Enhancement: doc_id placeholder support in workflow templates

---------

Co-authored-by: Trenton H <797416+stumpylog@users.noreply.github.com>

Dockerfile

@@ -196,7 +196,11 @@ RUN set -eux \
     && apt-get install --yes --quiet --no-install-recommends ${BUILD_PACKAGES} \
   && echo "Installing Python requirements" \
     && uv export --quiet --no-dev --all-extras --format requirements-txt --output-file requirements.txt \
-    && uv pip install --no-cache --system --no-python-downloads --python-preference system --requirements requirements.txt \
+    && uv pip install --no-cache --system --no-python-downloads --python-preference system \
+      --index https://pypi.org/simple \
+      --index https://download.pytorch.org/whl/cpu \
+      --index-strategy unsafe-best-match \
+      --requirements requirements.txt \
   && echo "Installing NLTK data" \
     && python3 -W ignore::RuntimeWarning -m nltk.downloader -d "/usr/share/nltk_data" snowball_data \
     && python3 -W ignore::RuntimeWarning -m nltk.downloader -d "/usr/share/nltk_data" stopwords \

docs/configuration.md

@@ -1873,7 +1873,7 @@ using the OpenAI API. This setting is required to be set to use the AI features.
 #### [`PAPERLESS_AI_LLM_MODEL=<str>`](#PAPERLESS_AI_LLM_MODEL) {#PAPERLESS_AI_LLM_MODEL}
 
 : The model to use for the AI backend, i.e. "gpt-3.5-turbo", "gpt-4" or any of the models supported by the
-current backend. If not supplied, defaults to "gpt-3.5-turbo" for OpenAI and "llama3" for Ollama.
+current backend. If not supplied, defaults to "gpt-3.5-turbo" for OpenAI and "llama3.1" for Ollama.
 
     Defaults to None.
 

docs/usage.md

@@ -597,6 +597,7 @@ The following placeholders are only available for "added" or "updated" triggers
 -   `{{created_day}}`: created day
 -   `{{created_time}}`: created time in HH:MM format
 -   `{{doc_url}}`: URL to the document in the web UI. Requires the `PAPERLESS_URL` setting to be set.
+-   `{{doc_id}}`: Document ID
 
 ##### Examples
 

pyproject.toml

@@ -77,6 +77,7 @@ dependencies = [
   "sentence-transformers>=4.1",
   "setproctitle~=1.3.4",
   "tika-client~=0.10.0",
+  "torch~=2.7.0",
   "tqdm~=4.67.1",
   "watchdog~=6.0",
   "whitenoise~=6.9",
@@ -169,6 +170,15 @@ zxing-cpp = [
   { url = "https://github.com/paperless-ngx/builder/releases/download/zxing-2.3.0/zxing_cpp-2.3.0-cp312-cp312-linux_aarch64.whl", marker = "sys_platform == 'linux' and platform_machine == 'aarch64' and python_version == '3.12'" },
 ]
 
+torch = [
+  { index = "pytorch-cpu" },
+]
+
+[[tool.uv.index]]
+name = "pytorch-cpu"
+url = "https://download.pytorch.org/whl/cpu"
+explicit = true
+
 [tool.ruff]
 target-version = "py310"
 line-length = 88

src-ui/src/app/components/common/edit-dialog/workflow-edit-dialog/workflow-edit-dialog.component.spec.ts

@@ -252,7 +252,7 @@ describe('WorkflowEditDialogComponent', () => {
     expect(component.object.actions.length).toEqual(2)
   })
 
-  it('should update order and remove ids from actions on drag n drop', () => {
+  it('should update order on drag n drop', () => {
     const action1 = workflow.actions[0]
     const action2 = workflow.actions[1]
     component.object = workflow
@@ -261,8 +261,6 @@ describe('WorkflowEditDialogComponent', () => {
       WorkflowAction[]
     >)
     expect(component.object.actions).toEqual([action2, action1])
-    expect(action1.id).toBeNull()
-    expect(action2.id).toBeNull()
   })
 
   it('should not include auto matching in algorithms', () => {

src-ui/src/app/components/common/edit-dialog/workflow-edit-dialog/workflow-edit-dialog.component.ts

@@ -1283,11 +1283,6 @@ export class WorkflowEditDialogComponent
     const actionField = this.actionFields.at(event.previousIndex)
     this.actionFields.removeAt(event.previousIndex)
     this.actionFields.insert(event.currentIndex, actionField)
-    // removing id will effectively re-create the actions in this order
-    this.object.actions.forEach((a) => (a.id = null))
-    this.actionFields.controls.forEach((c) =>
-      c.get('id').setValue(null, { emitEvent: false })
-    )
   }
 
   save(): void {

src/documents/migrations/1076_workflowaction_order.py

@@ -0,0 +1,28 @@
+# Generated by Django 5.2.7 on 2026-01-14 16:53
+
+from django.db import migrations
+from django.db import models
+from django.db.models import F
+
+
+def populate_action_order(apps, schema_editor):
+    WorkflowAction = apps.get_model("documents", "WorkflowAction")
+    WorkflowAction.objects.all().update(order=F("id"))
+
+
+class Migration(migrations.Migration):
+    dependencies = [
+        ("documents", "1075_alter_paperlesstask_task_name"),
+    ]
+
+    operations = [
+        migrations.AddField(
+            model_name="workflowaction",
+            name="order",
+            field=models.PositiveIntegerField(default=0, verbose_name="order"),
+        ),
+        migrations.RunPython(
+            populate_action_order,
+            reverse_code=migrations.RunPython.noop,
+        ),
+    ]

src/documents/models.py

@@ -1295,6 +1295,8 @@ class WorkflowAction(models.Model):
         default=WorkflowActionType.ASSIGNMENT,
     )
 
+    order = models.PositiveIntegerField(_("order"), default=0)
+
     assign_title = models.TextField(
         _("assign title"),
         null=True,

src/documents/serialisers.py

@@ -2577,7 +2577,8 @@ class WorkflowSerializer(serializers.ModelSerializer):
                 set_triggers.append(trigger_instance)
 
         if actions is not None and actions is not serializers.empty:
-            for action in actions:
+            for index, action in enumerate(actions):
+                action["order"] = index
                 assign_tags = action.pop("assign_tags", None)
                 assign_view_users = action.pop("assign_view_users", None)
                 assign_view_groups = action.pop("assign_view_groups", None)
@@ -2704,6 +2705,16 @@ class WorkflowSerializer(serializers.ModelSerializer):
 
         return instance
 
+    def to_representation(self, instance):
+        data = super().to_representation(instance)
+        actions = instance.actions.order_by("order", "pk")
+        data["actions"] = WorkflowActionSerializer(
+            actions,
+            many=True,
+            context=self.context,
+        ).data
+        return data
+
 
 class TrashSerializer(SerializerWithPerms):
     documents = serializers.ListField(

src/documents/signals/handlers.py

@@ -781,7 +781,7 @@ def run_workflows(
 
         if matching.document_matches_workflow(document, workflow, trigger_type):
             action: WorkflowAction
-            for action in workflow.actions.all():
+            for action in workflow.actions.order_by("order", "pk"):
                 message = f"Applying {action} from {workflow}"
                 if not use_overrides:
                     logger.info(message, extra={"group": logging_group})

src/documents/templating/workflows.py

@@ -40,6 +40,7 @@ def parse_w_workflow_placeholders(
     created: date | None = None,
     doc_title: str | None = None,
     doc_url: str | None = None,
+    doc_id: int | None = None,
 ) -> str:
     """
     Available title placeholders for Workflows depend on what has already been assigned,
@@ -79,6 +80,8 @@ def parse_w_workflow_placeholders(
         formatting.update({"doc_title": doc_title})
     if doc_url is not None:
         formatting.update({"doc_url": doc_url})
+    if doc_id is not None:
+        formatting.update({"doc_id": str(doc_id)})
 
     logger.debug(f"Parsing Workflow Jinja template: {text}")
     try:

src/documents/tests/test_workflows.py

@@ -3298,7 +3298,7 @@ class TestWorkflows(
         )
         webhook_action = WorkflowActionWebhook.objects.create(
             use_params=False,
-            body="Test message: {{doc_url}}",
+            body="Test message: {{doc_url}} with id {{doc_id}}",
             url="http://paperless-ngx.com",
             include_document=False,
         )
@@ -3328,7 +3328,10 @@ class TestWorkflows(
 
         mock_post.assert_called_once_with(
             url="http://paperless-ngx.com",
-            data=f"Test message: http://localhost:8000/paperless/documents/{doc.id}/",
+            data=(
+                f"Test message: http://localhost:8000/paperless/documents/{doc.id}/"
+                f" with id {doc.id}"
+            ),
             headers={},
             files=None,
             as_json=False,

src/documents/workflows/actions.py

@@ -44,6 +44,7 @@ def build_workflow_action_context(
             "current_filename": document.filename or "",
             "added": timezone.localtime(document.added),
             "created": document.created,
+            "id": document.pk,
         }
 
     correspondent_obj = (
@@ -75,6 +76,7 @@ def build_workflow_action_context(
         "current_filename": filename,
         "added": timezone.localtime(timezone.now()),
         "created": overrides.created if overrides else None,
+        "id": "",
     }
 
 
@@ -109,6 +111,7 @@ def execute_email_action(
             context["created"],
             context["title"],
             context["doc_url"],
+            context["id"],
         )
         if action.email.subject
         else ""
@@ -125,6 +128,7 @@ def execute_email_action(
             context["created"],
             context["title"],
             context["doc_url"],
+            context["id"],
         )
         if action.email.body
         else ""
@@ -203,6 +207,7 @@ def execute_webhook_action(
                             context["created"],
                             context["title"],
                             context["doc_url"],
+                            context["id"],
                         )
                 except Exception as e:
                     logger.error(
@@ -221,6 +226,7 @@ def execute_webhook_action(
                 context["created"],
                 context["title"],
                 context["doc_url"],
+                context["id"],
             )
         headers = {}
         if action.webhook.headers:

src/documents/workflows/mutations.py

@@ -55,6 +55,9 @@ def apply_assignment_to_document(
                 document.original_filename or "",
                 document.filename or "",
                 document.created,
+                "",  # dont pass the title to avoid recursion
+                "",  # no urls in titles
+                document.pk,
             )
         except Exception:  # pragma: no cover
             logger.exception(

src/documents/workflows/utils.py

@@ -20,9 +20,6 @@ def get_workflows_for_trigger(
     wrap it in a list; otherwise fetch enabled workflows for the trigger with
     the prefetches used by the runner.
     """
-    if workflow_to_run is not None:
-        return [workflow_to_run]
-
     annotated_actions = (
         WorkflowAction.objects.select_related(
             "assign_correspondent",
@@ -105,10 +102,25 @@ def get_workflows_for_trigger(
         )
     )
 
+    action_prefetch = Prefetch(
+        "actions",
+        queryset=annotated_actions.order_by("order", "pk"),
+    )
+
+    if workflow_to_run is not None:
+        return (
+            Workflow.objects.filter(pk=workflow_to_run.pk)
+            .prefetch_related(
+                action_prefetch,
+                "triggers",
+            )
+            .distinct()
+        )
+
     return (
         Workflow.objects.filter(enabled=True, triggers__type=trigger_type)
         .prefetch_related(
-            Prefetch("actions", queryset=annotated_actions),
+            action_prefetch,
             "triggers",
         )
         .order_by("order")

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: 2026-01-13 16:26+0000\n"
+"POT-Creation-Date: 2026-01-15 23:01+0000\n"
 "PO-Revision-Date: 2022-02-17 04:17\n"
 "Last-Translator: \n"
 "Language-Team: English\n"
@@ -89,7 +89,7 @@ msgstr ""
 msgid "Automatic"
 msgstr ""
 
-#: documents/models.py:64 documents/models.py:456 documents/models.py:1527
+#: documents/models.py:64 documents/models.py:456 documents/models.py:1529
 #: paperless_mail/models.py:23 paperless_mail/models.py:143
 msgid "name"
 msgstr ""
@@ -264,7 +264,7 @@ msgid "The position of this document in your physical document archive."
 msgstr ""
 
 #: documents/models.py:318 documents/models.py:700 documents/models.py:754
-#: documents/models.py:1570
+#: documents/models.py:1572
 msgid "document"
 msgstr ""
 
@@ -1047,179 +1047,180 @@ msgstr ""
 msgid "Workflow Action Type"
 msgstr ""
 
-#: documents/models.py:1299
+#: documents/models.py:1298 documents/models.py:1531
-msgid "assign title"
+#: paperless_mail/models.py:145
-msgstr ""
-
-#: documents/models.py:1303
-msgid "Assign a document title, must  be a Jinja2 template, see documentation."
-msgstr ""
-
-#: documents/models.py:1311 paperless_mail/models.py:274
-msgid "assign this tag"
-msgstr ""
-
-#: documents/models.py:1320 paperless_mail/models.py:282
-msgid "assign this document type"
-msgstr ""
-
-#: documents/models.py:1329 paperless_mail/models.py:296
-msgid "assign this correspondent"
-msgstr ""
-
-#: documents/models.py:1338
-msgid "assign this storage path"
-msgstr ""
-
-#: documents/models.py:1347
-msgid "assign this owner"
-msgstr ""
-
-#: documents/models.py:1354
-msgid "grant view permissions to these users"
-msgstr ""
-
-#: documents/models.py:1361
-msgid "grant view permissions to these groups"
-msgstr ""
-
-#: documents/models.py:1368
-msgid "grant change permissions to these users"
-msgstr ""
-
-#: documents/models.py:1375
-msgid "grant change permissions to these groups"
-msgstr ""
-
-#: documents/models.py:1382
-msgid "assign these custom fields"
-msgstr ""
-
-#: documents/models.py:1386
-msgid "custom field values"
-msgstr ""
-
-#: documents/models.py:1390
-msgid "Optional values to assign to the custom fields."
-msgstr ""
-
-#: documents/models.py:1399
-msgid "remove these tag(s)"
-msgstr ""
-
-#: documents/models.py:1404
-msgid "remove all tags"
-msgstr ""
-
-#: documents/models.py:1411
-msgid "remove these document type(s)"
-msgstr ""
-
-#: documents/models.py:1416
-msgid "remove all document types"
-msgstr ""
-
-#: documents/models.py:1423
-msgid "remove these correspondent(s)"
-msgstr ""
-
-#: documents/models.py:1428
-msgid "remove all correspondents"
-msgstr ""
-
-#: documents/models.py:1435
-msgid "remove these storage path(s)"
-msgstr ""
-
-#: documents/models.py:1440
-msgid "remove all storage paths"
-msgstr ""
-
-#: documents/models.py:1447
-msgid "remove these owner(s)"
-msgstr ""
-
-#: documents/models.py:1452
-msgid "remove all owners"
-msgstr ""
-
-#: documents/models.py:1459
-msgid "remove view permissions for these users"
-msgstr ""
-
-#: documents/models.py:1466
-msgid "remove view permissions for these groups"
-msgstr ""
-
-#: documents/models.py:1473
-msgid "remove change permissions for these users"
-msgstr ""
-
-#: documents/models.py:1480
-msgid "remove change permissions for these groups"
-msgstr ""
-
-#: documents/models.py:1485
-msgid "remove all permissions"
-msgstr ""
-
-#: documents/models.py:1492
-msgid "remove these custom fields"
-msgstr ""
-
-#: documents/models.py:1497
-msgid "remove all custom fields"
-msgstr ""
-
-#: documents/models.py:1506
-msgid "email"
-msgstr ""
-
-#: documents/models.py:1515
-msgid "webhook"
-msgstr ""
-
-#: documents/models.py:1519
-msgid "workflow action"
-msgstr ""
-
-#: documents/models.py:1520
-msgid "workflow actions"
-msgstr ""
-
-#: documents/models.py:1529 paperless_mail/models.py:145
 msgid "order"
 msgstr ""
 
-#: documents/models.py:1535
+#: documents/models.py:1301
+msgid "assign title"
+msgstr ""
+
+#: documents/models.py:1305
+msgid "Assign a document title, must  be a Jinja2 template, see documentation."
+msgstr ""
+
+#: documents/models.py:1313 paperless_mail/models.py:274
+msgid "assign this tag"
+msgstr ""
+
+#: documents/models.py:1322 paperless_mail/models.py:282
+msgid "assign this document type"
+msgstr ""
+
+#: documents/models.py:1331 paperless_mail/models.py:296
+msgid "assign this correspondent"
+msgstr ""
+
+#: documents/models.py:1340
+msgid "assign this storage path"
+msgstr ""
+
+#: documents/models.py:1349
+msgid "assign this owner"
+msgstr ""
+
+#: documents/models.py:1356
+msgid "grant view permissions to these users"
+msgstr ""
+
+#: documents/models.py:1363
+msgid "grant view permissions to these groups"
+msgstr ""
+
+#: documents/models.py:1370
+msgid "grant change permissions to these users"
+msgstr ""
+
+#: documents/models.py:1377
+msgid "grant change permissions to these groups"
+msgstr ""
+
+#: documents/models.py:1384
+msgid "assign these custom fields"
+msgstr ""
+
+#: documents/models.py:1388
+msgid "custom field values"
+msgstr ""
+
+#: documents/models.py:1392
+msgid "Optional values to assign to the custom fields."
+msgstr ""
+
+#: documents/models.py:1401
+msgid "remove these tag(s)"
+msgstr ""
+
+#: documents/models.py:1406
+msgid "remove all tags"
+msgstr ""
+
+#: documents/models.py:1413
+msgid "remove these document type(s)"
+msgstr ""
+
+#: documents/models.py:1418
+msgid "remove all document types"
+msgstr ""
+
+#: documents/models.py:1425
+msgid "remove these correspondent(s)"
+msgstr ""
+
+#: documents/models.py:1430
+msgid "remove all correspondents"
+msgstr ""
+
+#: documents/models.py:1437
+msgid "remove these storage path(s)"
+msgstr ""
+
+#: documents/models.py:1442
+msgid "remove all storage paths"
+msgstr ""
+
+#: documents/models.py:1449
+msgid "remove these owner(s)"
+msgstr ""
+
+#: documents/models.py:1454
+msgid "remove all owners"
+msgstr ""
+
+#: documents/models.py:1461
+msgid "remove view permissions for these users"
+msgstr ""
+
+#: documents/models.py:1468
+msgid "remove view permissions for these groups"
+msgstr ""
+
+#: documents/models.py:1475
+msgid "remove change permissions for these users"
+msgstr ""
+
+#: documents/models.py:1482
+msgid "remove change permissions for these groups"
+msgstr ""
+
+#: documents/models.py:1487
+msgid "remove all permissions"
+msgstr ""
+
+#: documents/models.py:1494
+msgid "remove these custom fields"
+msgstr ""
+
+#: documents/models.py:1499
+msgid "remove all custom fields"
+msgstr ""
+
+#: documents/models.py:1508
+msgid "email"
+msgstr ""
+
+#: documents/models.py:1517
+msgid "webhook"
+msgstr ""
+
+#: documents/models.py:1521
+msgid "workflow action"
+msgstr ""
+
+#: documents/models.py:1522
+msgid "workflow actions"
+msgstr ""
+
+#: documents/models.py:1537
 msgid "triggers"
 msgstr ""
 
-#: documents/models.py:1542
+#: documents/models.py:1544
 msgid "actions"
 msgstr ""
 
-#: documents/models.py:1545 paperless_mail/models.py:154
+#: documents/models.py:1547 paperless_mail/models.py:154
 msgid "enabled"
 msgstr ""
 
-#: documents/models.py:1556
+#: documents/models.py:1558
 msgid "workflow"
 msgstr ""
 
-#: documents/models.py:1560
+#: documents/models.py:1562
 msgid "workflow trigger type"
 msgstr ""
 
-#: documents/models.py:1574
+#: documents/models.py:1576
 msgid "date run"
 msgstr ""
 
-#: documents/models.py:1580
+#: documents/models.py:1582
 msgid "workflow run"
 msgstr ""
 
-#: documents/models.py:1581
+#: documents/models.py:1583
 msgid "workflow runs"
 msgstr ""
 

src/paperless_ai/client.py

@@ -23,7 +23,7 @@ class AIClient:
     def get_llm(self) -> Ollama | OpenAI:
         if self.settings.llm_backend == "ollama":
             return Ollama(
-                model=self.settings.llm_model or "llama3",
+                model=self.settings.llm_model or "llama3.1",
                 base_url=self.settings.llm_endpoint or "http://localhost:11434",
                 request_timeout=120,
             )
@@ -52,7 +52,7 @@ class AIClient:
         )
         tool_calls = self.llm.get_tool_calls_from_response(
             result,
-            error_on_no_tool_calls=True,
+            error_on_no_tool_call=True,
         )
         logger.debug("LLM query result: %s", tool_calls)
         parsed = DocumentClassifierSchema(**tool_calls[0].tool_kwargs)

uv.lock

@@ -2746,139 +2746,6 @@ wheels = [
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