Use the shared stuff with LLM endpoint

docker/rootfs/etc/s6-overlay/s6-rc.d/init-migrations/run

@@ -10,10 +10,12 @@ cd "${PAPERLESS_SRC_DIR}"
 
 # The whole migrate, with flock, needs to run as the right user
 if [[ -n "${USER_IS_NON_ROOT}" ]]; then
-	python3 manage.py check --tag compatibility paperless || exit 1
+	exec s6-setlock -n "${data_dir}/migration_lock" python3 manage.py check --tag compatibility paperless
 	exec s6-setlock -n "${data_dir}/migration_lock" python3 manage.py migrate --skip-checks --no-input
 else
-	s6-setuidgid paperless python3 manage.py check --tag compatibility paperless  || exit 1
+	exec s6-setuidgid paperless \
+		s6-setlock -n "${data_dir}/migration_lock" \
+		python3 manage.py check --tag compatibility paperless
 	exec s6-setuidgid paperless \
 		s6-setlock -n "${data_dir}/migration_lock" \
 		python3 manage.py migrate --skip-checks --no-input

docs/configuration.md

@@ -1947,6 +1947,12 @@ current backend. If not supplied, defaults to "gpt-3.5-turbo" for OpenAI and "ll
 
     Defaults to None.
 
+#### [`PAPERLESS_AI_LLM_ALLOW_INTERNAL_ENDPOINTS=<bool>`](#PAPERLESS_AI_LLM_ALLOW_INTERNAL_ENDPOINTS) {#PAPERLESS_AI_LLM_ALLOW_INTERNAL_ENDPOINTS}
+
+: If set to false, Paperless blocks AI endpoint URLs that resolve to non-public addresses (e.g., localhost, etc).
+
+    Defaults to true, which allows internal endpoints.
+
 #### [`PAPERLESS_AI_LLM_INDEX_TASK_CRON=<cron expression>`](#PAPERLESS_AI_LLM_INDEX_TASK_CRON) {#PAPERLESS_AI_LLM_INDEX_TASK_CRON}
 
 : Configures the schedule to update the AI embeddings of text content and metadata for all documents. Only performed if

pyproject.toml

@@ -42,10 +42,10 @@ dependencies = [
   "djangorestframework~=3.16",
   "djangorestframework-guardian~=0.4.0",
   "drf-spectacular~=0.28",
-  "drf-spectacular-sidecar~=2026.3.1",
+  "drf-spectacular-sidecar~=2026.1.1",
   "drf-writable-nested~=0.7.1",
   "faiss-cpu>=1.10",
-  "filelock~=3.25.2",
+  "filelock~=3.20.3",
   "flower~=2.0.1",
   "gotenberg-client~=0.13.1",
   "httpx-oauth~=0.16",
@@ -72,7 +72,7 @@ dependencies = [
   "rapidfuzz~=3.14.0",
   "redis[hiredis]~=5.2.1",
   "regex>=2025.9.18",
-  "scikit-learn~=1.8.0",
+  "scikit-learn~=1.7.0",
   "sentence-transformers>=4.1",
   "setproctitle~=1.3.4",
   "tika-client~=0.10.0",
@@ -111,7 +111,7 @@ docs = [
 testing = [
   "daphne",
   "factory-boy~=3.3.1",
-  "faker~=40.8.0",
+  "faker~=40.5.1",
   "imagehash",
   "pytest~=9.0.0",
   "pytest-cov~=7.0.0",

src/documents/tests/test_api_app_config.py

@@ -5,6 +5,7 @@ from unittest.mock import patch
 
 from django.contrib.auth.models import User
 from django.core.files.uploadedfile import SimpleUploadedFile
+from django.test import override_settings
 from rest_framework import status
 from rest_framework.test import APITestCase
 
@@ -693,3 +694,17 @@ class TestApiAppConfig(DirectoriesMixin, APITestCase):
                 content_type="application/json",
             )
             mock_update.assert_called_once()
+
+    @override_settings(LLM_ALLOW_INTERNAL_ENDPOINTS=False)
+    def test_update_llm_endpoint_blocks_internal_endpoint_when_disallowed(self) -> None:
+        response = self.client.patch(
+            f"{self.ENDPOINT}1/",
+            json.dumps(
+                {
+                    "llm_endpoint": "http://127.0.0.1:11434",
+                },
+            ),
+            content_type="application/json",
+        )
+        self.assertEqual(response.status_code, status.HTTP_400_BAD_REQUEST)
+        self.assertIn("non-public address", str(response.data).lower())

src/documents/workflows/webhooks.py

@@ -1,12 +1,14 @@
-import ipaddress
 import logging
-import socket
-from urllib.parse import urlparse
 
 import httpx
 from celery import shared_task
 from django.conf import settings
 
+from paperless.network import format_host_for_url
+from paperless.network import is_public_ip
+from paperless.network import resolve_hostname_ips
+from paperless.network import validate_outbound_http_url
+
 logger = logging.getLogger("paperless.workflows.webhooks")
 
 
@@ -34,23 +36,19 @@ class WebhookTransport(httpx.HTTPTransport):
             raise httpx.ConnectError("No hostname in request URL")
 
         try:
-            addr_info = socket.getaddrinfo(hostname, None)
-        except socket.gaierror as e:
-            raise httpx.ConnectError(f"Could not resolve hostname: {hostname}") from e
-
-        ips = [info[4][0] for info in addr_info if info and info[4]]
-        if not ips:
-            raise httpx.ConnectError(f"Could not resolve hostname: {hostname}")
+            ips = resolve_hostname_ips(hostname)
+        except ValueError as e:
+            raise httpx.ConnectError(str(e)) from e
 
         if not self.allow_internal:
             for ip_str in ips:
-                if not WebhookTransport.is_public_ip(ip_str):
+                if not is_public_ip(ip_str):
                     raise httpx.ConnectError(
                         f"Connection blocked: {hostname} resolves to a non-public address",
                     )
 
         ip_str = ips[0]
-        formatted_ip = self._format_ip_for_url(ip_str)
+        formatted_ip = format_host_for_url(ip_str)
 
         new_headers = httpx.Headers(request.headers)
         if "host" in new_headers:
@@ -69,40 +67,6 @@ class WebhookTransport(httpx.HTTPTransport):
 
         return super().handle_request(request)
 
-    def _format_ip_for_url(self, ip: str) -> str:
-        """
-        Format IP address for use in URL (wrap IPv6 in brackets)
-        """
-        try:
-            ip_obj = ipaddress.ip_address(ip)
-            if ip_obj.version == 6:
-                return f"[{ip}]"
-            return ip
-        except ValueError:
-            return ip
-
-    @staticmethod
-    def is_public_ip(ip: str | int) -> bool:
-        try:
-            obj = ipaddress.ip_address(ip)
-            return not (
-                obj.is_private
-                or obj.is_loopback
-                or obj.is_link_local
-                or obj.is_multicast
-                or obj.is_unspecified
-            )
-        except ValueError:  # pragma: no cover
-            return False
-
-    @staticmethod
-    def resolve_first_ip(host: str) -> str | None:
-        try:
-            info = socket.getaddrinfo(host, None)
-            return info[0][4][0] if info else None
-        except Exception:  # pragma: no cover
-            return None
-
 
 @shared_task(
     retry_backoff=True,
@@ -118,21 +82,24 @@ def send_webhook(
     *,
     as_json: bool = False,
 ):
-    p = urlparse(url)
-    if p.scheme.lower() not in settings.WEBHOOKS_ALLOWED_SCHEMES or not p.hostname:
-        logger.warning("Webhook blocked: invalid scheme/hostname")
+    try:
+        parsed = validate_outbound_http_url(
+            url,
+            allowed_schemes=settings.WEBHOOKS_ALLOWED_SCHEMES,
+            allowed_ports=settings.WEBHOOKS_ALLOWED_PORTS,
+            # Internal-address checks happen in transport to preserve ConnectError behavior.
+            allow_internal=True,
+        )
+    except ValueError as e:
+        logger.warning("Webhook blocked: %s", e)
+        raise
+
+    hostname = parsed.hostname
+    if hostname is None:  # pragma: no cover
         raise ValueError("Invalid URL scheme or hostname.")
 
-    port = p.port or (443 if p.scheme == "https" else 80)
-    if (
-        len(settings.WEBHOOKS_ALLOWED_PORTS) > 0
-        and port not in settings.WEBHOOKS_ALLOWED_PORTS
-    ):
-        logger.warning("Webhook blocked: port not permitted")
-        raise ValueError("Destination port not permitted.")
-
     transport = WebhookTransport(
-        hostname=p.hostname,
+        hostname=hostname,
         allow_internal=settings.WEBHOOKS_ALLOW_INTERNAL_REQUESTS,
     )
 

src/paperless/config.py

@@ -188,6 +188,7 @@ class AIConfig(BaseConfig):
     llm_model: str = dataclasses.field(init=False)
     llm_api_key: str = dataclasses.field(init=False)
     llm_endpoint: str = dataclasses.field(init=False)
+    llm_allow_internal_endpoints: bool = dataclasses.field(init=False)
 
     def __post_init__(self) -> None:
         app_config = self._get_config_instance()
@@ -203,6 +204,7 @@ class AIConfig(BaseConfig):
         self.llm_model = app_config.llm_model or settings.LLM_MODEL
         self.llm_api_key = app_config.llm_api_key or settings.LLM_API_KEY
         self.llm_endpoint = app_config.llm_endpoint or settings.LLM_ENDPOINT
+        self.llm_allow_internal_endpoints = settings.LLM_ALLOW_INTERNAL_ENDPOINTS
 
     @property
     def llm_index_enabled(self) -> bool:

src/paperless/consumers.py

@@ -1,51 +1,62 @@
 import json
 from typing import Any
 
-from channels.generic.websocket import AsyncWebsocketConsumer
+from asgiref.sync import async_to_sync
+from channels.exceptions import AcceptConnection
+from channels.exceptions import DenyConnection
+from channels.generic.websocket import WebsocketConsumer
 
 
-class StatusConsumer(AsyncWebsocketConsumer):
-    def _authenticated(self) -> bool:
-        user: Any = self.scope.get("user")
-        return user is not None and user.is_authenticated
+class StatusConsumer(WebsocketConsumer):
+    def _authenticated(self):
+        return "user" in self.scope and self.scope["user"].is_authenticated
 
-    async def _can_view(self, data: dict[str, Any]) -> bool:
-        user: Any = self.scope.get("user")
-        if user is None:
-            return False
+    def _can_view(self, data):
+        user = self.scope.get("user") if self.scope.get("user") else None
         owner_id = data.get("owner_id")
         users_can_view = data.get("users_can_view", [])
         groups_can_view = data.get("groups_can_view", [])
+        return (
+            user.is_superuser
+            or user.id == owner_id
+            or user.id in users_can_view
+            or any(
+                user.groups.filter(pk=group_id).exists() for group_id in groups_can_view
+            )
+        )
 
-        if user.is_superuser or user.id == owner_id or user.id in users_can_view:
-            return True
-
-        return await user.groups.filter(pk__in=groups_can_view).aexists()
-
-    async def connect(self) -> None:
+    def connect(self):
         if not self._authenticated():
-            await self.close()
-            return
-        await self.channel_layer.group_add("status_updates", self.channel_name)
-        await self.accept()
-
-    async def disconnect(self, code: int) -> None:
-        await self.channel_layer.group_discard("status_updates", self.channel_name)
-
-    async def status_update(self, event: dict[str, Any]) -> None:
-        if not self._authenticated():
-            await self.close()
-        elif await self._can_view(event["data"]):
-            await self.send(json.dumps(event))
-
-    async def documents_deleted(self, event: dict[str, Any]) -> None:
-        if not self._authenticated():
-            await self.close()
+            raise DenyConnection
         else:
-            await self.send(json.dumps(event))
+            async_to_sync(self.channel_layer.group_add)(
+                "status_updates",
+                self.channel_name,
+            )
+            raise AcceptConnection
 
-    async def document_updated(self, event: dict[str, Any]) -> None:
+    def disconnect(self, close_code) -> None:
+        async_to_sync(self.channel_layer.group_discard)(
+            "status_updates",
+            self.channel_name,
+        )
+
+    def status_update(self, event) -> None:
         if not self._authenticated():
-            await self.close()
-        elif await self._can_view(event["data"]):
-            await self.send(json.dumps(event))
+            self.close()
+        else:
+            if self._can_view(event["data"]):
+                self.send(json.dumps(event))
+
+    def documents_deleted(self, event) -> None:
+        if not self._authenticated():
+            self.close()
+        else:
+            self.send(json.dumps(event))
+
+    def document_updated(self, event: Any) -> None:
+        if not self._authenticated():
+            self.close()
+        else:
+            if self._can_view(event["data"]):
+                self.send(json.dumps(event))

src/paperless/network.py

@@ -0,0 +1,76 @@
+import ipaddress
+import socket
+from collections.abc import Collection
+from urllib.parse import ParseResult
+from urllib.parse import urlparse
+
+
+def is_public_ip(ip: str | int) -> bool:
+    try:
+        obj = ipaddress.ip_address(ip)
+        return not (
+            obj.is_private
+            or obj.is_loopback
+            or obj.is_link_local
+            or obj.is_multicast
+            or obj.is_unspecified
+        )
+    except ValueError:  # pragma: no cover
+        return False
+
+
+def resolve_hostname_ips(hostname: str) -> list[str]:
+    try:
+        addr_info = socket.getaddrinfo(hostname, None)
+    except socket.gaierror as e:
+        raise ValueError(f"Could not resolve hostname: {hostname}") from e
+
+    ips = [info[4][0] for info in addr_info if info and info[4]]
+    if not ips:
+        raise ValueError(f"Could not resolve hostname: {hostname}")
+    return ips
+
+
+def format_host_for_url(host: str) -> str:
+    """
+    Format IP address for URL use (wrap IPv6 in brackets).
+    """
+    try:
+        ip_obj = ipaddress.ip_address(host)
+        if ip_obj.version == 6:
+            return f"[{host}]"
+        return host
+    except ValueError:
+        return host
+
+
+def validate_outbound_http_url(
+    url: str,
+    *,
+    allowed_schemes: Collection[str] = ("http", "https"),
+    allowed_ports: Collection[int] | None = None,
+    allow_internal: bool = False,
+) -> ParseResult:
+    parsed = urlparse(url)
+    scheme = parsed.scheme.lower()
+
+    if scheme not in allowed_schemes or not parsed.hostname:
+        raise ValueError("Invalid URL scheme or hostname.")
+
+    default_port = 443 if scheme == "https" else 80
+    try:
+        port = parsed.port or default_port
+    except ValueError as e:
+        raise ValueError("Invalid URL scheme or hostname.") from e
+
+    if allowed_ports and port not in allowed_ports:
+        raise ValueError("Destination port not permitted.")
+
+    if not allow_internal:
+        for ip_str in resolve_hostname_ips(parsed.hostname):
+            if not is_public_ip(ip_str):
+                raise ValueError(
+                    f"Connection blocked: {parsed.hostname} resolves to a non-public address",
+                )
+
+    return parsed

src/paperless/serialisers.py

@@ -6,6 +6,7 @@ from allauth.mfa.models import Authenticator
 from allauth.mfa.totp.internal.auth import TOTP
 from allauth.socialaccount.models import SocialAccount
 from allauth.socialaccount.models import SocialApp
+from django.conf import settings
 from django.contrib.auth.models import Group
 from django.contrib.auth.models import Permission
 from django.contrib.auth.models import User
@@ -15,6 +16,7 @@ from rest_framework import serializers
 from rest_framework.authtoken.serializers import AuthTokenSerializer
 
 from paperless.models import ApplicationConfiguration
+from paperless.network import validate_outbound_http_url
 from paperless.validators import reject_dangerous_svg
 from paperless_mail.serialisers import ObfuscatedPasswordField
 
@@ -236,6 +238,20 @@ class ApplicationConfigurationSerializer(serializers.ModelSerializer):
             reject_dangerous_svg(file)
         return file
 
+    def validate_llm_endpoint(self, value: str | None) -> str | None:
+        if not value:
+            return value
+
+        try:
+            validate_outbound_http_url(
+                value,
+                allow_internal=settings.LLM_ALLOW_INTERNAL_ENDPOINTS,
+            )
+        except ValueError as e:
+            raise serializers.ValidationError(str(e)) from e
+
+        return value
+
     class Meta:
         model = ApplicationConfiguration
         fields = "__all__"

src/paperless/settings/__init__.py

@@ -1112,3 +1112,7 @@ LLM_BACKEND = os.getenv("PAPERLESS_AI_LLM_BACKEND")  # "ollama" or "openai"
 LLM_MODEL = os.getenv("PAPERLESS_AI_LLM_MODEL")
 LLM_API_KEY = os.getenv("PAPERLESS_AI_LLM_API_KEY")
 LLM_ENDPOINT = os.getenv("PAPERLESS_AI_LLM_ENDPOINT")
+LLM_ALLOW_INTERNAL_ENDPOINTS = get_bool_from_env(
+    "PAPERLESS_AI_LLM_ALLOW_INTERNAL_ENDPOINTS",
+    "true",
+)

src/paperless/tests/test_websockets.py

@@ -1,175 +1,186 @@
-import pytest
+from unittest import mock
+
 from channels.layers import get_channel_layer
 from channels.testing import WebsocketCommunicator
-from pytest_mock import MockerFixture
+from django.test import TestCase
+from django.test import override_settings
 
 from documents.plugins.helpers import DocumentsStatusManager
 from documents.plugins.helpers import ProgressManager
 from documents.plugins.helpers import ProgressStatusOptions
 from paperless.asgi import application
 
+TEST_CHANNEL_LAYERS = {
+    "default": {
+        "BACKEND": "channels.layers.InMemoryChannelLayer",
+    },
+}
 
-class TestWebSockets:
-    @pytest.fixture(autouse=True)
-    def anyio_backend(self) -> str:
-        return "asyncio"
 
-    @pytest.mark.anyio
+@override_settings(CHANNEL_LAYERS=TEST_CHANNEL_LAYERS)
+class TestWebSockets(TestCase):
     async def test_no_auth(self) -> None:
         communicator = WebsocketCommunicator(application, "/ws/status/")
         connected, _ = await communicator.connect()
-        assert not connected
+        self.assertFalse(connected)
         await communicator.disconnect()
 
-    @pytest.mark.anyio
-    async def test_close_on_no_auth(self, mocker: MockerFixture) -> None:
-        mock_auth = mocker.patch(
-            "paperless.consumers.StatusConsumer._authenticated",
-            return_value=True,
-        )
-        mock_close = mocker.patch(
-            "paperless.consumers.StatusConsumer.close",
-            new_callable=mocker.AsyncMock,
-        )
+    @mock.patch("paperless.consumers.StatusConsumer.close")
+    @mock.patch("paperless.consumers.StatusConsumer._authenticated")
+    async def test_close_on_no_auth(self, _authenticated, mock_close) -> None:
+        _authenticated.return_value = True
 
         communicator = WebsocketCommunicator(application, "/ws/status/")
         connected, _ = await communicator.connect()
-        assert connected
-
-        mock_auth.return_value = False
-        channel_layer = get_channel_layer()
-        assert channel_layer is not None
-
-        await channel_layer.group_send(
-            "status_updates",
-            {"type": "status_update", "data": {"task_id": "test"}},
-        )
-        await communicator.receive_nothing()
-        mock_close.assert_awaited_once()
-        mock_close.reset_mock()
-
-        await channel_layer.group_send(
-            "status_updates",
-            {
-                "type": "document_updated",
-                "data": {"document_id": 10, "modified": "2026-02-17T00:00:00Z"},
-            },
-        )
-        await communicator.receive_nothing()
-        mock_close.assert_awaited_once()
-        mock_close.reset_mock()
-
-        await channel_layer.group_send(
-            "status_updates",
-            {"type": "documents_deleted", "data": {"documents": [1, 2, 3]}},
-        )
-        await communicator.receive_nothing()
-        mock_close.assert_awaited_once()
-
-    @pytest.mark.anyio
-    async def test_auth(self, mocker: MockerFixture) -> None:
-        mocker.patch(
-            "paperless.consumers.StatusConsumer._authenticated",
-            return_value=True,
-        )
-
-        communicator = WebsocketCommunicator(application, "/ws/status/")
-        connected, _ = await communicator.connect()
-        assert connected
-
-        await communicator.disconnect()
-
-    @pytest.mark.anyio
-    async def test_receive_status_update(self, mocker: MockerFixture) -> None:
-        mocker.patch(
-            "paperless.consumers.StatusConsumer._authenticated",
-            return_value=True,
-        )
-
-        communicator = WebsocketCommunicator(application, "/ws/status/")
-        connected, _ = await communicator.connect()
-        assert connected
+        self.assertTrue(connected)
 
         message = {"type": "status_update", "data": {"task_id": "test"}}
-        channel_layer = get_channel_layer()
-        assert channel_layer is not None
-        await channel_layer.group_send("status_updates", message)
 
-        assert await communicator.receive_json_from() == message
+        _authenticated.return_value = False
+
+        channel_layer = get_channel_layer()
+        await channel_layer.group_send(
+            "status_updates",
+            message,
+        )
+        await communicator.receive_nothing()
+
+        mock_close.assert_called_once()
+        mock_close.reset_mock()
+
+        message = {
+            "type": "document_updated",
+            "data": {"document_id": 10, "modified": "2026-02-17T00:00:00Z"},
+        }
+
+        await channel_layer.group_send(
+            "status_updates",
+            message,
+        )
+        await communicator.receive_nothing()
+
+        mock_close.assert_called_once()
+        mock_close.reset_mock()
+
+        message = {"type": "documents_deleted", "data": {"documents": [1, 2, 3]}}
+
+        await channel_layer.group_send(
+            "status_updates",
+            message,
+        )
+        await communicator.receive_nothing()
+
+        mock_close.assert_called_once()
+
+    @mock.patch("paperless.consumers.StatusConsumer._authenticated")
+    async def test_auth(self, _authenticated) -> None:
+        _authenticated.return_value = True
+
+        communicator = WebsocketCommunicator(application, "/ws/status/")
+        connected, _ = await communicator.connect()
+        self.assertTrue(connected)
 
         await communicator.disconnect()
 
-    @pytest.mark.anyio
-    async def test_status_update_check_perms(self, mocker: MockerFixture) -> None:
-        user = mocker.MagicMock()
-        user.is_authenticated = True
-        user.is_superuser = False
-        user.id = 1
+    @mock.patch("paperless.consumers.StatusConsumer._authenticated")
+    async def test_receive_status_update(self, _authenticated) -> None:
+        _authenticated.return_value = True
 
         communicator = WebsocketCommunicator(application, "/ws/status/")
-        communicator.scope["user"] = user  # type: ignore[typeddict-unknown-key]
         connected, _ = await communicator.connect()
-        assert connected
+        self.assertTrue(connected)
+
+        message = {"type": "status_update", "data": {"task_id": "test"}}
 
         channel_layer = get_channel_layer()
-        assert channel_layer is not None
+        await channel_layer.group_send(
+            "status_updates",
+            message,
+        )
 
-        # Message received as owner
+        response = await communicator.receive_json_from()
+
+        self.assertEqual(response, message)
+
+        await communicator.disconnect()
+
+    async def test_status_update_check_perms(self) -> None:
+        communicator = WebsocketCommunicator(application, "/ws/status/")
+
+        communicator.scope["user"] = mock.Mock()
+        communicator.scope["user"].is_authenticated = True
+        communicator.scope["user"].is_superuser = False
+        communicator.scope["user"].id = 1
+
+        connected, _ = await communicator.connect()
+        self.assertTrue(connected)
+
+        # Test as owner
         message = {"type": "status_update", "data": {"task_id": "test", "owner_id": 1}}
-        await channel_layer.group_send("status_updates", message)
-        assert await communicator.receive_json_from() == message
+        channel_layer = get_channel_layer()
+        await channel_layer.group_send(
+            "status_updates",
+            message,
+        )
+        response = await communicator.receive_json_from()
+        self.assertEqual(response, message)
 
-        # Message received via group membership
-        user.groups.filter.return_value.aexists = mocker.AsyncMock(return_value=True)
+        # Test with a group that the user belongs to
+        communicator.scope["user"].groups.filter.return_value.exists.return_value = True
         message = {
             "type": "status_update",
             "data": {"task_id": "test", "owner_id": 2, "groups_can_view": [1]},
         }
-        await channel_layer.group_send("status_updates", message)
-        assert await communicator.receive_json_from() == message
+        channel_layer = get_channel_layer()
+        await channel_layer.group_send(
+            "status_updates",
+            message,
+        )
+        response = await communicator.receive_json_from()
+        self.assertEqual(response, message)
 
-        # Message not received for different owner with no group match
-        user.groups.filter.return_value.aexists = mocker.AsyncMock(return_value=False)
+        # Test with a different owner_id
         message = {"type": "status_update", "data": {"task_id": "test", "owner_id": 2}}
-        await channel_layer.group_send("status_updates", message)
-        assert await communicator.receive_nothing()
-
+        channel_layer = get_channel_layer()
+        await channel_layer.group_send(
+            "status_updates",
+            message,
+        )
+        response = await communicator.receive_nothing()
+        self.assertNotEqual(response, message)
         await communicator.disconnect()
 
-    @pytest.mark.anyio
-    async def test_receive_documents_deleted(self, mocker: MockerFixture) -> None:
-        mocker.patch(
-            "paperless.consumers.StatusConsumer._authenticated",
-            return_value=True,
-        )
+    @mock.patch("paperless.consumers.StatusConsumer._authenticated")
+    async def test_receive_documents_deleted(self, _authenticated) -> None:
+        _authenticated.return_value = True
 
         communicator = WebsocketCommunicator(application, "/ws/status/")
         connected, _ = await communicator.connect()
-        assert connected
+        self.assertTrue(connected)
 
         message = {"type": "documents_deleted", "data": {"documents": [1, 2, 3]}}
-        channel_layer = get_channel_layer()
-        assert channel_layer is not None
-        await channel_layer.group_send("status_updates", message)
 
-        assert await communicator.receive_json_from() == message
+        channel_layer = get_channel_layer()
+        await channel_layer.group_send(
+            "status_updates",
+            message,
+        )
+
+        response = await communicator.receive_json_from()
+
+        self.assertEqual(response, message)
 
         await communicator.disconnect()
 
-    @pytest.mark.anyio
-    async def test_receive_document_updated(self, mocker: MockerFixture) -> None:
-        mocker.patch(
-            "paperless.consumers.StatusConsumer._authenticated",
-            return_value=True,
-        )
-        mocker.patch(
-            "paperless.consumers.StatusConsumer._can_view",
-            return_value=True,
-        )
+    @mock.patch("paperless.consumers.StatusConsumer._can_view")
+    @mock.patch("paperless.consumers.StatusConsumer._authenticated")
+    async def test_receive_document_updated(self, _authenticated, _can_view) -> None:
+        _authenticated.return_value = True
+        _can_view.return_value = True
 
         communicator = WebsocketCommunicator(application, "/ws/status/")
         connected, _ = await communicator.connect()
-        assert connected
+        self.assertTrue(connected)
 
         message = {
             "type": "document_updated",
@@ -181,52 +192,67 @@ class TestWebSockets:
                 "groups_can_view": [],
             },
         }
+
         channel_layer = get_channel_layer()
         assert channel_layer is not None
-        await channel_layer.group_send("status_updates", message)
+        await channel_layer.group_send(
+            "status_updates",
+            message,
+        )
 
-        assert await communicator.receive_json_from() == message
+        response = await communicator.receive_json_from()
+
+        self.assertEqual(response, message)
 
         await communicator.disconnect()
 
-    def test_manager_send_progress(self, mocker: MockerFixture) -> None:
-        mock_group_send = mocker.patch(
-            "channels.layers.InMemoryChannelLayer.group_send",
-        )
-
+    @mock.patch("channels.layers.InMemoryChannelLayer.group_send")
+    def test_manager_send_progress(self, mock_group_send) -> None:
         with ProgressManager(task_id="test") as manager:
             manager.send_progress(
                 ProgressStatusOptions.STARTED,
                 "Test message",
                 1,
                 10,
-                extra_args={"foo": "bar"},
+                extra_args={
+                    "foo": "bar",
+                },
             )
 
-        assert mock_group_send.call_args[0][1] == {
-            "type": "status_update",
-            "data": {
-                "filename": None,
-                "task_id": "test",
-                "current_progress": 1,
-                "max_progress": 10,
-                "status": ProgressStatusOptions.STARTED,
-                "message": "Test message",
-                "foo": "bar",
-            },
-        }
+        message = mock_group_send.call_args[0][1]
 
-    def test_manager_send_documents_deleted(self, mocker: MockerFixture) -> None:
-        mock_group_send = mocker.patch(
-            "channels.layers.InMemoryChannelLayer.group_send",
+        self.assertEqual(
+            message,
+            {
+                "type": "status_update",
+                "data": {
+                    "filename": None,
+                    "task_id": "test",
+                    "current_progress": 1,
+                    "max_progress": 10,
+                    "status": ProgressStatusOptions.STARTED,
+                    "message": "Test message",
+                    "foo": "bar",
+                },
+            },
         )
 
+    @mock.patch("channels.layers.InMemoryChannelLayer.group_send")
+    def test_manager_send_documents_deleted(
+        self,
+        mock_group_send: mock.MagicMock,
+    ) -> None:
         with DocumentsStatusManager() as manager:
             manager.send_documents_deleted([1, 2, 3])
 
-        assert mock_group_send.call_args[0][1] == {
-            "type": "documents_deleted",
-            "data": {
-                "documents": [1, 2, 3],
+        message = mock_group_send.call_args[0][1]
+
+        self.assertEqual(
+            message,
+            {
+                "type": "documents_deleted",
+                "data": {
+                    "documents": [1, 2, 3],
+                },
             },
-        }
+        )

src/paperless_ai/client.py

@@ -7,6 +7,7 @@ if TYPE_CHECKING:
     from llama_index.llms.openai import OpenAI
 
 from paperless.config import AIConfig
+from paperless.network import validate_outbound_http_url
 from paperless_ai.base_model import DocumentClassifierSchema
 
 logger = logging.getLogger("paperless_ai.client")
@@ -25,17 +26,28 @@ class AIClient:
         if self.settings.llm_backend == "ollama":
             from llama_index.llms.ollama import Ollama
 
+            endpoint = self.settings.llm_endpoint or "http://localhost:11434"
+            validate_outbound_http_url(
+                endpoint,
+                allow_internal=self.settings.llm_allow_internal_endpoints,
+            )
             return Ollama(
                 model=self.settings.llm_model or "llama3.1",
-                base_url=self.settings.llm_endpoint or "http://localhost:11434",
+                base_url=endpoint,
                 request_timeout=120,
             )
         elif self.settings.llm_backend == "openai":
             from llama_index.llms.openai import OpenAI
 
+            endpoint = self.settings.llm_endpoint or None
+            if endpoint:
+                validate_outbound_http_url(
+                    endpoint,
+                    allow_internal=self.settings.llm_allow_internal_endpoints,
+                )
             return OpenAI(
                 model=self.settings.llm_model or "gpt-3.5-turbo",
-                api_base=self.settings.llm_endpoint or None,
+                api_base=endpoint,
                 api_key=self.settings.llm_api_key,
             )
         else:

src/paperless_ai/embedding.py

@@ -12,6 +12,7 @@ from documents.models import Document
 from documents.models import Note
 from paperless.config import AIConfig
 from paperless.models import LLMEmbeddingBackend
+from paperless.network import validate_outbound_http_url
 
 
 def get_embedding_model() -> "BaseEmbedding":
@@ -21,10 +22,16 @@ def get_embedding_model() -> "BaseEmbedding":
         case LLMEmbeddingBackend.OPENAI:
             from llama_index.embeddings.openai import OpenAIEmbedding
 
+            endpoint = config.llm_endpoint or None
+            if endpoint:
+                validate_outbound_http_url(
+                    endpoint,
+                    allow_internal=config.llm_allow_internal_endpoints,
+                )
             return OpenAIEmbedding(
                 model=config.llm_embedding_model or "text-embedding-3-small",
                 api_key=config.llm_api_key,
-                api_base=config.llm_endpoint or None,
+                api_base=endpoint,
             )
         case LLMEmbeddingBackend.HUGGINGFACE:
             from llama_index.embeddings.huggingface import HuggingFaceEmbedding

src/paperless_ai/tests/test_client.py

@@ -12,6 +12,7 @@ from paperless_ai.client import AIClient
 def mock_ai_config():
     with patch("paperless_ai.client.AIConfig") as MockAIConfig:
         mock_config = MagicMock()
+        mock_config.llm_allow_internal_endpoints = True
         MockAIConfig.return_value = mock_config
         yield mock_config
 
@@ -59,6 +60,17 @@ def test_get_llm_openai(mock_ai_config, mock_openai_llm):
     assert client.llm == mock_openai_llm.return_value
 
 
+def test_get_llm_openai_blocks_internal_endpoint_when_disallowed(mock_ai_config):
+    mock_ai_config.llm_backend = "openai"
+    mock_ai_config.llm_model = "test_model"
+    mock_ai_config.llm_api_key = "test_api_key"
+    mock_ai_config.llm_endpoint = "http://127.0.0.1:1234"
+    mock_ai_config.llm_allow_internal_endpoints = False
+
+    with pytest.raises(ValueError, match="non-public address"):
+        AIClient()
+
+
 def test_get_llm_unsupported_backend(mock_ai_config):
     mock_ai_config.llm_backend = "unsupported"
 

src/paperless_ai/tests/test_embedding.py

@@ -15,6 +15,7 @@ from paperless_ai.embedding import get_embedding_model
 @pytest.fixture
 def mock_ai_config():
     with patch("paperless_ai.embedding.AIConfig") as MockAIConfig:
+        MockAIConfig.return_value.llm_allow_internal_endpoints = True
         yield MockAIConfig
 
 
@@ -77,6 +78,19 @@ def test_get_embedding_model_openai(mock_ai_config):
         assert model == MockOpenAIEmbedding.return_value
 
 
+def test_get_embedding_model_openai_blocks_internal_endpoint_when_disallowed(
+    mock_ai_config,
+):
+    mock_ai_config.return_value.llm_embedding_backend = LLMEmbeddingBackend.OPENAI
+    mock_ai_config.return_value.llm_embedding_model = "text-embedding-3-small"
+    mock_ai_config.return_value.llm_api_key = "test_api_key"
+    mock_ai_config.return_value.llm_endpoint = "http://127.0.0.1:11434"
+    mock_ai_config.return_value.llm_allow_internal_endpoints = False
+
+    with pytest.raises(ValueError, match="non-public address"):
+        get_embedding_model()
+
+
 def test_get_embedding_model_huggingface(mock_ai_config):
     mock_ai_config.return_value.llm_embedding_backend = LLMEmbeddingBackend.HUGGINGFACE
     mock_ai_config.return_value.llm_embedding_model = (

uv.lock

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+    { url = "https://files.pythonhosted.org/packages/4d/a9/1eed4db92d0aec2f9bfdf1faae0ab0418b5e121dda5701f118a7a4f0cd6a/faker-40.5.1-py3-none-any.whl", hash = "sha256:c69640c1e13bad49b4bcebcbf1b52f9f1a872b6ea186c248ada34d798f1661bf", size = 1987053, upload-time = "2026-02-23T21:34:36.418Z" },
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