
+
+permissions:
+  packages: write
+
 jobs:
   build_and_push:
     runs-on: ubuntu-latest
@@ -19,13 +26,17 @@ jobs:
         include:
           - context: "server"
             image: "immich-server"
+            platforms: "linux/arm/v7,linux/amd64,linux/arm64"
           - context: "web"
             image: "immich-web"
+            platforms: "linux/arm/v7,linux/amd64,linux/arm64"
           - context: "machine-learning"
             image: "immich-machine-learning"
+            platforms: "linux/amd64,linux/arm64"
           - context: "nginx"
             image: "immich-proxy"
-    
+            platforms: "linux/arm/v7,linux/amd64,linux/arm64"
+
     steps:
       - name: Checkout
         uses: actions/checkout@v3
@@ -34,7 +45,7 @@ jobs:
         uses: docker/setup-qemu-action@v2.1.0
 
       - name: Set up Docker Buildx
-        uses: docker/setup-buildx-action@v2.4.1
+        uses: docker/setup-buildx-action@v2.5.0
         # Workaround to fix error:
         # failed to push: failed to copy: io: read/write on closed pipe
         # See https://github.com/docker/build-push-action/issues/761
@@ -49,7 +60,7 @@ jobs:
         with:
           username: ${{ secrets.DOCKERHUB_USERNAME }}
           password: ${{ secrets.DOCKERHUB_TOKEN }}
-        
+
       - name: Login to GitHub Container Registry
         uses: docker/login-action@v2
         # Skip when PR from a fork
@@ -92,7 +103,7 @@ jobs:
         uses: docker/build-push-action@v4.0.0
         with:
           context: ${{ matrix.context }}
-          platforms: linux/arm/v7,linux/amd64,linux/arm64
+          platforms: ${{ matrix.platforms }}
           # Skip pushing when PR from a fork
           push: ${{ !github.event.pull_request.head.repo.fork }}
           cache-from: type=registry,ref=ghcr.io/${{ github.repository_owner }}/immich-build-cache:${{matrix.image}}

.github/workflows/github-repo-stats.yml

@@ -1,19 +0,0 @@
-name: github-repo-stats
-
-on:
-  schedule:
-    # Run this once per day, towards the end of the day for keeping the most
-    # recent data point most meaningful (hours are interpreted in UTC).
-    - cron: "0 23 * * *"
-  workflow_dispatch: # Allow for running this manually.
-
-jobs:
-  j1:
-    name: github-repo-stats
-    runs-on: ubuntu-latest
-    steps:
-      - name: run-ghrs
-        # Use latest release.
-        uses: jgehrcke/github-repo-stats@RELEASE
-        with:
-          ghtoken: ${{ secrets.GHRS_GITHUB_API_TOKEN }}

.github/workflows/prepare-release.yml

@@ -17,13 +17,17 @@ on:
         required: false
         type: boolean
 
+concurrency:
+  group: ${{ github.workflow }}-${{ github.ref }}-root
+  cancel-in-progress: true
+
 jobs:
   bump_version:
     runs-on: ubuntu-latest
-    
+
     outputs:
       ref: ${{ steps.push-tag.outputs.commit_long_sha }}
-    
+
     steps:
       - name: Checkout
         uses: actions/checkout@v3
@@ -37,12 +41,13 @@ jobs:
         id: push-tag
         uses: EndBug/add-and-commit@v9
         with:
-          author_name: Immich Release Bot
-          author_email: bot@immich.app
+          author_name: Alex The Bot
+          author_email: alex.tran1502@gmail.com
+          default_author: user_info 
           message: "Version ${{ env.IMMICH_VERSION }}"
           tag: ${{ env.IMMICH_VERSION }}
           push: true
-          
+
   build_mobile:
     uses: ./.github/workflows/build-mobile.yml
     needs: bump_version
@@ -55,6 +60,11 @@ jobs:
     needs: build_mobile
 
     steps:
+      - name: Checkout
+        uses: actions/checkout@v3
+        with:
+          token: ${{ secrets.ORG_RELEASE_TOKEN }}
+
       - name: Download APK
         uses: actions/download-artifact@v3
         with:

.github/workflows/static_analysis.yml

@@ -5,6 +5,10 @@ on:
   push:
     branches: [main]
 
+concurrency:
+  group: ${{ github.workflow }}-${{ github.ref }}
+  cancel-in-progress: true
+
 jobs:
   mobile-dart-analyze:
     name: Run Dart Code Analysis
@@ -18,8 +22,8 @@ jobs:
       - name: Setup Flutter SDK
         uses: subosito/flutter-action@v2
         with:
-          channel: 'stable'
-          flutter-version: '3.3.10'
+          channel: "stable"
+          flutter-version: "3.10.0"
 
       - name: Install dependencies
         run: dart pub get
@@ -28,4 +32,3 @@ jobs:
       - name: Run dart analyze
         run: dart analyze --fatal-infos
         working-directory: ./mobile
-

.github/workflows/test.yml

@@ -5,10 +5,13 @@ on:
   push:
     branches: [main]
 
+concurrency:
+  group: ${{ github.workflow }}-${{ github.ref }}
+  cancel-in-progress: true
+
 jobs:
   e2e-tests:
     name: Run end-to-end test suites
-
     runs-on: ubuntu-latest
 
     steps:
@@ -18,27 +21,87 @@ jobs:
       - name: Run Immich Server E2E Test
         run: docker-compose -f ./docker/docker-compose.test.yml --env-file ./docker/.env.test up --abort-on-container-exit --exit-code-from immich-server-test
 
-  server-unit-tests:
-    name: Run server unit test suites and checks
+  doc-tests:
+    name: Run documentation checks
     runs-on: ubuntu-latest
+    defaults:
+      run:
+        working-directory: ./docs
 
     steps:
       - name: Checkout code
         uses: actions/checkout@v3
 
-      - name: Run tests
-        run: cd server && npm ci && npm run check:all
+      - name: Run npm install
+        run: npm ci
+
+      - name: Run formatter
+        run: npm run format
+        if: ${{ !cancelled() }}
+
+      - name: Run tsc
+        run: npm run check
+        if: ${{ !cancelled() }}
+
+  server-unit-tests:
+    name: Run server unit test suites and checks
+    runs-on: ubuntu-latest
+    defaults:
+      run:
+        working-directory: ./server
+
+    steps:
+      - name: Checkout code
+        uses: actions/checkout@v3
+
+      - name: Run npm install
+        run: npm ci
+
+      - name: Run linter
+        run: npm run lint
+        if: ${{ !cancelled() }}
+
+      - name: Run formatter
+        run: npm run format
+        if: ${{ !cancelled() }}
+
+      - name: Run tsc
+        run: npm run check
+        if: ${{ !cancelled() }}
+
+      - name: Run unit tests & coverage
+        run: npm run test:cov
+        if: ${{ !cancelled() }}
 
   web-unit-tests:
     name: Run web unit test suites and checks
     runs-on: ubuntu-latest
+    defaults:
+      run:
+        working-directory: ./web
 
     steps:
       - name: Checkout code
         uses: actions/checkout@v3
 
-      - name: Run tests
-        run: cd web && npm ci && npm run check:all
+      - name: Run npm install
+        run: npm ci
+
+      - name: Run linter
+        run: npm run lint
+        if: ${{ !cancelled() }}
+
+      - name: Run formatter
+        run: npm run format
+        if: ${{ !cancelled() }}
+
+      - name: Run svelte checks
+        run: npm run check
+        if: ${{ !cancelled() }}
+
+      - name: Run unit tests & coverage
+        run: npm run test:cov
+        if: ${{ !cancelled() }}
 
   mobile-unit-tests:
     name: Run mobile unit tests
@@ -48,47 +111,143 @@ jobs:
       - name: Setup Flutter SDK
         uses: subosito/flutter-action@v2
         with:
-          channel: 'stable'
-          flutter-version: '3.3.10'
+          channel: "stable"
+          flutter-version: "3.10.0"
       - name: Run tests
         working-directory: ./mobile
-        run: flutter test
+        run: flutter test -j 1
 
-  mobile-integration-tests:
-    name: Run mobile end-to-end integration tests
-    runs-on: macos-latest
+  generated-api-up-to-date:
+    name: Check generated files are up-to-date
+    runs-on: ubuntu-latest
     steps:
       - uses: actions/checkout@v3
-      - uses: actions/setup-java@v3
+      - name: Run API generation
+        run: npm --prefix server run api:generate
+      - name: Find file changes
+        uses: tj-actions/verify-changed-files@v13.1
+        id: verify-changed-files
         with:
-          distribution: 'adopt'
-          java-version: '11'
-      - name: Cache android SDK
-        uses: actions/cache@v3
-        id: android-sdk
+          files: |
+            mobile/openapi
+            web/src/api/open-api
+      - name: Verify files have not changed
+        if: steps.verify-changed-files.outputs.files_changed == 'true'
+        run: |
+          echo "ERROR: Generated files not up to date!"
+          echo "Changed files: ${{ steps.verify-changed-files.outputs.changed_files }}"
+          exit 1
+
+  generated-typeorm-migrations-up-to-date:
+    name: Check generated TypeORM migrations are up-to-date
+    runs-on: ubuntu-latest
+    services:
+      postgres:
+        image: postgres
+        env:
+          POSTGRES_PASSWORD: postgres
+          POSTGRES_USER: postgres
+          POSTGRES_DB: immich
+        options: >-
+          --health-cmd pg_isready
+          --health-interval 10s
+          --health-timeout 5s
+          --health-retries 5
+        ports:
+          - 5432:5432
+    steps:
+      - uses: actions/checkout@v3
+      - name: Install server dependencies
+        run: npm --prefix server ci
+      - name: Run existing migrations
+        run: npm --prefix server run typeorm:migrations:run
+      - name: Generate new migrations
+        continue-on-error: true
+        run: npm --prefix server run typeorm:migrations:generate ./libs/infra/src/migrations/TestMigration
+      - name: Find file changes
+        uses: tj-actions/verify-changed-files@v13.1
+        id: verify-changed-files
         with:
-          key: android-sdk
-          path: |
-            /usr/local/lib/android/
-            ~/.android
-      - name: Setup Android SDK
-        if: steps.android-sdk.outputs.cache-hit != 'true'
-        uses: android-actions/setup-android@v2
-      - name: Setup Flutter SDK
-        uses: subosito/flutter-action@v2
-        with:
-          channel: 'stable'
-          flutter-version: '3.3.10'
-      - name: Run integration tests
-        uses: reactivecircus/android-emulator-runner@v2.27.0
-        with:
-          working-directory: ./mobile
-          api-level: 29
-          arch: x86_64
-          profile: pixel
-          target: default
-          emulator-options: -no-window -gpu swiftshader_indirect -no-snapshot -noaudio -no-boot-anim
-          disable-linux-hw-accel: false
-          script: |
-            flutter pub get
-            flutter test integration_test
+          files: |
+            server/libs/infra/src/migrations/
+      - name: Verify files have not changed
+        if: steps.verify-changed-files.outputs.files_changed == 'true'
+        run: |
+          echo "ERROR: Generated files not up to date!"
+          echo "Changed files: ${{ steps.verify-changed-files.outputs.changed_files }}"
+          exit 1
+
+  # mobile-integration-tests:
+  #   name: Run mobile end-to-end integration tests
+  #   runs-on: macos-latest
+  #   steps:
+  #     - uses: actions/checkout@v3
+  #     - uses: actions/setup-java@v3
+  #       with:
+  #         distribution: 'zulu'
+  #         java-version: '12.x'
+  #         cache: 'gradle'
+  #     - name: Cache android SDK
+  #       uses: actions/cache@v3
+  #       id: android-sdk
+  #       with:
+  #         key: android-sdk
+  #         path: |
+  #           /usr/local/lib/android/
+  #           ~/.android
+  #     - name: Cache Gradle
+  #       uses: actions/cache@v3
+  #       with:
+  #         path: |
+  #           ./mobile/build/
+  #           ./mobile/android/.gradle/
+  #         key: ${{ runner.os }}-flutter-${{ hashFiles('**/*.gradle*', 'pubspec.lock') }}
+  #     - name: Setup Android SDK
+  #       if: steps.android-sdk.outputs.cache-hit != 'true'
+  #       uses: android-actions/setup-android@v2
+  #     - name: AVD cache
+  #       uses: actions/cache@v3
+  #       id: avd-cache
+  #       with:
+  #         path: |
+  #           ~/.android/avd/*
+  #           ~/.android/adb*
+  #         key: avd-29
+  #     - name: create AVD and generate snapshot for caching
+  #       if: steps.avd-cache.outputs.cache-hit != 'true'
+  #       uses: reactivecircus/android-emulator-runner@v2.27.0
+  #       with:
+  #         working-directory: ./mobile
+  #         cores: 2
+  #         api-level: 29
+  #         arch: x86_64
+  #         profile: pixel
+  #         target: default
+  #         force-avd-creation: false
+  #         emulator-options: -no-window -gpu swiftshader_indirect -noaudio -no-boot-anim -camera-back none
+  #         disable-animations: false
+  #         script: echo "Generated AVD snapshot for caching."
+  #     - name: Setup Flutter SDK
+  #       uses: subosito/flutter-action@v2
+  #       with:
+  #         channel: 'stable'
+  #         flutter-version: '3.7.3'
+  #         cache: true
+  #     - name: Run integration tests
+  #       uses: Wandalen/wretry.action@master
+  #       with:
+  #         action: reactivecircus/android-emulator-runner@v2.27.0
+  #         with: |
+  #           working-directory: ./mobile
+  #           cores: 2
+  #           api-level: 29
+  #           arch: x86_64
+  #           profile: pixel
+  #           target: default
+  #           force-avd-creation: false
+  #           emulator-options: -no-snapshot-save -no-window -gpu swiftshader_indirect -noaudio -no-boot-anim -camera-back none
+  #           disable-animations: true
+  #           script: |
+  #             flutter pub get
+  #             flutter test integration_test
+  #         attempt_limit: 3

.gitmodules

@@ -0,0 +1,3 @@
+[submodule "mobile/.isar"]
+	path = mobile/.isar
+	url = https://github.com/isar/isar

.vscode/launch.json

@@ -9,6 +9,15 @@
       "name": "Immich Server",
       "remoteRoot": "/usr/src/app",
       "localRoot": "${workspaceFolder}/server"
+    },
+    {
+      "type": "node",
+      "request": "attach",
+      "restart": true,
+      "port": 9231,
+      "name": "Immich Microservices",
+      "remoteRoot": "/usr/src/app",
+      "localRoot": "${workspaceFolder}/server"
     }
   ]
 }

PR_CHECKLIST.md

@@ -1,17 +0,0 @@
-# Deployment checklist for iOS/Android/Server
-
-[ ] Up version in [mobile/pubspec.yml](/mobile/pubspec.yaml)
-
-[ ] Up version in [docker/docker-compose.yml](/docker/docker-compose.yml) for `immich_server` service
-
-[ ] Up version in [docker/docker-compose.gpu.yml](/docker/docker-compose.gpu.yml) for `immich_server` service
-
-[ ] Up version in [docker/docker-compose.dev.yml](/docker/docker-compose.dev.yml) for `immich_server` service
-
-[ ] Up version in [server/src/constants/server_version.constant.ts](/server/src/constants/server_version.constant.ts)
-
-[ ] Up version in iOS Fastlane [/mobile/ios/fastlane/Fastfile](/mobile/ios/fastlane/Fastfile)
-
-[ ] Add changelog to [Android Fastlane F-droid folder](/mobile/android/fastlane/metadata/android/en-US/changelogs)
-
-All of the version should be the same.

README.md

@@ -37,7 +37,6 @@
 - [Installation](https://immich.app/docs/install/requirements)
 - [Contribution Guidelines](https://immich.app/docs/overview/support-the-project)
 - [Support The Project](#support-the-project)
-- [Known Issues](#known-issues)
 
 ## Documentation
 
@@ -61,25 +60,30 @@ Spec: Free-tier Oracle VM - Amsterdam - 2.4Ghz quad-core ARM64 CPU, 24GB RAM
 
 # Features
 
-| Features                                    | Mobile  | Web |
-| ------------------------------------------- | ------- | --- |
-| Upload and view videos and photos           | Yes     | Yes |
-| Auto backup when the app is opened          | Yes     | N/A |
-| Selective album(s) for backup               | Yes     | N/A |
-| Download photos and videos to local device  | Yes     | Yes |
-| Multi-user support                          | Yes     | Yes |
-| Album and Shared albums                     | Yes     | Yes |
-| Scrubbable/draggable scrollbar              | Yes     | Yes |
-| Support RAW (HEIC, HEIF, DNG, Apple ProRaw) | Yes     | Yes |
-| Metadata view (EXIF, map)                   | Yes     | Yes |
-| Search by metadata, objects and image tags  | Yes     | No  |
-| Administrative functions (user management)  | N/A     | Yes |
-| Background backup                           | Android | N/A |
-| Virtual scroll                              | Yes     | Yes |
-| OAuth support                               | Yes     | Yes |
-| LivePhoto backup and playback               | iOS     | Yes |
-| User-defined storage structure              | Yes     | Yes |
-| Public Sharing                              | N/A     | Yes |
+| Features                                     | Mobile | Web |
+| -------------------------------------------- | ------ | --- |
+| Upload and view videos and photos            | Yes    | Yes |
+| Auto backup when the app is opened           | Yes    | N/A |
+| Selective album(s) for backup                | Yes    | N/A |
+| Download photos and videos to local device   | Yes    | Yes |
+| Multi-user support                           | Yes    | Yes |
+| Album and Shared albums                      | Yes    | Yes |
+| Scrubbable/draggable scrollbar               | Yes    | Yes |
+| Support RAW (HEIC, HEIF, DNG, Apple ProRaw)  | Yes    | Yes |
+| Metadata view (EXIF, map)                    | Yes    | Yes |
+| Search by metadata, objects, faces, and CLIP | Yes    | Yes |
+| Administrative functions (user management)   | No     | Yes |
+| Background backup                            | Yes    | N/A |
+| Virtual scroll                               | Yes    | Yes |
+| OAuth support                                | Yes    | Yes |
+| API Keys                                     | N/A    | Yes |
+| LivePhoto backup and playback                | iOS    | Yes |
+| User-defined storage structure               | Yes    | Yes |
+| Public Sharing                               | No     | Yes |
+| Archive and Favorites                        | Yes    | Yes |
+| Global Map                                   | No     | Yes |
+| Partner Sharing                              | No     | Yes |
+| Facial recognition and clustering            | No     | Yes |
 
 # Support the project
 
@@ -92,15 +96,7 @@ If you feel like this is the right cause and the app is something you are seeing
 ## Donation
 
 - [Monthly donation](https://github.com/sponsors/alextran1502) via GitHub Sponsors
-- [One-time donation](https://github.com/sponsors/alextran1502?frequency=one-time&sponsor=alextran1502) via Github Sponsors
+- [One-time donation](https://github.com/sponsors/alextran1502?frequency=one-time&sponsor=alextran1502) via GitHub Sponsors
 - [Librepay](https://liberapay.com/alex.tran1502/)
 - [buymeacoffee](https://www.buymeacoffee.com/altran1502)
 - Bitcoin: 1FvEp6P6NM8EZEkpGUFAN2LqJ1gxusNxZX
-
-# Known Issues
-
-## immich-machine-learning fails to start
-
-Symptoms: the container logs `illegal instruction core dump` and restarts
-
-Solution: https://immich.app/docs/install/requirements#hardware

docker/.env.test

@@ -17,3 +17,5 @@ ENABLE_MAPBOX=false
 # WEB
 MAPBOX_KEY=
 VITE_SERVER_ENDPOINT=http://localhost:2283/api
+
+TYPESENSE_ENABLED=false

docker/docker-compose.dev.yml

@@ -23,6 +23,7 @@ services:
     depends_on:
       - redis
       - database
+      - typesense
 
   immich-machine-learning:
     container_name: immich_machine_learning
@@ -30,18 +31,20 @@ services:
     build:
       context: ../machine-learning
       dockerfile: Dockerfile
-      target: builder
-    command: npm run start:dev
+    command: python main.py
+    ports:
+      - 3003:3003
     volumes:
-      - ../machine-learning:/usr/src/app
+      - ../machine-learning/src:/usr/src/app
       - ${UPLOAD_LOCATION}:/usr/src/app/upload
-      - /usr/src/app/node_modules
+      - model-cache:/cache
     env_file:
       - .env
     environment:
       - NODE_ENV=development
     depends_on:
       - database
+    restart: always
 
   immich-microservices:
     container_name: immich_microservices
@@ -50,18 +53,21 @@ services:
       context: ../server
       dockerfile: Dockerfile
       target: builder
-    command: npm run start:dev microservices
+    command: npm run start:debug microservices
     volumes:
       - ../server:/usr/src/app
       - ${UPLOAD_LOCATION}:/usr/src/app/upload
       - /usr/src/app/node_modules
     env_file:
       - .env
+    ports:
+      - 9231:9230
     environment:
       - NODE_ENV=development
     depends_on:
       - database
       - immich-server
+      - typesense
 
   immich-web:
     container_name: immich_web
@@ -87,6 +93,17 @@ services:
     depends_on:
       - immich-server
 
+  typesense:
+    container_name: immich_typesense
+    image: typesense/typesense:0.24.0
+    environment:
+      - TYPESENSE_API_KEY=${TYPESENSE_API_KEY}
+      - TYPESENSE_DATA_DIR=/data
+    logging:
+      driver: none
+    volumes:
+      - tsdata:/data
+
   redis:
     container_name: immich_redis
     image: redis:6.2
@@ -126,3 +143,5 @@ services:
 
 volumes:
   pgdata:
+  model-cache:
+  tsdata:

docker/docker-compose.staging.yml

@@ -1,95 +0,0 @@
-version: "3.8"
-
-services:
-  immich-server:
-    container_name: immich_server
-    image: altran1502/immich-server:staging
-    entrypoint: ["/bin/sh", "./start-server.sh"]
-    volumes:
-      - ${UPLOAD_LOCATION}:/usr/src/app/upload
-    env_file:
-      - .env
-    environment:
-      - NODE_ENV=production
-    depends_on:
-      - redis
-      - database
-    restart: always
-
-  immich-microservices:
-    container_name: immich_microservices
-    image: altran1502/immich-server:staging
-    entrypoint: ["/bin/sh", "./start-microservices.sh"]
-    volumes:
-      - ${UPLOAD_LOCATION}:/usr/src/app/upload
-    env_file:
-      - .env
-    environment:
-      - NODE_ENV=production
-    depends_on:
-      - redis
-      - database
-    restart: always
-
-  immich-machine-learning:
-    container_name: immich_machine_learning
-    image: altran1502/immich-machine-learning:staging
-    entrypoint: ["/bin/sh", "./entrypoint.sh"]
-    volumes:
-      - ${UPLOAD_LOCATION}:/usr/src/app/upload
-    env_file:
-      - .env
-    environment:
-      - NODE_ENV=production
-    depends_on:
-      - database
-    restart: always
-
-  immich-web:
-    container_name: immich_web
-    image: altran1502/immich-web:staging
-    entrypoint: ["/bin/sh", "./entrypoint.sh"]
-    env_file:
-      - .env
-    environment:
-      # Rename these values for svelte public interface
-      - PUBLIC_IMMICH_SERVER_URL=${IMMICH_SERVER_URL}
-      - PUBLIC_IMMICH_API_URL_EXTERNAL=${IMMICH_API_URL_EXTERNAL}
-    restart: always
-
-  redis:
-    container_name: immich_redis
-    image: redis:6.2
-    restart: always
-
-  database:
-    container_name: immich_postgres
-    image: postgres:14
-    env_file:
-      - .env
-    environment:
-      POSTGRES_PASSWORD: ${DB_PASSWORD}
-      POSTGRES_USER: ${DB_USERNAME}
-      POSTGRES_DB: ${DB_DATABASE_NAME}
-      PG_DATA: /var/lib/postgresql/data
-    volumes:
-      - pgdata:/var/lib/postgresql/data
-    restart: always
-
-  immich-proxy:
-    container_name: immich_proxy
-    image: altran1502/immich-proxy:staging
-    environment:
-      # Make sure these values get passed through from the env file
-      - IMMICH_SERVER_URL
-      - IMMICH_WEB_URL
-    ports:
-      - 2283:8080
-    logging:
-      driver: none
-    depends_on:
-      - immich-server
-    restart: always
-
-volumes:
-  pgdata:

docker/docker-compose.test.yml

@@ -1,4 +1,4 @@
-version: '3.8'
+version: "3.8"
 
 services:
   immich-server-test:
@@ -9,7 +9,7 @@ services:
       target: builder
     command: npm run test:e2e
     expose:
-      - '3000'
+      - "3000"
     volumes:
       - ../server:/usr/src/app
       - /usr/src/app/node_modules
@@ -17,6 +17,7 @@ services:
       - .env.test
     environment:
       - NODE_ENV=development
+      - TYPESENSE_ENABLED=false
     depends_on:
       - immich-redis-test
       - immich-database-test

docker/docker-compose.yml

@@ -3,56 +3,62 @@ version: "3.8"
 services:
   immich-server:
     container_name: immich_server
-    image: altran1502/immich-server:release
+    image: ghcr.io/immich-app/immich-server:release
     entrypoint: ["/bin/sh", "./start-server.sh"]
     volumes:
       - ${UPLOAD_LOCATION}:/usr/src/app/upload
     env_file:
       - .env
-    environment:
-      - NODE_ENV=production
     depends_on:
       - redis
       - database
+      - typesense
     restart: always
 
   immich-microservices:
     container_name: immich_microservices
-    image: altran1502/immich-server:release
+    image: ghcr.io/immich-app/immich-server:release
     entrypoint: ["/bin/sh", "./start-microservices.sh"]
     volumes:
       - ${UPLOAD_LOCATION}:/usr/src/app/upload
     env_file:
       - .env
-    environment:
-      - NODE_ENV=production
     depends_on:
       - redis
       - database
+      - typesense
     restart: always
 
   immich-machine-learning:
     container_name: immich_machine_learning
-    image: altran1502/immich-machine-learning:release
-    entrypoint: ["/bin/sh", "./entrypoint.sh"]
+    image: ghcr.io/immich-app/immich-machine-learning:release
     volumes:
       - ${UPLOAD_LOCATION}:/usr/src/app/upload
+      - model-cache:/cache
     env_file:
       - .env
-    environment:
-      - NODE_ENV=production
-    depends_on:
-      - database
     restart: always
 
   immich-web:
     container_name: immich_web
-    image: altran1502/immich-web:release
+    image: ghcr.io/immich-app/immich-web:release
     entrypoint: ["/bin/sh", "./entrypoint.sh"]
     env_file:
       - .env
     restart: always
 
+  typesense:
+    container_name: immich_typesense
+    image: typesense/typesense:0.24.0
+    environment:
+      - TYPESENSE_API_KEY=${TYPESENSE_API_KEY}
+      - TYPESENSE_DATA_DIR=/data
+    logging:
+      driver: none
+    volumes:
+      - tsdata:/data
+    restart: always
+
   redis:
     container_name: immich_redis
     image: redis:6.2
@@ -74,7 +80,7 @@ services:
 
   immich-proxy:
     container_name: immich_proxy
-    image: altran1502/immich-proxy:release
+    image: ghcr.io/immich-app/immich-proxy:release
     environment:
       # Make sure these values get passed through from the env file
       - IMMICH_SERVER_URL
@@ -89,3 +95,5 @@ services:
 
 volumes:
   pgdata:
+  model-cache:
+  tsdata:

docker/example.env

@@ -2,6 +2,8 @@
 # Database
 ###################################################################################
 
+# NOTE: The following four database variables support Docker secrets by adding a *_FILE suffix to the variable name
+# See the docker-compose documentation on secrets for additional details: https://docs.docker.com/compose/compose-file/compose-file-v3/#secrets
 DB_HOSTNAME=immich_postgres
 DB_USERNAME=postgres
 DB_PASSWORD=postgres
@@ -16,9 +18,20 @@ DB_DATABASE_NAME=immich
 
 REDIS_HOSTNAME=immich_redis
 
+# REDIS_URL will be used to pass custom options to ioredis.
+# Example for Sentinel
+# {"sentinels":[{"host":"redis-sentinel-node-0","port":26379},{"host":"redis-sentinel-node-1","port":26379},{"host":"redis-sentinel-node-2","port":26379}],"name":"redis-sentinel"}
+# REDIS_URL=ioredis://eyJzZW50aW5lbHMiOlt7Imhvc3QiOiJyZWRpcy1zZW50aW5lbDEiLCJwb3J0IjoyNjM3OX0seyJob3N0IjoicmVkaXMtc2VudGluZWwyIiwicG9ydCI6MjYzNzl9XSwibmFtZSI6Im15bWFzdGVyIn0=
+
 # Optional Redis settings:
+
+# Note: these parameters are not automatically passed to the Redis Container
+# to do so, please edit the docker-compose.yml file as well. Redis is not configured
+# via environment variables, only redis.conf or the command line
+
 # REDIS_PORT=6379
 # REDIS_DBINDEX=0
+# REDIS_USERNAME=
 # REDIS_PASSWORD=
 # REDIS_SOCKET=
 
@@ -30,6 +43,21 @@ REDIS_HOSTNAME=immich_redis
 
 UPLOAD_LOCATION=absolute_location_on_your_machine_where_you_want_to_store_the_backup
 
+
+###################################################################################
+# Typesense
+###################################################################################
+TYPESENSE_API_KEY=some-random-text
+# TYPESENSE_ENABLED=false
+# TYPESENSE_URL uses base64 encoding for the nodes json.
+# Example JSON that was used:
+# [
+#      { 'host': 'typesense-1.example.net', 'port': '443', 'protocol': 'https' },
+#      { 'host': 'typesense-2.example.net', 'port': '443', 'protocol': 'https' },
+#      { 'host': 'typesense-3.example.net', 'port': '443', 'protocol': 'https' },
+#  ]
+# TYPESENSE_URL=ha://WwogICAgeyAnaG9zdCc6ICd0eXBlc2Vuc2UtMS5leGFtcGxlLm5ldCcsICdwb3J0JzogJzQ0MycsICdwcm90b2NvbCc6ICdodHRwcycgfSwKICAgIHsgJ2hvc3QnOiAndHlwZXNlbnNlLTIuZXhhbXBsZS5uZXQnLCAncG9ydCc6ICc0NDMnLCAncHJvdG9jb2wnOiAnaHR0cHMnIH0sCiAgICB7ICdob3N0JzogJ3R5cGVzZW5zZS0zLmV4YW1wbGUubmV0JywgJ3BvcnQnOiAnNDQzJywgJ3Byb3RvY29sJzogJ2h0dHBzJyB9LApd
+
 ###################################################################################
 # Reverse Geocoding
 #
@@ -76,4 +104,4 @@ IMMICH_MACHINE_LEARNING_URL=http://immich-machine-learning:3003
 # Examples: http://localhost:3001, http://immich-api.example.com, etc
 ####################################################################################
 
-#IMMICH_API_URL_EXTERNAL=http://localhost:3001
+#IMMICH_API_URL_EXTERNAL=http://localhost:3001

docs/.prettierignore

@@ -0,0 +1,2 @@
+build/
+.docusaurus/

docs/.prettierrc

@@ -0,0 +1,6 @@
+{
+  "singleQuote": true,
+  "trailingComma": "all",
+  "printWidth": 120,
+  "semi": true
+}

docs/blog/release-1.36/index.mdx

@@ -33,9 +33,8 @@ The motion part will now be uploaded and can be played on the mobile app and the
   src="https://media.giphy.com/media/fTrGceZd7t1ewi8ESc/giphy.gif"
   width="100%"
   style={{
-    borderRadius: "10px",
-    boxShadow:
-      "rgba(9, 30, 66, 0.25) 0px 1px 1px, rgba(9, 30, 66, 0.13) 0px 0px 1px 1px",
+    borderRadius: '10px',
+    boxShadow: 'rgba(9, 30, 66, 0.25) 0px 1px 1px, rgba(9, 30, 66, 0.13) 0px 0px 1px 1px',
   }}
   title="LivePhoto playback on the web"
 />
@@ -73,9 +72,8 @@ The web will have the option to sign in with OAuth.
   width="50%"
   title="Web Sign in with OAuth"
   style={{
-    borderRadius: "10px",
-    boxShadow:
-      "rgba(9, 30, 66, 0.25) 0px 1px 1px, rgba(9, 30, 66, 0.13) 0px 0px 1px 1px",
+    borderRadius: '10px',
+    boxShadow: 'rgba(9, 30, 66, 0.25) 0px 1px 1px, rgba(9, 30, 66, 0.13) 0px 0px 1px 1px',
   }}
 />
 
@@ -86,9 +84,8 @@ sign-in button.
   src="https://media.giphy.com/media/3iy3SaNkVYtlkEiw06/giphy.gif"
   title="Mobile sign in with OAuth"
   style={{
-    borderRadius: "10px",
-    boxShadow:
-      "rgba(9, 30, 66, 0.25) 0px 1px 1px, rgba(9, 30, 66, 0.13) 0px 0px 1px 1px",
+    borderRadius: '10px',
+    boxShadow: 'rgba(9, 30, 66, 0.25) 0px 1px 1px, rgba(9, 30, 66, 0.13) 0px 0px 1px 1px',
   }}
 />
 
@@ -98,9 +95,8 @@ sign-in button.
   src="https://media.giphy.com/media/LStqgGESXW8XnuCv5y/giphy.gif"
   width="300"
   style={{
-    borderRadius: "10px",
-    boxShadow:
-      "rgba(9, 30, 66, 0.25) 0px 1px 1px, rgba(9, 30, 66, 0.13) 0px 0px 1px 1px",
+    borderRadius: '10px',
+    boxShadow: 'rgba(9, 30, 66, 0.25) 0px 1px 1px, rgba(9, 30, 66, 0.13) 0px 0px 1px 1px',
   }}
   title="Support the project"
 />

docs/docs/FAQ.md

@@ -14,16 +14,49 @@ sidebar_position: 7
 
 ### How can I sync an existing directory with Immich's server?
 
-Immich doesn't have the mechanism to sync an existing directory with the server. There is however, a helper CLI tool to help you bulk upload the existing photos and videos to the server. You can find the guide to use the CLI tool [here](/docs/features/bulk-upload.md).
+Immich doesn't have two-way synchronization ([yet](https://github.com/immich-app/immich/discussions/1006)), but the [command line tool](/docs/features/bulk-upload.md) can bulk upload items from a directory to Immich.
 
 ### Why doesn't Immich watch an existing photo gallery directory?
 
 The initial approach of Immich is to become a backup tool, primarily for mobile device usage. Thus, all the assets must be uploaded from the mobile client. The app was architectured to perform that job well.
 
+### Why does my uploaded photo show up with the wrong date or time in Immich?
+
+When a photo is initially uploaded Immich uses the create date of the file to determine where it belongs in the timeline. After that, background jobs will run that extract [exif metadata](https://en.wikipedia.org/wiki/Exif), including the CreateDate, to provide a more accurate date for the photo. If that is not available it will fallback to the modified date. If you want to ensure your photo has the right date, check the exif metadata before uploading.
+
+If the timezone is incorrect in an uploaded photo, check the `DateTimeOriginal` exif field of the uploaded file. Immich uses the very competent library [exiftool-vendored.js](https://github.com/photostructure/exiftool-vendored.js#dates) to handle timezone parsing, but in some cases (like photos taken with DSLR cameras) it has to fallback on the local timezone. If you are using docker, this fallback will be UTC. (Note that even the photo backup app that can't be named [has the same bug!](https://photo.stackexchange.com/a/126978)) In Immich, it is possible to change this assumed fallback timezone system-wide by setting the timezone in the microservices docker container. You might need to run the "Extract Metadata" job after to effect the change.
+
+As an example, the following modification of `docker-compose.yml` will set the timezone of the microservices container to be `Europe/Stockholm`
+
+```
+    environment:
+      - TZ=Europe/Stockholm # <---- Add this line in the microservices config
+```
+
+### Why are only photos and not videos being uploaded to Immich?
+
+This often happens when using a reverse proxy or cloudflare tunnel in front of Immich. Make sure to set your reverse proxy to allow large POST requests. In `nginx`, set `client_max_body_size 50000M;` or similar. Cloudflare tunnels are limited to 100 mb file sizes.
+
+### Why is Immich slow on low-memory systems like the Raspberry Pi?
+
+Immich uses optional machine-learning features to enhance search results. This feature, however, can be too heavy to run on a Raspberry Pi. To disable machine learning, comment out the `immich-machine-learning` section of your docker-compose.yml and set `IMMICH_MACHINE_LEARNING_URL=false` in your .env file.
+
+### How to disable machine-learning and TypeSense?
+
+:::warning
+Disabling both will result in poor search experience and typesense utilizes CLIP embeddings which are generated by machine-learning.
+:::
+
+These features can be disabled by commenting out `immich-typesense` and `immich-machine-learning` sections of the docker-compose.yml and setting `IMMICH_MACHINE_LEARNING_URL=false` & `TYPESENSE_ENABLED=false` in your .env file.
+
 ### What happens to existing files after I choose a new [Storage Template](/docs/administration/storage-template.mdx)?
 
 Template changes will only apply to new assets. To retroactively apply the template to previously uploaded assets, run the Storage Migration Job, available on the [Jobs](/docs/administration/jobs.md) page.
 
+### In the uploads folder, why are photos stored in the wrong date?
+
+This is fixed by running the storage migration job.
+
 ### Why is object detection not very good?
 
 The model we used for machine learning is a prebuilt model, so the accuracy is not very good. It will hopefully be replaced with a better solution in the future.
@@ -44,6 +77,10 @@ The non-root user/group needs read/write access to the volume mounts, including
 
 The admin password can be reset by running the [reset-admin-password](/docs/administration/server-commands.md) command on the immich-server.
 
+### How can I backup data from Immich?
+
+See [backup and restore](/docs/administration/backup-and-restore.md).
+
 ### How can I **purge** data from Immich?
 
 Data for Immich comes in two forms:
@@ -58,3 +95,7 @@ docker-compose down -v
 ```
 
 After removing the the containers and volumes, the **Files** can be cleaned up (if necessary) from the `UPLOAD_LOCATION` by simply deleting an unwanted files or folders.
+
+### Why iOS app shows duplicate photos on the timeline while the web doesn't?
+
+If you are using `My Photo Stream`, the Photos app temporarily creates duplicates of photos taken in the last 30 days. These photos are included in the `Recents` album and thus shown up twice. To fix this, you can disable `My Photo Stream` in the native Photos app or choose a different album in the backup screen in Immich.

docs/docs/administration/_category_.json

@@ -1,5 +1,4 @@
 {
-    "label": "Administration",
-    "position": 4
-  }
-  
+  "label": "Administration",
+  "position": 4
+}

docs/docs/administration/backup-and-restore.md

@@ -0,0 +1,55 @@
+# Backup and Restore
+
+## Database
+
+:::info
+Refer to the official [postgres documentation](https://www.postgresql.org/docs/current/backup.html) for details about backing up and restoring a postgres database.
+:::
+
+The recommended way to backup and restore the Immich database is to use the `pg_dumpall` command.
+
+```bash title='Backup'
+docker exec -t immich_postgres pg_dumpall -c -U postgres | gzip > "/path/to/backup/dump.sql.gz"
+```
+
+```bash title='Restore'
+gunzip < /path/to/backup/dump.sql.gz | docker exec -i immich_postgres psql -U postgres -d immich
+```
+
+The database dumps can also be automated (using [this image](https://github.com/prodrigestivill/docker-postgres-backup-local)) by editing the docker compose file to match the following:
+
+```yaml
+services:
+  ...
+  backup:
+    container_name: immich_db_dumper
+    image: prodrigestivill/postgres-backup-local
+    env_file:
+      - .env
+    environment:
+      POSTGRES_HOST: database
+      POSTGRES_DB: ${DB_DATABASE_NAME}
+      POSTGRES_USER: ${DB_USERNAME}
+      POSTGRES_PASSWORD: ${DB_PASSWORD}
+      SCHEDULE: "@daily"
+      BACKUP_NUM_KEEP: 7
+      BACKUP_DIR: /db_dumps
+    volumes:
+      - ./db_dumps:/db_dumps
+    depends_on:
+      - database
+```
+
+Then you can restore with the same command but pointed at the latest dump.
+
+```bash title='Automated Restore'
+gunzip < db_dumps/last/immich-latest.sql.gz | docker exec -i immich_postgres psql -U postgres -d immich
+```
+
+## Filesystem
+
+Immich stores two types of content in the filesystem: (1) original, unmodified content, and (2) generated content. Only the original content needs to be backed-up, which includes the following folders:
+
+1. `UPLOAD_LOCATION/library`
+1. `UPLOAD_LOCATION/upload`
+1. `UPLOAD_LOCATION/profile`

docs/docs/administration/jobs.md

@@ -2,22 +2,8 @@
 
 Several Immich functionalities are implemented as jobs, which run in the background. To view the status of a job navigate to the Administration Screen, and then the `Jobs` page.
 
+![Admin jobs](./img/admin-jobs.png)
 
-## Generate Thumbnails
-
-![Generate Thumbnails](./img/admin-jobs-thumbnails.png)
-
-
-## Extract Exif
-
-![Extract Exif](./img/admin-jobs-exif.png)
-
-## Detect Objects
-
-![Detect Objects](./img/admin-jobs-objects.png)
-
-## Storage Migration
-
-This job can be run after changing the [Storage Template](/docs/administration/storage-template.mdx), in order to apply the change to the existing library.
-
-![Storage Migration](./img/admin-jobs-template.png)
+:::info
+Storage Migration job can be run after changing the [Storage Template](/docs/administration/storage-template.mdx), in order to apply the change to the existing library.
+:::

docs/docs/administration/reverse-proxy.md

@@ -0,0 +1,22 @@
+# Reverse Proxy
+
+When deploying Immich it is important to understand that a reverse proxy is required in front of the server and web container. The reverse proxy acts as an intermediary between the user and container, forwarding requests to the correct container based on the URL path.
+
+## Default Reverse Proxy
+
+Immich provides a default nginx reverse proxy preconfigured to perform the correct routing and set the necessary headers for the server and web container to use. These headers are crucial to redirect to the correct URL and determine the client's IP address.
+
+## Using a Different Reverse Proxy
+
+While the reverse proxy provided by Immich works well for basic deployments, some users may want to use a different reverse proxy. Fortunately, Immich is flexible enough to accommodate different reverse proxies. Users can either:
+
+1. Add another reverse proxy on top of Immich's reverse proxy
+2. Completely replace the default reverse proxy
+
+## Adding a Custom Reverse Proxy
+
+Users can deploy a custom reverse proxy that forwards requests to Immich's reverse proxy. This way, the new reverse proxy can handle TLS termination, load balancing, or other advanced features, while still delegating routing decisions to Immich's reverse proxy. All reverse proxies between Immich and the user must forward all headers and set the `Host`, `X-Forwarded-Host`, `X-Forwarded-Proto` and `X-Forwarded-For` headers to their appropriate values. By following these practices, you ensure that all custom reverse proxies are fully compatible with Immich.
+
+## Replacing the Default Reverse Proxy
+
+Replacing Immich's default reverse proxy is an advanced deployment and support may be limited. When replacing Immich's default proxy it is important to ensure that requests to `/api/*` are routed to the server container and all other requests to the web container. Additionally, the previously mentioned headers should be configured accordingly. You may find our [nginx configuration file](https://github.com/immich-app/immich/blob/main/nginx/templates/default.conf.template) a helpful reference.

docs/docs/developer/architecture.md

@@ -20,7 +20,7 @@ Immich is a full-stack [TypeScript](https://www.typescriptlang.org/) application
 ### Web
 
 - [SvelteKit](https://kit.svelte.dev/)
-- [tailwindcss](https://tailwindcss.com/)
+- [Tailwindcss](https://tailwindcss.com/)
 
 ### Server
 
@@ -28,11 +28,13 @@ Immich is a full-stack [TypeScript](https://www.typescriptlang.org/) application
 - [Nest.js](https://nestjs.com/)
 - [TypeORM](https://typeorm.io/) for database management.
 - [Jest](https://jestjs.io/) for testing.
+- [Python](https://www.python.org/) for Machine Learning.
 
 ### Database
 
 - [PostgreSQL](https://www.postgresql.org/)
 - [Redis](https://redis.io/) for job queuing.
+- [Typesense](https://typesense.org/) for search.
 
 ### Web Server
 

docs/docs/developer/setup.md

@@ -43,6 +43,18 @@ The mobile app `(/mobile)` will required Flutter toolchain to be installed on yo
 
 Please refer to the [Flutter's official documentation](https://flutter.dev/docs/get-started/install) for more information on setting up the toolchain on your machine.
 
+### Connect to a remote backend
+
+If you only want to do web development connected to an existing, remote backend, follow these steps:
+
+1. Enter the web directory - `cd web/`
+2. Install web dependencies - `npm i`
+3. Start the web development server
+
+```
+PUBLIC_IMMICH_SERVER_URL=https://demo.immich.app/api npm run dev
+```
+
 ## IDE setup
 
 ### Lint / format extensions
@@ -99,7 +111,7 @@ After making any changes in the `server/libs/database/src/entities`, a database
 2. Run
 
 ```bash
-npm run typeorm -- migration:generate ./libs/infra/src/db/<migration-name> -d ./libs/infra/src/db/config/database.config.ts
+npm run typeorm:migrations:generate ./libs/infra/src/<migration-name>
 ```
 
 3. Check if the migration file makes sense.

docs/docs/features/automatic-backup.md

@@ -4,33 +4,33 @@ A guide on how the foreground and background automatic backup works.
 
 <img src={require('./img/background-foreground-backup.png').default} width="50%" title="Foreground&Background Backup" />
 
-On iOS, there is only one option for automatic backup
-
-- [Automatic Backup](#automatic-backup)
-  - [Foreground backup](#foreground-backup)
-
-On Android, there are two options for automatic backup
-
-- [Automatic Backup](#automatic-backup)
-  - [Foreground backup](#foreground-backup)
-  - [Background backup](#background-backup)
-
 ## Foreground backup
 
 If foreground backup is enabled: whenever the app is opened or resumed, it will check if any photos or videos in the selected album(s) have yet to be uploaded to the cloud (the remainder count). If there are any, they will be uploaded.
 
 ## Background backup
 
-Background backup is only available on Android thanks to the contribution effort of [@zoodyy](https://github.com/zoodyy).
+Background backup is available thanks to the contribution effort of [@zoodyy](https://github.com/zoodyy) and [@martyfuhry](https://github.com/martyfuhry).
 
 If background backup is enabled. The app will periodically check if there are any new photos or videos in the selected album(s) to be uploaded to the cloud. If there are, it will upload them to the cloud in the background.
 
-A native Android notification shows up when the background upload is in progress. You can further customize the notification by going to the app's settings.
-
 :::info Note
 
+#### General
+
 - The app must be in the background for the backup worker to start running.
-- It is a well-known problem that some Android models are very strict with battery optimization settings, which can cause a problem with the background worker. Please visit [Don't kill my app](https://dontkillmyapp.com/) for a guide on disabling this setting on your phone.
 - If you reopen the app and the first page you see is the backup page, the counts will not reflect the background uploaded result. You have to navigate out of the page and come back to see the updated counts.
 
+#### Android
+
+- It is a well-known problem that some Android models are very strict with battery optimization settings, which can cause a problem with the background worker. Please visit [Don't kill my app](https://dontkillmyapp.com/) for a guide on disabling this setting on your phone.
+
+#### iOS
+
+- You must enable **Background App Refresh** for the app to work in the background. You can enable it in the Settings app under General > Background App Refresh.
+
+<div style={{textAlign: 'center'}}>
+<img src={require('./img/background-app-refresh.png').default} width="30%" title="background-app-refresh" />
+</div>
+
 :::

docs/docs/features/bulk-upload.md

@@ -17,23 +17,29 @@ npm i -g immich
 
 ## Quick Start
 
-Specify user's credentials, Immich's server address and port, and the directory you would like to upload videos/photos from.
+Specify user's credential, Immich's server address and port and the directory you would like to upload videos/photos from.
 
-```bash
-immich upload --key HFEJ38DNSDUEG --server http://192.168.1.216:2283/api -d your/target/directory
+```
+immich upload --key HFEJ38DNSDUEG --server http://192.168.1.216:2283/api file1.jpg file2.jpg
+```
+
+By default, subfolders are not included. To upload a directory including subfolder, use the --recursive option:
+
+```
+immich upload --key HFEJ38DNSDUEG --server http://192.168.1.216:2283/api --recursive directory/
 ```
 
 ---
 
-### Parameters
+### Options
 
 | Parameter        | Description                                                         |
 | ---------------- | ------------------------------------------------------------------- |
 | --yes / -y       | Assume yes on all interactive prompts                               |
+| --recursive / -r | Include subfolders                                                  |
 | --delete / -da   | Delete local assets after upload                                    |
 | --key / -k       | User's API key                                                      |
 | --server / -s    | Immich's server address                                             |
-| --directory / -d | Directory to upload from                                            |
 | --threads / -t   | Number of threads to use (Default 5)                                |
 | --album/ -al     | Create albums for assets based on the parent folder or a given name |
 
@@ -43,7 +49,6 @@ The API key can be obtained in the user setting panel on the web interface.
 
 ![Obtain Api Key](./img/obtain-api-key.png)
 
-
 ### Run via Docker
 
 You can run the CLI inside of a docker container to avoid needing to install anything.
@@ -54,27 +59,29 @@ Be aware that as this runs inside a container, you need to mount the folder from
 
 ```bash title="Upload current directory"
 cd /DIRECTORY/WITH/IMAGES
-docker run -it --rm -v $(pwd):/import ghcr.io/immich-app/immich-cli:latest upload --key HFEJ38DNSDUEG --server http://192.168.1.216:2283/api
+docker run -it --rm -v "$(pwd):/import" ghcr.io/immich-app/immich-cli:latest upload --key HFEJ38DNSDUEG --server http://192.168.1.216:2283/api
 ```
 
 ```bash title="Upload target directory"
-docker run -it --rm -v /DIRECTORY/WITH/IMAGES:/import ghcr.io/immich-app/immich-cli:latest upload --key HFEJ38DNSDUEG --server http://192.168.1.216:2283/api
+docker run -it --rm -v "/DIRECTORY/WITH/IMAGES:/import" ghcr.io/immich-app/immich-cli:latest upload --key HFEJ38DNSDUEG --server http://192.168.1.216:2283/api
 ```
 
 ```bash title="Create an alias"
-alias immich="docker run -it --rm -v $(pwd):/import ghcr.io/immich-app/immich-cli:latest"
+alias immich='docker run -it --rm -v "$(pwd):/import" ghcr.io/immich-app/immich-cli:latest'
 immich upload --key HFEJ38DNSDUEG --server http://192.168.1.216:2283/api
 ```
 
 :::tip Internal networking
 If you are running the CLI container on the same machine as your Immich server, you may not be able to reach the external address. In that case, try the following steps:
+
 1. Find the internal Docker network used by Immich via `docker network ls`.
 2. Adapt the above command to pass the `--network <immich_network>` argument to `docker run`, substituting `<immich_network>` with the result from step 1.
 3. Use `--server http://immich-server:3001/` for the upload command instead of the external address.
 
 ```bash title="Upload to internal address"
-docker run --network immich_default -it --rm -v $(pwd):/import ghcr.io/immich-app/immich-cli:latest upload --key HFEJ38DNSDUEG --server http://immich-server:3001/
+docker run --network immich_default -it --rm -v "$(pwd):/import" ghcr.io/immich-app/immich-cli:latest upload --key HFEJ38DNSDUEG --server http://immich-server:3001/
 ```
+
 :::
 
 ### Run from source
@@ -92,5 +99,5 @@ npm run build
 ```
 
 ```bash title="Run the command"
-node bin/index.js upload --key HFEJ38DNSDUEG --server http://192.168.1.216:2283/api -d your/target/directory
+node bin/index.js upload --key HFEJ38DNSDUEG --server http://192.168.1.216:2283/api --recursive your/asset/directory
 ```

docs/docs/features/facial-recognition.md

@@ -0,0 +1,15 @@
+# Facial Recognition
+
+Immich recognizes faces in your photos and videos and groups them together. You can then assign names to the faces and search for them.
+
+The list of people is shown in the Explore page.
+
+<img src={require('./img/facial-recognition-1.png').default} title='Facial Recognition 1' />
+
+Upon clicking on a person, a list of assets that contain their face will be shown.
+
+<img src={require('./img/facial-recognition-2.png').default} title='Facial Recognition 2' />
+
+The asset detail view will also show the faces that are recognized in the asset.
+
+<img src={require('./img/facial-recognition-3.png').default} title='Facial Recognition 3' />

docs/docs/features/partner-sharing.md

@@ -0,0 +1,17 @@
+# Partner Sharing
+
+Immich allows you to share your library with other users. They can then view your library and download the assets.
+
+You can manage one or multiple users to have access to your library from the [User Settings](docs/features/user-settings.md) page.
+
+<img src={require('./img/partner-sharing-1.png').default} title='Partner Sharing 1' />
+
+<img src={require('./img/partner-sharing-2.png').default} title='Partner Sharing 2' />
+
+Accessing the shared library can be done from the Sharing page.
+
+<img src={require('./img/partner-sharing-3.png').default} title='Partner Sharing 3' />
+
+:::tip Sharing specific assets
+For sharing a specific set of assets, you can use the shared album feature of Immich.
+:::

docs/docs/features/reverse-geocoding.md

@@ -4,7 +4,7 @@ Immich supports [Reverse Geocoding](https://en.wikipedia.org/wiki/Reverse_geocod
 
 ## Extraction
 
-During Exif Extraction, assets with latitudes and longitudes are reverse geocoded to determine their City, State, and Country. 
+During Exif Extraction, assets with latitudes and longitudes are reverse geocoded to determine their City, State, and Country.
 
 ## Usage
 

docs/docs/features/search.md

@@ -1,16 +1,20 @@
 # Search
 
-:::warning Work In Progress
-Search is work-in-progress and subject to change. Stay tuned!
-:::
+Immich uses Typesense as the primary search database to enable high performance search mechanism.
 
-## Search by Place
+Typesense is a powerful search engine that can be integrated with popular natural language processing (NLP) models like CLIP and SBERT to provide highly accurate and relevant search results. Here are some benefits of using Typesense integrated search for CLIP and SBERT:
 
-:::info
-Searching is currently only implemented in the [Mobile App](/docs/features/mobile-app.mdx)
-:::
+Improved Search Accuracy: Typesense uses a combination of indexing, querying, and ranking algorithms to quickly and accurately retrieve relevant search results. When integrated with CLIP and SBERT, Typesense can leverage the semantic understanding and deep learning capabilities of these models to further improve the accuracy of search results.
 
-Searching by the name of a city, state, or country is possible for assets with geolocation data and successful [Reverse Geocoding](/docs/features/reverse-geocoding.md).
+Faster Search Response Times: Typesense is optimized for lightning-fast search response times, making it ideal for applications that require near-instantaneous search results. By integrating with CLIP and SBERT, Typesense can reduce the time required to process complex search queries, making it even faster and more efficient.
 
-<img src={require('./img/reverse-geocoding-mobile1.png').default} width='33%' title='Reverse Geocoding' />
-<img src={require('./img/reverse-geocoding-mobile2.png').default} width='33%' title='Reverse Geocoding' />
+Enhanced Semantic Search Capabilities: CLIP and SBERT are powerful NLP models that can extract the semantic meaning from text, enabling more nuanced search queries. By integrating with Typesense, these models can help to improve the accuracy of semantic search, enabling users to find the most relevant results based on the true meaning of their query.
+
+Greater Search Flexibility: Typesense provides flexible search capabilities, including fuzzy search, partial search, enabling users to find the information they need quickly and easily. When integrated with CLIP and SBERT, Typesense can offer even greater flexibility, allowing users to refine their search queries using natural language and providing more accurate and relevant results.
+
+(Generated by Chat-GPT4)
+
+Some search examples:
+<img src={require('./img/search-ex-2.webp').default} title='Search Example 1' />
+
+<img src={require('./img/search-ex-3.webp').default} title='Search Example 2' />

docs/docs/features/user-settings.md

@@ -10,7 +10,7 @@ View your User ID and email, and update your first and last name.
 
 ## Change Password
 
-Users can change their own passwords. 
+Users can change their own passwords.
 
 ![Change Password](./img/user-change-password.png)
 

docs/docs/install/docker-compose.md

@@ -8,9 +8,14 @@ Docker Compose is the recommended method to run Immich in production. Below are
 
 ### Step 1 - Download the required files
 
-Download [`docker-compose.yml`][compose-file] [`example.env`][env-file].
+Create a directory of your choice (e.g. `./immich-app`) to hold the `docker-compose.yml` and `.env` files.
 
-From a directory of your choice (e.g. `./immich-app`) run the following commands:
+```bash title="Move to the directory you created"
+mkdir ./immich-app
+cd ./immich-app
+```
+
+Download [`docker-compose.yml`][compose-file] and [`example.env`][env-file], either by running the following commands:
 
 ```bash title="Get docker-compose.yml file"
 wget https://github.com/immich-app/immich/releases/latest/download/docker-compose.yml
@@ -20,6 +25,10 @@ wget https://github.com/immich-app/immich/releases/latest/download/docker-compos
 wget -O .env https://github.com/immich-app/immich/releases/latest/download/example.env
 ```
 
+or by downloading from your browser and moving the files to the directory that you created.
+
+Note: If you downloaded the files from your browser, also ensure that you rename `example.env` to `.env`.
+
 ### Step 2 - Populate the .env file with custom values
 
 <details>
@@ -46,29 +55,43 @@ DB_DATABASE_NAME=immich
 REDIS_HOSTNAME=immich_redis
 
 # Optional Redis settings:
+
+# Note: these parameters are not automatically passed to the Redis Container
+# to do so, please edit the docker-compose.yml file as well. Redis is not configured
+# via environment variables, only redis.conf or the command line
+
 # REDIS_PORT=6379
 # REDIS_DBINDEX=0
 # REDIS_PASSWORD=
 # REDIS_SOCKET=
 
 ###################################################################################
-# Upload File Config
+# Upload File Location
+#
+# This is the location where uploaded files are stored.
 ###################################################################################
 
 UPLOAD_LOCATION=absolute_location_on_your_machine_where_you_want_to_store_the_backup
 
+
 ###################################################################################
 # Log message level - [simple|verbose]
 ###################################################################################
 
 LOG_LEVEL=simple
 
+###################################################################################
+# Typesense
+###################################################################################
+# TYPESENSE_ENABLED=false
+TYPESENSE_API_KEY=some-random-text
+# TYPESENSE_HOST: typesense
+# TYPESENSE_PORT: 8108
+# TYPESENSE_PROTOCOL: http
+
 ###################################################################################
 # Reverse Geocoding
-####################################################################################
-
-# DISABLE_REVERSE_GEOCODING=false
-
+#
 # Reverse geocoding is done locally which has a small impact on memory usage
 # This memory usage can be altered by changing the REVERSE_GEOCODING_PRECISION variable
 # This ranges from 0-3 with 3 being the most precise
@@ -76,28 +99,58 @@ LOG_LEVEL=simple
 # 2 - Cities > 1000 population: ~150MB RAM
 # 1 - Cities > 5000 population: ~80MB RAM
 # 0 - Cities > 15000 population: ~40MB RAM
+####################################################################################
 
+# DISABLE_REVERSE_GEOCODING=false
 # REVERSE_GEOCODING_PRECISION=3
 
 ####################################################################################
 # WEB - Optional
+#
+# Custom message on the login page, should be written in HTML form.
+# For example:
+# PUBLIC_LOGIN_PAGE_MESSAGE="This is a demo instance of Immich.<br><br>Email: <i>demo@demo.de</i><br>Password: <i>demo</i>"
 ####################################################################################
 
-# Custom message on the login page, should be written in HTML form.
-# For example PUBLIC_LOGIN_PAGE_MESSAGE="This is a demo instance of Immich.<br><br>Email: <i>demo@demo.de</i><br>Password: <i>demo</i>"
-
 PUBLIC_LOGIN_PAGE_MESSAGE="My Family Photos and Videos Backup Server"
+
+####################################################################################
+# Alternative Service Addresses - Optional
+#
+# This is an advanced feature for users who may be running their immich services on different hosts.
+# It will not change which address or port that services bind to within their containers, but it will change where other services look for their peers.
+# Note: immich-microservices is bound to 3002, but no references are made
+####################################################################################
+
+IMMICH_WEB_URL=http://immich-web:3000
+IMMICH_SERVER_URL=http://immich-server:3001
+IMMICH_MACHINE_LEARNING_URL=http://immich-machine-learning:3003
+
+####################################################################################
+# Alternative API's External Address - Optional
+#
+# This is an advanced feature used to control the public server endpoint returned to clients during Well-known discovery.
+# You should only use this if you want mobile apps to access the immich API over a custom URL. Do not include trailing slash.
+# NOTE: At this time, the web app will not be affected by this setting and will continue to use the relative path: /api
+# Examples: http://localhost:3001, http://immich-api.example.com, etc
+####################################################################################
+
+#IMMICH_API_URL_EXTERNAL=http://localhost:3001
 ```
 
 </details>
 
 - Populate custom database information if necessary.
 - Populate `UPLOAD_LOCATION` with your preferred location for storing backup assets.
+- Consider changing `DB_PASSWORD` to something randomly generated
+- Consider changing `TYPESENSE_API_KEY` to something randomly generated
 
 ### Step 3 - Start the containers
 
+From the directory you created in Step 1, (which should now contain your customized `docker-compose.yml` and `.env` files) run `docker-compose up -d`.
+
 ```bash title="Start the containers using docker compose command"
-docker-compose up -d # or `docker compose up -d` based on your docker-compose version
+docker-compose up -d     # or `docker compose up -d` based on your docker-compose version
 ```
 
 :::tip
@@ -109,7 +162,7 @@ For more information on how to use the application, please refer to the [Post In
 When a new version of Immich is [released](https://github.com/immich-app/immich/releases), the application can be upgraded with the following commands, run in the directory with the `docker-compose.yml` file:
 
 ```bash title="Upgrade Immich"
-docker-compose pull && docker-compose up -d # Or `docker compose`
+docker-compose pull && docker-compose up -d     # Or `docker compose up -d`
 ```
 
 :::caution Automatic Updates

docs/docs/install/kubernetes.md

@@ -4,12 +4,12 @@ sidebar_position: 40
 
 # Kubernetes
 
-You can deploy Immich on Kubernetes using [the official Helm chart](https://github.com/immich-app/immich-charts/tree/main/charts/apps/immich). 
+You can deploy Immich on Kubernetes using [the official Helm chart](https://github.com/immich-app/immich-charts/tree/main/charts/immich).
 
 If you want examples of how other people run Immich on Kubernetes, using the official chart or otherwise, you can find them at https://nanne.dev/k8s-at-home-search/#/immich.
 
 :::caution DNS in Alpine containers
-Immich makes use of Alpine container images. These can encounter [a DNS resolution bug](https://stackoverflow.com/a/65593511) on Kubernetes clusters if the host 
+Immich makes use of Alpine container images. These can encounter [a DNS resolution bug](https://stackoverflow.com/a/65593511) on Kubernetes clusters if the host
 nodes have a search domain set, like:
 
 ```
@@ -18,7 +18,7 @@ search home.lan
 nameserver 192.168.1.1
 ```
 
-When you encounter this bug, it will cause the immich-microservices to crash on startup because it cannot download 
-the geocoder data. This can be solved in one of two ways: Either reconfigure your nodes to remove the searchdomain from 
+When you encounter this bug, it will cause the immich-microservices to crash on startup because it cannot download
+the geocoder data. This can be solved in one of two ways: Either reconfigure your nodes to remove the searchdomain from
 `resolv.conf`, or set the `DISABLE_REVERSE_GEOCODING` environment variable for Immich to `true` to disable the geocoder.
-:::
+:::

docs/docs/install/portainer.md

@@ -13,37 +13,36 @@ Install Immich using Portainer's Stack feature.
 5. Replace `.env` with `stack.env` for all containers that need to use environment variables in the web editor.
 
 <img
-  src={require('./img/dot-env.png').default}
-  width="50%"
-  style={{border: '1px solid #ddd'}}
-  alt="Dot Env Example"
+src={require('./img/dot-env.png').default}
+width="50%"
+style={{border: '1px solid #ddd'}}
+alt="Dot Env Example"
 />
 
 8. Click on "**Advanced Mode**" in the **Environment Variables** section.
 
 <img
-  src={require('./img/env-1.png').default}
-  width="50%"
-  style={{border: '1px solid #ddd'}}
-  alt="Dot Env Example"
+src={require('./img/env-1.png').default}
+width="50%"
+style={{border: '1px solid #ddd'}}
+alt="Dot Env Example"
 />
 
 9. Copy the content of the `example.env` file from the [GitHub repository](https://github.com/immich-app/immich/releases/latest/download/example.env) and paste into the editor.
 10. Switch back to "**Simple Mode**".
 
 <img
-  src={require('./img/env-2.png').default}
-  width="50%"
-  style={{border: '1px solid #ddd'}}
-  alt="Dot Env Example"
+src={require('./img/env-2.png').default}
+width="50%"
+style={{border: '1px solid #ddd'}}
+alt="Dot Env Example"
 />
 
-* Populate custom database information if necessary.
-* Populate `UPLOAD_LOCATION` with your preferred location for storing backup assets.
+- Populate custom database information if necessary.
+- Populate `UPLOAD_LOCATION` with your preferred location for storing backup assets.
 
 11. Click on "**Deploy the stack**".
 
-
 :::tip
 For more information on how to use the application, please refer to the [Post Installation](/docs/install/post-install.mdx) guide.
 :::

docs/docs/install/requirements.md

@@ -2,8 +2,8 @@
 sidebar_position: 10
 ---
 
-
 # Requirements
+
 Hardware and software requirements for Immich
 
 ## Software
@@ -18,30 +18,5 @@ You can also use Podman to run the application. However, additional configuratio
 ## Hardware
 
 - **OS**: Preferred unix-based operating system (Ubuntu, Debian, MacOS, etc). Windows works too, with [Docker Desktop on Windows](https://docs.docker.com/desktop/install/windows-install/)
-- **RAM**: At least 2GB, preferred 4GB.
+- **RAM**: At least 4GB, preferred 6GB.
 - **CPU**: At least 2 cores, preferred 4 cores.
-
-:::info Machine Learning on older CPU
-
-The TensorFlow version used by Immich doesn't run on older CPU architectures. It requires a CPU with AVX and AVX2 instruction sets. If you encounter the error `illegal instruction core dump` check your CPU flags with the command below and make sure you see `avx` and `avx2`:
-
-```bash
-grep -E 'avx2?' /proc/cpuinfo
-```
-
-#### Promox
-
-If you are running virtualization in Proxmox, the CPU type of the VM is probably configured incorrectly.
-
-You need to change the CPU type from `kvm64` to `host` under VMs hardware tab.
-
-`Hardware > Processors > Edit > Advanced > Type (dropdown menu) > host`
-
-#### Other platforms
-
-You can use the machine learning image that is built for Non-AVX CPU. The image is community maintained and can be found in the repository below
-
-https://github.com/bertmelis/immich-machine-learning-no-avx
-
-Otherwise, you can safely remove the `immich-machine-learning` service if you do not intend to use Immich's object detection features. Simply remove or comment out the declaration of the service in your compose file.
-:::

docs/docs/install/unraid.md

@@ -5,6 +5,7 @@ sidebar_position: 60
 # Unraid
 
 Immich can easily be installed and updated on Unraid via:
+
 1. [Docker Compose Manager](https://forums.unraid.net/topic/114415-plugin-docker-compose-manager/) plugin from the Unraid Community Apps
 2. Community made template on the Unraid Community Apps
 
@@ -18,9 +19,9 @@ Immich can easily be installed and updated on Unraid via:
 
 In order to install Immich from the Unraid CA, you will need an existing Redis and PostgreSQL 14 container, If you do not already have Redis or PostgreSQL you can install them from the Unraid CA, just make sure you choose PostgreSQL **14**.
 
-Once you have Redis and PostgreSQL running, search for Immich on the Unraid CA, Choose either of the templates listed and fill out the example variables.
+Once you have Redis and PostgreSQL running, search for Immich on the Unraid CA, choose either of the templates listed and fill out the example variables.
 
-For more information about setting up the community image see [here](https://github.com/imagegenius/docker-immich#application-setup) 
+For more information about setting up the community image see [here](https://github.com/imagegenius/docker-immich#application-setup)
 
 ## Docker-Compose Method (Official)
 
@@ -71,7 +72,7 @@ alt="Select Plugins > Compose.Manager > Add New Stack > Label it Immich"
     </details>
 5.  Click "**Save Changes**", you will be promoted to edit stack UI labels, just leave this blank and click "**Ok**"
 6.  Select the cog ⚙️ next to Immich, click "**Edit Stack**", then click "**Env File**"
-7.  Past the entire contents of the [Immich example.env](https://github.com/immich-app/immich/releases/latest/download/example.env) file into the Unraid editor, then **before saving** edit the following:
+7.  Paste the entire contents of the [Immich example.env](https://github.com/immich-app/immich/releases/latest/download/example.env) file into the Unraid editor, then **before saving** edit the following:
 
     - `UPLOAD_LOCATION`: Create a folder in your Images Unraid share and place the **absolute** location here > For example my _"images"_ share has a folder within it called _"immich"_. If I browse to this directory in the terminal and type `pwd` the output is `/mnt/user/images/immich`. This is the exact value I need to enter as my `UPLOAD_LOCATION`
 
@@ -143,8 +144,8 @@ alt="Immich update notification"
 />
 
 1. Go to the "**Docker**" tab and scroll to the Compose section
-2. Next to Immich click the "**Update Stack**" button and Unraid will begin to update all Immmich related containers
-   > Note: **Do not** select Compose Down first, it is unecessary.
+2. Next to Immich click the "**Update Stack**" button and Unraid will begin to update all Immich related containers
+   > Note: **Do not** select Compose Down first, it is unnecessary.
 3. Once complete you will see a "_Connection Closed_" message, select "**Done**".
    <img
    src={require('./img/unraid11.png').default}

docs/docs/overview/introduction.mdx

@@ -4,7 +4,7 @@ sidebar_position: 1
 
 # Introduction
 
-<img src={require('./img/feature-panel.png').default} alt='Immich' />
+<img src={require('./img/feature-panel.png').default} alt="Immich" />
 
 ## Welcome!
 

docs/docs/overview/support-the-project.md

@@ -18,7 +18,6 @@ If you feel like this is the right cause and the app is something you see yourse
 - [buymeacoffee](https://www.buymeacoffee.com/altran1502)
 - Bitcoin: 1FvEp6P6NM8EZEkpGUFAN2LqJ1gxusNxZX
 
-
 ## Contributing
 
 There are lots of non-monetary ways to contribute to Immich as well.

docs/docusaurus.config.js

@@ -1,70 +1,70 @@
 // @ts-check
 // Note: type annotations allow type checking and IDEs autocompletion
 
-const lightCodeTheme = require("prism-react-renderer/themes/github");
-const darkCodeTheme = require("prism-react-renderer/themes/dracula");
+const lightCodeTheme = require('prism-react-renderer/themes/github');
+const darkCodeTheme = require('prism-react-renderer/themes/dracula');
 
 /** @type {import('@docusaurus/types').Config} */
 const config = {
-  title: "Immich",
-  tagline:
-    "High performance self-hosted photo and video backup solution directly from your mobile phone",
-  url: "https://documentation.immich.app",
-  baseUrl: "/",
-  onBrokenLinks: "throw",
-  onBrokenMarkdownLinks: "warn",
-  favicon: "img/favicon.png",
+  title: 'Immich',
+  tagline: 'High performance self-hosted photo and video backup solution directly from your mobile phone',
+  url: 'https://documentation.immich.app',
+  baseUrl: '/',
+  onBrokenLinks: 'throw',
+  onBrokenMarkdownLinks: 'warn',
+  favicon: 'img/favicon.png',
 
   // GitHub pages deployment config.
   // If you aren't using GitHub pages, you don't need these.
-  organizationName: "immich-app", // Usually your GitHub org/user name.
-  projectName: "immich", // Usually your repo name.
-  deploymentBranch: "main",
+  organizationName: 'immich-app', // Usually your GitHub org/user name.
+  projectName: 'immich', // Usually your repo name.
+  deploymentBranch: 'main',
   // Even if you don't use internalization, you can use this field to set useful
   // metadata like html lang. For example, if your site is Chinese, you may want
   // to replace "en" with "zh-Hans".
   i18n: {
-    defaultLocale: "en",
-    locales: ["en"],
+    defaultLocale: 'en',
+    locales: ['en'],
   },
 
   plugins: [
     async function myPlugin(context, options) {
       return {
-        name: "docusaurus-tailwindcss",
+        name: 'docusaurus-tailwindcss',
         configurePostCss(postcssOptions) {
           // Appends TailwindCSS and AutoPrefixer.
-          postcssOptions.plugins.push(require("tailwindcss"));
-          postcssOptions.plugins.push(require("autoprefixer"));
+          postcssOptions.plugins.push(require('tailwindcss'));
+          postcssOptions.plugins.push(require('autoprefixer'));
           return postcssOptions;
         },
       };
     },
+    require.resolve('docusaurus-lunr-search'),
   ],
   presets: [
     [
-      "docusaurus-preset-openapi",
+      'docusaurus-preset-openapi',
       /** @type {import('docusaurus-preset-openapi').Options} */
       ({
         docs: {
           showLastUpdateAuthor: true,
           showLastUpdateTime: true,
 
-          sidebarPath: require.resolve("./sidebars.js"),
+          sidebarPath: require.resolve('./sidebars.js'),
           // Please change this to your repo.
           // Remove this to remove the "edit this page" links.
-          editUrl: "https://github.com/immich-app/immich/tree/main/docs/",
+          editUrl: 'https://github.com/immich-app/immich/tree/main/docs/',
         },
         api: {
-          path: "../server/immich-openapi-specs.json",
-          routeBasePath: "/docs/api",
+          path: '../server/immich-openapi-specs.json',
+          routeBasePath: '/docs/api',
         },
         // blog: {
         //   showReadingTime: true,
         //   editUrl: "https://github.com/immich-app/immich/tree/main/docs/",
         // },
         theme: {
-          customCss: require.resolve("./src/css/custom.css"),
+          customCss: require.resolve('./src/css/custom.css'),
         },
       }),
     ],
@@ -74,13 +74,13 @@ const config = {
     /** @type {import('@docusaurus/preset-classic').ThemeConfig} */
     ({
       colorMode: {
-        defaultMode: "dark",
+        defaultMode: 'dark',
       },
       announcementBar: {
-        id: "site_announcement_immich",
+        id: 'site_announcement_immich',
         content: `⚠️ The project is under <strong>very active</strong> development. Expect bugs and changes. Do not use it as <strong>the only way</strong> to store your photos and videos!`,
-        backgroundColor: "#593f00",
-        textColor: "#ffefc9",
+        backgroundColor: '#593f00',
+        textColor: '#ffefc9',
         isCloseable: false,
       },
       docs: {
@@ -90,72 +90,63 @@ const config = {
       },
       navbar: {
         logo: {
-          alt: "Immich University Logo",
-          src: "img/color-logo.png",
-          srcDark: "img/logo.png",
+          alt: 'Immich University Logo',
+          src: 'img/color-logo.png',
+          srcDark: 'img/logo.png',
         },
         items: [
           {
-            to: "/docs/overview/introduction",
-            position: "right",
-            label: "Docs",
+            to: '/docs/overview/introduction',
+            position: 'right',
+            label: 'Docs',
           },
           {
-            to: "/docs/api",
-            position: "right",
-            label: "API",
+            to: '/docs/api',
+            position: 'right',
+            label: 'API',
           },
           {
-            href: "https://github.com/immich-app/immich",
-            label: "GitHub",
-            position: "right",
-          },
-          {
-            href: "https://github.com/orgs/immich-app/projects/1",
-            label: "Roadmap",
-            position: "right",
+            href: 'https://github.com/immich-app/immich',
+            label: 'GitHub',
+            position: 'right',
           },
         ],
       },
       footer: {
-        style: "light",
+        style: 'light',
         links: [
           {
-            title: "Overview",
+            title: 'Overview',
             items: [
               {
-                label: "Welcome",
-                to: "/docs/overview/introduction",
+                label: 'Welcome',
+                to: '/docs/overview/introduction',
               },
               {
-                label: "Installation",
-                to: "/docs/install/requirements",
+                label: 'Installation',
+                to: '/docs/install/requirements',
               },
             ],
           },
           {
-            title: "Community",
+            title: 'Community',
             items: [
               {
-                label: "Discord",
-                href: "https://discord.com/invite/D8JsnBEuKb",
+                label: 'Discord',
+                href: 'https://discord.com/invite/D8JsnBEuKb',
               },
             ],
           },
           {
-            title: "Links",
+            title: 'Links',
             items: [
               // {
               //   label: "Blog",
               //   to: "/blog",
               // },
               {
-                label: "GitHub",
-                href: "https://github.com/immich-app/immich",
-              },
-              {
-                label: "Roadmap",
-                href: "https://github.com/orgs/immich-app/projects/1",
+                label: 'GitHub',
+                href: 'https://github.com/immich-app/immich',
               },
             ],
           },
@@ -166,7 +157,7 @@ const config = {
         theme: lightCodeTheme,
         darkTheme: darkCodeTheme,
       },
-      image: "overview/img/feature-panel.png",
+      image: 'overview/img/feature-panel.png',
     }),
 };
 

docs/package-lock.json

@@ -13,6 +13,7 @@
         "@mdx-js/react": "^1.6.22",
         "autoprefixer": "^10.4.13",
         "clsx": "^1.2.1",
+        "docusaurus-lunr-search": "^2.3.2",
         "docusaurus-preset-openapi": "^0.6.3",
         "postcss": "^8.4.20",
         "prism-react-renderer": "^1.3.5",
@@ -24,6 +25,7 @@
       "devDependencies": {
         "@docusaurus/module-type-aliases": "2.1.0",
         "@tsconfig/docusaurus": "^1.0.5",
+        "prettier": "^2.8.8",
         "typescript": "^4.7.4"
       },
       "engines": {
@@ -3634,6 +3636,11 @@
       "resolved": "https://registry.npmjs.org/@xtuc/long/-/long-4.2.2.tgz",
       "integrity": "sha512-NuHqBY1PB/D8xU6s/thBgOAiAP7HOYDQ32+BFZILJ8ivkUkAHQnWfn6WhL79Owj1qmUnoN/YPhktdIoucipkAQ=="
     },
+    "node_modules/abbrev": {
+      "version": "1.1.1",
+      "resolved": "https://registry.npmjs.org/abbrev/-/abbrev-1.1.1.tgz",
+      "integrity": "sha512-nne9/IiQ/hzIhY6pdDnbBtz7DjPTKrY00P/zvPSm5pOFkl6xuGrGnXn/VtTNNfNtAfZ9/1RtehkszU9qcTii0Q=="
+    },
     "node_modules/accepts": {
       "version": "1.3.8",
       "resolved": "https://registry.npmjs.org/accepts/-/accepts-1.3.8.tgz",
@@ -3903,6 +3910,11 @@
         "node": ">= 8"
       }
     },
+    "node_modules/aproba": {
+      "version": "2.0.0",
+      "resolved": "https://registry.npmjs.org/aproba/-/aproba-2.0.0.tgz",
+      "integrity": "sha512-lYe4Gx7QT+MKGbDsA+Z+he/Wtef0BiwDOlK/XkBrdfsh9J/jPPXbX0tE9x9cl27Tmu5gg3QUbUrQYa/y+KOHPQ=="
+    },
     "node_modules/arg": {
       "version": "5.0.2",
       "resolved": "https://registry.npmjs.org/arg/-/arg-5.0.2.tgz",
@@ -3957,6 +3969,14 @@
         "node": ">= 4.0.0"
       }
     },
+    "node_modules/autocomplete.js": {
+      "version": "0.37.1",
+      "resolved": "https://registry.npmjs.org/autocomplete.js/-/autocomplete.js-0.37.1.tgz",
+      "integrity": "sha512-PgSe9fHYhZEsm/9jggbjtVsGXJkPLvd+9mC7gZJ662vVL5CRWEtm/mIrrzCx0MrNxHVwxD5d00UOn6NsmL2LUQ==",
+      "dependencies": {
+        "immediate": "^3.2.3"
+      }
+    },
     "node_modules/autoprefixer": {
       "version": "10.4.13",
       "resolved": "https://registry.npmjs.org/autoprefixer/-/autoprefixer-10.4.13.tgz",
@@ -4148,6 +4168,15 @@
       "resolved": "https://registry.npmjs.org/batch/-/batch-0.6.1.tgz",
       "integrity": "sha512-x+VAiMRL6UPkx+kudNvxTl6hB2XNNCG2r+7wixVfIYwu/2HKRXimwQyaumLjMveWvT2Hkd/cAJw+QBMfJ/EKVw=="
     },
+    "node_modules/bcp-47-match": {
+      "version": "1.0.3",
+      "resolved": "https://registry.npmjs.org/bcp-47-match/-/bcp-47-match-1.0.3.tgz",
+      "integrity": "sha512-LggQ4YTdjWQSKELZF5JwchnBa1u0pIQSZf5lSdOHEdbVP55h0qICA/FUp3+W99q0xqxYa1ZQizTUH87gecII5w==",
+      "funding": {
+        "type": "github",
+        "url": "https://github.com/sponsors/wooorm"
+      }
+    },
     "node_modules/big.js": {
       "version": "5.2.2",
       "resolved": "https://registry.npmjs.org/big.js/-/big.js-5.2.2.tgz",
@@ -4583,6 +4612,11 @@
       "resolved": "https://registry.npmjs.org/ci-info/-/ci-info-3.5.0.tgz",
       "integrity": "sha512-yH4RezKOGlOhxkmhbeNuC4eYZKAUsEaGtBuBzDDP1eFUKiccDWzBABxBfOx31IDwDIXMTxWuwAxUGModvkbuVw=="
     },
+    "node_modules/classnames": {
+      "version": "2.3.2",
+      "resolved": "https://registry.npmjs.org/classnames/-/classnames-2.3.2.tgz",
+      "integrity": "sha512-CSbhY4cFEJRe6/GQzIk5qXZ4Jeg5pcsP7b5peFSDpffpe1cqjASH/n9UTjBwOp6XpMSTwQ8Za2K5V02ueA7Tmw=="
+    },
     "node_modules/clean-css": {
       "version": "5.3.1",
       "resolved": "https://registry.npmjs.org/clean-css/-/clean-css-5.3.1.tgz",
@@ -4743,6 +4777,14 @@
       "resolved": "https://registry.npmjs.org/color-name/-/color-name-1.1.4.tgz",
       "integrity": "sha512-dOy+3AuW3a2wNbZHIuMZpTcgjGuLU/uBL/ubcZF9OXbDo8ff4O8yVp5Bf0efS8uEoYo5q4Fx7dY9OgQGXgAsQA=="
     },
+    "node_modules/color-support": {
+      "version": "1.1.3",
+      "resolved": "https://registry.npmjs.org/color-support/-/color-support-1.1.3.tgz",
+      "integrity": "sha512-qiBjkpbMLO/HL68y+lh4q0/O1MZFj2RX6X/KmMa3+gJD3z+WwI1ZzDHysvqHGS3mP6mznPckpXmw1nI9cJjyRg==",
+      "bin": {
+        "color-support": "bin.js"
+      }
+    },
     "node_modules/colord": {
       "version": "2.9.3",
       "resolved": "https://registry.npmjs.org/colord/-/colord-2.9.3.tgz",
@@ -4887,6 +4929,11 @@
       "resolved": "https://registry.npmjs.org/consola/-/consola-2.15.3.tgz",
       "integrity": "sha512-9vAdYbHj6x2fLKC4+oPH0kFzY/orMZyG2Aj+kNylHxKGJ/Ed4dpNyAQYwJOdqO4zdM7XpVHmyejQDcQHrnuXbw=="
     },
+    "node_modules/console-control-strings": {
+      "version": "1.1.0",
+      "resolved": "https://registry.npmjs.org/console-control-strings/-/console-control-strings-1.1.0.tgz",
+      "integrity": "sha512-ty/fTekppD2fIwRvnZAVdeOiGd1c7YXEixbgJTNzqcxJWKQnjJ/V1bNEEE6hygpM3WjwHFUVK6HTjWSzV4a8sQ=="
+    },
     "node_modules/content-disposition": {
       "version": "0.5.2",
       "resolved": "https://registry.npmjs.org/content-disposition/-/content-disposition-0.5.2.tgz",
@@ -5278,6 +5325,11 @@
         "url": "https://github.com/sponsors/fb55"
       }
     },
+    "node_modules/css-selector-parser": {
+      "version": "1.4.1",
+      "resolved": "https://registry.npmjs.org/css-selector-parser/-/css-selector-parser-1.4.1.tgz",
+      "integrity": "sha512-HYPSb7y/Z7BNDCOrakL4raGO2zltZkbeXyAd6Tg9obzix6QhzxCotdBl6VT0Dv4vZfJGVz3WL/xaEI9Ly3ul0g=="
+    },
     "node_modules/css-tree": {
       "version": "1.1.3",
       "resolved": "https://registry.npmjs.org/css-tree/-/css-tree-1.1.3.tgz",
@@ -5664,6 +5716,18 @@
         "node": ">=8"
       }
     },
+    "node_modules/direction": {
+      "version": "1.0.4",
+      "resolved": "https://registry.npmjs.org/direction/-/direction-1.0.4.tgz",
+      "integrity": "sha512-GYqKi1aH7PJXxdhTeZBFrg8vUBeKXi+cNprXsC1kpJcbcVnV9wBsrOu1cQEdG0WeQwlfHiy3XvnKfIrJ2R0NzQ==",
+      "bin": {
+        "direction": "cli.js"
+      },
+      "funding": {
+        "type": "github",
+        "url": "https://github.com/sponsors/wooorm"
+      }
+    },
     "node_modules/dlv": {
       "version": "1.1.3",
       "resolved": "https://registry.npmjs.org/dlv/-/dlv-1.1.3.tgz",
@@ -5685,6 +5749,53 @@
         "node": ">=6"
       }
     },
+    "node_modules/docusaurus-lunr-search": {
+      "version": "2.3.2",
+      "resolved": "https://registry.npmjs.org/docusaurus-lunr-search/-/docusaurus-lunr-search-2.3.2.tgz",
+      "integrity": "sha512-Ngvm2kXwliWThqAThXI1912rOKHlFL7BjIc+OVNUfzkjpk5ar4TFEh+EUaaMOLw4V0BBko3CW0Ym7prqqm3jLQ==",
+      "dependencies": {
+        "autocomplete.js": "^0.37.0",
+        "classnames": "^2.2.6",
+        "gauge": "^3.0.0",
+        "hast-util-select": "^4.0.0",
+        "hast-util-to-text": "^2.0.0",
+        "hogan.js": "^3.0.2",
+        "lunr": "^2.3.8",
+        "lunr-languages": "^1.4.0",
+        "minimatch": "^3.0.4",
+        "object-assign": "^4.1.1",
+        "rehype-parse": "^7.0.1",
+        "to-vfile": "^6.1.0",
+        "unified": "^9.0.0",
+        "unist-util-is": "^4.0.2"
+      },
+      "engines": {
+        "node": ">= 8.10.0"
+      },
+      "peerDependencies": {
+        "@docusaurus/core": "^2.0.0-alpha.60 || ^2.0.0",
+        "react": "^16.8.4 || ^17",
+        "react-dom": "^16.8.4 || ^17"
+      }
+    },
+    "node_modules/docusaurus-lunr-search/node_modules/parse5": {
+      "version": "6.0.1",
+      "resolved": "https://registry.npmjs.org/parse5/-/parse5-6.0.1.tgz",
+      "integrity": "sha512-Ofn/CTFzRGTTxwpNEs9PP93gXShHcTq255nzRYSKe8AkVpZY7e1fpmTfOyoIvjP5HG7Z2ZM7VS9PPhQGW2pOpw=="
+    },
+    "node_modules/docusaurus-lunr-search/node_modules/rehype-parse": {
+      "version": "7.0.1",
+      "resolved": "https://registry.npmjs.org/rehype-parse/-/rehype-parse-7.0.1.tgz",
+      "integrity": "sha512-fOiR9a9xH+Le19i4fGzIEowAbwG7idy2Jzs4mOrFWBSJ0sNUgy0ev871dwWnbOo371SjgjG4pwzrbgSVrKxecw==",
+      "dependencies": {
+        "hast-util-from-parse5": "^6.0.0",
+        "parse5": "^6.0.0"
+      },
+      "funding": {
+        "type": "opencollective",
+        "url": "https://opencollective.com/unified"
+      }
+    },
     "node_modules/docusaurus-plugin-openapi": {
       "version": "0.6.3",
       "resolved": "https://registry.npmjs.org/docusaurus-plugin-openapi/-/docusaurus-plugin-openapi-0.6.3.tgz",
@@ -6689,6 +6800,43 @@
       "resolved": "https://registry.npmjs.org/function-bind/-/function-bind-1.1.1.tgz",
       "integrity": "sha512-yIovAzMX49sF8Yl58fSCWJ5svSLuaibPxXQJFLmBObTuCr0Mf1KiPopGM9NiFjiYBCbfaa2Fh6breQ6ANVTI0A=="
     },
+    "node_modules/gauge": {
+      "version": "3.0.2",
+      "resolved": "https://registry.npmjs.org/gauge/-/gauge-3.0.2.tgz",
+      "integrity": "sha512-+5J6MS/5XksCuXq++uFRsnUd7Ovu1XenbeuIuNRJxYWjgQbPuFhT14lAvsWfqfAmnwluf1OwMjz39HjfLPci0Q==",
+      "dependencies": {
+        "aproba": "^1.0.3 || ^2.0.0",
+        "color-support": "^1.1.2",
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@@ -18000,6 +18387,11 @@
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@@ -19298,6 +19770,16 @@
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@@ -19327,6 +19809,27 @@
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@@ -19339,6 +19842,26 @@
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@@ -19374,6 +19897,15 @@
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@@ -19589,6 +20121,11 @@
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@@ -20162,6 +20699,16 @@
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+      "resolved": "https://registry.npmjs.org/lunr/-/lunr-2.3.9.tgz",
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+    "lunr-languages": {
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+      "resolved": "https://registry.npmjs.org/lunr-languages/-/lunr-languages-1.10.0.tgz",
+      "integrity": "sha512-BBjKKcwrieJlzwwc9M5H/MRXGJ2qyOSDx/NXYiwkuKjiLOOoouh0WsDzeqcLoUWcX31y7i8sb8IgsZKObdUCkw=="
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+      "resolved": "https://registry.npmjs.org/nopt/-/nopt-1.0.10.tgz",
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+      "requires": {
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     "normalize-path": {
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@@ -20476,6 +21036,11 @@
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+      "resolved": "https://registry.npmjs.org/not/-/not-0.1.0.tgz",
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@@ -21537,6 +22102,12 @@
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+      "resolved": "https://registry.npmjs.org/prettier/-/prettier-2.8.8.tgz",
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+    },
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@@ -23447,6 +24018,15 @@
         "is-number": "^7.0.0"
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+      "resolved": "https://registry.npmjs.org/to-vfile/-/to-vfile-6.1.0.tgz",
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       "resolved": "https://registry.npmjs.org/toidentifier/-/toidentifier-1.0.1.tgz",
@@ -23588,6 +24168,14 @@
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     },
+    "unist-util-find-after": {
+      "version": "3.0.0",
+      "resolved": "https://registry.npmjs.org/unist-util-find-after/-/unist-util-find-after-3.0.0.tgz",
+      "integrity": "sha512-ojlBqfsBftYXExNu3+hHLfJQ/X1jYY/9vdm4yZWjIbf0VuWF6CRufci1ZyoD/wV2TYMKxXUoNuoqwy+CkgzAiQ==",
+      "requires": {
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@@ -24241,6 +24829,31 @@
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+      "dependencies": {
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docs/package.json

@@ -4,6 +4,8 @@
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   "scripts": {
     "docusaurus": "docusaurus",
+    "format": "prettier --check .",
+    "format:fix": "prettier --write .",
     "start": "docusaurus start",
     "build": "docusaurus build",
     "swizzle": "docusaurus swizzle",
@@ -12,7 +14,7 @@
     "serve": "docusaurus serve",
     "write-translations": "docusaurus write-translations",
     "write-heading-ids": "docusaurus write-heading-ids",
-    "typecheck": "tsc"
+    "check": "tsc"
   },
   "dependencies": {
     "@docusaurus/core": "2.1.0",
@@ -20,6 +22,7 @@
     "@mdx-js/react": "^1.6.22",
     "autoprefixer": "^10.4.13",
     "clsx": "^1.2.1",
+    "docusaurus-lunr-search": "^2.3.2",
     "docusaurus-preset-openapi": "^0.6.3",
     "postcss": "^8.4.20",
     "prism-react-renderer": "^1.3.5",
@@ -31,6 +34,7 @@
   "devDependencies": {
     "@docusaurus/module-type-aliases": "2.1.0",
     "@tsconfig/docusaurus": "^1.0.5",
+    "prettier": "^2.8.8",
     "typescript": "^4.7.4"
   },
   "browserslist": {

docs/sidebars.js

@@ -14,7 +14,7 @@
 /** @type {import('@docusaurus/plugin-content-docs').SidebarsConfig} */
 const sidebars = {
   // By default, Docusaurus generates a sidebar from the docs folder structure
-  tutorialSidebar: [{type: 'autogenerated', dirName: '.'}],
+  tutorialSidebar: [{ type: 'autogenerated', dirName: '.' }],
 
   // But you can create a sidebar manually
   /*

docs/src/components/HomepageFeatures/index.tsx

@@ -14,8 +14,8 @@ const FeatureList: FeatureItem[] = [
     Svg: require('@site/static/img/undraw_docusaurus_mountain.svg').default,
     description: (
       <>
-        Docusaurus was designed from the ground up to be easily installed and
-        used to get your website up and running quickly.
+        Docusaurus was designed from the ground up to be easily installed and used to get your website up and running
+        quickly.
       </>
     ),
   },
@@ -24,8 +24,8 @@ const FeatureList: FeatureItem[] = [
     Svg: require('@site/static/img/undraw_docusaurus_tree.svg').default,
     description: (
       <>
-        Docusaurus lets you focus on your docs, and we&apos;ll do the chores. Go
-        ahead and move your docs into the <code>docs</code> directory.
+        Docusaurus lets you focus on your docs, and we&apos;ll do the chores. Go ahead and move your docs into the{' '}
+        <code>docs</code> directory.
       </>
     ),
   },
@@ -34,14 +34,14 @@ const FeatureList: FeatureItem[] = [
     Svg: require('@site/static/img/undraw_docusaurus_react.svg').default,
     description: (
       <>
-        Extend or customize your website layout by reusing React. Docusaurus can
-        be extended while reusing the same header and footer.
+        Extend or customize your website layout by reusing React. Docusaurus can be extended while reusing the same
+        header and footer.
       </>
     ),
   },
 ];
 
-function Feature({title, Svg, description}: FeatureItem) {
+function Feature({ title, Svg, description }: FeatureItem) {
   return (
     <div className={clsx('col col--4')}>
       <div className="text--center">

docs/src/css/custom.css

@@ -7,12 +7,12 @@
 @tailwind components;
 @tailwind utilities;
 
-@import url("https://fonts.googleapis.com/css2?family=Overpass:ital,wght@0,300;0,400;0,500;0,600;0,700;1,300;1,400;1,500;1,600;1,700&display=swap");
-@import url("https://fonts.googleapis.com/css2?family=Snowburst+One&display=swap");
+@import url('https://fonts.googleapis.com/css2?family=Overpass:ital,wght@0,300;0,400;0,500;0,600;0,700;1,300;1,400;1,500;1,600;1,700&display=swap');
+@import url('https://fonts.googleapis.com/css2?family=Snowburst+One&display=swap');
 
 html,
 button {
-  font-family: "Overpass", sans-serif;
+  font-family: 'Overpass', sans-serif;
 }
 
 /* You can override the default Infima variables here. */
@@ -29,7 +29,7 @@ button {
 }
 
 /* For readability concerns, you should choose a lighter palette in dark mode. */
-[data-theme="dark"] {
+[data-theme='dark'] {
   --ifm-color-primary: #adcbfa;
   --ifm-color-primary-dark: #85b2f8;
   --ifm-color-primary-darker: #71a5f6;

docs/src/pages/index.tsx

@@ -1,6 +1,6 @@
-import React from "react";
-import Link from "@docusaurus/Link";
-import Layout from "@theme/Layout";
+import React from 'react';
+import Link from '@docusaurus/Link';
+import Layout from '@theme/Layout';
 
 function HomepageHeader() {
   return (
@@ -31,7 +31,7 @@ function HomepageHeader() {
           </Link>
         </div>
 
-        <img src="/img/immich-screenshots.webp" alt="logo" />
+        <img src="/img/immich-screenshots.png" alt="logo" />
       </section>
     </header>
   );

docs/src/theme/SearchBar/DocSearch.js

@@ -0,0 +1,256 @@
+import Hogan from 'hogan.js';
+import LunrSearchAdapter from './lunar-search';
+import autocomplete from 'autocomplete.js';
+import templates from './templates';
+import utils from './utils';
+import $ from 'autocomplete.js/zepto';
+
+class DocSearch {
+  constructor({
+    searchDocs,
+    searchIndex,
+    inputSelector,
+    debug = false,
+    baseUrl = '/',
+    queryDataCallback = null,
+    autocompleteOptions = {
+      debug: false,
+      hint: false,
+      autoselect: true,
+    },
+    transformData = false,
+    queryHook = false,
+    handleSelected = false,
+    enhancedSearchInput = false,
+    layout = 'collumns',
+  }) {
+    this.input = DocSearch.getInputFromSelector(inputSelector);
+    this.queryDataCallback = queryDataCallback || null;
+    const autocompleteOptionsDebug =
+      autocompleteOptions && autocompleteOptions.debug ? autocompleteOptions.debug : false;
+    // eslint-disable-next-line no-param-reassign
+    autocompleteOptions.debug = debug || autocompleteOptionsDebug;
+    this.autocompleteOptions = autocompleteOptions;
+    this.autocompleteOptions.cssClasses = this.autocompleteOptions.cssClasses || {};
+    this.autocompleteOptions.cssClasses.prefix = this.autocompleteOptions.cssClasses.prefix || 'ds';
+    const inputAriaLabel = this.input && typeof this.input.attr === 'function' && this.input.attr('aria-label');
+    this.autocompleteOptions.ariaLabel = this.autocompleteOptions.ariaLabel || inputAriaLabel || 'search input';
+
+    this.isSimpleLayout = layout === 'simple';
+
+    this.client = new LunrSearchAdapter(searchDocs, searchIndex, baseUrl);
+
+    if (enhancedSearchInput) {
+      this.input = DocSearch.injectSearchBox(this.input);
+    }
+    this.autocomplete = autocomplete(this.input, autocompleteOptions, [
+      {
+        source: this.getAutocompleteSource(transformData, queryHook),
+        templates: {
+          suggestion: DocSearch.getSuggestionTemplate(this.isSimpleLayout),
+          footer: templates.footer,
+          empty: DocSearch.getEmptyTemplate(),
+        },
+      },
+    ]);
+
+    const customHandleSelected = handleSelected;
+    this.handleSelected = customHandleSelected || this.handleSelected;
+
+    // We prevent default link clicking if a custom handleSelected is defined
+    if (customHandleSelected) {
+      $('.algolia-autocomplete').on('click', '.ds-suggestions a', (event) => {
+        event.preventDefault();
+      });
+    }
+
+    this.autocomplete.on('autocomplete:selected', this.handleSelected.bind(null, this.autocomplete.autocomplete));
+
+    this.autocomplete.on('autocomplete:shown', this.handleShown.bind(null, this.input));
+
+    if (enhancedSearchInput) {
+      DocSearch.bindSearchBoxEvent();
+    }
+  }
+
+  static injectSearchBox(input) {
+    input.before(templates.searchBox);
+    const newInput = input.prev().prev().find('input');
+    input.remove();
+    return newInput;
+  }
+
+  static bindSearchBoxEvent() {
+    $('.searchbox [type="reset"]').on('click', function () {
+      $('input#docsearch').focus();
+      $(this).addClass('hide');
+      autocomplete.autocomplete.setVal('');
+    });
+
+    $('input#docsearch').on('keyup', () => {
+      const searchbox = document.querySelector('input#docsearch');
+      const reset = document.querySelector('.searchbox [type="reset"]');
+      reset.className = 'searchbox__reset';
+      if (searchbox.value.length === 0) {
+        reset.className += ' hide';
+      }
+    });
+  }
+
+  /**
+   * Returns the matching input from a CSS selector, null if none matches
+   * @function getInputFromSelector
+   * @param  {string} selector CSS selector that matches the search
+   * input of the page
+   * @returns {void}
+   */
+  static getInputFromSelector(selector) {
+    const input = $(selector).filter('input');
+    return input.length ? $(input[0]) : null;
+  }
+
+  /**
+   * Returns the `source` method to be passed to autocomplete.js. It will query
+   * the Algolia index and call the callbacks with the formatted hits.
+   * @function getAutocompleteSource
+   * @param  {function} transformData An optional function to transform the hits
+   * @param {function} queryHook An optional function to transform the query
+   * @returns {function} Method to be passed as the `source` option of
+   * autocomplete
+   */
+  getAutocompleteSource(transformData, queryHook) {
+    return (query, callback) => {
+      if (queryHook) {
+        // eslint-disable-next-line no-param-reassign
+        query = queryHook(query) || query;
+      }
+      this.client.search(query).then((hits) => {
+        if (this.queryDataCallback && typeof this.queryDataCallback == 'function') {
+          this.queryDataCallback(hits);
+        }
+        if (transformData) {
+          hits = transformData(hits) || hits;
+        }
+        callback(DocSearch.formatHits(hits));
+      });
+    };
+  }
+
+  // Given a list of hits returned by the API, will reformat them to be used in
+  // a Hogan template
+  static formatHits(receivedHits) {
+    const clonedHits = utils.deepClone(receivedHits);
+    const hits = clonedHits.map((hit) => {
+      if (hit._highlightResult) {
+        // eslint-disable-next-line no-param-reassign
+        hit._highlightResult = utils.mergeKeyWithParent(hit._highlightResult, 'hierarchy');
+      }
+      return utils.mergeKeyWithParent(hit, 'hierarchy');
+    });
+
+    // Group hits by category / subcategory
+    let groupedHits = utils.groupBy(hits, 'lvl0');
+    $.each(groupedHits, (level, collection) => {
+      const groupedHitsByLvl1 = utils.groupBy(collection, 'lvl1');
+      const flattenedHits = utils.flattenAndFlagFirst(groupedHitsByLvl1, 'isSubCategoryHeader');
+      groupedHits[level] = flattenedHits;
+    });
+    groupedHits = utils.flattenAndFlagFirst(groupedHits, 'isCategoryHeader');
+
+    // Translate hits into smaller objects to be send to the template
+    return groupedHits.map((hit) => {
+      const url = DocSearch.formatURL(hit);
+      const category = utils.getHighlightedValue(hit, 'lvl0');
+      const subcategory = utils.getHighlightedValue(hit, 'lvl1') || category;
+      const displayTitle = utils
+        .compact([
+          utils.getHighlightedValue(hit, 'lvl2') || subcategory,
+          utils.getHighlightedValue(hit, 'lvl3'),
+          utils.getHighlightedValue(hit, 'lvl4'),
+          utils.getHighlightedValue(hit, 'lvl5'),
+          utils.getHighlightedValue(hit, 'lvl6'),
+        ])
+        .join('<span class="aa-suggestion-title-separator" aria-hidden="true"> › </span>');
+      const text = utils.getSnippetedValue(hit, 'content');
+      const isTextOrSubcategoryNonEmpty = (subcategory && subcategory !== '') || (displayTitle && displayTitle !== '');
+      const isLvl1EmptyOrDuplicate = !subcategory || subcategory === '' || subcategory === category;
+      const isLvl2 = displayTitle && displayTitle !== '' && displayTitle !== subcategory;
+      const isLvl1 = !isLvl2 && subcategory && subcategory !== '' && subcategory !== category;
+      const isLvl0 = !isLvl1 && !isLvl2;
+
+      return {
+        isLvl0,
+        isLvl1,
+        isLvl2,
+        isLvl1EmptyOrDuplicate,
+        isCategoryHeader: hit.isCategoryHeader,
+        isSubCategoryHeader: hit.isSubCategoryHeader,
+        isTextOrSubcategoryNonEmpty,
+        category,
+        subcategory,
+        title: displayTitle,
+        text,
+        url,
+      };
+    });
+  }
+
+  static formatURL(hit) {
+    const { url, anchor } = hit;
+    if (url) {
+      const containsAnchor = url.indexOf('#') !== -1;
+      if (containsAnchor) return url;
+      else if (anchor) return `${hit.url}#${hit.anchor}`;
+      return url;
+    } else if (anchor) return `#${hit.anchor}`;
+    /* eslint-disable */
+    console.warn('no anchor nor url for : ', JSON.stringify(hit));
+    /* eslint-enable */
+    return null;
+  }
+
+  static getEmptyTemplate() {
+    return (args) => Hogan.compile(templates.empty).render(args);
+  }
+
+  static getSuggestionTemplate(isSimpleLayout) {
+    const stringTemplate = isSimpleLayout ? templates.suggestionSimple : templates.suggestion;
+    const template = Hogan.compile(stringTemplate);
+    return (suggestion) => template.render(suggestion);
+  }
+
+  handleSelected(input, event, suggestion, datasetNumber, context = {}) {
+    // Do nothing if click on the suggestion, as it's already a <a href>, the
+    // browser will take care of it. This allow Ctrl-Clicking on results and not
+    // having the main window being redirected as well
+    if (context.selectionMethod === 'click') {
+      return;
+    }
+
+    input.setVal('');
+    window.location.assign(suggestion.url);
+  }
+
+  handleShown(input) {
+    const middleOfInput = input.offset().left + input.width() / 2;
+    let middleOfWindow = $(document).width() / 2;
+
+    if (isNaN(middleOfWindow)) {
+      middleOfWindow = 900;
+    }
+
+    const alignClass = middleOfInput - middleOfWindow >= 0 ? 'algolia-autocomplete-right' : 'algolia-autocomplete-left';
+    const otherAlignClass =
+      middleOfInput - middleOfWindow < 0 ? 'algolia-autocomplete-right' : 'algolia-autocomplete-left';
+    const autocompleteWrapper = $('.algolia-autocomplete');
+    if (!autocompleteWrapper.hasClass(alignClass)) {
+      autocompleteWrapper.addClass(alignClass);
+    }
+
+    if (autocompleteWrapper.hasClass(otherAlignClass)) {
+      autocompleteWrapper.removeClass(otherAlignClass);
+    }
+  }
+}
+
+export default DocSearch;

docs/src/theme/SearchBar/index.js

@@ -0,0 +1,111 @@
+import React, { useRef, useCallback, useState } from 'react';
+import classnames from 'classnames';
+import { useHistory } from '@docusaurus/router';
+import useDocusaurusContext from '@docusaurus/useDocusaurusContext';
+import { usePluginData } from '@docusaurus/useGlobalData';
+import useIsBrowser from '@docusaurus/useIsBrowser';
+const Search = (props) => {
+  const initialized = useRef(false);
+  const searchBarRef = useRef(null);
+  const [indexReady, setIndexReady] = useState(false);
+  const history = useHistory();
+  const { siteConfig = {} } = useDocusaurusContext();
+  const isBrowser = useIsBrowser();
+  const { baseUrl } = siteConfig;
+  const initAlgolia = (searchDocs, searchIndex, DocSearch) => {
+    new DocSearch({
+      searchDocs,
+      searchIndex,
+      baseUrl,
+      inputSelector: '#search_input_react',
+      // Override algolia's default selection event, allowing us to do client-side
+      // navigation and avoiding a full page refresh.
+      handleSelected: (_input, _event, suggestion) => {
+        const url = suggestion.url || '/';
+        // Use an anchor tag to parse the absolute url into a relative url
+        // Alternatively, we can use new URL(suggestion.url) but its not supported in IE
+        const a = document.createElement('a');
+        a.href = url;
+        // Algolia use closest parent element id #__docusaurus when a h1 page title does not have an id
+        // So, we can safely remove it. See https://github.com/facebook/docusaurus/issues/1828 for more details.
+
+        history.push(url);
+      },
+    });
+  };
+
+  const pluginData = usePluginData('docusaurus-lunr-search');
+  const getSearchDoc = () =>
+    process.env.NODE_ENV === 'production'
+      ? fetch(`${baseUrl}${pluginData.fileNames.searchDoc}`).then((content) => content.json())
+      : Promise.resolve([]);
+
+  const getLunrIndex = () =>
+    process.env.NODE_ENV === 'production'
+      ? fetch(`${baseUrl}${pluginData.fileNames.lunrIndex}`).then((content) => content.json())
+      : Promise.resolve([]);
+
+  const loadAlgolia = () => {
+    if (!initialized.current) {
+      Promise.all([getSearchDoc(), getLunrIndex(), import('./DocSearch'), import('./algolia.css')]).then(
+        ([searchDocs, searchIndex, { default: DocSearch }]) => {
+          if (searchDocs.length === 0) {
+            return;
+          }
+          initAlgolia(searchDocs, searchIndex, DocSearch);
+          setIndexReady(true);
+        },
+      );
+      initialized.current = true;
+    }
+  };
+
+  const toggleSearchIconClick = useCallback(
+    (e) => {
+      if (!searchBarRef.current.contains(e.target)) {
+        searchBarRef.current.focus();
+      }
+
+      props.handleSearchBarToggle && props.handleSearchBarToggle(!props.isSearchBarExpanded);
+    },
+    [props.isSearchBarExpanded],
+  );
+
+  if (isBrowser) {
+    loadAlgolia();
+  }
+
+  return (
+    <div className="navbar__search" key="search-box">
+      <span
+        aria-label="expand searchbar"
+        role="button"
+        className={classnames('search-icon', {
+          'search-icon-hidden': props.isSearchBarExpanded,
+        })}
+        onClick={toggleSearchIconClick}
+        onKeyDown={toggleSearchIconClick}
+        tabIndex={0}
+      />
+      <input
+        id="search_input_react"
+        type="search"
+        placeholder={indexReady ? 'Search' : 'Loading...'}
+        aria-label="Search"
+        className={classnames(
+          'navbar__search-input',
+          { 'search-bar-expanded': props.isSearchBarExpanded },
+          { 'search-bar': !props.isSearchBarExpanded },
+        )}
+        onClick={loadAlgolia}
+        onMouseOver={loadAlgolia}
+        onFocus={toggleSearchIconClick}
+        onBlur={toggleSearchIconClick}
+        ref={searchBarRef}
+        disabled={!indexReady}
+      />
+    </div>
+  );
+};
+
+export default Search;

docs/src/theme/SearchBar/lunar-search.js

@@ -0,0 +1,161 @@
+import lunr from '@generated/lunr.client';
+lunr.tokenizer.separator = /[\s\-/]+/;
+
+class LunrSearchAdapter {
+  constructor(searchDocs, searchIndex, baseUrl = '/') {
+    this.searchDocs = searchDocs;
+    this.lunrIndex = lunr.Index.load(searchIndex);
+    this.baseUrl = baseUrl;
+  }
+
+  getLunrResult(input) {
+    return this.lunrIndex.query(function (query) {
+      const tokens = lunr.tokenizer(input);
+      query.term(tokens, {
+        boost: 10,
+      });
+      query.term(tokens, {
+        wildcard: lunr.Query.wildcard.TRAILING,
+      });
+    });
+  }
+
+  getHit(doc, formattedTitle, formattedContent) {
+    return {
+      hierarchy: {
+        lvl0: doc.pageTitle || doc.title,
+        lvl1: doc.type === 0 ? null : doc.title,
+      },
+      url: doc.url,
+      _snippetResult: formattedContent
+        ? {
+            content: {
+              value: formattedContent,
+              matchLevel: 'full',
+            },
+          }
+        : null,
+      _highlightResult: {
+        hierarchy: {
+          lvl0: {
+            value: doc.type === 0 ? formattedTitle || doc.title : doc.pageTitle,
+          },
+          lvl1:
+            doc.type === 0
+              ? null
+              : {
+                  value: formattedTitle || doc.title,
+                },
+        },
+      },
+    };
+  }
+  getTitleHit(doc, position, length) {
+    const start = position[0];
+    const end = position[0] + length;
+    let formattedTitle =
+      doc.title.substring(0, start) +
+      '<span class="algolia-docsearch-suggestion--highlight">' +
+      doc.title.substring(start, end) +
+      '</span>' +
+      doc.title.substring(end, doc.title.length);
+    return this.getHit(doc, formattedTitle);
+  }
+
+  getKeywordHit(doc, position, length) {
+    const start = position[0];
+    const end = position[0] + length;
+    let formattedTitle =
+      doc.title +
+      '<br /><i>Keywords: ' +
+      doc.keywords.substring(0, start) +
+      '<span class="algolia-docsearch-suggestion--highlight">' +
+      doc.keywords.substring(start, end) +
+      '</span>' +
+      doc.keywords.substring(end, doc.keywords.length) +
+      '</i>';
+    return this.getHit(doc, formattedTitle);
+  }
+
+  getContentHit(doc, position) {
+    const start = position[0];
+    const end = position[0] + position[1];
+    let previewStart = start;
+    let previewEnd = end;
+    let ellipsesBefore = true;
+    let ellipsesAfter = true;
+    for (let k = 0; k < 3; k++) {
+      const nextSpace = doc.content.lastIndexOf(' ', previewStart - 2);
+      const nextDot = doc.content.lastIndexOf('.', previewStart - 2);
+      if (nextDot > 0 && nextDot > nextSpace) {
+        previewStart = nextDot + 1;
+        ellipsesBefore = false;
+        break;
+      }
+      if (nextSpace < 0) {
+        previewStart = 0;
+        ellipsesBefore = false;
+        break;
+      }
+      previewStart = nextSpace + 1;
+    }
+    for (let k = 0; k < 10; k++) {
+      const nextSpace = doc.content.indexOf(' ', previewEnd + 1);
+      const nextDot = doc.content.indexOf('.', previewEnd + 1);
+      if (nextDot > 0 && nextDot < nextSpace) {
+        previewEnd = nextDot;
+        ellipsesAfter = false;
+        break;
+      }
+      if (nextSpace < 0) {
+        previewEnd = doc.content.length;
+        ellipsesAfter = false;
+        break;
+      }
+      previewEnd = nextSpace;
+    }
+    let preview = doc.content.substring(previewStart, start);
+    if (ellipsesBefore) {
+      preview = '... ' + preview;
+    }
+    preview += '<span class="algolia-docsearch-suggestion--highlight">' + doc.content.substring(start, end) + '</span>';
+    preview += doc.content.substring(end, previewEnd);
+    if (ellipsesAfter) {
+      preview += ' ...';
+    }
+    return this.getHit(doc, null, preview);
+  }
+  search(input) {
+    return new Promise((resolve, rej) => {
+      const results = this.getLunrResult(input);
+      const hits = [];
+      results.length > 5 && (results.length = 5);
+      this.titleHitsRes = [];
+      this.contentHitsRes = [];
+      results.forEach((result) => {
+        const doc = this.searchDocs[result.ref];
+        const { metadata } = result.matchData;
+        for (let i in metadata) {
+          if (metadata[i].title) {
+            if (!this.titleHitsRes.includes(result.ref)) {
+              const position = metadata[i].title.position[0];
+              hits.push(this.getTitleHit(doc, position, input.length));
+              this.titleHitsRes.push(result.ref);
+            }
+          } else if (metadata[i].content) {
+            const position = metadata[i].content.position[0];
+            hits.push(this.getContentHit(doc, position));
+          } else if (metadata[i].keywords) {
+            const position = metadata[i].keywords.position[0];
+            hits.push(this.getKeywordHit(doc, position, input.length));
+            this.titleHitsRes.push(result.ref);
+          }
+        }
+      });
+      hits.length > 5 && (hits.length = 5);
+      resolve(hits);
+    });
+  }
+}
+
+export default LunrSearchAdapter;

docs/src/theme/SearchBar/styles.css

@@ -0,0 +1,33 @@
+.search-icon {
+  background-image: var(--ifm-navbar-search-input-icon);
+  height: auto;
+  width: 24px;
+  cursor: pointer;
+  padding: 8px;
+  line-height: 32px;
+  background-repeat: no-repeat;
+  background-position: center;
+  display: none;
+}
+
+.search-icon-hidden {
+  visibility: hidden;
+}
+
+@media (max-width: 360px) {
+  .search-bar {
+    width: 0 !important;
+    background: none !important;
+    padding: 0 !important;
+    transition: none !important;
+  }
+
+  .search-bar-expanded {
+    width: 9rem !important;
+  }
+
+  .search-icon {
+    display: inline;
+    vertical-align: sub;
+  }
+}

docs/src/theme/SearchBar/templates.js

@@ -0,0 +1,112 @@
+const prefix = 'algolia-docsearch';
+const suggestionPrefix = `${prefix}-suggestion`;
+const footerPrefix = `${prefix}-footer`;
+
+const templates = {
+  suggestion: `
+  <a class="${suggestionPrefix}
+    {{#isCategoryHeader}}${suggestionPrefix}__main{{/isCategoryHeader}}
+    {{#isSubCategoryHeader}}${suggestionPrefix}__secondary{{/isSubCategoryHeader}}
+    "
+    aria-label="Link to the result"
+    href="{{{url}}}"
+    >
+    <div class="${suggestionPrefix}--category-header">
+        <span class="${suggestionPrefix}--category-header-lvl0">{{{category}}}</span>
+    </div>
+    <div class="${suggestionPrefix}--wrapper">
+      <div class="${suggestionPrefix}--subcategory-column">
+        <span class="${suggestionPrefix}--subcategory-column-text">{{{subcategory}}}</span>
+      </div>
+      {{#isTextOrSubcategoryNonEmpty}}
+      <div class="${suggestionPrefix}--content">
+        <div class="${suggestionPrefix}--subcategory-inline">{{{subcategory}}}</div>
+        <div class="${suggestionPrefix}--title">{{{title}}}</div>
+        {{#text}}<div class="${suggestionPrefix}--text">{{{text}}}</div>{{/text}}
+      </div>
+      {{/isTextOrSubcategoryNonEmpty}}
+    </div>
+  </a>
+  `,
+  suggestionSimple: `
+  <div class="${suggestionPrefix}
+    {{#isCategoryHeader}}${suggestionPrefix}__main{{/isCategoryHeader}}
+    {{#isSubCategoryHeader}}${suggestionPrefix}__secondary{{/isSubCategoryHeader}}
+    suggestion-layout-simple
+  ">
+    <div class="${suggestionPrefix}--category-header">
+        {{^isLvl0}}
+        <span class="${suggestionPrefix}--category-header-lvl0 ${suggestionPrefix}--category-header-item">{{{category}}}</span>
+          {{^isLvl1}}
+          {{^isLvl1EmptyOrDuplicate}}
+          <span class="${suggestionPrefix}--category-header-lvl1 ${suggestionPrefix}--category-header-item">
+              {{{subcategory}}}
+          </span>
+          {{/isLvl1EmptyOrDuplicate}}
+          {{/isLvl1}}
+        {{/isLvl0}}
+        <div class="${suggestionPrefix}--title ${suggestionPrefix}--category-header-item">
+            {{#isLvl2}}
+                {{{title}}}
+            {{/isLvl2}}
+            {{#isLvl1}}
+                {{{subcategory}}}
+            {{/isLvl1}}
+            {{#isLvl0}}
+                {{{category}}}
+            {{/isLvl0}}
+        </div>
+    </div>
+    <div class="${suggestionPrefix}--wrapper">
+      {{#text}}
+      <div class="${suggestionPrefix}--content">
+        <div class="${suggestionPrefix}--text">{{{text}}}</div>
+      </div>
+      {{/text}}
+    </div>
+  </div>
+  `,
+  footer: `
+    <div class="${footerPrefix}">
+    </div>
+  `,
+  empty: `
+  <div class="${suggestionPrefix}">
+    <div class="${suggestionPrefix}--wrapper">
+        <div class="${suggestionPrefix}--content ${suggestionPrefix}--no-results">
+            <div class="${suggestionPrefix}--title">
+                <div class="${suggestionPrefix}--text">
+                    No results found for query <b>"{{query}}"</b>
+                </div>
+            </div>
+        </div>
+    </div>
+  </div>
+  `,
+  searchBox: `
+  <form novalidate="novalidate" onsubmit="return false;" class="searchbox">
+    <div role="search" class="searchbox__wrapper">
+      <input id="docsearch" type="search" name="search" placeholder="Search the docs" autocomplete="off" required="required" class="searchbox__input"/>
+      <button type="submit" title="Submit your search query." class="searchbox__submit" >
+        <svg width=12 height=12 role="img" aria-label="Search">
+          <use xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="#sbx-icon-search-13"></use>
+        </svg>
+      </button>
+      <button type="reset" title="Clear the search query." class="searchbox__reset hide">
+        <svg width=12 height=12 role="img" aria-label="Reset">
+          <use xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="#sbx-icon-clear-3"></use>
+        </svg>
+      </button>
+    </div>
+</form>
+
+<div class="svg-icons" style="height: 0; width: 0; position: absolute; visibility: hidden">
+  <svg xmlns="http://www.w3.org/2000/svg">
+    <symbol id="sbx-icon-clear-3" viewBox="0 0 40 40"><path d="M16.228 20L1.886 5.657 0 3.772 3.772 0l1.885 1.886L20 16.228 34.343 1.886 36.228 0 40 3.772l-1.886 1.885L23.772 20l14.342 14.343L40 36.228 36.228 40l-1.885-1.886L20 23.772 5.657 38.114 3.772 40 0 36.228l1.886-1.885L16.228 20z" fill-rule="evenodd"></symbol>
+    <symbol id="sbx-icon-search-13" viewBox="0 0 40 40"><path d="M26.806 29.012a16.312 16.312 0 0 1-10.427 3.746C7.332 32.758 0 25.425 0 16.378 0 7.334 7.333 0 16.38 0c9.045 0 16.378 7.333 16.378 16.38 0 3.96-1.406 7.593-3.746 10.426L39.547 37.34c.607.608.61 1.59-.004 2.203a1.56 1.56 0 0 1-2.202.004L26.807 29.012zm-10.427.627c7.322 0 13.26-5.938 13.26-13.26 0-7.324-5.938-13.26-13.26-13.26-7.324 0-13.26 5.936-13.26 13.26 0 7.322 5.936 13.26 13.26 13.26z" fill-rule="evenodd"></symbol>
+  </svg>
+</div>
+  `,
+};
+
+export default templates;

docs/src/theme/SearchBar/utils.js

@@ -0,0 +1,266 @@
+import $ from 'autocomplete.js/zepto';
+
+const utils = {
+  /*
+   * Move the content of an object key one level higher.
+   * eg.
+   * {
+   *   name: 'My name',
+   *   hierarchy: {
+   *     lvl0: 'Foo',
+   *     lvl1: 'Bar'
+   *   }
+   * }
+   * Will be converted to
+   * {
+   *   name: 'My name',
+   *   lvl0: 'Foo',
+   *   lvl1: 'Bar'
+   * }
+   * @param {Object} object Main object
+   * @param {String} property Main object key to move up
+   * @return {Object}
+   * @throws Error when key is not an attribute of Object or is not an object itself
+   */
+  mergeKeyWithParent(object, property) {
+    if (object[property] === undefined) {
+      return object;
+    }
+    if (typeof object[property] !== 'object') {
+      return object;
+    }
+    const newObject = $.extend({}, object, object[property]);
+    delete newObject[property];
+    return newObject;
+  },
+  /*
+   * Group all objects of a collection by the value of the specified attribute
+   * If the attribute is a string, use the lowercase form.
+   *
+   * eg.
+   * groupBy([
+   *   {name: 'Tim', category: 'dev'},
+   *   {name: 'Vincent', category: 'dev'},
+   *   {name: 'Ben', category: 'sales'},
+   *   {name: 'Jeremy', category: 'sales'},
+   *   {name: 'AlexS', category: 'dev'},
+   *   {name: 'AlexK', category: 'sales'}
+   * ], 'category');
+   * =>
+   * {
+   *   'devs': [
+   *     {name: 'Tim', category: 'dev'},
+   *     {name: 'Vincent', category: 'dev'},
+   *     {name: 'AlexS', category: 'dev'}
+   *   ],
+   *   'sales': [
+   *     {name: 'Ben', category: 'sales'},
+   *     {name: 'Jeremy', category: 'sales'},
+   *     {name: 'AlexK', category: 'sales'}
+   *   ]
+   * }
+   * @param {array} collection Array of objects to group
+   * @param {String} property The attribute on which apply the grouping
+   * @return {array}
+   * @throws Error when one of the element does not have the specified property
+   */
+  groupBy(collection, property) {
+    const newCollection = {};
+    $.each(collection, (index, item) => {
+      if (item[property] === undefined) {
+        throw new Error(`[groupBy]: Object has no key ${property}`);
+      }
+      let key = item[property];
+      if (typeof key === 'string') {
+        key = key.toLowerCase();
+      }
+      // fix #171 the given data type of docsearch hits might be conflict with the properties of the native Object,
+      // such as the constructor, so we need to do this check.
+      if (!Object.prototype.hasOwnProperty.call(newCollection, key)) {
+        newCollection[key] = [];
+      }
+      newCollection[key].push(item);
+    });
+    return newCollection;
+  },
+  /*
+   * Return an array of all the values of the specified object
+   * eg.
+   * values({
+   *   foo: 42,
+   *   bar: true,
+   *   baz: 'yep'
+   * })
+   * =>
+   * [42, true, yep]
+   * @param {object} object Object to extract values from
+   * @return {array}
+   */
+  values(object) {
+    return Object.keys(object).map((key) => object[key]);
+  },
+  /*
+   * Flattens an array
+   * eg.
+   * flatten([1, 2, [3, 4], [5, 6]])
+   * =>
+   * [1, 2, 3, 4, 5, 6]
+   * @param {array} array Array to flatten
+   * @return {array}
+   */
+  flatten(array) {
+    const results = [];
+    array.forEach((value) => {
+      if (!Array.isArray(value)) {
+        results.push(value);
+        return;
+      }
+      value.forEach((subvalue) => {
+        results.push(subvalue);
+      });
+    });
+    return results;
+  },
+  /*
+   * Flatten all values of an object into an array, marking each first element of
+   * each group with a specific flag
+   * eg.
+   * flattenAndFlagFirst({
+   *   'devs': [
+   *     {name: 'Tim', category: 'dev'},
+   *     {name: 'Vincent', category: 'dev'},
+   *     {name: 'AlexS', category: 'dev'}
+   *   ],
+   *   'sales': [
+   *     {name: 'Ben', category: 'sales'},
+   *     {name: 'Jeremy', category: 'sales'},
+   *     {name: 'AlexK', category: 'sales'}
+   *   ]
+   * , 'isTop');
+   * =>
+   * [
+   *     {name: 'Tim', category: 'dev', isTop: true},
+   *     {name: 'Vincent', category: 'dev', isTop: false},
+   *     {name: 'AlexS', category: 'dev', isTop: false},
+   *     {name: 'Ben', category: 'sales', isTop: true},
+   *     {name: 'Jeremy', category: 'sales', isTop: false},
+   *     {name: 'AlexK', category: 'sales', isTop: false}
+   * ]
+   * @param {object} object Object to flatten
+   * @param {string} flag Flag to set to true on first element of each group
+   * @return {array}
+   */
+  flattenAndFlagFirst(object, flag) {
+    const values = this.values(object).map((collection) =>
+      collection.map((item, index) => {
+        // eslint-disable-next-line no-param-reassign
+        item[flag] = index === 0;
+        return item;
+      }),
+    );
+    return this.flatten(values);
+  },
+  /*
+   * Removes all empty strings, null, false and undefined elements array
+   * eg.
+   * compact([42, false, null, undefined, '', [], 'foo']);
+   * =>
+   * [42, [], 'foo']
+   * @param {array} array Array to compact
+   * @return {array}
+   */
+  compact(array) {
+    const results = [];
+    array.forEach((value) => {
+      if (!value) {
+        return;
+      }
+      results.push(value);
+    });
+    return results;
+  },
+  /*
+   * Returns the highlighted value of the specified key in the specified object.
+   * If no highlighted value is available, will return the key value directly
+   * eg.
+   * getHighlightedValue({
+   *    _highlightResult: {
+   *      text: {
+   *        value: '<mark>foo</mark>'
+   *      }
+   *    },
+   *    text: 'foo'
+   * }, 'text');
+   * =>
+   * '<mark>foo</mark>'
+   * @param {object} object Hit object returned by the Algolia API
+   * @param {string} property Object key to look for
+   * @return {string}
+   **/
+  getHighlightedValue(object, property) {
+    if (
+      object._highlightResult &&
+      object._highlightResult.hierarchy_camel &&
+      object._highlightResult.hierarchy_camel[property] &&
+      object._highlightResult.hierarchy_camel[property].matchLevel &&
+      object._highlightResult.hierarchy_camel[property].matchLevel !== 'none' &&
+      object._highlightResult.hierarchy_camel[property].value
+    ) {
+      return object._highlightResult.hierarchy_camel[property].value;
+    }
+    if (
+      object._highlightResult &&
+      object._highlightResult &&
+      object._highlightResult[property] &&
+      object._highlightResult[property].value
+    ) {
+      return object._highlightResult[property].value;
+    }
+    return object[property];
+  },
+  /*
+   * Returns the snippeted value of the specified key in the specified object.
+   * If no highlighted value is available, will return the key value directly.
+   * Will add starting and ending ellipsis (…) if we detect that a sentence is
+   * incomplete
+   * eg.
+   * getSnippetedValue({
+   *    _snippetResult: {
+   *      text: {
+   *        value: '<mark>This is an unfinished sentence</mark>'
+   *      }
+   *    },
+   *    text: 'This is an unfinished sentence'
+   * }, 'text');
+   * =>
+   * '<mark>This is an unfinished sentence</mark>…'
+   * @param {object} object Hit object returned by the Algolia API
+   * @param {string} property Object key to look for
+   * @return {string}
+   **/
+  getSnippetedValue(object, property) {
+    if (!object._snippetResult || !object._snippetResult[property] || !object._snippetResult[property].value) {
+      return object[property];
+    }
+    let snippet = object._snippetResult[property].value;
+
+    if (snippet[0] !== snippet[0].toUpperCase()) {
+      snippet = `…${snippet}`;
+    }
+    if (['.', '!', '?'].indexOf(snippet[snippet.length - 1]) === -1) {
+      snippet = `${snippet}…`;
+    }
+    return snippet;
+  },
+  /*
+   * Deep clone an object.
+   * Note: This will not clone functions and dates
+   * @param {object} object Object to clone
+   * @return {object}
+   */
+  deepClone(object) {
+    return JSON.parse(JSON.stringify(object));
+  },
+};
+
+export default utils;

docs/tailwind.config.js

@@ -4,25 +4,25 @@ module.exports = {
   corePlugins: {
     preflight: false, // disable Tailwind's reset
   },
-  content: ["./src/**/*.{js,jsx,ts,tsx}", "../docs/**/*.mdx"], // my markdown stuff is in ../docs, not /src
-  darkMode: ["class", '[data-theme="dark"]'], // hooks into docusaurus' dark mode settigns
+  content: ['./src/**/*.{js,jsx,ts,tsx}', '../docs/**/*.mdx'], // my markdown stuff is in ../docs, not /src
+  darkMode: ['class', '[data-theme="dark"]'], // hooks into docusaurus' dark mode settigns
   theme: {
     extend: {
       colors: {
         // Light Theme
-        "immich-primary": "#4250af",
-        "immich-bg": "white",
-        "immich-fg": "black",
-        "immich-gray": "#F6F6F4",
+        'immich-primary': '#4250af',
+        'immich-bg': 'white',
+        'immich-fg': 'black',
+        'immich-gray': '#F6F6F4',
 
         // Dark Theme
-        "immich-dark-primary": "#adcbfa",
-        "immich-dark-bg": "black",
-        "immich-dark-fg": "#e5e7eb",
-        "immich-dark-gray": "#212121",
+        'immich-dark-primary': '#adcbfa',
+        'immich-dark-bg': 'black',
+        'immich-dark-fg': '#e5e7eb',
+        'immich-dark-gray': '#212121',
       },
       fontFamily: {
-        "immich-title": ["Snowburst One", "cursive"],
+        'immich-title': ['Snowburst One', 'cursive'],
       },
     },
   },

install.sh

@@ -2,19 +2,10 @@ echo "Starting Immich installation..."
 
 ip_address=$(hostname -I | awk '{print $1}')
 
-release_version=$(curl --silent "https://api.github.com/repos/immich-app/immich/releases/latest" |
-  grep '"tag_name":' |
-  sed -E 's/.*"([^"]+)".*/\1/')
 RED='\033[0;31m'
 GREEN='\032[0;31m'
 NC='\033[0m' # No Color
 
-get_release_version() {
-  curl --silent "https://api.github.com/repos/immich-app/immich/releases/latest" | # Get latest release from GitHub api
-    grep '"tag_name":' |                                                           # Get tag line
-    sed -E 's/.*"([^"]+)".*/\1/'                                                   # Pluck JSON value
-}
-
 create_immich_directory() {
   echo "Creating Immich directory..."
   mkdir -p ./immich-app/immich-data
@@ -23,12 +14,12 @@ create_immich_directory() {
 
 download_docker_compose_file() {
   echo "Downloading docker-compose.yml..."
-  curl -L https://raw.githubusercontent.com/immich-app/immich/$release_version/docker/docker-compose.yml -o ./docker-compose.yml >/dev/null 2>&1
+  curl -L https://github.com/immich-app/immich/releases/latest/download/docker-compose.yml -o ./docker-compose.yml >/dev/null 2>&1
 }
 
 download_dot_env_file() {
   echo "Downloading .env file..."
-  curl -L https://raw.githubusercontent.com/immich-app/immich/$release_version/docker/example.env -o ./.env >/dev/null 2>&1
+  curl -L https://github.com/immich-app/immich/releases/latest/download/example.env -o ./.env >/dev/null 2>&1
 }
 
 replace_env_value() {
@@ -69,7 +60,7 @@ start_docker_compose() {
 show_friendly_message() {
   echo "Succesfully deployed Immich!"
   echo "You can access the website at http://$ip_address:2283 and the server URL for the mobile app is http://$ip_address:2283/api"
-  echo "The backup (or upload) location is $upload_location"
+  echo "The library location is $upload_location"
   echo "---------------------------------------------------"
   echo "If you want to configure custom information of the server, including the database, Redis information, or the backup (or upload) location, etc. 
   

localizely.yml

@@ -34,3 +34,15 @@ download:
       locale_code: pt-BR
     - file: mobile/assets/i18n/pl-PL.json
       locale_code: pl-PL
+    - file: mobile/assets/i18n/sv-SE.json
+      locale_code: sv-SE
+    - file: mobile/assets/i18n/sk-SK.json
+      locale_code: sk-SK
+    - file: mobile/assets/i18n/zh-CN.json
+      locale_code: zh-CN
+    - file: mobile/assets/i18n/ru-RU.json
+      locale_code: ru-RU
+    - file: mobile/assets/i18n/cs-CZ.json
+      locale_code: cs-CZ
+    - file: mobile/assets/i18n/nb-NO.json
+      locale_code: nb-NO

machine-learning/.dockerignore

@@ -1,4 +1,3 @@
-node_modules/
-upload/
-dist/
-
+venv/
+*.zip
+*.onnx

machine-learning/.eslintrc.js

@@ -1,24 +0,0 @@
-module.exports = {
-  parser: '@typescript-eslint/parser',
-  parserOptions: {
-    project: 'tsconfig.json',
-    sourceType: 'module',
-  },
-  plugins: ['@typescript-eslint/eslint-plugin'],
-  extends: [
-    'plugin:@typescript-eslint/recommended',
-    'plugin:prettier/recommended',
-  ],
-  root: true,
-  env: {
-    node: true,
-    jest: true,
-  },
-  ignorePatterns: ['.eslintrc.js'],
-  rules: {
-    '@typescript-eslint/interface-name-prefix': 'off',
-    '@typescript-eslint/explicit-function-return-type': 'off',
-    '@typescript-eslint/explicit-module-boundary-types': 'off',
-    '@typescript-eslint/no-explicit-any': 'off',
-  },
-};

machine-learning/.gitignore

@@ -1,37 +1,172 @@
-# compiled output
-/dist
-/node_modules
+*.zip
+*.onnx
+upload/
+venv/
+__pycache__/
+model-cache/
 
-# Logs
-logs
+
+# Byte-compiled / optimized / DLL files
+__pycache__/
+*.py[cod]
+*$py.class
+
+# C extensions
+*.so
+
+# Distribution / packaging
+.Python
+build/
+develop-eggs/
+dist/
+downloads/
+eggs/
+.eggs/
+lib/
+lib64/
+parts/
+sdist/
+var/
+wheels/
+share/python-wheels/
+*.egg-info/
+.installed.cfg
+*.egg
+MANIFEST
+
+# PyInstaller
+#  Usually these files are written by a python script from a template
+#  before PyInstaller builds the exe, so as to inject date/other infos into it.
+*.manifest
+*.spec
+
+# Installer logs
+pip-log.txt
+pip-delete-this-directory.txt
+
+# Unit test / coverage reports
+htmlcov/
+.tox/
+.nox/
+.coverage
+.coverage.*
+.cache
+nosetests.xml
+coverage.xml
+*.cover
+*.py,cover
+.hypothesis/
+.pytest_cache/
+cover/
+
+# Translations
+*.mo
+*.pot
+
+# Django stuff:
 *.log
-npm-debug.log*
-pnpm-debug.log*
-yarn-debug.log*
-yarn-error.log*
-lerna-debug.log*
+local_settings.py
+db.sqlite3
+db.sqlite3-journal
 
-# OS
-.DS_Store
+# Flask stuff:
+instance/
+.webassets-cache
 
-# Tests
-/coverage
-/.nyc_output
+# Scrapy stuff:
+.scrapy
 
-# IDEs and editors
-/.idea
-.project
-.classpath
-.c9/
-*.launch
-.settings/
-*.sublime-workspace
+# Sphinx documentation
+docs/_build/
 
-# IDE - VSCode
-.vscode/*
-!.vscode/settings.json
-!.vscode/tasks.json
-!.vscode/launch.json
-!.vscode/extensions.json
+# PyBuilder
+.pybuilder/
+target/
 
-upload/
+# Jupyter Notebook
+.ipynb_checkpoints
+
+# IPython
+profile_default/
+ipython_config.py
+
+# pyenv
+#   For a library or package, you might want to ignore these files since the code is
+#   intended to run in multiple environments; otherwise, check them in:
+# .python-version
+
+# pipenv
+#   According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control.
+#   However, in case of collaboration, if having platform-specific dependencies or dependencies
+#   having no cross-platform support, pipenv may install dependencies that don't work, or not
+#   install all needed dependencies.
+#Pipfile.lock
+
+# poetry
+#   Similar to Pipfile.lock, it is generally recommended to include poetry.lock in version control.
+#   This is especially recommended for binary packages to ensure reproducibility, and is more
+#   commonly ignored for libraries.
+#   https://python-poetry.org/docs/basic-usage/#commit-your-poetrylock-file-to-version-control
+#poetry.lock
+
+# pdm
+#   Similar to Pipfile.lock, it is generally recommended to include pdm.lock in version control.
+#pdm.lock
+#   pdm stores project-wide configurations in .pdm.toml, but it is recommended to not include it
+#   in version control.
+#   https://pdm.fming.dev/#use-with-ide
+.pdm.toml
+
+# PEP 582; used by e.g. github.com/David-OConnor/pyflow and github.com/pdm-project/pdm
+__pypackages__/
+
+# Celery stuff
+celerybeat-schedule
+celerybeat.pid
+
+# SageMath parsed files
+*.sage.py
+
+# Environments
+.env
+.venv
+env/
+venv/
+ENV/
+env.bak/
+venv.bak/
+
+# Spyder project settings
+.spyderproject
+.spyproject
+
+# Rope project settings
+.ropeproject
+
+# mkdocs documentation
+/site
+
+# mypy
+.mypy_cache/
+.dmypy.json
+dmypy.json
+
+# Pyre type checker
+.pyre/
+
+# pytype static type analyzer
+.pytype/
+
+# Cython debug symbols
+cython_debug/
+
+# PyCharm
+#  JetBrains specific template is maintained in a separate JetBrains.gitignore that can
+#  be found at https://github.com/github/gitignore/blob/main/Global/JetBrains.gitignore
+#  and can be added to the global gitignore or merged into this file.  For a more nuclear
+#  option (not recommended) you can uncomment the following to ignore the entire idea folder.
+.idea/
+
+
+*.onnx
+*.zip

machine-learning/.prettierrc

@@ -1,4 +0,0 @@
-{
-  "singleQuote": true,
-  "trailingComma": "all"
-}

machine-learning/Dockerfile

@@ -1,34 +1,29 @@
-FROM node:16-bullseye-slim as builder
+FROM python:3.10 as builder
 
-ARG DEBIAN_FRONTEND=noninteractive
+ENV PYTHONDONTWRITEBYTECODE=1 \
+  PYTHONUNBUFFERED=1 \
+  PIP_NO_CACHE_DIR=true
+
+RUN python -m venv /opt/venv
+RUN /opt/venv/bin/pip install torch --index-url https://download.pytorch.org/whl/cpu
+RUN /opt/venv/bin/pip install transformers tqdm numpy scikit-learn scipy nltk sentencepiece fastapi Pillow uvicorn[standard]
+RUN /opt/venv/bin/pip install --no-deps sentence-transformers
+# Facial Recognition Stuff
+RUN /opt/venv/bin/pip install insightface onnxruntime
+
+FROM python:3.10-slim
+
+ENV NODE_ENV=production
+
+COPY --from=builder /opt/venv /opt/venv
+
+ENV TRANSFORMERS_CACHE=/cache \
+  PYTHONDONTWRITEBYTECODE=1 \
+  PYTHONUNBUFFERED=1 \
+  PATH="/opt/venv/bin:$PATH"
 
 WORKDIR /usr/src/app
 
-RUN apt-get update
-RUN apt-get install gcc g++ make cmake python3 python3-pip -y
-
-COPY package.json package-lock.json ./
-
-RUN npm ci
-RUN npm rebuild @tensorflow/tfjs-node --build-from-source
-
 COPY . .
-
-FROM builder as prod
-
-RUN npm run build
-RUN npm prune --omit=dev
-
-FROM node:16-bullseye-slim
-
-ARG DEBIAN_FRONTEND=noninteractive
-
-WORKDIR /usr/src/app
-
-COPY --from=prod /usr/src/app/node_modules ./node_modules
-COPY --from=prod /usr/src/app/dist ./dist
-
-COPY package.json package-lock.json ./
-COPY entrypoint.sh ./
-
-# CMD [ "node", "dist/main" ]
+ENV PYTHONPATH=`pwd`
+CMD ["python", "src/main.py"]

machine-learning/LICENSE

@@ -1,21 +0,0 @@
-MIT License
-
-Copyright (c) 2022 Hau Tran
-
-Permission is hereby granted, free of charge, to any person obtaining a copy
-of this software and associated documentation files (the "Software"), to deal
-in the Software without restriction, including without limitation the rights
-to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
-copies of the Software, and to permit persons to whom the Software is
-furnished to do so, subject to the following conditions:
-
-The above copyright notice and this permission notice shall be included in all
-copies or substantial portions of the Software.
-
-THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
-IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
-FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
-AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
-LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
-OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
-SOFTWARE.

machine-learning/README.md

@@ -1,4 +1,5 @@
 
-# Microservices for Immich
+# Immich Machine Learning
 
-## Image Classifier
+- Object Detection
+- Image Classification

machine-learning/entrypoint.sh

@@ -1,4 +0,0 @@
-#! /bin/sh
-# npm run typeorm migration:run
-# npm run start:prod
-exec node dist/main.js

machine-learning/nest-cli.json

@@ -1,4 +0,0 @@
-{
-  "collection": "@nestjs/schematics",
-  "sourceRoot": "src"
-}

machine-learning/package.json

@@ -1,71 +0,0 @@
-{
-  "name": "nest_microservices",
-  "version": "0.0.1",
-  "description": "",
-  "author": "",
-  "private": true,
-  "license": "UNLICENSED",
-  "scripts": {
-    "prebuild": "rimraf dist",
-    "build": "nest build",
-    "format": "prettier --write \"src/**/*.ts\" \"test/**/*.ts\"",
-    "start": "nest start",
-    "start:dev": "nest start --watch",
-    "start:debug": "nest start --debug --watch",
-    "start:prod": "node dist/main",
-    "lint": "eslint \"{src,apps,libs,test}/**/*.ts\" --fix",
-    "test": "jest",
-    "test:watch": "jest --watch",
-    "test:cov": "jest --coverage",
-    "test:debug": "node --inspect-brk -r tsconfig-paths/register -r ts-node/register node_modules/.bin/jest --runInBand",
-    "test:e2e": "jest --config ./test/jest-e2e.json"
-  },
-  "dependencies": {
-    "@nestjs/common": "^8.0.0",
-    "@nestjs/core": "^8.0.0",
-    "@tensorflow-models/coco-ssd": "^2.2.2",
-    "@tensorflow-models/mobilenet": "^2.1.0",
-    "@tensorflow/tfjs-node": "^3.19.0"
-  },
-  "devDependencies": {
-    "@nestjs/cli": "^8.2.4",
-    "@nestjs/schematics": "^8.0.0",
-    "@nestjs/testing": "^8.0.0",
-    "@types/express": "^4.17.13",
-    "@types/jest": "27.4.1",
-    "@types/node": "^16.0.0",
-    "@types/supertest": "^2.0.11",
-    "@typescript-eslint/eslint-plugin": "^5.0.0",
-    "@typescript-eslint/parser": "^5.0.0",
-    "eslint": "^8.0.1",
-    "eslint-config-prettier": "^8.3.0",
-    "eslint-plugin-prettier": "^4.0.0",
-    "jest": "^27.2.5",
-    "prettier": "^2.3.2",
-    "rimraf": "^3.0.2",
-    "source-map-support": "^0.5.20",
-    "supertest": "^6.1.3",
-    "ts-jest": "^27.0.3",
-    "ts-loader": "^9.2.3",
-    "ts-node": "^10.0.0",
-    "tsconfig-paths": "^3.10.1",
-    "typescript": "^4.3.5"
-  },
-  "jest": {
-    "moduleFileExtensions": [
-      "js",
-      "json",
-      "ts"
-    ],
-    "rootDir": "src",
-    "testRegex": ".*\\.spec\\.ts$",
-    "transform": {
-      "^.+\\.(t|j)s$": "ts-jest"
-    },
-    "collectCoverageFrom": [
-      "**/*.(t|j)s"
-    ],
-    "coverageDirectory": "../coverage",
-    "testEnvironment": "node"
-  }
-}

machine-learning/src/app.module.ts

@@ -1,10 +0,0 @@
-import { Module } from '@nestjs/common';
-import { ImageClassifierModule } from './image-classifier/image-classifier.module';
-import { ObjectDetectionModule } from './object-detection/object-detection.module';
-
-@Module({
-  imports: [ImageClassifierModule, ObjectDetectionModule],
-  controllers: [],
-  providers: [],
-})
-export class AppModule {}

machine-learning/src/image-classifier/image-classifier.controller.ts

@@ -1,14 +0,0 @@
-import { Body, Controller, Post } from '@nestjs/common';
-import { ImageClassifierService } from './image-classifier.service';
-
-@Controller('image-classifier')
-export class ImageClassifierController {
-  constructor(
-    private readonly imageClassifierService: ImageClassifierService,
-  ) { }
-
-  @Post('/tag-image')
-  async tagImage(@Body('thumbnailPath') thumbnailPath: string) {
-    return await this.imageClassifierService.tagImage(thumbnailPath);
-  }
-}

machine-learning/src/image-classifier/image-classifier.module.ts

@@ -1,9 +0,0 @@
-import { Module } from '@nestjs/common';
-import { ImageClassifierService } from './image-classifier.service';
-import { ImageClassifierController } from './image-classifier.controller';
-
-@Module({
-  controllers: [ImageClassifierController],
-  providers: [ImageClassifierService],
-})
-export class ImageClassifierModule {}

machine-learning/src/image-classifier/image-classifier.service.ts

@@ -1,49 +0,0 @@
-import { Injectable, Logger } from '@nestjs/common';
-import * as mobilenet from '@tensorflow-models/mobilenet';
-import * as cocoSsd from '@tensorflow-models/coco-ssd';
-import * as tf from '@tensorflow/tfjs-node';
-import * as fs from 'fs';
-
-@Injectable()
-export class ImageClassifierService {
-  private readonly MOBILENET_VERSION = 2;
-  private readonly MOBILENET_ALPHA = 1.0;
-
-  private mobileNetModel: mobilenet.MobileNet;
-
-  constructor() {
-    Logger.log(
-      `Running Node TensorFlow Version : ${tf.version['tfjs']}`,
-      'ImageClassifier',
-    );
-    mobilenet
-      .load({
-        version: this.MOBILENET_VERSION,
-        alpha: this.MOBILENET_ALPHA,
-      })
-      .then((mobilenetModel) => (this.mobileNetModel = mobilenetModel));
-  }
-
-  async tagImage(thumbnailPath: string) {
-    try {
-      const isExist = fs.existsSync(thumbnailPath);
-      if (isExist) {
-        const tags = [];
-        const image = fs.readFileSync(thumbnailPath);
-        const decodedImage = tf.node.decodeImage(image, 3) as tf.Tensor3D;
-        const predictions = await this.mobileNetModel.classify(decodedImage);
-
-        for (const prediction of predictions) {
-          if (prediction.probability >= 0.1) {
-            tags.push(...prediction.className.split(',').map((e) => e.trim()));
-          }
-        }
-
-        tf.dispose(decodedImage);
-        return tags;
-      }
-    } catch (e) {
-      console.log('Error reading file ', e);
-    }
-  }
-}

machine-learning/src/main.py

@@ -0,0 +1,158 @@
+import os
+import numpy as np
+import cv2 as cv
+import uvicorn
+
+from insightface.app import FaceAnalysis
+from transformers import pipeline
+from sentence_transformers import SentenceTransformer
+from PIL import Image
+from fastapi import FastAPI
+from pydantic import BaseModel
+
+
+class MlRequestBody(BaseModel):
+    thumbnailPath: str
+
+
+class ClipRequestBody(BaseModel):
+    text: str
+
+
+classification_model = os.getenv(
+    "MACHINE_LEARNING_CLASSIFICATION_MODEL", "microsoft/resnet-50"
+)
+object_model = os.getenv("MACHINE_LEARNING_OBJECT_MODEL", "hustvl/yolos-tiny")
+clip_image_model = os.getenv("MACHINE_LEARNING_CLIP_IMAGE_MODEL", "clip-ViT-B-32")
+clip_text_model = os.getenv("MACHINE_LEARNING_CLIP_TEXT_MODEL", "clip-ViT-B-32")
+facial_recognition_model = os.getenv(
+    "MACHINE_LEARNING_FACIAL_RECOGNITION_MODEL", "buffalo_l"
+)
+
+cache_folder = os.getenv("MACHINE_LEARNING_CACHE_FOLDER", "/cache")
+
+_model_cache = {}
+
+app = FastAPI()
+
+
+@app.on_event("startup")
+async def startup_event():
+    # Get all models
+    _get_model(object_model, "object-detection")
+    _get_model(classification_model, "image-classification")
+    _get_model(clip_image_model)
+    _get_model(clip_text_model)
+    _get_model(facial_recognition_model, "facial-recognition")
+
+
+@app.get("/")
+async def root():
+    return {"message": "Immich ML"}
+
+
+@app.get("/ping")
+def ping():
+    return "pong"
+
+
+@app.post("/object-detection/detect-object", status_code=200)
+def object_detection(payload: MlRequestBody):
+    model = _get_model(object_model, "object-detection")
+    assetPath = payload.thumbnailPath
+    return run_engine(model, assetPath)
+
+
+@app.post("/image-classifier/tag-image", status_code=200)
+def image_classification(payload: MlRequestBody):
+    model = _get_model(classification_model, "image-classification")
+    assetPath = payload.thumbnailPath
+    return run_engine(model, assetPath)
+
+
+@app.post("/sentence-transformer/encode-image", status_code=200)
+def clip_encode_image(payload: MlRequestBody):
+    model = _get_model(clip_image_model)
+    assetPath = payload.thumbnailPath
+    return model.encode(Image.open(assetPath)).tolist()
+
+
+@app.post("/sentence-transformer/encode-text", status_code=200)
+def clip_encode_text(payload: ClipRequestBody):
+    model = _get_model(clip_text_model)
+    text = payload.text
+    return model.encode(text).tolist()
+
+
+@app.post("/facial-recognition/detect-faces", status_code=200)
+def facial_recognition(payload: MlRequestBody):
+    model = _get_model(facial_recognition_model, "facial-recognition")
+    assetPath = payload.thumbnailPath
+    img = cv.imread(assetPath)
+    height, width, _ = img.shape
+    results = []
+    faces = model.get(img)
+
+    for face in faces:
+        if face.det_score < 0.7:
+            continue
+        x1, y1, x2, y2 = face.bbox
+
+        results.append(
+            {
+                "imageWidth": width,
+                "imageHeight": height,
+                "boundingBox": {
+                    "x1": round(x1),
+                    "y1": round(y1),
+                    "x2": round(x2),
+                    "y2": round(y2),
+                },
+                "score": face.det_score.item(),
+                "embedding": face.normed_embedding.tolist(),
+            }
+        )
+    return results
+
+
+def run_engine(engine, path):
+    result = []
+    predictions = engine(path)
+
+    for index, pred in enumerate(predictions):
+        tags = pred["label"].split(", ")
+        if pred["score"] > 0.9:
+            result = [*result, *tags]
+
+    if len(result) > 1:
+        result = list(set(result))
+
+    return result
+
+
+def _get_model(model, task=None):
+    global _model_cache
+    key = "|".join([model, str(task)])
+    if key not in _model_cache:
+        if task:
+            if task == "facial-recognition":
+                face_model = FaceAnalysis(
+                    name=model,
+                    root=cache_folder,
+                    allowed_modules=["detection", "recognition"],
+                )
+                face_model.prepare(ctx_id=0, det_size=(640, 640))
+                _model_cache[key] = face_model
+            else:
+                _model_cache[key] = pipeline(model=model, task=task)
+        else:
+            _model_cache[key] = SentenceTransformer(model, cache_folder=cache_folder)
+    return _model_cache[key]
+
+
+if __name__ == "__main__":
+    host = os.getenv("MACHINE_LEARNING_HOST", "0.0.0.0")
+    port = int(os.getenv("MACHINE_LEARNING_PORT", 3003))
+    is_dev = os.getenv("NODE_ENV") == "development"
+
+    uvicorn.run("main:app", host=host, port=port, reload=is_dev, workers=1)

machine-learning/src/main.ts

@@ -1,27 +0,0 @@
-import { NestFactory } from '@nestjs/core';
-import { AppModule } from './app.module';
-import { Logger } from '@nestjs/common';
-
-async function bootstrap() {
-  const app = await NestFactory.create(AppModule);
-
-  const port = Number(process.env.MACHINE_LEARNING_PORT) || 3003;
-
-  await app.listen(port, () => {
-    if (process.env.NODE_ENV == 'development') {
-      Logger.log(
-        'Running Immich Machine Learning in DEVELOPMENT environment',
-        'IMMICH MICROSERVICES',
-      );
-    }
-
-    if (process.env.NODE_ENV == 'production') {
-      Logger.log(
-        'Running Immich Machine Learning in PRODUCTION environment',
-        'IMMICH MICROSERVICES',
-      );
-    }
-  });
-}
-
-bootstrap();

machine-learning/src/object-detection/object-detection.controller.ts

@@ -1,15 +0,0 @@
-import { Body, Controller, Post } from '@nestjs/common';
-import { ObjectDetectionService } from './object-detection.service';
-import { Logger } from '@nestjs/common';
-
-@Controller('object-detection')
-export class ObjectDetectionController {
-  constructor(
-    private readonly objectDetectionService: ObjectDetectionService,
-  ) { }
-
-  @Post('/detect-object')
-  async detectObject(@Body('thumbnailPath') thumbnailPath: string) {
-    return await this.objectDetectionService.detectObject(thumbnailPath);
-  }
-}

machine-learning/src/object-detection/object-detection.module.ts

@@ -1,9 +0,0 @@
-import { Module } from '@nestjs/common';
-import { ObjectDetectionService } from './object-detection.service';
-import { ObjectDetectionController } from './object-detection.controller';
-
-@Module({
-  controllers: [ObjectDetectionController],
-  providers: [ObjectDetectionService],
-})
-export class ObjectDetectionModule {}

machine-learning/src/object-detection/object-detection.service.ts

@@ -1,39 +0,0 @@
-import { Injectable, Logger } from '@nestjs/common';
-import * as cocoSsd from '@tensorflow-models/coco-ssd';
-import * as tf from '@tensorflow/tfjs-node';
-import * as fs from 'fs';
-
-@Injectable()
-export class ObjectDetectionService {
-  private cocoSsdModel: cocoSsd.ObjectDetection;
-
-  constructor() {
-    Logger.log(
-      `Running Node TensorFlow Version : ${tf.version['tfjs']}`,
-      'ObjectDetection',
-    );
-    cocoSsd.load().then((model) => (this.cocoSsdModel = model));
-  }
-  async detectObject(thumbnailPath: string) {
-    try {
-      const isExist = fs.existsSync(thumbnailPath);
-      if (isExist) {
-        const tags = new Set();
-        const image = fs.readFileSync(thumbnailPath);
-        const decodedImage = tf.node.decodeImage(image, 3) as tf.Tensor3D;
-        const predictions = await this.cocoSsdModel.detect(decodedImage);
-
-        for (const result of predictions) {
-          if (result.score > 0.5) {
-            tags.add(result.class);
-          }
-        }
-
-        tf.dispose(decodedImage);
-        return [...tags];
-      }
-    } catch (e) {
-      console.log('Error reading file ', e);
-    }
-  }
-}