Feature: Updates remote OCR parser to respect the OCR mode setting (#13408)

* Have the remote parser respect the provided produce_archive_file setting, as already determined via the consumer checks

* Updates the documentation to be correct about the respecting now

* merge conflict fixing

Dockerfile

@@ -173,10 +173,6 @@ RUN set -eux \
         && rm --force --verbose *.deb \
     && rm --recursive --force --verbose /var/lib/apt/lists/*
 
-# Ensure interactive shells (docker exec bash) see resolved *_FILE secrets,
-# mirroring what with-contenv already does for s6 services.
-RUN echo '. /etc/profile.d/contenv.sh' >> /etc/bash.bashrc
-
 WORKDIR /usr/src/paperless/src/
 
 # Python dependencies

docker/rootfs/etc/profile.d/contenv.sh

@@ -1,18 +0,0 @@
-#!/bin/sh
-# Source s6 container environment for interactive shells.
-# Ensures variables resolved from *_FILE secret injection are visible
-# when using 'docker exec bash'. Does not affect s6 services (those
-# use with-contenv directly). Has no effect in non-container contexts
-# because the directory will not exist.
-# Note: sh/dash shells opened via 'docker exec sh' are not covered;
-# only bash-based sessions benefit from this file.
-_pngx_contenv="/run/s6/container_environment"
-if [ -d "${_pngx_contenv}" ]; then
-	for _pngx_f in "${_pngx_contenv}"/*; do
-		[ -f "${_pngx_f}" ] || continue
-		_pngx_name=$(basename "${_pngx_f}")
-		_pngx_val=$(cat "${_pngx_f}")
-		export "${_pngx_name}=${_pngx_val}"
-	done
-fi
-unset _pngx_contenv _pngx_f _pngx_name _pngx_val

docs/configuration.md

@@ -948,10 +948,11 @@ for display in the web interface.
 
     !!! note
 
-        The **remote OCR parser** (Azure AI) always produces a searchable
-        PDF and stores it as the archive copy, regardless of this setting.
-        `ARCHIVE_FILE_GENERATION=never` has no effect when the remote
-        parser handles a document.
+        The **remote OCR parser** (Azure AI) also honors this setting: when
+        no archive is requested (`never`, or `auto` with a born-digital PDF),
+        the remote engine is skipped entirely and locally-extracted text is
+        used instead, avoiding an unnecessary API call and a duplicate text
+        layer.
 
 #### [`PAPERLESS_OCR_CLEAN=<mode>`](#PAPERLESS_OCR_CLEAN) {#PAPERLESS_OCR_CLEAN}
 

docs/migration-v3.md

@@ -187,10 +187,11 @@ PAPERLESS_ARCHIVE_FILE_GENERATION=auto
 
 ### Remote OCR parser
 
-If you use the **remote OCR parser** (Azure AI), note that it always produces a
-searchable PDF and stores it as the archive copy. `ARCHIVE_FILE_GENERATION=never`
-has no effect for documents handled by the remote parser - the archive is produced
-unconditionally by the remote engine.
+If you use the **remote OCR parser** (Azure AI), `ARCHIVE_FILE_GENERATION` is
+honored the same way as for the local engine: when no archive is requested
+(`never`, or `auto` with a born-digital PDF), the remote engine is skipped
+entirely and locally-extracted text is used instead, avoiding an unnecessary
+API call and a duplicate text layer.
 
 ## Search Index (Whoosh -> Tantivy)
 

docs/usage.md

@@ -576,7 +576,9 @@ The following workflow action types are available:
 - Tags, correspondent, document type and storage path
 - Document owner
 - View and / or edit permissions to users or groups
-- Custom fields. Note that no value for the field will be set
+- Custom fields, optionally with a value. If no value is set, the field is only added to the
+  document and any value it may already have is left untouched. If a value is set, it will
+  overwrite an existing value of that field on the document.
 
 ##### Removal {#workflow-action-removal}
 

src-ui/messages.xlf

@@ -599,7 +599,7 @@
         </context-group>
         <context-group purpose="location">
           <context context-type="sourcefile">src/app/components/manage/saved-views/saved-views.component.html</context>
-          <context context-type="linenumber">84,85</context>
+          <context context-type="linenumber">85,86</context>
         </context-group>
       </trans-unit>
       <trans-unit id="3768927257183755959" datatype="html">
@@ -670,7 +670,7 @@
         </context-group>
         <context-group purpose="location">
           <context context-type="sourcefile">src/app/components/manage/saved-views/saved-views.component.html</context>
-          <context context-type="linenumber">85,86</context>
+          <context context-type="linenumber">86,87</context>
         </context-group>
       </trans-unit>
       <trans-unit id="5079885666748292382" datatype="html">
@@ -9907,7 +9907,7 @@
         </context-group>
         <context-group purpose="location">
           <context context-type="sourcefile">src/app/components/manage/saved-views/saved-views.component.ts</context>
-          <context context-type="linenumber">296</context>
+          <context context-type="linenumber">314</context>
         </context-group>
       </trans-unit>
       <trans-unit id="2620006875434695386" datatype="html">
@@ -10234,7 +10234,7 @@
         </context-group>
         <context-group purpose="location">
           <context context-type="sourcefile">src/app/components/manage/saved-views/saved-views.component.ts</context>
-          <context context-type="linenumber">290</context>
+          <context context-type="linenumber">308</context>
         </context-group>
       </trans-unit>
       <trans-unit id="3501895737484542570" datatype="html">
@@ -10346,28 +10346,28 @@
         <source>Saved view &quot;<x id="PH" equiv-text="savedView.name"/>&quot; deleted.</source>
         <context-group purpose="location">
           <context context-type="sourcefile">src/app/components/manage/saved-views/saved-views.component.ts</context>
-          <context context-type="linenumber">160</context>
+          <context context-type="linenumber">178</context>
         </context-group>
       </trans-unit>
       <trans-unit id="1660419335376265526" datatype="html">
         <source>Views saved successfully.</source>
         <context-group purpose="location">
           <context context-type="sourcefile">src/app/components/manage/saved-views/saved-views.component.ts</context>
-          <context context-type="linenumber">237</context>
+          <context context-type="linenumber">255</context>
         </context-group>
       </trans-unit>
       <trans-unit id="1699877326523238632" datatype="html">
         <source>Error while saving views.</source>
         <context-group purpose="location">
           <context context-type="sourcefile">src/app/components/manage/saved-views/saved-views.component.ts</context>
-          <context context-type="linenumber">242</context>
+          <context context-type="linenumber">260</context>
         </context-group>
       </trans-unit>
       <trans-unit id="4919025779187821586" datatype="html">
         <source>Note: Sharing saved views does not share the underlying documents.</source>
         <context-group purpose="location">
           <context context-type="sourcefile">src/app/components/manage/saved-views/saved-views.component.ts</context>
-          <context context-type="linenumber">278</context>
+          <context context-type="linenumber">296</context>
         </context-group>
       </trans-unit>
       <trans-unit id="1229748338333965418" datatype="html">

src-ui/package.json

@@ -66,5 +66,5 @@
     "ts-node": "~10.9.1",
     "typescript": "^6.0.3"
   },
-  "packageManager": "pnpm@10.26.0"
+  "packageManager": "pnpm@11.15.1"
 }

src-ui/pnpm-workspace.yaml

@@ -5,6 +5,7 @@ trustPolicy: no-downgrade
 trustPolicyExclude:
   - "chokidar@4.0.3"
   - "semver@6.3.1 || 5.7.2"
+blockExoticSubdeps: true
 allowBuilds:
   "@parcel/watcher": true
   canvas: true

src-ui/src/app/components/common/input/custom-fields-values/custom-fields-values.component.spec.ts

@@ -52,10 +52,10 @@ describe('CustomFieldsValuesComponent', () => {
   })
 
   it('should set selectedFields and map values correctly', () => {
-    component.value = { 1: 'value1' }
-    component.selectedFields = [1, 2]
-    expect(component.selectedFields).toEqual([1, 2])
-    expect(component.value).toEqual({ 1: 'value1', 2: null })
+    component.value = { 1: 'value1', 3: 0, 4: false }
+    component.selectedFields = [1, 2, 3, 4]
+    expect(component.selectedFields).toEqual([1, 2, 3, 4])
+    expect(component.value).toEqual({ 1: 'value1', 2: null, 3: 0, 4: false })
   })
 
   it('should return the correct custom field by id', () => {

src-ui/src/app/components/common/input/custom-fields-values/custom-fields-values.component.ts

@@ -77,7 +77,7 @@ export class CustomFieldsValuesComponent extends AbstractInputComponent<Object>
     this._selectedFields = newFields
     // map the selected fields to an object with field_id as key and value as value
     this.value = newFields.reduce((acc, fieldId) => {
-      acc[fieldId] = this.value?.[fieldId] || null
+      acc[fieldId] = this.value?.[fieldId] ?? null
       return acc
     }, {})
     this.onChange(this.value)

src-ui/src/app/components/manage/saved-views/saved-views.component.html

@@ -7,7 +7,7 @@
 </pngx-page-header>
 <form [formGroup]="savedViewsForm" (ngSubmit)="save()">
   <ul class="list-group mb-3" formGroupName="savedViews">
-    @for (view of savedViews(); track view) {
+    @for (view of pagedSavedViews(); track view) {
       <li class="list-group-item py-3">
       <div [formGroupName]="view.id">
         <div class="row">
@@ -81,6 +81,11 @@
     }
   </ul>
 
+  <div class="d-flex align-items-center mb-3">
     <button type="button" (click)="reset()" class="btn btn-outline-secondary mb-2" [disabled]="(isDirty$ | async) === false" i18n>Cancel</button>
     <button type="submit" class="btn btn-primary ms-2 mb-2" [disabled]="(isDirty$ | async) === false" i18n>Save</button>
+    @if (savedViews()?.length > pageSize) {
+      <ngb-pagination class="ms-auto" [pageSize]="pageSize" [collectionSize]="savedViews().length" [page]="page()" [maxSize]="5" (pageChange)="page.set($event)" size="sm" aria-label="Pagination"></ngb-pagination>
+    }
+  </div>
 </form>

src-ui/src/app/components/manage/saved-views/saved-views.component.spec.ts

@@ -4,6 +4,7 @@ import { provideHttpClientTesting } from '@angular/common/http/testing'
 import { signal } from '@angular/core'
 import { ComponentFixture, TestBed } from '@angular/core/testing'
 import { FormsModule, ReactiveFormsModule } from '@angular/forms'
+import { By } from '@angular/platform-browser'
 import { NgbModal, NgbModule } from '@ng-bootstrap/ng-bootstrap'
 import { NgxBootstrapIconsModule, allIcons } from 'ngx-bootstrap-icons'
 import { Subject, of, throwError } from 'rxjs'
@@ -222,6 +223,44 @@ describe('SavedViewsComponent', () => {
     ).toEqual(view.show_on_dashboard)
   })
 
+  it('should page saved views, clamp the page if views are removed', () => {
+    const manyViews = Array.from({ length: 30 }, (_, i) => ({
+      id: i + 1,
+      name: `view${i + 1}`,
+    })) as SavedView[]
+    const listSpy = jest.spyOn(savedViewService, 'list').mockReturnValue(
+      of({
+        all: manyViews.map((v) => v.id),
+        count: manyViews.length,
+        results: manyViews.concat([]),
+      })
+    )
+    component.ngOnInit()
+    fixture.detectChanges()
+    expect(listSpy).toHaveBeenCalledWith(1, 100000, null, false, {
+      full_perms: true,
+    })
+    expect(component.pagedSavedViews()).toHaveLength(25)
+    expect(fixture.debugElement.query(By.css('ngb-pagination'))).not.toBeNull()
+    // all views have controls, not just the current page
+    expect(
+      Object.keys(component.savedViewsForm.get('savedViews').value)
+    ).toHaveLength(30)
+
+    component.page.set(2)
+    expect(component.pagedSavedViews()).toHaveLength(5)
+
+    listSpy.mockReturnValue(
+      of({
+        all: manyViews.slice(0, 25).map((v) => v.id),
+        count: 25,
+        results: manyViews.slice(0, 25),
+      })
+    )
+    component.ngOnInit()
+    expect(component.page()).toEqual(1)
+  })
+
   it('should support editing permissions', () => {
     const confirmClicked = new Subject<any>()
     const modalRef = {

src-ui/src/app/components/manage/saved-views/saved-views.component.ts

@@ -1,12 +1,19 @@
 import { AsyncPipe } from '@angular/common'
-import { Component, OnDestroy, OnInit, inject, signal } from '@angular/core'
+import {
+  Component,
+  OnDestroy,
+  OnInit,
+  computed,
+  inject,
+  signal,
+} from '@angular/core'
 import {
   FormControl,
   FormGroup,
   FormsModule,
   ReactiveFormsModule,
 } from '@angular/forms'
-import { NgbModal } from '@ng-bootstrap/ng-bootstrap'
+import { NgbModal, NgbPaginationModule } from '@ng-bootstrap/ng-bootstrap'
 import { dirtyCheck } from '@ngneat/dirty-check-forms'
 import { NgxBootstrapIconsModule } from 'ngx-bootstrap-icons'
 import { BehaviorSubject, Observable, of, switchMap, takeUntil } from 'rxjs'
@@ -42,6 +49,7 @@ import { LoadingComponentWithPermissions } from '../../loading-component/loading
     FormsModule,
     ReactiveFormsModule,
     AsyncPipe,
+    NgbPaginationModule,
     NgxBootstrapIconsModule,
   ],
 })
@@ -58,6 +66,14 @@ export class SavedViewsComponent
   DisplayMode = DisplayMode
 
   readonly savedViews = signal<SavedView[]>(undefined)
+  readonly page = signal(1)
+  public readonly pageSize = 25
+  // All views are loaded at init, so paging is only for display
+  readonly pagedSavedViews = computed(() => {
+    const start = (this.page() - 1) * this.pageSize
+    return this.savedViews()?.slice(start, start + this.pageSize)
+  })
+
   private savedViewsGroup = new FormGroup({})
   public savedViewsForm: FormGroup = new FormGroup({
     savedViews: this.savedViewsGroup,
@@ -84,9 +100,11 @@ export class SavedViewsComponent
   private reloadViews(): void {
     this.loading.set(true)
     this.savedViewService
-      .list(null, null, null, false, { full_perms: true })
+      .list(1, 100000, null, false, { full_perms: true })
       .subscribe((r) => {
         this.savedViews.set(r.results)
+        const pageCount = Math.ceil(r.results.length / this.pageSize)
+        this.page.update((page) => Math.min(page, Math.max(1, pageCount)))
         this.initialize()
       })
   }

src/documents/filters.py

@@ -1047,6 +1047,12 @@ class PermittedObjectsFilter(BaseFilterBackend):
     perm_codename: str | None = None
 
     def filter_queryset(self, request, queryset, view):
+        # Before the superuser and owner-only paths, neither of which consults
+        # permitted_object_ids. Scoped to authenticated users so anonymous
+        # access (AnonymousUser.is_active is False) keeps its existing
+        # unowned-only behaviour.
+        if request.user.is_authenticated and not request.user.is_active:
+            return queryset.none()
         if request.user.is_superuser:
             return queryset
         if not self.include_granted:

src/documents/permissions.py

@@ -54,11 +54,15 @@ class PaperlessObjectPermissions(DjangoObjectPermissions):
 
 class PaperlessAdminPermissions(BasePermission):
     def has_permission(self, request, view):
-        return request.user.is_staff
+        return request.user.is_active and request.user.is_staff
 
 
 def has_global_statistics_permission(user: User | None) -> bool:
-    if user is None or not getattr(user, "is_authenticated", False):
+    if (
+        user is None
+        or not getattr(user, "is_active", False)
+        or not getattr(user, "is_authenticated", False)
+    ):
         return False
 
     return getattr(user, "is_superuser", False) or user.has_perm(
@@ -67,7 +71,11 @@ def has_global_statistics_permission(user: User | None) -> bool:
 
 
 def has_system_status_permission(user: User | None) -> bool:
-    if user is None or not getattr(user, "is_authenticated", False):
+    if (
+        user is None
+        or not getattr(user, "is_active", False)
+        or not getattr(user, "is_authenticated", False)
+    ):
         return False
 
     return (
@@ -188,6 +196,13 @@ def permitted_object_ids(
     if user is None or not getattr(user, "is_authenticated", False):
         return base_qs.filter(owner__isnull=True).values_list("id", flat=True)
 
+    # Deactivated users get nothing, deactivated superusers included, so this
+    # has to come before the superuser shortcut. guardian's
+    # ObjectPermissionChecker denies inactive users, but get_objects_for_user
+    # (the pattern this replaces) does not, so it would not be inherited.
+    if not getattr(user, "is_active", False):
+        return base_qs.none().values_list("id", flat=True)
+
     if getattr(user, "is_superuser", False):
         return base_qs.values_list("id", flat=True)
 

src/documents/serialisers.py

@@ -3213,6 +3213,13 @@ class WorkflowActionSerializer(serializers.ModelSerializer[WorkflowAction]):
                         {"assign_title": f'Invalid f-string detected: "{e.args[0]}"'},
                     )
 
+        if attrs.get("assign_custom_fields_values"):
+            # Empty strings treated as None to avoid unexpected behavior
+            attrs["assign_custom_fields_values"] = {
+                field_id: (None if value == "" else value)
+                for field_id, value in attrs["assign_custom_fields_values"].items()
+            }
+
         if (
             "type" in attrs
             and attrs["type"] == WorkflowAction.WorkflowActionType.EMAIL

src/documents/tests/test_api_workflows.py

@@ -422,6 +422,11 @@ class TestApiWorkflows(DirectoriesMixin, APITestCase):
             json.dumps(
                 {
                     "assign_title": "",
+                    "assign_custom_fields": [self.cf1.id, self.cf2.id],
+                    "assign_custom_fields_values": {
+                        str(self.cf1.id): "",
+                        str(self.cf2.id): 0,
+                    },
                 },
             ),
             content_type="application/json",
@@ -429,6 +434,10 @@ class TestApiWorkflows(DirectoriesMixin, APITestCase):
         self.assertEqual(response.status_code, status.HTTP_201_CREATED)
         action = WorkflowAction.objects.get(id=response.data["id"])
         self.assertIsNone(action.assign_title)
+        self.assertEqual(
+            action.assign_custom_fields_values,
+            {str(self.cf1.id): None, str(self.cf2.id): 0},
+        )
 
         response = self.client.post(
             self.ENDPOINT_TRIGGERS,

src/documents/tests/test_permission_filtering_security.py

@@ -496,6 +496,28 @@ class TestPermittedObjectIdsGenericModels:
             expected_hidden=[strangers.pk],
         )
 
+    @pytest.mark.parametrize("is_superuser", [False, True])
+    def test_inactive_user_sees_nothing(self, model, factory, perm, is_superuser):
+        suffix = f"{model.__name__}_{is_superuser}"
+        user = User.objects.create_user(
+            username=f"inactive_{suffix}",
+            is_active=False,
+            is_superuser=is_superuser,
+        )
+        other = User.objects.create_user(username=f"other_{suffix}")
+        granted = factory(owner=other)
+        assign_perm(perm, user, granted)
+
+        assert_visible_document_ids(
+            permitted_object_ids(user, model, perm),
+            expected_visible=[],
+            expected_hidden=[
+                factory(owner=None).pk,
+                factory(owner=user).pk,
+                granted.pk,
+            ],
+        )
+
     def test_unowned_object_visible_to_everyone(self, model, factory, perm):
         user = User.objects.create_user(username=f"user_{model.__name__}")
         unowned = factory(owner=None)

src/documents/tests/test_permitted_objects_filter.py

@@ -68,3 +68,44 @@ class TestPermittedObjectsFilter:
         visible_ids = set(result.values_list("id", flat=True))
         assert visible_ids == {owned.pk}
         assert granted.pk not in visible_ids
+
+    @pytest.mark.parametrize(
+        ("username", "is_superuser"),
+        [("inactive", False), ("inactive_super", True)],
+    )
+    def test_inactive_user_sees_nothing(self, username: str, *, is_superuser: bool):
+        user = User.objects.create_user(
+            username=username,
+            is_active=False,
+            is_superuser=is_superuser,
+        )
+        TagFactory(owner=None)
+        TagFactory(owner=user)
+        granted = TagFactory(owner=User.objects.create_user(username=f"o_{username}"))
+        assign_perm("view_tag", user, granted)
+        request = APIRequestFactory().get("/")
+        request.user = user
+
+        result = PermittedObjectsFilter().filter_queryset(
+            request,
+            Tag.objects.all(),
+            _DummyView(),
+        )
+        assert result.count() == 0
+
+    def test_inactive_user_sees_nothing_with_include_granted_false(self):
+        user = User.objects.create_user(username="inactive_owner", is_active=False)
+        TagFactory(owner=user)
+        TagFactory(owner=None)
+        request = APIRequestFactory().get("/")
+        request.user = user
+
+        class _OwnerOnlyFilter(PermittedObjectsFilter):
+            include_granted = False
+
+        result = _OwnerOnlyFilter().filter_queryset(
+            request,
+            Tag.objects.all(),
+            _DummyView(),
+        )
+        assert result.count() == 0

src/documents/tests/test_workflows.py

@@ -2000,6 +2000,55 @@ class TestWorkflows(
                 r"Doc added in \w{3,}",
             )  # Match any 3-letter month name
 
+    def test_document_updated_workflow_existing_custom_field_empty_value(self) -> None:
+        """
+        GIVEN:
+            - Existing workflow with UPDATED trigger and action that assigns a custom field
+              with an empty value
+        WHEN:
+            - Document is updated that already contains the field with a value
+        THEN:
+            - The existing value is left untouched, see GH #13627
+        """
+        trigger = WorkflowTrigger.objects.create(
+            type=WorkflowTrigger.WorkflowTriggerType.DOCUMENT_UPDATED,
+            filter_has_document_type=self.dt,
+        )
+        action = WorkflowAction.objects.create()
+        action.assign_custom_fields.add(self.cf1)
+        action.assign_custom_fields_values = {self.cf1.pk: ""}
+        action.save()
+        w = Workflow.objects.create(
+            name="Workflow 1",
+            order=0,
+        )
+        w.triggers.add(trigger)
+        w.actions.add(action)
+        w.save()
+
+        doc = Document.objects.create(
+            title="sample test",
+            correspondent=self.c,
+            original_filename="sample.pdf",
+        )
+        CustomFieldInstance.objects.create(
+            document=doc,
+            field=self.cf1,
+            value_text="existing value",
+        )
+
+        superuser = User.objects.create_superuser("superuser")
+        self.client.force_authenticate(user=superuser)
+
+        self.client.patch(
+            f"/api/documents/{doc.id}/",
+            {"document_type": self.dt.id},
+            format="json",
+        )
+
+        doc.refresh_from_db()
+        self.assertEqual(doc.custom_fields.get(field=self.cf1).value, "existing value")
+
     def test_document_updated_workflow_existing_custom_field(self) -> None:
         """
         GIVEN:

src/documents/views.py

@@ -2267,7 +2267,7 @@ class ChatStreamingView(GenericAPIView[Any]):
             if not has_perms_owner_aware(request.user, "view_document", document):
                 return HttpResponseForbidden("Insufficient permissions")
 
-            documents = [document]
+            documents = Document.objects.filter(pk=document.pk)
         else:
             documents = Document.objects.filter(
                 id__in=permitted_document_ids(request.user),

src/documents/workflows/mutations.py

@@ -105,7 +105,8 @@ def apply_assignment_to_document(
                 field=field,
                 document=document,
             ).first()
-            if instance and args[value_field_name] is not None:
+            # empty string is indistinguishable from no value in the UI
+            if instance and args[value_field_name] not in (None, ""):
                 setattr(instance, value_field_name, args[value_field_name])
                 instance.save()
             elif not instance:

src/locale/en_US/LC_MESSAGES/django.po

@@ -2,7 +2,7 @@ msgid ""
 msgstr ""
 "Project-Id-Version: paperless-ngx\n"
 "Report-Msgid-Bugs-To: \n"
-"POT-Creation-Date: 2026-08-08 14:28+0000\n"
+"POT-Creation-Date: 2026-08-10 02:25+0000\n"
 "PO-Revision-Date: 2022-02-17 04:17\n"
 "Last-Translator: \n"
 "Language-Team: English\n"
@@ -53,7 +53,7 @@ msgstr ""
 msgid "Maximum nesting depth exceeded."
 msgstr ""
 
-#: documents/filters.py:1073
+#: documents/filters.py:1079
 msgid "Custom field not found"
 msgstr ""
 

src/paperless/auth.py

@@ -19,7 +19,10 @@ class AutoLoginMiddleware(MiddlewareMixin):
         if request.path.startswith("/api/token/") and request.method == "POST":
             return None
         try:
-            request.user = User.objects.get(username=settings.AUTO_LOGIN_USERNAME)
+            request.user = User.objects.get(
+                username=settings.AUTO_LOGIN_USERNAME,
+                is_active=True,
+            )
             auth.login(
                 request=request,
                 user=request.user,

src/paperless/parsers/remote.py

@@ -3,7 +3,9 @@ Built-in remote-OCR document parser.
 
 Handles documents by sending them to a configured remote OCR engine
 (currently Azure AI Vision / Document Intelligence) and retrieving both
-the extracted text and a searchable PDF with an embedded text layer.
+the extracted text and a searchable PDF with an embedded text layer. For
+born-digital PDFs that need no archive copy, the remote call is skipped
+entirely in favor of locally-extracted text (see ``RemoteDocumentParser.parse``).
 
 When no engine is configured, ``score()`` returns ``None`` so the parser
 is effectively invisible to the registry — the tesseract parser handles
@@ -22,6 +24,8 @@ from typing import Self
 from django.conf import settings
 
 from documents.parsers import ParseError
+from paperless.parsers.utils import extract_pdf_text
+from paperless.parsers.utils import post_process_text
 from paperless.version import __full_version_str__
 
 if TYPE_CHECKING:
@@ -70,8 +74,11 @@ class RemoteDocumentParser:
     """Parse documents via a remote OCR API (currently Azure AI Vision).
 
     This parser sends documents to a remote engine that returns both
-    extracted text and a searchable PDF with an embedded text layer.
-    It does not depend on Tesseract or ocrmypdf.
+    extracted text and a searchable PDF with an embedded text layer,
+    except when ``parse()`` is called with ``produce_archive=False`` for
+    a PDF, in which case the remote call is skipped and only locally
+    extracted text is returned (no archive). It does not depend on
+    Tesseract or ocrmypdf.
 
     Class attributes
     ----------------
@@ -160,8 +167,11 @@ class RemoteDocumentParser:
         Returns
         -------
         bool
-            Always True — the remote engine always returns a PDF with an
-            embedded text layer that serves as the archive copy.
+            Always True — the remote engine is capable of returning a PDF
+            with an embedded text layer to serve as the archive copy.
+            Whether it actually does so for a given document depends on
+            ``produce_archive`` passed to :meth:`parse` (see there for when
+            the remote engine call, and thus archive generation, is skipped).
         """
         return True
 
@@ -218,6 +228,12 @@ class RemoteDocumentParser:
     ) -> None:
         """Send the document to the remote engine and store results.
 
+        When *produce_archive* is False for a PDF, the caller (via
+        ``documents.consumer.should_produce_archive``) has already determined
+        that the document is born-digital and needs no archive — skip the
+        remote engine entirely rather than re-OCRing it and creating a
+        duplicate text layer.
+
         Parameters
         ----------
         document_path:
@@ -225,8 +241,8 @@ class RemoteDocumentParser:
         mime_type:
             Detected MIME type of the document.
         produce_archive:
-            Ignored — the remote engine always returns a searchable PDF,
-            which is stored as the archive copy regardless of this flag.
+            Whether an archive copy is wanted. For PDFs, False skips the
+            remote engine and uses locally-extracted text instead.
         """
         config = RemoteEngineConfig(
             engine=settings.REMOTE_OCR_ENGINE,
@@ -241,6 +257,16 @@ class RemoteDocumentParser:
             self._text = ""
             return
 
+        if not produce_archive and mime_type == "application/pdf":
+            logger.debug(
+                "Remote OCR: skipped — no archive requested, "
+                "using locally-extracted text",
+            )
+            self._text = (
+                post_process_text(extract_pdf_text(document_path, log=logger)) or ""
+            )
+            return
+
         if config.engine == "azureai":
             self._text = self._azure_ai_vision_parse(document_path, config)
 

src/paperless/tests/parsers/test_remote_parser.py

@@ -337,6 +337,117 @@ class TestRemoteParserParse:
         assert remote_parser.get_date() is None
 
 
+# ---------------------------------------------------------------------------
+# parse() — produce_archive=False skips the remote engine (PDFs only)
+# ---------------------------------------------------------------------------
+
+
+class TestRemoteParserSkipsWhenNoArchiveWanted:
+    """When the caller has already decided no archive is needed for a PDF
+    (documents.consumer.should_produce_archive), the remote engine call is
+    skipped entirely in favor of locally-extracted text.
+    """
+
+    def test_pdf_skips_azure_when_no_archive_requested(
+        self,
+        remote_parser: RemoteDocumentParser,
+        simple_digital_pdf_file: Path,
+        azure_client: Mock,
+    ) -> None:
+        """
+        GIVEN: produce_archive=False for a PDF
+        WHEN:  parse() is called
+        THEN:  Azure is never invoked, no archive is produced, and text
+               comes from local pdftotext extraction
+        """
+        remote_parser.parse(
+            simple_digital_pdf_file,
+            "application/pdf",
+            produce_archive=False,
+        )
+
+        azure_client.begin_analyze_document.assert_not_called()
+        assert remote_parser.get_archive_path() is None
+        assert remote_parser.get_text() != ""
+
+    def test_pdf_no_archive_requested_text_matches_local_extraction(
+        self,
+        remote_parser: RemoteDocumentParser,
+        simple_digital_pdf_file: Path,
+        azure_client: Mock,
+        mocker: MockerFixture,
+    ) -> None:
+        """
+        GIVEN: produce_archive=False for a PDF
+        WHEN:  parse() is called
+        THEN:  the returned text is exactly the locally-extracted text,
+               not anything from the (unused) Azure mock
+        """
+        mocker.patch(
+            "paperless.parsers.remote.extract_pdf_text",
+            return_value="Local digital text.",
+        )
+
+        remote_parser.parse(
+            simple_digital_pdf_file,
+            "application/pdf",
+            produce_archive=False,
+        )
+
+        assert remote_parser.get_text() == "Local digital text."
+
+    def test_pdf_no_archive_requested_closes_no_client(
+        self,
+        remote_parser: RemoteDocumentParser,
+        simple_digital_pdf_file: Path,
+        azure_client: Mock,
+    ) -> None:
+        remote_parser.parse(
+            simple_digital_pdf_file,
+            "application/pdf",
+            produce_archive=False,
+        )
+
+        azure_client.close.assert_not_called()
+
+    def test_non_pdf_still_calls_azure_when_no_archive_requested(
+        self,
+        remote_parser: RemoteDocumentParser,
+        simple_digital_pdf_file: Path,
+        azure_client: Mock,
+    ) -> None:
+        """
+        Images have no local-text fallback, so produce_archive=False does
+        not skip the remote engine for non-PDF MIME types.
+        """
+        remote_parser.parse(
+            simple_digital_pdf_file,
+            "image/png",
+            produce_archive=False,
+        )
+
+        azure_client.begin_analyze_document.assert_called_once()
+        assert remote_parser.get_text() == _DEFAULT_TEXT
+
+    @pytest.mark.usefixtures("no_engine_settings")
+    def test_unconfigured_engine_takes_precedence_over_skip(
+        self,
+        remote_parser: RemoteDocumentParser,
+        simple_digital_pdf_file: Path,
+    ) -> None:
+        """An unconfigured engine still short-circuits before the
+        produce_archive check, returning empty text as before.
+        """
+        remote_parser.parse(
+            simple_digital_pdf_file,
+            "application/pdf",
+            produce_archive=False,
+        )
+
+        assert remote_parser.get_text() == ""
+        assert remote_parser.get_archive_path() is None
+
+
 # ---------------------------------------------------------------------------
 # parse() — Azure failure path
 # ---------------------------------------------------------------------------

src/paperless/tests/test_auth_middleware.py

@@ -0,0 +1,53 @@
+from django.contrib.auth.models import AnonymousUser
+from django.contrib.auth.models import User
+from django.test import RequestFactory
+from django.test import TestCase
+from django.test import override_settings
+
+from paperless.auth import AutoLoginMiddleware
+
+
+@override_settings(AUTO_LOGIN_USERNAME="autologin")
+class TestAutoLoginMiddleware(TestCase):
+    def setUp(self) -> None:
+        super().setUp()
+        self.factory = RequestFactory()
+        self.middleware = AutoLoginMiddleware(lambda request: None)
+
+    def _process(self, request):
+        # login() needs a session to write to
+        request.session = self.client.session
+        self.middleware.process_request(request)
+        return request
+
+    def test_active_user_is_logged_in(self) -> None:
+        """
+        GIVEN:
+            - AUTO_LOGIN_USERNAME names an active user
+        WHEN:
+            - A request is processed by the middleware
+        THEN:
+            - That user is attached to the request
+        """
+        user = User.objects.create_user(username="autologin")
+
+        request = self._process(self.factory.get("/"))
+
+        self.assertEqual(request.user, user)
+
+    def test_deactivated_user_is_not_logged_in(self) -> None:
+        """
+        GIVEN:
+            - AUTO_LOGIN_USERNAME names a user who has been deactivated
+        WHEN:
+            - A request is processed by the middleware
+        THEN:
+            - The request is left anonymous rather than authenticated as them
+        """
+        User.objects.create_user(username="autologin", is_active=False)
+
+        request = self.factory.get("/")
+        request.user = AnonymousUser()
+        self._process(request)
+
+        self.assertFalse(request.user.is_authenticated)

src/paperless_ai/chat.py

@@ -2,6 +2,8 @@ import json
 import logging
 import sys
 
+from django.db.models import QuerySet
+
 from documents.models import Document
 from paperless.config import AIConfig
 from paperless_ai.client import AIClient
@@ -82,10 +84,21 @@ def _build_document_reference(
 
 
 def _get_document_references(
-    documents: list[Document],
+    documents: QuerySet[Document],
     top_nodes: list,
 ) -> list[dict[str, int | str]]:
-    allowed_documents = {doc.pk: doc for doc in documents}
+    candidate_ids: set[int] = set()
+    for node in top_nodes:
+        try:
+            candidate_ids.add(int(node.metadata["document_id"]))
+        except (KeyError, TypeError, ValueError):  # pragma: no cover
+            continue
+
+    if not candidate_ids:
+        return []
+
+    allowed_documents = {doc.pk: doc for doc in documents.filter(pk__in=candidate_ids)}
+
     references: list[dict[str, int | str]] = []
     seen_document_ids: set[int] = set()
 
@@ -119,7 +132,7 @@ def _format_chat_metadata_trailer(references: list[dict[str, int | str]]) -> str
 
 def stream_chat_with_documents(
     query_str: str,
-    documents: list[Document],
+    documents: QuerySet[Document],
     output_language: str | None = None,
 ):
     try:
@@ -135,10 +148,10 @@ def stream_chat_with_documents(
 
 def _stream_chat_with_documents(
     query_str: str,
-    documents: list[Document],
+    documents: QuerySet[Document],
     output_language: str | None = None,
 ):
-    if not documents:
+    if not documents.exists():
         yield CHAT_NO_CONTENT_MESSAGE
         return
 
@@ -148,7 +161,9 @@ def _stream_chat_with_documents(
     from llama_index.core.retrievers import VectorIndexRetriever
 
     config = AIConfig()
-    filters = _document_id_filters(str(doc.pk) for doc in documents)
+    filters = _document_id_filters(
+        str(pk) for pk in documents.values_list("pk", flat=True)
+    )
 
     # Hold the shared read lock for the whole operation: the query engine
     # retrieves from the vector store again during synthesis, so the connection

src/paperless_ai/tests/test_chat.py

@@ -3,10 +3,12 @@ from unittest.mock import MagicMock
 from unittest.mock import patch
 
 import pytest
+from django.db.models.signals import post_init
 from llama_index.core import settings as llama_settings
 from llama_index.core.embeddings.mock_embed_model import MockEmbedding
 from llama_index.core.schema import TextNode
 
+from documents.models import Document
 from documents.tests.factories import DocumentFactory
 from paperless_ai import chat
 from paperless_ai import indexing
@@ -36,16 +38,6 @@ def patch_embed_nodes():
         yield mock_embed_nodes
 
 
-@pytest.fixture
-def mock_document():
-    doc = MagicMock()
-    doc.pk = 1
-    doc.title = "Test Document"
-    doc.filename = "test_file.pdf"
-    doc.content = "This is the document content."
-    return doc
-
-
 def assert_chat_output(
     output: list[str],
     *,
@@ -61,6 +53,13 @@ def assert_chat_output(
     }
 
 
+def _fake_documents_queryset(pks: list[int]) -> MagicMock:
+    qs = MagicMock()
+    qs.exists.return_value = bool(pks)
+    qs.values_list.return_value = pks
+    return qs
+
+
 @pytest.mark.parametrize(
     ("output_language", "expected_language_line"),
     [
@@ -107,9 +106,10 @@ def test_build_refine_prompt(
 
 @pytest.mark.django_db
 def test_stream_chat_with_one_document_retrieval(
-    mock_document,
     patch_embed_nodes,
 ) -> None:
+    document = DocumentFactory.create(title="Test Document", content="ignored")
+    documents = Document.objects.filter(pk=document.pk)
     with (
         patch("paperless_ai.chat.AIClient") as mock_client_cls,
         patch("paperless_ai.chat.load_or_build_index") as mock_load_index,
@@ -124,22 +124,19 @@ def test_stream_chat_with_one_document_retrieval(
         mock_client_cls.return_value = mock_client
         mock_client.llm = MagicMock()
 
-        mock_node = TextNode(
-            text="This is node content.",
-            metadata={"document_id": str(mock_document.pk), "title": "Test Document"},
-        )
         mock_index = MagicMock()
-        # Simulate get_nodes returning nodes (content exists)
-        mock_index.vector_store.get_nodes.return_value = [mock_node]
+        mock_index.vector_store.get_nodes.return_value = [
+            TextNode(
+                text="This is node content.",
+                metadata={"document_id": str(document.pk), "title": "Test Document"},
+            ),
+        ]
         mock_load_index.return_value = mock_index
 
         mock_retriever_instance = MagicMock()
         mock_retriever_instance.retrieve.return_value = [
             MagicMock(
-                metadata={
-                    "document_id": str(mock_document.pk),
-                    "title": "Test Document",
-                },
+                metadata={"document_id": str(document.pk), "title": "Test Document"},
             ),
         ]
 
@@ -153,7 +150,7 @@ def test_stream_chat_with_one_document_retrieval(
             "llama_index.core.retrievers.VectorIndexRetriever",
             return_value=mock_retriever_instance,
         ):
-            output = list(stream_chat_with_documents("What is this?", [mock_document]))
+            output = list(stream_chat_with_documents("What is this?", documents))
 
         mock_query_engine.query.assert_called_once_with("What is this?")
         synthesizer_kwargs = mock_get_response_synthesizer.call_args.kwargs
@@ -166,13 +163,16 @@ def test_stream_chat_with_one_document_retrieval(
             output,
             expected_chunks=["chunk1", "chunk2"],
             expected_references=[
-                {"id": mock_document.pk, "title": "Test Document"},
+                {"id": document.pk, "title": "Test Document"},
             ],
         )
 
 
 @pytest.mark.django_db
 def test_stream_chat_with_multiple_documents_retrieval(patch_embed_nodes) -> None:
+    doc1 = DocumentFactory.create(title="Document 1", content="ignored")
+    doc2 = DocumentFactory.create(title="Document 2", content="ignored")
+    documents = Document.objects.filter(pk__in=[doc1.pk, doc2.pk])
     with (
         patch("paperless_ai.chat.AIClient") as mock_client_cls,
         patch("paperless_ai.chat.load_or_build_index") as mock_load_index,
@@ -184,23 +184,23 @@ def test_stream_chat_with_multiple_documents_retrieval(patch_embed_nodes) -> Non
         mock_client_cls.return_value = mock_client
         mock_client.llm = MagicMock()
 
-        mock_node1 = TextNode(
-            text="Content for doc 1.",
-            metadata={"document_id": "1", "title": "Document 1"},
-        )
-        mock_node2 = TextNode(
-            text="Content for doc 2.",
-            metadata={"document_id": "2", "title": "Document 2"},
-        )
         mock_index = MagicMock()
-        # Simulate get_nodes returning nodes (content exists)
-        mock_index.vector_store.get_nodes.return_value = [mock_node1, mock_node2]
+        mock_index.vector_store.get_nodes.return_value = [
+            TextNode(
+                text="Content for doc 1.",
+                metadata={"document_id": str(doc1.pk), "title": "Document 1"},
+            ),
+            TextNode(
+                text="Content for doc 2.",
+                metadata={"document_id": str(doc2.pk), "title": "Document 2"},
+            ),
+        ]
         mock_load_index.return_value = mock_index
 
         mock_retriever_instance = MagicMock()
         mock_retriever_instance.retrieve.return_value = [
-            MagicMock(metadata={"document_id": "1", "title": "Document 1"}),
-            MagicMock(metadata={"document_id": "2", "title": "Document 2"}),
+            MagicMock(metadata={"document_id": str(doc1.pk), "title": "Document 1"}),
+            MagicMock(metadata={"document_id": str(doc2.pk), "title": "Document 2"}),
         ]
 
         mock_response_stream = MagicMock()
@@ -210,14 +210,11 @@ def test_stream_chat_with_multiple_documents_retrieval(patch_embed_nodes) -> Non
         mock_query_engine_cls.return_value = mock_query_engine
         mock_query_engine.query.return_value = mock_response_stream
 
-        doc1 = MagicMock(pk=1, title="Document 1", filename="doc1.pdf")
-        doc2 = MagicMock(pk=2, title="Document 2", filename="doc2.pdf")
-
         with patch(
             "llama_index.core.retrievers.VectorIndexRetriever",
             return_value=mock_retriever_instance,
         ):
-            output = list(stream_chat_with_documents("What's up?", [doc1, doc2]))
+            output = list(stream_chat_with_documents("What's up?", documents))
 
         mock_query_engine.query.assert_called_once_with("What's up?")
         patch_embed_nodes.assert_not_called()
@@ -225,15 +222,15 @@ def test_stream_chat_with_multiple_documents_retrieval(patch_embed_nodes) -> Non
             output,
             expected_chunks=["chunk1", "chunk2"],
             expected_references=[
-                {"id": 1, "title": "Document 1"},
-                {"id": 2, "title": "Document 2"},
+                {"id": doc1.pk, "title": "Document 1"},
+                {"id": doc2.pk, "title": "Document 2"},
             ],
         )
 
 
 def test_stream_chat_empty_document_list() -> None:
     with patch("paperless_ai.chat.load_or_build_index") as mock_load_index:
-        output = list(stream_chat_with_documents("Any info?", []))
+        output = list(stream_chat_with_documents("Any info?", Document.objects.none()))
         mock_load_index.assert_not_called()
         assert output == ["Sorry, I couldn't find any content to answer your question."]
 
@@ -253,7 +250,9 @@ def test_stream_chat_no_matching_nodes() -> None:
         mock_index.vector_store.get_nodes.return_value = []
         mock_load_index.return_value = mock_index
 
-        output = list(stream_chat_with_documents("Any info?", [MagicMock(pk=1)]))
+        output = list(
+            stream_chat_with_documents("Any info?", _fake_documents_queryset([1])),
+        )
 
         assert output == ["Sorry, I couldn't find any content to answer your question."]
 
@@ -282,7 +281,9 @@ def test_stream_chat_unexpected_failure_returns_generic_error(caplog) -> None:
             )
             mock_retriever_cls.return_value = mock_retriever
 
-            output = list(stream_chat_with_documents("Any info?", [MagicMock(pk=1)]))
+            output = list(
+                stream_chat_with_documents("Any info?", _fake_documents_queryset([1])),
+            )
 
         assert output == [CHAT_ERROR_MESSAGE]
         assert "Failed to stream document chat response" in caplog.text
@@ -298,7 +299,12 @@ class TestStreamChatRetrieval:
     ) -> None:
         doc = DocumentFactory.create(content="hello world")
         # Nothing indexed for this document yet.
-        out = list(chat.stream_chat_with_documents("question?", [doc]))
+        out = list(
+            chat.stream_chat_with_documents(
+                "question?",
+                Document.objects.filter(pk=doc.pk),
+            ),
+        )
         assert chat.CHAT_NO_CONTENT_MESSAGE in out
 
     def test_chat_filter_contains_only_requested_document_ids(
@@ -332,7 +338,12 @@ class TestStreamChatRetrieval:
             side_effect=capture_retriever,
         )
 
-        list(chat.stream_chat_with_documents("question?", [included]))
+        list(
+            chat.stream_chat_with_documents(
+                "question?",
+                Document.objects.filter(pk=included.pk),
+            ),
+        )
 
         assert captured_filters, "VectorIndexRetriever was never constructed"
         filt = captured_filters[0]
@@ -340,3 +351,47 @@ class TestStreamChatRetrieval:
         filter_values = filt.filters[0].value
         assert str(included.pk) in filter_values
         assert str(excluded.pk) not in filter_values
+
+    @pytest.mark.django_db
+    def test_get_document_references_only_queries_referenced_documents(
+        self,
+        django_assert_num_queries,
+    ) -> None:
+        """Building references must not hydrate every document the caller is
+        permitted to see -- only the (<= CHAT_RETRIEVER_TOP_K) documents that
+        the retriever actually returned nodes for.
+        """
+        referenced = DocumentFactory.create(title="Referenced Document")
+        # Many more documents are "accessible" but never referenced by a node.
+        DocumentFactory.create_batch(200)
+
+        documents = Document.objects.all()
+        top_nodes = [
+            MagicMock(
+                metadata={
+                    "document_id": str(referenced.pk),
+                    "title": "Referenced Document",
+                },
+            ),
+        ]
+
+        hydrated_count = 0
+
+        def _count_hydration(sender, instance, **kwargs):
+            nonlocal hydrated_count
+            hydrated_count += 1
+
+        post_init.connect(_count_hydration, sender=Document)
+        try:
+            # One query: `documents.filter(pk__in=candidate_ids)` for the single
+            # referenced id. No query should scale with the 200 unreferenced documents.
+            with django_assert_num_queries(1):
+                references = chat._get_document_references(documents, top_nodes)
+        finally:
+            post_init.disconnect(_count_hydration, sender=Document)
+
+        # The bug this guards against: the old code hydrated all 201 accessible
+        # documents via `{doc.pk: doc for doc in documents}` before filtering by
+        # top_nodes. Only the referenced document should ever be constructed.
+        assert hydrated_count == 1
+        assert references == [{"id": referenced.pk, "title": "Referenced Document"}]

uv.lock

@@ -1298,16 +1298,16 @@ wheels = [
 
 [[package]]
 name = "fpdf2"
-version = "2.8.7"
+version = "2.8.8"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "defusedxml", marker = "sys_platform == 'darwin' or sys_platform == 'linux'" },
     { name = "fonttools", marker = "sys_platform == 'darwin' or sys_platform == 'linux'" },
     { name = "pillow", marker = "sys_platform == 'darwin' or sys_platform == 'linux'" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/27/f2/72feae0b2827ed38013e4307b14f95bf0b3d124adfef4d38a7d57533f7be/fpdf2-2.8.7.tar.gz", hash = "sha256:7060ccee5a9c7ab0a271fb765a36a23639f83ef8996c34e3d46af0a17ede57f9", size = 362351, upload-time = "2026-02-28T05:39:16.456Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/1e/bc/8fd4321aed40cadadddc8f311c65b6082346b252bca048f7b476d8f35d72/fpdf2-2.8.8.tar.gz", hash = "sha256:9e94e155e85e8053329a9a1fce8b566fd7a7c5bb79e98a1a3952d379b947c5b9", size = 374689, upload-time = "2026-08-09T23:32:45.334Z" }
 wheels = [
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 [[package]]
@@ -2927,8 +2927,8 @@ dependencies = [
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     { name = "tantivy", marker = "sys_platform == 'darwin' or sys_platform == 'linux'" },
     { name = "tika-client", marker = "sys_platform == 'darwin' or sys_platform == 'linux'" },
-    { name = "torch", version = "2.13.0", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "sys_platform == 'darwin'" },
-    { name = "torch", version = "2.13.0+cpu", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "sys_platform == 'linux'" },
+    { name = "torch", version = "2.13.0", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
+    { name = "torch", version = "2.13.0+cpu", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "(python_full_version >= '3.15' and sys_platform == 'darwin') or sys_platform == 'linux'" },
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     { name = "whitenoise", marker = "sys_platform == 'darwin' or sys_platform == 'linux'" },
     { name = "zxing-cpp", marker = "sys_platform == 'darwin' or sys_platform == 'linux'" },
@@ -4511,8 +4511,8 @@ dependencies = [
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     { name = "scikit-learn", marker = "sys_platform == 'darwin' or sys_platform == 'linux'" },
     { name = "scipy", marker = "sys_platform == 'darwin' or sys_platform == 'linux'" },
-    { name = "torch", version = "2.13.0", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "sys_platform == 'darwin'" },
-    { name = "torch", version = "2.13.0+cpu", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "sys_platform == 'linux'" },
+    { name = "torch", version = "2.13.0", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
+    { name = "torch", version = "2.13.0+cpu", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "(python_full_version >= '3.15' and sys_platform == 'darwin') or sys_platform == 'linux'" },
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     { name = "transformers", marker = "sys_platform == 'darwin' or sys_platform == 'linux'" },
     { name = "typing-extensions", marker = "sys_platform == 'darwin' or sys_platform == 'linux'" },
@@ -4957,18 +4957,17 @@ name = "torch"
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 source = { registry = "https://download.pytorch.org/whl/cpu" }
 resolution-markers = [
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-    { name = "setuptools", marker = "sys_platform == 'darwin'" },
-    { name = "sympy", marker = "sys_platform == 'darwin'" },
-    { name = "typing-extensions", marker = "sys_platform == 'darwin'" },
+    { name = "filelock", marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
+    { name = "fsspec", marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
+    { name = "jinja2", marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
+    { name = "networkx", marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
+    { name = "setuptools", marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
+    { name = "sympy", marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
+    { name = "typing-extensions", marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
 ]
 wheels = [
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@@ -4983,6 +4982,7 @@ name = "torch"
 version = "2.13.0+cpu"
 source = { registry = "https://download.pytorch.org/whl/cpu" }
 resolution-markers = [
+    "python_full_version >= '3.15' and sys_platform == 'darwin'",
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     "python_full_version == '3.12.*' and platform_machine == 'aarch64' and sys_platform == 'linux'",
     "python_full_version >= '3.15' and sys_platform == 'linux'",
@@ -4990,13 +4990,13 @@ resolution-markers = [
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 ]
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-    { name = "jinja2", marker = "sys_platform == 'linux'" },
-    { name = "networkx", marker = "sys_platform == 'linux'" },
-    { name = "setuptools", marker = "sys_platform == 'linux'" },
-    { name = "sympy", marker = "sys_platform == 'linux'" },
-    { name = "typing-extensions", marker = "sys_platform == 'linux'" },
+    { name = "filelock", marker = "(python_full_version >= '3.15' and sys_platform == 'darwin') or sys_platform == 'linux'" },
+    { name = "fsspec", marker = "(python_full_version >= '3.15' and sys_platform == 'darwin') or sys_platform == 'linux'" },
+    { name = "jinja2", marker = "(python_full_version >= '3.15' and sys_platform == 'darwin') or sys_platform == 'linux'" },
+    { name = "networkx", marker = "(python_full_version >= '3.15' and sys_platform == 'darwin') or sys_platform == 'linux'" },
+    { name = "setuptools", marker = "(python_full_version >= '3.15' and sys_platform == 'darwin') or sys_platform == 'linux'" },
+    { name = "sympy", marker = "(python_full_version >= '3.15' and sys_platform == 'darwin') or sys_platform == 'linux'" },
+    { name = "typing-extensions", marker = "(python_full_version >= '3.15' and sys_platform == 'darwin') or sys_platform == 'linux'" },
 ]
 wheels = [
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