Merge branch 'dev' into feature-remote-ocr-2

Add note on costs and limitations for Azure OCR
2025-09-01 01:46:16 +00:00 · 2025-08-26 13:30:39 -07:00 · 2025-08-24 05:47:07 -07:00 · 2025-08-22 08:54:26 -07:00 · 2025-08-17 21:25:14 -07:00 · 2025-08-17 07:49:58 -07:00
30 changed files with 661 additions and 360 deletions
--- a/.devcontainer/vscode/settings.json
+++ b/.devcontainer/vscode/settings.json
@@ -1,10 +1,11 @@
 {
-    "python.testing.pytestArgs": [],
+    "python.testing.pytestArgs": [
+        "src"
+    ],
    "python.testing.unittestEnabled": false,
    "python.testing.pytestEnabled": true,
    "files.watcherExclude": {
        "**/.venv/**": true,
        "**/pytest_cache/**": true
-    },
-    "python.testing.cwd": "${workspaceFolder}/src"
+    }
 }
--- a/2
+++ b/2
@@ -32,7 +32,7 @@ RUN set -eux \
 # Purpose: Installs s6-overlay and rootfs
 # Comments:
 #  - Don't leave anything extra in here either
-FROM ghcr.io/astral-sh/uv:0.8.13-python3.12-bookworm-slim AS s6-overlay-base
+FROM ghcr.io/astral-sh/uv:0.8.8-python3.12-bookworm-slim AS s6-overlay-base

 WORKDIR /usr/src/s6

--- a/docker/compose/docker-compose.ci-test.yml
+++ b/docker/compose/docker-compose.ci-test.yml
@@ -4,7 +4,7 @@
 # correct networking for the tests
 services:
  gotenberg:
-    image: docker.io/gotenberg/gotenberg:8.22
+    image: docker.io/gotenberg/gotenberg:8.20
    hostname: gotenberg
    container_name: gotenberg
    network_mode: host
--- a/docker/compose/docker-compose.mariadb-tika.yml
+++ b/docker/compose/docker-compose.mariadb-tika.yml
@@ -35,7 +35,7 @@ services:
    volumes:
      - redisdata:/data
  db:
-    image: docker.io/library/mariadb:12
+    image: docker.io/library/mariadb:11
    restart: unless-stopped
    volumes:
      - dbdata:/var/lib/mysql
@@ -72,7 +72,7 @@ services:
      PAPERLESS_TIKA_GOTENBERG_ENDPOINT: http://gotenberg:3000
      PAPERLESS_TIKA_ENDPOINT: http://tika:9998
  gotenberg:
-    image: docker.io/gotenberg/gotenberg:8.22
+    image: docker.io/gotenberg/gotenberg:8.20
    restart: unless-stopped
    # The gotenberg chromium route is used to convert .eml files. We do not
    # want to allow external content like tracking pixels or even javascript.
--- a/docker/compose/docker-compose.mariadb.yml
+++ b/docker/compose/docker-compose.mariadb.yml
@@ -31,7 +31,7 @@ services:
    volumes:
      - redisdata:/data
  db:
-    image: docker.io/library/mariadb:12
+    image: docker.io/library/mariadb:11
    restart: unless-stopped
    volumes:
      - dbdata:/var/lib/mysql
--- a/docker/compose/docker-compose.postgres-tika.yml
+++ b/docker/compose/docker-compose.postgres-tika.yml
@@ -66,7 +66,7 @@ services:
      PAPERLESS_TIKA_GOTENBERG_ENDPOINT: http://gotenberg:3000
      PAPERLESS_TIKA_ENDPOINT: http://tika:9998
  gotenberg:
-    image: docker.io/gotenberg/gotenberg:8.22
+    image: docker.io/gotenberg/gotenberg:8.20
    restart: unless-stopped
    # The gotenberg chromium route is used to convert .eml files. We do not
    # want to allow external content like tracking pixels or even javascript.
--- a/docker/compose/docker-compose.sqlite-tika.yml
+++ b/docker/compose/docker-compose.sqlite-tika.yml
@@ -55,7 +55,7 @@ services:
      PAPERLESS_TIKA_GOTENBERG_ENDPOINT: http://gotenberg:3000
      PAPERLESS_TIKA_ENDPOINT: http://tika:9998
  gotenberg:
-    image: docker.io/gotenberg/gotenberg:8.22
+    image: docker.io/gotenberg/gotenberg:8.20
    restart: unless-stopped
    # The gotenberg chromium route is used to convert .eml files. We do not
    # want to allow external content like tracking pixels or even javascript.
--- a/docs/configuration.md
+++ b/docs/configuration.md
@@ -1800,3 +1800,23 @@ password. All of these options come from their similarly-named [Django settings]
 #### [`PAPERLESS_EMAIL_USE_SSL=<bool>`](#PAPERLESS_EMAIL_USE_SSL) {#PAPERLESS_EMAIL_USE_SSL}

 : Defaults to false.
+
+## Remote OCR
+
+#### [`PAPERLESS_REMOTE_OCR_ENGINE=<str>`](#PAPERLESS_REMOTE_OCR_ENGINE) {#PAPERLESS_REMOTE_OCR_ENGINE}
+
+: The remote OCR engine to use. Currently only Azure AI is supported as "azureai".
+
+    Defaults to None, which disables remote OCR.
+
+#### [`PAPERLESS_REMOTE_OCR_API_KEY=<str>`](#PAPERLESS_REMOTE_OCR_API_KEY) {#PAPERLESS_REMOTE_OCR_API_KEY}
+
+: The API key to use for the remote OCR engine.
+
+    Defaults to None.
+
+#### [`PAPERLESS_REMOTE_OCR_ENDPOINT=<str>`](#PAPERLESS_REMOTE_OCR_ENDPOINT) {#PAPERLESS_REMOTE_OCR_ENDPOINT}
+
+: The endpoint to use for the remote OCR engine. This is required for Azure AI.
+
+    Defaults to None.
--- a/docs/index.md
+++ b/docs/index.md
@@ -25,9 +25,10 @@ physical documents into a searchable online archive so you can keep, well, _less
 ## Features

 -   **Organize and index** your scanned documents with tags, correspondents, types, and more.
-   _Your_ data is stored locally on _your_ server and is never transmitted or shared in any way.
+-   _Your_ data is stored locally on _your_ server and is never transmitted or shared in any way, unless you explicitly choose to do so.
 -   Performs **OCR** on your documents, adding searchable and selectable text, even to documents scanned with only images.
-   Utilizes the open-source Tesseract engine to recognize more than 100 languages.
+    -   Utilizes the open-source Tesseract engine to recognize more than 100 languages.
+    -   _New!_ Supports remote OCR with Azure AI (opt-in).
 -   Documents are saved as PDF/A format which is designed for long term storage, alongside the unaltered originals.
 -   Uses machine-learning to automatically add tags, correspondents and document types to your documents.
 -   Supports PDF documents, images, plain text files, Office documents (Word, Excel, PowerPoint, and LibreOffice equivalents)[^1] and more.
--- a/docs/usage.md
+++ b/docs/usage.md
@@ -850,6 +850,21 @@ how regularly you intend to scan documents and use paperless.
    performed the task associated with the document, move it to the
    inbox.

+## Remote OCR
+
+!!! important
+
+    This feature is disabled by default and will always remain strictly "opt-in".
+
+Paperless-ngx supports performing OCR on documents using remote services. At the moment, this is limited to
+[Microsoft's Azure "Document Intelligence" service](https://azure.microsoft.com/en-us/products/ai-services/ai-document-intelligence).
+This is of course a paid service (with a free tier) which requires an Azure account and subscription. Azure AI is not affiliated with
+Paperless-ngx in any way. When enabled, Paperless-ngx will automatically send appropriate documents to Azure for OCR processing, bypassing
+the local OCR engine. See the [configuration](configuration.md#PAPERLESS_REMOTE_OCR_ENGINE) options for more details.
+
+Additionally, when using a commercial service with this feature, consider both potential costs as well as any associated file size
+or page limitations (e.g. with a free tier).
+
 ## Architecture

 Paperless-ngx consists of the following components:
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -15,6 +15,7 @@ classifiers = [
 # This will allow testing to not install a webserver, mysql, etc

 dependencies = [
+  "azure-ai-documentintelligence>=1.0.2",
  "babel>=2.17",
  "bleach~=6.2.0",
  "celery[redis]~=5.5.1",
@@ -41,9 +42,9 @@ dependencies = [
  "drf-spectacular~=0.28",
  "drf-spectacular-sidecar~=2025.8.1",
  "drf-writable-nested~=0.7.1",
-  "filelock~=3.19.1",
+  "filelock~=3.18.0",
  "flower~=2.0.1",
-  "gotenberg-client~=0.11.0",
+  "gotenberg-client~=0.10.0",
  "httpx-oauth~=0.16",
  "imap-tools~=1.11.0",
  "inotifyrecursive~=0.3",
@@ -60,7 +61,7 @@ dependencies = [
  "python-ipware~=3.0.0",
  "python-magic~=0.4.27",
  "pyzbar~=0.1.9",
-  "rapidfuzz~=3.14.0",
+  "rapidfuzz~=3.13.0",
  "redis[hiredis]~=5.2.1",
  "scikit-learn~=1.7.0",
  "setproctitle~=1.3.4",
@@ -82,7 +83,7 @@ optional-dependencies.postgres = [
  "psycopg-pool==3.2.6",
 ]
 optional-dependencies.webserver = [
-  "granian[uvloop]~=2.5.1",
+  "granian[uvloop]~=2.4.1",
 ]

 [dependency-groups]
@@ -239,6 +240,7 @@ testpaths = [
  "src/paperless_tesseract/tests/",
  "src/paperless_tika/tests",
  "src/paperless_text/tests/",
+  "src/paperless_remote/tests/",
 ]
 addopts = [
  "--pythonwarnings=all",
--- a/src-ui/messages.xlf
+++ b/src-ui/messages.xlf
@@ -2544,11 +2544,11 @@
        </context-group>
        <context-group purpose="location">
          <context context-type="sourcefile">src/app/components/document-detail/document-detail.component.ts</context>
-          <context context-type="linenumber">1018</context>
+          <context context-type="linenumber">1011</context>
        </context-group>
        <context-group purpose="location">
          <context context-type="sourcefile">src/app/components/document-detail/document-detail.component.ts</context>
-          <context context-type="linenumber">1383</context>
+          <context context-type="linenumber">1373</context>
        </context-group>
        <context-group purpose="location">
          <context context-type="sourcefile">src/app/components/document-list/bulk-editor/bulk-editor.component.ts</context>
@@ -3156,7 +3156,7 @@
        </context-group>
        <context-group purpose="location">
          <context context-type="sourcefile">src/app/components/document-detail/document-detail.component.ts</context>
-          <context context-type="linenumber">971</context>
+          <context context-type="linenumber">964</context>
        </context-group>
        <context-group purpose="location">
          <context context-type="sourcefile">src/app/components/document-list/bulk-editor/bulk-editor.component.ts</context>
@@ -3361,11 +3361,11 @@
        </context-group>
        <context-group purpose="location">
          <context context-type="sourcefile">src/app/components/common/custom-fields-query-dropdown/custom-fields-query-dropdown.component.html</context>
-          <context context-type="linenumber">87</context>
+          <context context-type="linenumber">86</context>
        </context-group>
        <context-group purpose="location">
          <context context-type="sourcefile">src/app/components/common/custom-fields-query-dropdown/custom-fields-query-dropdown.component.html</context>
-          <context context-type="linenumber">93</context>
+          <context context-type="linenumber">92</context>
        </context-group>
      </trans-unit>
      <trans-unit id="3800326155195149498" datatype="html">
@@ -3376,29 +3376,29 @@
        </context-group>
        <context-group purpose="location">
          <context context-type="sourcefile">src/app/components/common/custom-fields-query-dropdown/custom-fields-query-dropdown.component.html</context>
-          <context context-type="linenumber">88</context>
+          <context context-type="linenumber">87</context>
        </context-group>
        <context-group purpose="location">
          <context context-type="sourcefile">src/app/components/common/custom-fields-query-dropdown/custom-fields-query-dropdown.component.html</context>
-          <context context-type="linenumber">94</context>
+          <context context-type="linenumber">93</context>
        </context-group>
      </trans-unit>
      <trans-unit id="7551700625201096185" datatype="html">
        <source>Search docs...</source>
        <context-group purpose="location">
          <context context-type="sourcefile">src/app/components/common/custom-fields-query-dropdown/custom-fields-query-dropdown.component.html</context>
-          <context context-type="linenumber">62</context>
+          <context context-type="linenumber">61</context>
        </context-group>
        <context-group purpose="location">
          <context context-type="sourcefile">src/app/components/common/custom-fields-query-dropdown/custom-fields-query-dropdown.component.html</context>
-          <context context-type="linenumber">110</context>
+          <context context-type="linenumber">109</context>
        </context-group>
      </trans-unit>
      <trans-unit id="3184700926171002527" datatype="html">
        <source>Any</source>
        <context-group purpose="location">
          <context context-type="sourcefile">src/app/components/common/custom-fields-query-dropdown/custom-fields-query-dropdown.component.html</context>
-          <context context-type="linenumber">142</context>
+          <context context-type="linenumber">141</context>
        </context-group>
        <context-group purpose="location">
          <context context-type="sourcefile">src/app/components/common/filterable-dropdown/filterable-dropdown.component.html</context>
@@ -3409,7 +3409,7 @@
        <source>All</source>
        <context-group purpose="location">
          <context context-type="sourcefile">src/app/components/common/custom-fields-query-dropdown/custom-fields-query-dropdown.component.html</context>
-          <context context-type="linenumber">144</context>
+          <context context-type="linenumber">143</context>
        </context-group>
        <context-group purpose="location">
          <context context-type="sourcefile">src/app/components/common/filterable-dropdown/filterable-dropdown.component.html</context>
@@ -3436,21 +3436,21 @@
        <source>Not</source>
        <context-group purpose="location">
          <context context-type="sourcefile">src/app/components/common/custom-fields-query-dropdown/custom-fields-query-dropdown.component.html</context>
-          <context context-type="linenumber">147</context>
+          <context context-type="linenumber">146</context>
        </context-group>
      </trans-unit>
      <trans-unit id="6548676277933116532" datatype="html">
        <source>Add query</source>
        <context-group purpose="location">
          <context context-type="sourcefile">src/app/components/common/custom-fields-query-dropdown/custom-fields-query-dropdown.component.html</context>
-          <context context-type="linenumber">166</context>
+          <context context-type="linenumber">165</context>
        </context-group>
      </trans-unit>
      <trans-unit id="5599577087865387184" datatype="html">
        <source>Add expression</source>
        <context-group purpose="location">
          <context context-type="sourcefile">src/app/components/common/custom-fields-query-dropdown/custom-fields-query-dropdown.component.html</context>
-          <context context-type="linenumber">169</context>
+          <context context-type="linenumber">168</context>
        </context-group>
      </trans-unit>
      <trans-unit id="6312759212949884929" datatype="html">
@@ -5277,7 +5277,7 @@
        </context-group>
        <context-group purpose="location">
          <context context-type="sourcefile">src/app/components/common/input/select/select.component.html</context>
-          <context context-type="linenumber">59</context>
+          <context context-type="linenumber">58</context>
        </context-group>
        <context-group purpose="location">
          <context context-type="sourcefile">src/app/components/common/input/tags/tags.component.html</context>
@@ -5388,7 +5388,7 @@
        <source>Add item</source>
        <context-group purpose="location">
          <context context-type="sourcefile">src/app/components/common/input/select/select.component.html</context>
-          <context context-type="linenumber">24</context>
+          <context context-type="linenumber">23</context>
        </context-group>
        <note priority="1" from="description">Used for both types, correspondents, storage paths</note>
      </trans-unit>
@@ -6579,7 +6579,7 @@
        </context-group>
        <context-group purpose="location">
          <context context-type="sourcefile">src/app/components/document-detail/document-detail.component.ts</context>
-          <context context-type="linenumber">1382</context>
+          <context context-type="linenumber">1372</context>
        </context-group>
      </trans-unit>
      <trans-unit id="6490688569532630280" datatype="html">
@@ -6869,56 +6869,56 @@
        <source>An error occurred loading content: <x id="PH" equiv-text="err.message ?? err.toString()"/></source>
        <context-group purpose="location">
          <context context-type="sourcefile">src/app/components/document-detail/document-detail.component.ts</context>
-          <context context-type="linenumber">410,412</context>
+          <context context-type="linenumber">412,414</context>
        </context-group>
      </trans-unit>
      <trans-unit id="3200733026060976258" datatype="html">
        <source>Document changes detected</source>
        <context-group purpose="location">
          <context context-type="sourcefile">src/app/components/document-detail/document-detail.component.ts</context>
-          <context context-type="linenumber">444</context>
+          <context context-type="linenumber">435</context>
        </context-group>
      </trans-unit>
      <trans-unit id="2887155916749964" datatype="html">
        <source>The version of this document in your browser session appears older than the existing version.</source>
        <context-group purpose="location">
          <context context-type="sourcefile">src/app/components/document-detail/document-detail.component.ts</context>
-          <context context-type="linenumber">445</context>
+          <context context-type="linenumber">436</context>
        </context-group>
      </trans-unit>
      <trans-unit id="237142428785956348" datatype="html">
        <source>Saving the document here may overwrite other changes that were made. To restore the existing version, discard your changes or close the document.</source>
        <context-group purpose="location">
          <context context-type="sourcefile">src/app/components/document-detail/document-detail.component.ts</context>
-          <context context-type="linenumber">446</context>
+          <context context-type="linenumber">437</context>
        </context-group>
      </trans-unit>
      <trans-unit id="8720977247725652816" datatype="html">
        <source>Ok</source>
        <context-group purpose="location">
          <context context-type="sourcefile">src/app/components/document-detail/document-detail.component.ts</context>
-          <context context-type="linenumber">448</context>
+          <context context-type="linenumber">439</context>
        </context-group>
      </trans-unit>
      <trans-unit id="6142395741265832184" datatype="html">
        <source>Next document</source>
        <context-group purpose="location">
          <context context-type="sourcefile">src/app/components/document-detail/document-detail.component.ts</context>
-          <context context-type="linenumber">574</context>
+          <context context-type="linenumber">563</context>
        </context-group>
      </trans-unit>
      <trans-unit id="651985345816518480" datatype="html">
        <source>Previous document</source>
        <context-group purpose="location">
          <context context-type="sourcefile">src/app/components/document-detail/document-detail.component.ts</context>
-          <context context-type="linenumber">584</context>
+          <context context-type="linenumber">573</context>
        </context-group>
      </trans-unit>
      <trans-unit id="2885986061416655600" datatype="html">
        <source>Close document</source>
        <context-group purpose="location">
          <context context-type="sourcefile">src/app/components/document-detail/document-detail.component.ts</context>
-          <context context-type="linenumber">592</context>
+          <context context-type="linenumber">581</context>
        </context-group>
        <context-group purpose="location">
          <context context-type="sourcefile">src/app/services/open-documents.service.ts</context>
@@ -6929,67 +6929,67 @@
        <source>Save document</source>
        <context-group purpose="location">
          <context context-type="sourcefile">src/app/components/document-detail/document-detail.component.ts</context>
-          <context context-type="linenumber">599</context>
+          <context context-type="linenumber">588</context>
        </context-group>
      </trans-unit>
      <trans-unit id="1784543155727940353" datatype="html">
        <source>Save and close / next</source>
        <context-group purpose="location">
          <context context-type="sourcefile">src/app/components/document-detail/document-detail.component.ts</context>
-          <context context-type="linenumber">608</context>
+          <context context-type="linenumber">597</context>
        </context-group>
      </trans-unit>
      <trans-unit id="5758784066858623886" datatype="html">
        <source>Error retrieving metadata</source>
        <context-group purpose="location">
          <context context-type="sourcefile">src/app/components/document-detail/document-detail.component.ts</context>
-          <context context-type="linenumber">660</context>
+          <context context-type="linenumber">649</context>
        </context-group>
      </trans-unit>
      <trans-unit id="3456881259945295697" datatype="html">
        <source>Error retrieving suggestions.</source>
        <context-group purpose="location">
          <context context-type="sourcefile">src/app/components/document-detail/document-detail.component.ts</context>
-          <context context-type="linenumber">689</context>
+          <context context-type="linenumber">678</context>
        </context-group>
      </trans-unit>
      <trans-unit id="2194092841814123758" datatype="html">
        <source>Document &quot;<x id="PH" equiv-text="newValues.title"/>&quot; saved successfully.</source>
        <context-group purpose="location">
          <context context-type="sourcefile">src/app/components/document-detail/document-detail.component.ts</context>
-          <context context-type="linenumber">861</context>
+          <context context-type="linenumber">858</context>
        </context-group>
        <context-group purpose="location">
          <context context-type="sourcefile">src/app/components/document-detail/document-detail.component.ts</context>
-          <context context-type="linenumber">885</context>
+          <context context-type="linenumber">882</context>
        </context-group>
      </trans-unit>
      <trans-unit id="6626387786259219838" datatype="html">
        <source>Error saving document &quot;<x id="PH" equiv-text="this.document.title"/>&quot;</source>
        <context-group purpose="location">
          <context context-type="sourcefile">src/app/components/document-detail/document-detail.component.ts</context>
-          <context context-type="linenumber">891</context>
+          <context context-type="linenumber">888</context>
        </context-group>
      </trans-unit>
      <trans-unit id="448882439049417053" datatype="html">
        <source>Error saving document</source>
        <context-group purpose="location">
          <context context-type="sourcefile">src/app/components/document-detail/document-detail.component.ts</context>
-          <context context-type="linenumber">940</context>
+          <context context-type="linenumber">933</context>
        </context-group>
      </trans-unit>
      <trans-unit id="8410796510716511826" datatype="html">
        <source>Do you really want to move the document &quot;<x id="PH" equiv-text="this.document.title"/>&quot; to the trash?</source>
        <context-group purpose="location">
          <context context-type="sourcefile">src/app/components/document-detail/document-detail.component.ts</context>
-          <context context-type="linenumber">972</context>
+          <context context-type="linenumber">965</context>
        </context-group>
      </trans-unit>
      <trans-unit id="282586936710748252" datatype="html">
        <source>Documents can be restored prior to permanent deletion.</source>
        <context-group purpose="location">
          <context context-type="sourcefile">src/app/components/document-detail/document-detail.component.ts</context>
-          <context context-type="linenumber">973</context>
+          <context context-type="linenumber">966</context>
        </context-group>
        <context-group purpose="location">
          <context context-type="sourcefile">src/app/components/document-list/bulk-editor/bulk-editor.component.ts</context>
@@ -7000,7 +7000,7 @@
        <source>Move to trash</source>
        <context-group purpose="location">
          <context context-type="sourcefile">src/app/components/document-detail/document-detail.component.ts</context>
-          <context context-type="linenumber">975</context>
+          <context context-type="linenumber">968</context>
        </context-group>
        <context-group purpose="location">
          <context context-type="sourcefile">src/app/components/document-list/bulk-editor/bulk-editor.component.ts</context>
@@ -7011,14 +7011,14 @@
        <source>Error deleting document</source>
        <context-group purpose="location">
          <context context-type="sourcefile">src/app/components/document-detail/document-detail.component.ts</context>
-          <context context-type="linenumber">994</context>
+          <context context-type="linenumber">987</context>
        </context-group>
      </trans-unit>
      <trans-unit id="619486176823357521" datatype="html">
        <source>Reprocess confirm</source>
        <context-group purpose="location">
          <context context-type="sourcefile">src/app/components/document-detail/document-detail.component.ts</context>
-          <context context-type="linenumber">1014</context>
+          <context context-type="linenumber">1007</context>
        </context-group>
        <context-group purpose="location">
          <context context-type="sourcefile">src/app/components/document-list/bulk-editor/bulk-editor.component.ts</context>
@@ -7029,67 +7029,67 @@
        <source>This operation will permanently recreate the archive file for this document.</source>
        <context-group purpose="location">
          <context context-type="sourcefile">src/app/components/document-detail/document-detail.component.ts</context>
-          <context context-type="linenumber">1015</context>
+          <context context-type="linenumber">1008</context>
        </context-group>
      </trans-unit>
      <trans-unit id="302054111564709516" datatype="html">
        <source>The archive file will be re-generated with the current settings.</source>
        <context-group purpose="location">
          <context context-type="sourcefile">src/app/components/document-detail/document-detail.component.ts</context>
-          <context context-type="linenumber">1016</context>
+          <context context-type="linenumber">1009</context>
        </context-group>
      </trans-unit>
      <trans-unit id="8251197608401006898" datatype="html">
        <source>Reprocess operation for &quot;<x id="PH" equiv-text="this.document.title"/>&quot; will begin in the background. Close and re-open or reload this document after the operation has completed to see new content.</source>
        <context-group purpose="location">
          <context context-type="sourcefile">src/app/components/document-detail/document-detail.component.ts</context>
-          <context context-type="linenumber">1026</context>
+          <context context-type="linenumber">1019</context>
        </context-group>
      </trans-unit>
      <trans-unit id="4409560272830824468" datatype="html">
        <source>Error executing operation</source>
        <context-group purpose="location">
          <context context-type="sourcefile">src/app/components/document-detail/document-detail.component.ts</context>
-          <context context-type="linenumber">1037</context>
+          <context context-type="linenumber">1030</context>
        </context-group>
      </trans-unit>
      <trans-unit id="6030453331794586802" datatype="html">
        <source>Error downloading document</source>
        <context-group purpose="location">
          <context context-type="sourcefile">src/app/components/document-detail/document-detail.component.ts</context>
-          <context context-type="linenumber">1086</context>
+          <context context-type="linenumber">1079</context>
        </context-group>
      </trans-unit>
      <trans-unit id="4458954481601077369" datatype="html">
        <source>Page Fit</source>
        <context-group purpose="location">
          <context context-type="sourcefile">src/app/components/document-detail/document-detail.component.ts</context>
-          <context context-type="linenumber">1163</context>
+          <context context-type="linenumber">1156</context>
        </context-group>
      </trans-unit>
      <trans-unit id="4663705961777238777" datatype="html">
        <source>PDF edit operation for &quot;<x id="PH" equiv-text="this.document.title"/>&quot; will begin in the background.</source>
        <context-group purpose="location">
          <context context-type="sourcefile">src/app/components/document-detail/document-detail.component.ts</context>
-          <context context-type="linenumber">1401</context>
+          <context context-type="linenumber">1391</context>
        </context-group>
      </trans-unit>
      <trans-unit id="9043972994040261999" datatype="html">
        <source>Error executing PDF edit operation</source>
        <context-group purpose="location">
          <context context-type="sourcefile">src/app/components/document-detail/document-detail.component.ts</context>
-          <context context-type="linenumber">1413</context>
+          <context context-type="linenumber">1403</context>
        </context-group>
      </trans-unit>
      <trans-unit id="6085793215710522488" datatype="html">
        <source>An error occurred loading tiff: <x id="PH" equiv-text="err.toString()"/></source>
        <context-group purpose="location">
          <context context-type="sourcefile">src/app/components/document-detail/document-detail.component.ts</context>
-          <context context-type="linenumber">1480</context>
+          <context context-type="linenumber">1463</context>
        </context-group>
        <context-group purpose="location">
          <context context-type="sourcefile">src/app/components/document-detail/document-detail.component.ts</context>
-          <context context-type="linenumber">1484</context>
+          <context context-type="linenumber">1467</context>
        </context-group>
      </trans-unit>
      <trans-unit id="4958946940233632319" datatype="html">
--- a/src-ui/src/app/components/app-frame/app-frame.component.html
+++ b/src-ui/src/app/components/app-frame/app-frame.component.html
@@ -113,7 +113,7 @@
                    [disablePopover]="!slimSidebarEnabled" placement="end" container="body" triggers="mouseenter:mouseleave"
                    popoverClass="popover-slim">
                    <i-bs class="me-1" name="funnel"></i-bs>
-                      <span>&nbsp;<div class="d-inline-flex view-name"><span class="overflow-hidden" [class.text-wrap]="!slimSidebarEnabled">{{view.name}}</span></div>
+                      <span>&nbsp;<div class="d-inline-flex view-name"><span class="overflow-hidden" [class.text-truncate]="!slimSidebarEnabled">{{view.name}}</span></div>
                        @if (showSidebarCounts && !slimSidebarEnabled) {
                          <span class="badge bg-info text-dark ms-2 d-inline">{{ savedViewService.getDocumentCount(view) }}</span>
                        }
--- a/src-ui/src/app/components/app-frame/app-frame.component.ts
+++ b/src-ui/src/app/components/app-frame/app-frame.component.ts
@@ -287,9 +287,6 @@ export class AppFrameComponent
  }

  get showSidebarCounts(): boolean {
-    return (
-      this.settingsService.get(SETTINGS_KEYS.SIDEBAR_VIEWS_SHOW_COUNT) &&
-      !this.settingsService.organizingSidebarSavedViews
-    )
+    return this.settingsService.get(SETTINGS_KEYS.SIDEBAR_VIEWS_SHOW_COUNT)
  }
 }
--- a/src-ui/src/app/components/common/custom-fields-query-dropdown/custom-fields-query-dropdown.component.html
+++ b/src-ui/src/app/components/common/custom-fields-query-dropdown/custom-fields-query-dropdown.component.html
@@ -51,7 +51,6 @@
    <ng-select #fieldSelects
      class="paperless-input-select rounded-end"
      [items]="getSelectOptionsForField(atom.field)"
-      [virtualScroll]="getSelectOptionsForField(atom.field)?.length > 100"
      bindLabel="label"
      bindValue="id"
      [(ngModel)]="atom.value"
--- a/src-ui/src/app/components/common/input/select/select.component.html
+++ b/src-ui/src/app/components/common/input/select/select.component.html
@@ -19,7 +19,6 @@
            [class.private]="isPrivate"
            [clearable]="allowNull"
            [items]="items"
-            [virtualScroll]="items?.length > 100"
            [addTag]="allowCreateNew && addItemRef"
            addTagText="Add item"
            i18n-addTagText="Used for both types, correspondents, storage paths"
--- a/src-ui/src/app/components/document-detail/document-detail.component.ts
+++ b/src-ui/src/app/components/document-detail/document-detail.component.ts
@@ -472,7 +472,6 @@ export class DocumentDetailComponent
              if (titleValue !== this.titleInput.value) return
              this.title = titleValue
              this.documentForm.patchValue({ title: titleValue })
-              this.documentForm.get('title').markAsDirty()
            })
          this.setupDirtyTracking(useDoc, doc)
        },
--- a/src/documents/classifier.py
+++ b/src/documents/classifier.py
@@ -4,13 +4,10 @@ import logging
 import pickle
 import re
 import warnings
-from functools import lru_cache
 from hashlib import sha256
 from pathlib import Path
 from typing import TYPE_CHECKING

-import joblib
-
 if TYPE_CHECKING:
    from collections.abc import Iterator
    from datetime import datetime
@@ -53,24 +50,7 @@ class ClassifierModelCorruptError(Exception):
    pass


-def _model_cache_token() -> tuple[str, int, int]:
-    p = Path(settings.MODEL_FILE)
-    if p.exists():
-        try:
-            st = p.stat()
-            return (str(p), int(st.st_mtime), int(st.st_size))
-        except OSError:
-            return (str(p), 0, 0)
-    return (str(p), 0, 0)
-
-
-@lru_cache(maxsize=1)
-def _load_classifier_cached(
-    token: tuple[str, int, int],
-    *,
-    raise_exception: bool = False,
-) -> DocumentClassifier | None:
-    # token used only for cache key; logic depends on current settings
+def load_classifier(*, raise_exception: bool = False) -> DocumentClassifier | None:
    if not settings.MODEL_FILE.is_file():
        logger.debug(
            "Document classification model does not exist (yet), not "
@@ -81,23 +61,20 @@ def _load_classifier_cached(
    classifier = DocumentClassifier()
    try:
        classifier.load()
+
    except IncompatibleClassifierVersionError as e:
        logger.info(f"Classifier version incompatible: {e.message}, will re-train")
-        try:
-            Path(settings.MODEL_FILE).unlink()
-        except Exception:
-            pass
+        Path(settings.MODEL_FILE).unlink()
        classifier = None
        if raise_exception:
            raise e
    except ClassifierModelCorruptError as e:
+        # there's something wrong with the model file.
        logger.exception(
-            "Unrecoverable error while loading document classification model, deleting model file.",
+            "Unrecoverable error while loading document "
+            "classification model, deleting model file.",
        )
-        try:
-            Path(settings.MODEL_FILE).unlink()
-        except Exception:
-            pass
+        Path(settings.MODEL_FILE).unlink
        classifier = None
        if raise_exception:
            raise e
@@ -115,17 +92,11 @@ def _load_classifier_cached(
    return classifier


-def load_classifier(*, raise_exception: bool = False) -> DocumentClassifier | None:
-    token = _model_cache_token()
-    return _load_classifier_cached(token, raise_exception=raise_exception)
-
-
 class DocumentClassifier:
    # v7 - Updated scikit-learn package version
    # v8 - Added storage path classifier
    # v9 - Changed from hashing to time/ids for re-train check
-    # v10 - Switch persistence to joblib with memory-mapping to reduce load-time memory spikes
-    FORMAT_VERSION = 10
+    FORMAT_VERSION = 9

    def __init__(self) -> None:
        # last time a document changed and therefore training might be required
@@ -161,57 +132,28 @@ class DocumentClassifier:

        # Catch warnings for processing
        with warnings.catch_warnings(record=True) as w:
-            state = None
-            try:
-                state = joblib.load(settings.MODEL_FILE, mmap_mode="r")
-            except ValueError:
-                # Some environments may fail to mmap small files; fall back to normal load
-                state = joblib.load(settings.MODEL_FILE, mmap_mode=None)
-            except Exception as err:
-                # Fallback to old pickle-based format. Try to read the version and a field to
-                # distinguish truly corrupt files from incompatible versions.
-                try:
-                    with Path(settings.MODEL_FILE).open("rb") as f:
-                        _version = pickle.load(f)
-                        try:
-                            _ = pickle.load(f)
-                        except Exception as inner:
-                            raise ClassifierModelCorruptError from inner
-                        # Old, incompatible format
-                        raise IncompatibleClassifierVersionError(
-                            "Cannot load classifier, incompatible versions.",
-                        ) from err
-                except (
-                    IncompatibleClassifierVersionError,
-                    ClassifierModelCorruptError,
-                ):
-                    raise
-                except Exception:
-                    # Not even a readable pickle header
-                    raise ClassifierModelCorruptError from err
+            with Path(settings.MODEL_FILE).open("rb") as f:
+                schema_version = pickle.load(f)

-            if (
-                not isinstance(state, dict)
-                or state.get("format_version") != self.FORMAT_VERSION
-            ):
-                raise IncompatibleClassifierVersionError(
-                    "Cannot load classifier, incompatible versions.",
-                )
+                if schema_version != self.FORMAT_VERSION:
+                    raise IncompatibleClassifierVersionError(
+                        "Cannot load classifier, incompatible versions.",
+                    )
+                else:
+                    try:
+                        self.last_doc_change_time = pickle.load(f)
+                        self.last_auto_type_hash = pickle.load(f)

-            try:
-                self.last_doc_change_time = state.get("last_doc_change_time")
-                self.last_auto_type_hash = state.get("last_auto_type_hash")
+                        self.data_vectorizer = pickle.load(f)
+                        self._update_data_vectorizer_hash()
+                        self.tags_binarizer = pickle.load(f)

-                self.data_vectorizer = state.get("data_vectorizer")
-                self._update_data_vectorizer_hash()
-                self.tags_binarizer = state.get("tags_binarizer")
-
-                self.tags_classifier = state.get("tags_classifier")
-                self.correspondent_classifier = state.get("correspondent_classifier")
-                self.document_type_classifier = state.get("document_type_classifier")
-                self.storage_path_classifier = state.get("storage_path_classifier")
-            except Exception as err:
-                raise ClassifierModelCorruptError from err
+                        self.tags_classifier = pickle.load(f)
+                        self.correspondent_classifier = pickle.load(f)
+                        self.document_type_classifier = pickle.load(f)
+                        self.storage_path_classifier = pickle.load(f)
+                    except Exception as err:
+                        raise ClassifierModelCorruptError from err

            # Check for the warning about unpickling from differing versions
            # and consider it incompatible
@@ -230,28 +172,24 @@ class DocumentClassifier:

    def save(self) -> None:
        target_file: Path = settings.MODEL_FILE
-        target_file_temp: Path = target_file.with_suffix(".joblib.part")
+        target_file_temp: Path = target_file.with_suffix(".pickle.part")

-        state = {
-            "format_version": self.FORMAT_VERSION,
-            "last_doc_change_time": self.last_doc_change_time,
-            "last_auto_type_hash": self.last_auto_type_hash,
-            "data_vectorizer": self.data_vectorizer,
-            "tags_binarizer": self.tags_binarizer,
-            "tags_classifier": self.tags_classifier,
-            "correspondent_classifier": self.correspondent_classifier,
-            "document_type_classifier": self.document_type_classifier,
-            "storage_path_classifier": self.storage_path_classifier,
-        }
+        with target_file_temp.open("wb") as f:
+            pickle.dump(self.FORMAT_VERSION, f)

-        joblib.dump(state, target_file_temp, compress=3)
+            pickle.dump(self.last_doc_change_time, f)
+            pickle.dump(self.last_auto_type_hash, f)
+
+            pickle.dump(self.data_vectorizer, f)
+
+            pickle.dump(self.tags_binarizer, f)
+            pickle.dump(self.tags_classifier, f)
+
+            pickle.dump(self.correspondent_classifier, f)
+            pickle.dump(self.document_type_classifier, f)
+            pickle.dump(self.storage_path_classifier, f)

        target_file_temp.rename(target_file)
-        # Invalidate cached classifier loader so subsequent calls see the new file
-        try:
-            _load_classifier_cached.cache_clear()
-        except Exception:
-            pass

    def train(self) -> bool:
        # Get non-inbox documents
--- a/src/documents/tests/test_classifier.py
+++ b/src/documents/tests/test_classifier.py
@@ -370,7 +370,7 @@ class TestClassifier(DirectoriesMixin, TestCase):
    def test_load_corrupt_file(self, patched_pickle_load: mock.MagicMock):
        """
        GIVEN:
-            - Corrupted legacy classifier pickle file
+            - Corrupted classifier pickle file
        WHEN:
            - An attempt is made to load the classifier
        THEN:
@@ -381,10 +381,9 @@ class TestClassifier(DirectoriesMixin, TestCase):
        # First load is the schema version,allow it
        patched_pickle_load.side_effect = [DocumentClassifier.FORMAT_VERSION, OSError()]

-        # Force the loader down the legacy path by making joblib.load fail
-        with mock.patch("joblib.load", side_effect=Exception("bad joblib")):
-            with self.assertRaises(ClassifierModelCorruptError):
-                self.classifier.load()
+        with self.assertRaises(ClassifierModelCorruptError):
+            self.classifier.load()
+            patched_pickle_load.assert_called()

        patched_pickle_load.reset_mock()
        patched_pickle_load.side_effect = [
@@ -392,8 +391,8 @@ class TestClassifier(DirectoriesMixin, TestCase):
            ClassifierModelCorruptError(),
        ]

-        with mock.patch("joblib.load", side_effect=Exception("bad joblib")):
-            self.assertIsNone(load_classifier())
+        self.assertIsNone(load_classifier())
+        patched_pickle_load.assert_called()

    def test_load_new_scikit_learn_version(self):
        """
--- a/src/paperless/settings.py
+++ b/src/paperless/settings.py
@@ -324,6 +324,7 @@ INSTALLED_APPS = [
    "paperless_tesseract.apps.PaperlessTesseractConfig",
    "paperless_text.apps.PaperlessTextConfig",
    "paperless_mail.apps.PaperlessMailConfig",
+    "paperless_remote.apps.PaperlessRemoteParserConfig",
    "django.contrib.admin",
    "rest_framework",
    "rest_framework.authtoken",
@@ -1443,3 +1444,10 @@ WEBHOOKS_ALLOW_INTERNAL_REQUESTS = __get_boolean(
    "PAPERLESS_WEBHOOKS_ALLOW_INTERNAL_REQUESTS",
    "true",
 )
+
+###############################################################################
+# Remote Parser                                                               #
+###############################################################################
+REMOTE_OCR_ENGINE = os.getenv("PAPERLESS_REMOTE_OCR_ENGINE")
+REMOTE_OCR_API_KEY = os.getenv("PAPERLESS_REMOTE_OCR_API_KEY")
+REMOTE_OCR_ENDPOINT = os.getenv("PAPERLESS_REMOTE_OCR_ENDPOINT")
--- a/src/paperless_remote/init.py
+++ b/src/paperless_remote/init.py
@@ -0,0 +1,4 @@
+# this is here so that django finds the checks.
+from paperless_remote.checks import check_remote_parser_configured
+
+__all__ = ["check_remote_parser_configured"]
--- a/src/paperless_remote/apps.py
+++ b/src/paperless_remote/apps.py
@@ -0,0 +1,14 @@
+from django.apps import AppConfig
+
+from paperless_remote.signals import remote_consumer_declaration
+
+
+class PaperlessRemoteParserConfig(AppConfig):
+    name = "paperless_remote"
+
+    def ready(self):
+        from documents.signals import document_consumer_declaration
+
+        document_consumer_declaration.connect(remote_consumer_declaration)
+
+        AppConfig.ready(self)
--- a/src/paperless_remote/checks.py
+++ b/src/paperless_remote/checks.py
@@ -0,0 +1,15 @@
+from django.conf import settings
+from django.core.checks import Error
+from django.core.checks import register
+
+
+@register()
+def check_remote_parser_configured(app_configs, **kwargs):
+    if settings.REMOTE_OCR_ENGINE == "azureai" and not settings.REMOTE_OCR_ENDPOINT:
+        return [
+            Error(
+                "Azure AI remote parser requires endpoint to be configured.",
+            ),
+        ]
+
+    return []
--- a/src/paperless_remote/parsers.py
+++ b/src/paperless_remote/parsers.py
@@ -0,0 +1,113 @@
+from pathlib import Path
+
+from django.conf import settings
+
+from paperless_tesseract.parsers import RasterisedDocumentParser
+
+
+class RemoteEngineConfig:
+    def __init__(
+        self,
+        engine: str,
+        api_key: str | None = None,
+        endpoint: str | None = None,
+    ):
+        self.engine = engine
+        self.api_key = api_key
+        self.endpoint = endpoint
+
+    def engine_is_valid(self):
+        valid = self.engine in ["azureai"] and self.api_key is not None
+        if self.engine == "azureai":
+            valid = valid and self.endpoint is not None
+        return valid
+
+
+class RemoteDocumentParser(RasterisedDocumentParser):
+    """
+    This parser uses a remote OCR engine to parse documents. Currently, it supports Azure AI Vision
+    as this is the only service that provides a remote OCR API with text-embedded PDF output.
+    """
+
+    logging_name = "paperless.parsing.remote"
+
+    def get_settings(self) -> RemoteEngineConfig:
+        """
+        Returns the configuration for the remote OCR engine, loaded from Django settings.
+        """
+        return RemoteEngineConfig(
+            engine=settings.REMOTE_OCR_ENGINE,
+            api_key=settings.REMOTE_OCR_API_KEY,
+            endpoint=settings.REMOTE_OCR_ENDPOINT,
+        )
+
+    def supported_mime_types(self):
+        if self.settings.engine_is_valid():
+            return {
+                "application/pdf": ".pdf",
+                "image/png": ".png",
+                "image/jpeg": ".jpg",
+                "image/tiff": ".tiff",
+                "image/bmp": ".bmp",
+                "image/gif": ".gif",
+                "image/webp": ".webp",
+            }
+        else:
+            return {}
+
+    def azure_ai_vision_parse(
+        self,
+        file: Path,
+    ) -> str | None:
+        """
+        Uses Azure AI Vision to parse the document and return the text content.
+        It requests a searchable PDF output with embedded text.
+        The PDF is saved to the archive_path attribute.
+        Returns the text content extracted from the document.
+        If the parsing fails, it returns None.
+        """
+        from azure.ai.documentintelligence import DocumentIntelligenceClient
+        from azure.ai.documentintelligence.models import AnalyzeDocumentRequest
+        from azure.ai.documentintelligence.models import AnalyzeOutputOption
+        from azure.ai.documentintelligence.models import DocumentContentFormat
+        from azure.core.credentials import AzureKeyCredential
+
+        client = DocumentIntelligenceClient(
+            endpoint=self.settings.endpoint,
+            credential=AzureKeyCredential(self.settings.api_key),
+        )
+
+        with file.open("rb") as f:
+            analyze_request = AnalyzeDocumentRequest(bytes_source=f.read())
+            poller = client.begin_analyze_document(
+                model_id="prebuilt-read",
+                body=analyze_request,
+                output_content_format=DocumentContentFormat.TEXT,
+                output=[AnalyzeOutputOption.PDF],  # request searchable PDF output
+                content_type="application/json",
+            )
+
+        poller.wait()
+        result_id = poller.details["operation_id"]
+        result = poller.result()
+
+        # Download the PDF with embedded text
+        self.archive_path = Path(self.tempdir) / "archive.pdf"
+        with self.archive_path.open("wb") as f:
+            for chunk in client.get_analyze_result_pdf(
+                model_id="prebuilt-read",
+                result_id=result_id,
+            ):
+                f.write(chunk)
+
+        return result.content
+
+    def parse(self, document_path: Path, mime_type, file_name=None):
+        if not self.settings.engine_is_valid():
+            self.log.warning(
+                "No valid remote parser engine is configured, content will be empty.",
+            )
+            self.text = ""
+            return
+        elif self.settings.engine == "azureai":
+            self.text = self.azure_ai_vision_parse(document_path)
--- a/src/paperless_remote/signals.py
+++ b/src/paperless_remote/signals.py
@@ -0,0 +1,18 @@
+def get_parser(*args, **kwargs):
+    from paperless_remote.parsers import RemoteDocumentParser
+
+    return RemoteDocumentParser(*args, **kwargs)
+
+
+def get_supported_mime_types():
+    from paperless_remote.parsers import RemoteDocumentParser
+
+    return RemoteDocumentParser(None).supported_mime_types()
+
+
+def remote_consumer_declaration(sender, **kwargs):
+    return {
+        "parser": get_parser,
+        "weight": 5,
+        "mime_types": get_supported_mime_types(),
+    }
--- a/src/paperless_remote/tests/init.py
+++ b/src/paperless_remote/tests/init.py
--- a/src/paperless_remote/tests/samples/simple-digital.pdf
+++ b/src/paperless_remote/tests/samples/simple-digital.pdf
--- a/src/paperless_remote/tests/test_checks.py
+++ b/src/paperless_remote/tests/test_checks.py
@@ -0,0 +1,29 @@
+from django.test import TestCase
+from django.test import override_settings
+
+from paperless_remote import check_remote_parser_configured
+
+
+class TestChecks(TestCase):
+    @override_settings(REMOTE_OCR_ENGINE=None)
+    def test_no_engine(self):
+        msgs = check_remote_parser_configured(None)
+        self.assertEqual(len(msgs), 0)
+
+    @override_settings(REMOTE_OCR_ENGINE="azureai")
+    @override_settings(REMOTE_OCR_API_KEY="somekey")
+    @override_settings(REMOTE_OCR_ENDPOINT=None)
+    def test_azure_no_endpoint(self):
+        msgs = check_remote_parser_configured(None)
+        self.assertEqual(len(msgs), 1)
+        self.assertTrue(
+            msgs[0].msg.startswith(
+                "Azure AI remote parser requires endpoint to be configured.",
+            ),
+        )
+
+    @override_settings(REMOTE_OCR_ENGINE="something")
+    @override_settings(REMOTE_OCR_API_KEY="somekey")
+    def test_valid_configuration(self):
+        msgs = check_remote_parser_configured(None)
+        self.assertEqual(len(msgs), 0)
--- a/src/paperless_remote/tests/test_parser.py
+++ b/src/paperless_remote/tests/test_parser.py
@@ -0,0 +1,101 @@
+import uuid
+from pathlib import Path
+from unittest import mock
+
+from django.test import TestCase
+from django.test import override_settings
+
+from documents.tests.utils import DirectoriesMixin
+from documents.tests.utils import FileSystemAssertsMixin
+from paperless_remote.parsers import RemoteDocumentParser
+from paperless_remote.signals import get_parser
+
+
+class TestParser(DirectoriesMixin, FileSystemAssertsMixin, TestCase):
+    SAMPLE_FILES = Path(__file__).resolve().parent / "samples"
+
+    def assertContainsStrings(self, content, strings):
+        # Asserts that all strings appear in content, in the given order.
+        indices = []
+        for s in strings:
+            if s in content:
+                indices.append(content.index(s))
+            else:
+                self.fail(f"'{s}' is not in '{content}'")
+        self.assertListEqual(indices, sorted(indices))
+
+    @mock.patch("paperless_tesseract.parsers.run_subprocess")
+    @mock.patch("azure.ai.documentintelligence.DocumentIntelligenceClient")
+    def test_get_text_with_azure(self, mock_client_cls, mock_subprocess):
+        # Arrange mock Azure client
+        mock_client = mock.Mock()
+        mock_client_cls.return_value = mock_client
+
+        # Simulate poller result and its `.details`
+        mock_poller = mock.Mock()
+        mock_poller.wait.return_value = None
+        mock_poller.details = {"operation_id": "fake-op-id"}
+        mock_client.begin_analyze_document.return_value = mock_poller
+        mock_poller.result.return_value.content = "This is a test document."
+
+        # Return dummy PDF bytes
+        mock_client.get_analyze_result_pdf.return_value = [
+            b"%PDF-",
+            b"1.7 ",
+            b"FAKEPDF",
+        ]
+
+        # Simulate pdftotext by writing dummy text to sidecar file
+        def fake_run(cmd, *args, **kwargs):
+            with Path(cmd[-1]).open("w", encoding="utf-8") as f:
+                f.write("This is a test document.")
+
+        mock_subprocess.side_effect = fake_run
+
+        with override_settings(
+            REMOTE_OCR_ENGINE="azureai",
+            REMOTE_OCR_API_KEY="somekey",
+            REMOTE_OCR_ENDPOINT="https://endpoint.cognitiveservices.azure.com",
+        ):
+            parser = get_parser(uuid.uuid4())
+            parser.parse(
+                self.SAMPLE_FILES / "simple-digital.pdf",
+                "application/pdf",
+            )
+
+            self.assertContainsStrings(
+                parser.text.strip(),
+                ["This is a test document."],
+            )
+
+    @override_settings(
+        REMOTE_OCR_ENGINE="azureai",
+        REMOTE_OCR_API_KEY="key",
+        REMOTE_OCR_ENDPOINT="https://endpoint.cognitiveservices.azure.com",
+    )
+    def test_supported_mime_types_valid_config(self):
+        parser = RemoteDocumentParser(uuid.uuid4())
+        expected_types = {
+            "application/pdf": ".pdf",
+            "image/png": ".png",
+            "image/jpeg": ".jpg",
+            "image/tiff": ".tiff",
+            "image/bmp": ".bmp",
+            "image/gif": ".gif",
+            "image/webp": ".webp",
+        }
+        self.assertEqual(parser.supported_mime_types(), expected_types)
+
+    def test_supported_mime_types_invalid_config(self):
+        parser = get_parser(uuid.uuid4())
+        self.assertEqual(parser.supported_mime_types(), {})
+
+    @override_settings(
+        REMOTE_OCR_ENGINE=None,
+        REMOTE_OCR_API_KEY=None,
+        REMOTE_OCR_ENDPOINT=None,
+    )
+    def test_parse_with_invalid_config(self):
+        parser = get_parser(uuid.uuid4())
+        parser.parse(self.SAMPLE_FILES / "simple-digital.pdf", "application/pdf")
+        self.assertEqual(parser.text, "")
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 [[package]]
Author	SHA1	Message	Date
shamoon	1e6dfc4481	Merge branch 'dev' into feature-remote-ocr-2	2025-08-26 13:30:39 -07:00
shamoon	7cc0750066	Add note on costs and limitations for Azure OCR	2025-08-24 05:47:07 -07:00
shamoon	bd6585d3b4	Merge branch 'dev' into feature-remote-ocr-2	2025-08-22 08:54:26 -07:00
shamoon	717e828a1d	Merge branch 'dev' into feature-remote-ocr-2	2025-08-17 21:25:14 -07:00
shamoon	07381d48e6	Merge branch 'dev' into feature-remote-ocr-2	2025-08-17 07:49:58 -07:00
shamoon	dd0ffaf312	Merge branch 'dev' into feature-remote-ocr-2	2025-08-11 10:48:36 -07:00
shamoon	264504affc	Fix consumer declaration file extensions	2025-08-10 05:32:52 -07:00
shamoon	4feedf2add	Merge branch 'dev' into feature-remote-ocr-2	2025-08-06 16:04:25 -04:00
shamoon	2f76cf9831	Merge branch 'dev' into feature-remote-ocr-2	2025-08-01 23:55:49 -04:00
shamoon	1002d37f6b	Update test_parser.py	2025-07-09 11:05:37 -07:00
shamoon	d260a94740	Update parsers.py	2025-07-09 11:02:57 -07:00
shamoon	88c69b83ea	Update index.md	2025-07-09 11:00:12 -07:00
shamoon	2557ee2014	Update docs to mention remote OCR with Azure AI	2025-07-09 09:53:30 -07:00
shamoon	3c75deed80	Add paperless_remote tests to testpaths	2025-07-08 14:19:45 -07:00
shamoon	d05343c927	Test fixes / coverage	2025-07-08 14:19:45 -07:00
shamoon	e7972b7eaf	Coverage	2025-07-08 14:19:45 -07:00
shamoon	75a091cc0d	Fix test	2025-07-08 14:19:44 -07:00
shamoon	dca74803fd	Use output_content_format poller.result to get clean content	2025-07-08 14:19:44 -07:00
shamoon	3cf3d868d0	Some docs	2025-07-08 14:19:43 -07:00
shamoon	bf4fc6604a	Test	2025-07-08 14:19:43 -07:00
shamoon	e8c1eb86fa	This actually works [ci skip]	2025-07-08 14:19:43 -07:00
shamoon	c3dad3cf69	Basic parse	2025-07-08 14:19:42 -07:00
shamoon	811bd66088	Ok, restart implementing this with just azure [ci skip]	2025-07-08 14:19:42 -07:00