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

2025-11-25 23:59:09 -06:00 · 2025-11-22 13:18:50 -08:00 · 2025-11-19 23:49:11 -08:00 · 2025-11-18 12:08:38 -08:00 · 2025-11-18 12:07:16 -08:00 · 2025-11-17 20:54:37 -08:00
20 changed files with 493 additions and 158 deletions
--- a/docker/rootfs/etc/s6-overlay/s6-rc.d/init-wait-for-db/run
+++ b/docker/rootfs/etc/s6-overlay/s6-rc.d/init-wait-for-db/run
@@ -50,9 +50,8 @@ wait_for_mariadb() {

 	local -r host="${PAPERLESS_DBHOST:-localhost}"
 	local -r port="${PAPERLESS_DBPORT:-3306}"
-	local -r user="${PAPERLESS_DBUSER:-paperless}"

-	while ! mariadb-admin --host="${host}" --port="${port}" --user="${user}" ping --silent >/dev/null 2>&1; do
+	while ! mariadb-admin --host="$host" --port="$port" ping --silent >/dev/null 2>&1; do
 		delay_next_attempt
 	done
 	echo "${LOG_PREFIX} Connected to MariaDB"
--- a/docs/changelog.md
+++ b/docs/changelog.md
@@ -1,80 +1,5 @@
 # Changelog

-## paperless-ngx 2.20.0
-
-### Notable Changes
-
-   Feature: Upgrade underlying Docker image to Trixie [@stumpylog](https://github.com/stumpylog) ([#10562](https://github.com/paperless-ngx/paperless-ngx/pull/10562))
-
-### Features / Enhancements
-
-   Feature: Upgrade underlying Docker image to Trixie [@stumpylog](https://github.com/stumpylog) ([#10562](https://github.com/paperless-ngx/paperless-ngx/pull/10562))
-   Fixhancement: more log viewer improvements [@shamoon](https://github.com/shamoon) ([#11426](https://github.com/paperless-ngx/paperless-ngx/pull/11426))
-   Performance: Replace duplicated static files with symlinks [@stumpylog](https://github.com/stumpylog) ([#11418](https://github.com/paperless-ngx/paperless-ngx/pull/11418))
-   Enhancement: add more relative dates, support modified [@shamoon](https://github.com/shamoon) ([#11411](https://github.com/paperless-ngx/paperless-ngx/pull/11411))
-   Performance: make move files after select custom field change async [@shamoon](https://github.com/shamoon) ([#11391](https://github.com/paperless-ngx/paperless-ngx/pull/11391))
-   Enhancement: Use a better check for the MariaDB server to be ready [@stumpylog](https://github.com/stumpylog) ([#11396](https://github.com/paperless-ngx/paperless-ngx/pull/11396))
-   Enhancement: speed-up docker container startup [@flrgh](https://github.com/flrgh) ([#11134](https://github.com/paperless-ngx/paperless-ngx/pull/11134))
-
-### Bug Fixes
-
-   Fix: prevent focus loss from change detection in cf query dropdown [@shamoon](https://github.com/shamoon) ([#11409](https://github.com/paperless-ngx/paperless-ngx/pull/11409))
-   Fix: sort editing filterable dropdowns sooner [@shamoon](https://github.com/shamoon) ([#11404](https://github.com/paperless-ngx/paperless-ngx/pull/11404))
-   Fix: support for custom field ordering w advanced search [@shamoon](https://github.com/shamoon) ([#11383](https://github.com/paperless-ngx/paperless-ngx/pull/11383))
-
-### Maintenance
-
-   Chore(deps): Bump the actions group with 7 updates @[dependabot[bot]](https://github.com/apps/dependabot) ([#11259](https://github.com/paperless-ngx/paperless-ngx/pull/11259))
-
-### Dependencies
-
-<details>
-<summary>16 changes</summary>
-
-   Chore: Upgrades psycopg to 3.2.12 [@stumpylog](https://github.com/stumpylog) ([#11420](https://github.com/paperless-ngx/paperless-ngx/pull/11420))
-   Chore(deps-dev): Bump glob from 10.4.1 to 10.5.0 in /src/paperless_mail/templates @[dependabot[bot]](https://github.com/apps/dependabot) ([#11413](https://github.com/paperless-ngx/paperless-ngx/pull/11413))
-   docker-compose(deps): bump gotenberg/gotenberg from 8.24 to 8.25 in /docker/compose @[dependabot[bot]](https://github.com/apps/dependabot) ([#11393](https://github.com/paperless-ngx/paperless-ngx/pull/11393))
-   Chore(deps): Bump the frontend-angular-dependencies group in /src-ui with 21 updates @[dependabot[bot]](https://github.com/apps/dependabot) ([#11260](https://github.com/paperless-ngx/paperless-ngx/pull/11260))
-   Chore(deps-dev): Bump @playwright/test from 1.55.1 to 1.56.1 in /src-ui @[dependabot[bot]](https://github.com/apps/dependabot) ([#11263](https://github.com/paperless-ngx/paperless-ngx/pull/11263))
-   Chore(deps-dev): Bump webpack from 5.102.0 to 5.102.1 in /src-ui @[dependabot[bot]](https://github.com/apps/dependabot) ([#11264](https://github.com/paperless-ngx/paperless-ngx/pull/11264))
-   Chore(deps-dev): Bump the frontend-eslint-dependencies group in /src-ui with 4 updates @[dependabot[bot]](https://github.com/apps/dependabot) ([#11262](https://github.com/paperless-ngx/paperless-ngx/pull/11262))
-   Chore(deps-dev): Bump jest-preset-angular from 15.0.2 to 15.0.3 in /src-ui in the frontend-jest-dependencies group @[dependabot[bot]](https://github.com/apps/dependabot) ([#11261](https://github.com/paperless-ngx/paperless-ngx/pull/11261))
-   Chore(deps-dev): Bump @types/node from 24.6.1 to 24.9.2 in /src-ui @[dependabot[bot]](https://github.com/apps/dependabot) ([#11265](https://github.com/paperless-ngx/paperless-ngx/pull/11265))
-   Chore(deps): Bump the small-changes group across 1 directory with 11 updates @[dependabot[bot]](https://github.com/apps/dependabot) ([#11337](https://github.com/paperless-ngx/paperless-ngx/pull/11337))
-   Chore(deps): Bump django-auditlog from 3.2.1 to 3.3.0 @[dependabot[bot]](https://github.com/apps/dependabot) ([#11021](https://github.com/paperless-ngx/paperless-ngx/pull/11021))
-   Chore(deps): Bump the actions group with 7 updates @[dependabot[bot]](https://github.com/apps/dependabot) ([#11259](https://github.com/paperless-ngx/paperless-ngx/pull/11259))
-   Chore(deps): Bump drf-spectacular-sidecar from 2025.9.1 to 2025.10.1 @[dependabot[bot]](https://github.com/apps/dependabot) ([#11019](https://github.com/paperless-ngx/paperless-ngx/pull/11019))
-   Chore(deps): Bump django-filter from 25.1 to 25.2 @[dependabot[bot]](https://github.com/apps/dependabot) ([#11020](https://github.com/paperless-ngx/paperless-ngx/pull/11020))
-   Chore(deps): Update django-allauth[mfa,socialaccount] requirement from ~=65.4.0 to ~=65.12.1 @[dependabot[bot]](https://github.com/apps/dependabot) ([#11198](https://github.com/paperless-ngx/paperless-ngx/pull/11198))
-   docker(deps): bump astral-sh/uv from 0.9.9-python3.12-bookworm-slim to 0.9.10-python3.12-bookworm-slim @[dependabot[bot]](https://github.com/apps/dependabot) ([#11394](https://github.com/paperless-ngx/paperless-ngx/pull/11394))
-</details>
-
-### All App Changes
-
-<details>
-<summary>19 changes</summary>
-
-   Fixhancement: more log viewer improvements [@shamoon](https://github.com/shamoon) ([#11426](https://github.com/paperless-ngx/paperless-ngx/pull/11426))
-   Chore: Upgrades psycopg to 3.2.12 [@stumpylog](https://github.com/stumpylog) ([#11420](https://github.com/paperless-ngx/paperless-ngx/pull/11420))
-   Enhancement: add more relative dates, support modified [@shamoon](https://github.com/shamoon) ([#11411](https://github.com/paperless-ngx/paperless-ngx/pull/11411))
-   Chore(deps-dev): Bump glob from 10.4.1 to 10.5.0 in /src/paperless_mail/templates @[dependabot[bot]](https://github.com/apps/dependabot) ([#11413](https://github.com/paperless-ngx/paperless-ngx/pull/11413))
-   Performance: make move files after select custom field change async [@shamoon](https://github.com/shamoon) ([#11391](https://github.com/paperless-ngx/paperless-ngx/pull/11391))
-   Fix: prevent focus loss from change detection in cf query dropdown [@shamoon](https://github.com/shamoon) ([#11409](https://github.com/paperless-ngx/paperless-ngx/pull/11409))
-   Fix: sort editing filterable dropdowns sooner [@shamoon](https://github.com/shamoon) ([#11404](https://github.com/paperless-ngx/paperless-ngx/pull/11404))
-   Chore(deps): Bump the frontend-angular-dependencies group in /src-ui with 21 updates @[dependabot[bot]](https://github.com/apps/dependabot) ([#11260](https://github.com/paperless-ngx/paperless-ngx/pull/11260))
-   Chore(deps-dev): Bump @playwright/test from 1.55.1 to 1.56.1 in /src-ui @[dependabot[bot]](https://github.com/apps/dependabot) ([#11263](https://github.com/paperless-ngx/paperless-ngx/pull/11263))
-   Chore(deps-dev): Bump webpack from 5.102.0 to 5.102.1 in /src-ui @[dependabot[bot]](https://github.com/apps/dependabot) ([#11264](https://github.com/paperless-ngx/paperless-ngx/pull/11264))
-   Chore(deps-dev): Bump the frontend-eslint-dependencies group in /src-ui with 4 updates @[dependabot[bot]](https://github.com/apps/dependabot) ([#11262](https://github.com/paperless-ngx/paperless-ngx/pull/11262))
-   Chore(deps-dev): Bump jest-preset-angular from 15.0.2 to 15.0.3 in /src-ui in the frontend-jest-dependencies group @[dependabot[bot]](https://github.com/apps/dependabot) ([#11261](https://github.com/paperless-ngx/paperless-ngx/pull/11261))
-   Chore(deps-dev): Bump @types/node from 24.6.1 to 24.9.2 in /src-ui @[dependabot[bot]](https://github.com/apps/dependabot) ([#11265](https://github.com/paperless-ngx/paperless-ngx/pull/11265))
-   Chore(deps): Bump the small-changes group across 1 directory with 11 updates @[dependabot[bot]](https://github.com/apps/dependabot) ([#11337](https://github.com/paperless-ngx/paperless-ngx/pull/11337))
-   Chore(deps): Bump django-auditlog from 3.2.1 to 3.3.0 @[dependabot[bot]](https://github.com/apps/dependabot) ([#11021](https://github.com/paperless-ngx/paperless-ngx/pull/11021))
-   Chore(deps): Bump drf-spectacular-sidecar from 2025.9.1 to 2025.10.1 @[dependabot[bot]](https://github.com/apps/dependabot) ([#11019](https://github.com/paperless-ngx/paperless-ngx/pull/11019))
-   Chore(deps): Bump django-filter from 25.1 to 25.2 @[dependabot[bot]](https://github.com/apps/dependabot) ([#11020](https://github.com/paperless-ngx/paperless-ngx/pull/11020))
-   Chore(deps): Update django-allauth[mfa,socialaccount] requirement from ~=65.4.0 to ~=65.12.1 @[dependabot[bot]](https://github.com/apps/dependabot) ([#11198](https://github.com/paperless-ngx/paperless-ngx/pull/11198))
-   Fix: support for custom field ordering w advanced search [@shamoon](https://github.com/shamoon) ([#11383](https://github.com/paperless-ngx/paperless-ngx/pull/11383))
-</details>
-
 ## paperless-ngx 2.19.6

 ### Bug Fixes
--- a/docs/configuration.md
+++ b/docs/configuration.md
@@ -1794,3 +1794,23 @@ 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
@@ -892,6 +892,21 @@ 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
@@ -1,6 +1,6 @@
 [project]
 name = "paperless-ngx"
-version = "2.20.0"
+version = "2.19.6"
 description = "A community-supported supercharged document management system: scan, index and archive all your physical documents"
 readme = "README.md"
 requires-python = ">=3.10"
@@ -16,6 +16,7 @@ classifiers = [
 # This will allow testing to not install a webserver, mysql, etc

 dependencies = [
+  "azure-ai-documentintelligence>=1.0.2",
  "babel>=2.17",
  "bleach~=6.3.0",
  "celery[redis]~=5.5.1",
@@ -83,7 +84,7 @@ optional-dependencies.postgres = [
  "psycopg-pool==3.2.7",
 ]
 optional-dependencies.webserver = [
-  "granian[uvloop]~=2.6.0",
+  "granian[uvloop]~=2.5.1",
 ]

 [dependency-groups]
@@ -252,6 +253,7 @@ testpaths = [
  "src/paperless_tesseract/tests/",
  "src/paperless_tika/tests",
  "src/paperless_text/tests/",
+  "src/paperless_remote/tests/",
 ]
 addopts = [
  "--pythonwarnings=all",
--- a/src-ui/package.json
+++ b/src-ui/package.json
@@ -1,6 +1,6 @@
 {
  "name": "paperless-ngx-ui",
-  "version": "2.20.0",
+  "version": "2.19.6",
  "scripts": {
    "preinstall": "npx only-allow pnpm",
    "ng": "ng",
--- a/src-ui/src/environments/environment.prod.ts
+++ b/src-ui/src/environments/environment.prod.ts
@@ -6,7 +6,7 @@ export const environment = {
  apiVersion: '9', // match src/paperless/settings.py
  appTitle: 'Paperless-ngx',
  tag: 'prod',
-  version: '2.20.0',
+  version: '2.19.6',
  webSocketHost: window.location.host,
  webSocketProtocol: window.location.protocol == 'https:' ? 'wss:' : 'ws:',
  webSocketBaseUrl: base_url.pathname + 'ws/',
--- a/src/paperless/settings.py
+++ b/src/paperless/settings.py
@@ -322,6 +322,7 @@ 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",
@@ -1401,3 +1402,10 @@ 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/version.py
+++ b/src/paperless/version.py
@@ -1,6 +1,6 @@
 from typing import Final

-__version__: Final[tuple[int, int, int]] = (2, 20, 0)
+__version__: Final[tuple[int, int, int]] = (2, 19, 6)
 # Version string like X.Y.Z
 __full_version_str__: Final[str] = ".".join(map(str, __version__))
 # Version string like X.Y
--- 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 +1,17 @@
+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 and settings.REMOTE_OCR_API_KEY
+    ):
+        return [
+            Error(
+                "Azure AI remote parser requires endpoint and API key to be configured.",
+            ),
+        ]
+
+    return []
--- a/src/paperless_remote/parsers.py
+++ b/src/paperless_remote/parsers.py
@@ -0,0 +1,118 @@
+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),
+        )
+
+        try:
+            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 = 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
+        except Exception as e:
+            self.log.error(f"Azure AI Vision parsing failed: {e}")
+        finally:
+            client.close()
+
+        return None
+
+    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 = ""
+        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 +1,24 @@
+from unittest 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 and API key to be configured.",
+            ),
+        )
--- a/src/paperless_remote/tests/test_parser.py
+++ b/src/paperless_remote/tests/test_parser.py
@@ -0,0 +1,128 @@
+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: str, strings: list[str]):
+        # 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."],
+            )
+
+    @mock.patch("azure.ai.documentintelligence.DocumentIntelligenceClient")
+    def test_get_text_with_azure_error_logged_and_returns_none(self, mock_client_cls):
+        mock_client = mock.Mock()
+        mock_client.begin_analyze_document.side_effect = RuntimeError("fail")
+        mock_client_cls.return_value = mock_client
+
+        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())
+            with mock.patch.object(parser.log, "error") as mock_log_error:
+                parser.parse(
+                    self.SAMPLE_FILES / "simple-digital.pdf",
+                    "application/pdf",
+                )
+
+        self.assertIsNone(parser.text)
+        mock_client.begin_analyze_document.assert_called_once()
+        mock_client.close.assert_called_once()
+        mock_log_error.assert_called_once()
+        self.assertIn(
+            "Azure AI Vision parsing failed",
+            mock_log_error.call_args[0][0],
+        )
+
+    @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, "")
--- a/uv.lock
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+[[package]]
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+dependencies = [
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+version = "1.33.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
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+    { name = "typing-extensions", marker = "sys_platform == 'darwin' or sys_platform == 'linux'" },
+]
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+wheels = [
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+
 [[package]]
 name = "babel"
 version = "2.17.0"
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 [[package]]
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 dependencies = [
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@@ -2251,6 +2292,7 @@ typing = [

 [package.metadata]
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Author	SHA1	Message	Date
shamoon	6a5ea49715	Merge branch 'dev' into feature-remote-ocr-2	2025-11-22 13:18:50 -08:00
shamoon	7d2fe630a5	Merge branch 'dev' into feature-remote-ocr-2	2025-11-19 23:49:11 -08:00
shamoon	c29dd5485b	Merge branch 'dev' into feature-remote-ocr-2	2025-11-18 12:08:38 -08:00
shamoon	cef100a955	Wrap in try/catch	2025-11-18 12:07:16 -08:00
shamoon	4f53d1b6ee	Merge branch 'dev' into feature-remote-ocr-2	2025-11-17 20:54:37 -08:00
shamoon	23cea77548	Merge branch 'dev' into feature-remote-ocr-2	2025-11-17 18:49:01 -08:00
shamoon	4900af93c6	Merge branch 'dev' into feature-remote-ocr-2	2025-11-15 13:49:39 -08:00
shamoon	ef834ae808	Merge branch 'dev' into feature-remote-ocr-2	2025-11-13 15:45:08 -08:00
shamoon	0537e87cb5	Merge branch 'dev' into feature-remote-ocr-2	2025-11-06 11:46:02 -08:00
shamoon	b4da5c3cd1	Merge branch 'dev' into feature-remote-ocr-2	2025-11-04 16:24:26 -08:00
shamoon	251b0fb3d6	Merge branch 'dev' into feature-remote-ocr-2	2025-11-04 08:24:02 -08:00
shamoon	32bdf11f7f	Merge branch 'dev' into feature-remote-ocr-2	2025-11-02 08:14:04 -08:00
shamoon	0627ca69f5	Merge branch 'dev' into feature-remote-ocr-2	2025-10-29 11:13:53 -07:00
shamoon	f5525bbdff	Merge branch 'dev' into feature-remote-ocr-2	2025-10-27 21:22:42 -07:00
shamoon	a21a2a41a8	Merge branch 'dev' into feature-remote-ocr-2	2025-10-26 07:41:51 -07:00
shamoon	cc73ed8b86	Merge branch 'dev' into feature-remote-ocr-2	2025-10-24 16:48:07 -07:00
shamoon	0c706b2316	Merge branch 'dev' into feature-remote-ocr-2	2025-10-23 16:38:35 -07:00
shamoon	85b7b6874d	Merge branch 'dev' into feature-remote-ocr-2	2025-10-22 21:53:07 -07:00
shamoon	56b26185fa	Merge branch 'dev' into feature-remote-ocr-2	2025-10-21 08:23:20 -07:00
shamoon	6537fade7b	Merge branch 'dev' into feature-remote-ocr-2	2025-10-15 16:04:02 -07:00
shamoon	9f8090816f	Merge branch 'dev' into feature-remote-ocr-2	2025-10-09 12:54:58 -07:00
shamoon	1de7c52478	Merge branch 'dev' into feature-remote-ocr-2	2025-10-01 19:24:38 -07:00
shamoon	9aaaa6f069	Merge branch 'dev' into feature-remote-ocr-2	2025-09-30 09:14:56 -07:00
shamoon	c3a20b7797	Merge branch 'dev' into feature-remote-ocr-2	2025-09-28 15:06:37 -07:00
shamoon	476556379b	Merge branch 'dev' into feature-remote-ocr-2	2025-09-24 13:46:49 -07:00
shamoon	e5cafff043	Merge branch 'dev' into feature-remote-ocr-2	2025-09-22 13:42:55 -07:00
shamoon	8e0d574e99	Merge branch 'dev' into feature-remote-ocr-2	2025-09-21 16:18:13 -07:00
shamoon	8a5820328e	Sonar suggestions	2025-09-17 19:18:47 -07:00
shamoon	809d62a2f4	Merge branch 'dev' into feature-remote-ocr-2	2025-09-17 16:51:23 -07:00
shamoon	0d87f94b9b	Merge branch 'dev' into feature-remote-ocr-2	2025-09-14 14:01:35 -07:00
shamoon	315b90f8e5	Add typing to assertContainsStrings test util	2025-09-11 13:56:14 -07:00
shamoon	47b2d2964b	Use regular testcase instead of django, config check test	2025-09-11 13:52:10 -07:00
shamoon	e05639ae4e	tempdir already a path	2025-09-11 13:49:30 -07:00
shamoon	f400a8cb2f	Close client	2025-09-11 13:49:06 -07:00
shamoon	26abcf5612	Also ensure API key is set	2025-09-11 13:48:06 -07:00
shamoon	afde52430d	Merge branch 'dev' into feature-remote-ocr-2	2025-09-11 13:25:53 -07:00
shamoon	716f2da652	Merge branch 'dev' into feature-remote-ocr-2	2025-09-08 11:36:49 -07:00
shamoon	c54073b7c2	Merge branch 'dev' into feature-remote-ocr-2	2025-09-04 09:16:59 -07:00
shamoon	247e6f39dc	Merge branch 'dev' into feature-remote-ocr-2	2025-09-01 20:10:40 -07:00
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