remove tab character

## What type of PR is this? (check all applicable)

- [ ] Refactor
- [X] Feature
- [ ] Bug Fix
- [ ] Optimization
- [ ] Documentation Update
- [ ] Community Node Submission


## Have you discussed this change with the InvokeAI team?
- [X] Yes
- [ ] No, because:

      
## Have you updated all relevant documentation?
- [X] Yes
- [ ] No


## Description

This minor change adds the ability to filter the model lists returned by
V2 of the model manager using the model file format (e.g. "checkpoint").
Just thought this would be a useful feature.

## Related Tickets & Documents

<!--
For pull requests that relate or close an issue, please include them
below. 

For example having the text: "closes #1234" would connect the current
pull
request to issue 1234.  And when we merge the pull request, Github will
automatically close the issue.
-->

- Related Issue #
- Closes #

## QA Instructions, Screenshots, Recordings

<!-- 
Please provide steps on how to test changes, any hardware or 
software specifications as well as any other pertinent information. 
-->

## Merge Plan

This can be merged when approved without any adverse effects.

<!--
A merge plan describes how this PR should be handled after it is
approved.

Example merge plans:
- "This PR can be merged when approved"
- "This must be squash-merged when approved"
- "DO NOT MERGE - I will rebase and tidy commits before merging"
- "#dev-chat on discord needs to be advised of this change when it is
merged"

A merge plan is particularly important for large PRs or PRs that touch
the
database in any way.
-->

## Added/updated tests?

- [ ] Yes
- [X] No : minor feature - tested informally using the router API

## [optional] Are there any post deployment tasks we need to perform?

.github/pull_request_template.md

@@ -42,6 +42,21 @@ Please provide steps on how to test changes, any hardware or
 software specifications as well as any other pertinent information. 
 -->
 
+## Merge Plan
+
+<!--
+A merge plan describes how this PR should be handled after it is approved.
+
+Example merge plans:
+- "This PR can be merged when approved"
+- "This must be squash-merged when approved"
+- "DO NOT MERGE - I will rebase and tidy commits before merging"
+- "#dev-chat on discord needs to be advised of this change when it is merged"
+
+A merge plan is particularly important for large PRs or PRs that touch the
+database in any way.
+-->
+
 ## Added/updated tests?
 
 - [ ] Yes

.github/workflows/pypi-release.yml

@@ -15,19 +15,37 @@ jobs:
       TWINE_PASSWORD: ${{ secrets.PYPI_API_TOKEN }}
       TWINE_NON_INTERACTIVE: 1
     steps:
-      - name: checkout sources
+      - name: Checkout sources
-        uses: actions/checkout@v3
+        uses: actions/checkout@v4
 
-      - name: install deps
+      - name: Setup Node 20
+        uses: actions/setup-node@v4
+        with:
+          node-version: '20'
+
+      - name: Setup pnpm
+        uses: pnpm/action-setup@v2
+        with:
+          version: 8
+
+      - name: Install pnpm dependencies
+        working-directory: invokeai/frontend/web
+        run: 'pnpm install --prefer-frozen-lockfile'
+
+      - name: Build frontend
+        working-directory: invokeai/frontend/web
+        run: 'pnpm build'
+
+      - name: Install python deps
         run: pip install --upgrade build twine
 
-      - name: build package
+      - name: Build wheel package
         run: python3 -m build
 
-      - name: check distribution
+      - name: Check distribution
         run: twine check dist/*
 
-      - name: check PyPI versions
+      - name: Check PyPI versions
         if: github.ref == 'refs/heads/main' || startsWith(github.ref, 'refs/heads/release/')
         run: |
           pip install --upgrade requests
@@ -36,6 +54,6 @@ jobs:
           EXISTS=scripts.pypi_helper.local_on_pypi(); \
           print(f'PACKAGE_EXISTS={EXISTS}')" >> $GITHUB_ENV
 
-      - name: upload package
+      - name: Upload package
         if: env.PACKAGE_EXISTS == 'False' && env.TWINE_PASSWORD != ''
         run: twine upload dist/*

docs/installation/020_INSTALL_MANUAL.md

@@ -293,6 +293,19 @@ manager, please follow these steps:
 
 ## Developer Install
 
+!!! warning
+
+    InvokeAI uses a SQLite database. By running on `main`, you accept responsibility for your database. This
+    means making regular backups (especially before pulling) and/or fixing it yourself in the event that a
+    PR introduces a schema change.
+    
+    If you don't need persistent backend storage, you can use an ephemeral in-memory database by setting
+    `use_memory_db: true` under `Path:` in your `invokeai.yaml` file.
+
+    If this is untenable, you should run the application via the official installer or a manual install of the
+    python package from pypi. These releases will not break your database.
+
+
 If you have an interest in how InvokeAI works, or you would like to
 add features or bugfixes, you are encouraged to install the source
 code for InvokeAI. For this to work, you will need to install the
@@ -388,3 +401,5 @@ environment variable INVOKEAI_ROOT to point to the installation directory.
 
 Note that if you run into problems with the Conda installation, the InvokeAI
 staff will **not** be able to help you out. Caveat Emptor!
+
+[dev-chat]: https://discord.com/channels/1020123559063990373/1049495067846524939

docs/javascripts/init_kapa_widget.js

@@ -0,0 +1,10 @@
+document.addEventListener("DOMContentLoaded", function () {
+  var script = document.createElement("script");
+  script.src = "https://widget.kapa.ai/kapa-widget.bundle.js";
+  script.setAttribute("data-website-id", "b5973bb1-476b-451e-8cf4-98de86745a10");
+  script.setAttribute("data-project-name", "Invoke.AI");
+  script.setAttribute("data-project-color", "#11213C");
+  script.setAttribute("data-project-logo", "https://avatars.githubusercontent.com/u/113954515?s=280&v=4");
+  script.async = true;
+  document.head.appendChild(script);
+});

installer/lib/installer.py

@@ -244,9 +244,9 @@ class InvokeAiInstance:
                 "numpy~=1.24.0",  # choose versions that won't be uninstalled during phase 2
                 "urllib3~=1.26.0",
                 "requests~=2.28.0",
-                "torch==2.1.0",
+                "torch==2.1.1",
                 "torchmetrics==0.11.4",
-                "torchvision>=0.14.1",
+                "torchvision>=0.16.1",
                 "--force-reinstall",
                 "--find-links" if find_links is not None else None,
                 find_links,

invokeai/app/api/routers/model_records.py

@@ -45,6 +45,9 @@ async def list_model_records(
     base_models: Optional[List[BaseModelType]] = Query(default=None, description="Base models to include"),
     model_type: Optional[ModelType] = Query(default=None, description="The type of model to get"),
     model_name: Optional[str] = Query(default=None, description="Exact match on the name of the model"),
+    model_format: Optional[str] = Query(
+        default=None, description="Exact match on the format of the model (e.g. 'diffusers')"
+    ),
 ) -> ModelsList:
     """Get a list of models."""
     record_store = ApiDependencies.invoker.services.model_records
@@ -52,10 +55,14 @@ async def list_model_records(
     if base_models:
         for base_model in base_models:
             found_models.extend(
-                record_store.search_by_attr(base_model=base_model, model_type=model_type, model_name=model_name)
+                record_store.search_by_attr(
+                    base_model=base_model, model_type=model_type, model_name=model_name, model_format=model_format
+                )
             )
     else:
-        found_models.extend(record_store.search_by_attr(model_type=model_type, model_name=model_name))
+        found_models.extend(
+            record_store.search_by_attr(model_type=model_type, model_name=model_name, model_format=model_format)
+        )
     return ModelsList(models=found_models)
 
 

invokeai/app/invocations/image.py

@@ -13,7 +13,15 @@ from invokeai.app.shared.fields import FieldDescriptions
 from invokeai.backend.image_util.invisible_watermark import InvisibleWatermark
 from invokeai.backend.image_util.safety_checker import SafetyChecker
 
-from .baseinvocation import BaseInvocation, Input, InputField, InvocationContext, WithMetadata, invocation
+from .baseinvocation import (
+    BaseInvocation,
+    Classification,
+    Input,
+    InputField,
+    InvocationContext,
+    WithMetadata,
+    invocation,
+)
 
 
 @invocation("show_image", title="Show Image", tags=["image"], category="image", version="1.0.0")
@@ -421,6 +429,64 @@ class ImageBlurInvocation(BaseInvocation, WithMetadata):
         )
 
 
+@invocation(
+    "unsharp_mask",
+    title="Unsharp Mask",
+    tags=["image", "unsharp_mask"],
+    category="image",
+    version="1.2.0",
+    classification=Classification.Beta,
+)
+class UnsharpMaskInvocation(BaseInvocation, WithMetadata):
+    """Applies an unsharp mask filter to an image"""
+
+    image: ImageField = InputField(description="The image to use")
+    radius: float = InputField(gt=0, description="Unsharp mask radius", default=2)
+    strength: float = InputField(ge=0, description="Unsharp mask strength", default=50)
+
+    def pil_from_array(self, arr):
+        return Image.fromarray((arr * 255).astype("uint8"))
+
+    def array_from_pil(self, img):
+        return numpy.array(img) / 255
+
+    def invoke(self, context: InvocationContext) -> ImageOutput:
+        image = context.services.images.get_pil_image(self.image.image_name)
+        mode = image.mode
+
+        alpha_channel = image.getchannel("A") if mode == "RGBA" else None
+        image = image.convert("RGB")
+        image_blurred = self.array_from_pil(image.filter(ImageFilter.GaussianBlur(radius=self.radius)))
+
+        image = self.array_from_pil(image)
+        image += (image - image_blurred) * (self.strength / 100.0)
+        image = numpy.clip(image, 0, 1)
+        image = self.pil_from_array(image)
+
+        image = image.convert(mode)
+
+        # Make the image RGBA if we had a source alpha channel
+        if alpha_channel is not None:
+            image.putalpha(alpha_channel)
+
+        image_dto = context.services.images.create(
+            image=image,
+            image_origin=ResourceOrigin.INTERNAL,
+            image_category=ImageCategory.GENERAL,
+            node_id=self.id,
+            session_id=context.graph_execution_state_id,
+            is_intermediate=self.is_intermediate,
+            metadata=self.metadata,
+            workflow=context.workflow,
+        )
+
+        return ImageOutput(
+            image=ImageField(image_name=image_dto.image_name),
+            width=image.width,
+            height=image.height,
+        )
+
+
 PIL_RESAMPLING_MODES = Literal[
     "nearest",
     "box",

invokeai/app/invocations/tiles.py

@@ -38,7 +38,14 @@ class CalculateImageTilesOutput(BaseInvocationOutput):
     tiles: list[Tile] = OutputField(description="The tiles coordinates that cover a particular image shape.")
 
 
-@invocation("calculate_image_tiles", title="Calculate Image Tiles", tags=["tiles"], category="tiles", version="1.0.0")
+@invocation(
+    "calculate_image_tiles",
+    title="Calculate Image Tiles",
+    tags=["tiles"],
+    category="tiles",
+    version="1.0.0",
+    classification=Classification.Beta,
+)
 class CalculateImageTilesInvocation(BaseInvocation):
     """Calculate the coordinates and overlaps of tiles that cover a target image shape."""
 

invokeai/app/services/model_records/model_records_base.py

@@ -7,7 +7,7 @@ from abc import ABC, abstractmethod
 from pathlib import Path
 from typing import List, Optional, Union
 
-from invokeai.backend.model_manager.config import AnyModelConfig, BaseModelType, ModelType
+from invokeai.backend.model_manager.config import AnyModelConfig, BaseModelType, ModelFormat, ModelType
 
 
 class DuplicateModelException(Exception):
@@ -106,6 +106,7 @@ class ModelRecordServiceBase(ABC):
         model_name: Optional[str] = None,
         base_model: Optional[BaseModelType] = None,
         model_type: Optional[ModelType] = None,
+        model_format: Optional[ModelFormat] = None,
     ) -> List[AnyModelConfig]:
         """
         Return models matching name, base and/or type.
@@ -113,6 +114,7 @@ class ModelRecordServiceBase(ABC):
         :param model_name: Filter by name of model (optional)
         :param base_model: Filter by base model (optional)
         :param model_type: Filter by type of model (optional)
+        :param model_format: Filter by model format (e.g. "diffusers") (optional)
 
         If none of the optional filters are passed, will return all
         models in the database.

invokeai/app/services/model_records/model_records_sql.py

@@ -49,6 +49,7 @@ from invokeai.backend.model_manager.config import (
     AnyModelConfig,
     BaseModelType,
     ModelConfigFactory,
+    ModelFormat,
     ModelType,
 )
 
@@ -225,6 +226,7 @@ class ModelRecordServiceSQL(ModelRecordServiceBase):
         model_name: Optional[str] = None,
         base_model: Optional[BaseModelType] = None,
         model_type: Optional[ModelType] = None,
+        model_format: Optional[ModelFormat] = None,
     ) -> List[AnyModelConfig]:
         """
         Return models matching name, base and/or type.
@@ -232,6 +234,7 @@ class ModelRecordServiceSQL(ModelRecordServiceBase):
         :param model_name: Filter by name of model (optional)
         :param base_model: Filter by base model (optional)
         :param model_type: Filter by type of model (optional)
+        :param model_format: Filter by model format (e.g. "diffusers") (optional)
 
         If none of the optional filters are passed, will return all
         models in the database.
@@ -248,6 +251,9 @@ class ModelRecordServiceSQL(ModelRecordServiceBase):
         if model_type:
             where_clause.append("type=?")
             bindings.append(model_type)
+        if model_format:
+            where_clause.append("format=?")
+            bindings.append(model_format)
         where = f"WHERE {' AND '.join(where_clause)}" if where_clause else ""
         with self._db.lock:
             self._cursor.execute(

invokeai/app/services/shared/sqlite_migrator/migrations/migration_2.py

@@ -1,8 +1,15 @@
 import sqlite3
 from logging import Logger
+
+from pydantic import ValidationError
 from tqdm import tqdm
+
 from invokeai.app.services.image_files.image_files_base import ImageFileStorageBase
+from invokeai.app.services.image_files.image_files_common import ImageFileNotFoundException
 from invokeai.app.services.shared.sqlite_migrator.sqlite_migrator_common import Migration
+from invokeai.app.services.workflow_records.workflow_records_common import (
+    UnsafeWorkflowWithVersionValidator,
+)
 
 
 class Migration2Callback:
@@ -132,7 +139,7 @@ class Migration2Callback:
         This migrate callback checks each image for the presence of an embedded workflow, then updates its entry
         in the database accordingly.
         """
-        # Get the total number of images and chunk it into pages
+        # Get all image names
         cursor.execute("SELECT image_name FROM images")
         image_names: list[str] = [image[0] for image in cursor.fetchall()]
         total_image_names = len(image_names)
@@ -149,11 +156,16 @@ class Migration2Callback:
             pbar.set_description(f"Checking image {idx + 1}/{total_image_names} for workflow")
             try:
                 pil_image = self._image_files.get(image_name)
-                if "invokeai_workflow" in pil_image.info:
+            except ImageFileNotFoundException:
-                    to_migrate.append((True, image_name))
+                self._logger.warning(f"Image {image_name} not found, skipping")
-            except KeyError:
+                continue
-                self._logger.warning(f"Image '{image_name}' not found. Skipping.")
+            if "invokeai_workflow" in pil_image.info:
-            continue
+                try:
+                    UnsafeWorkflowWithVersionValidator.validate_json(pil_image.info.get("invokeai_workflow", ""))
+                except ValidationError:
+                    self._logger.warning(f"Image {image_name} has invalid embedded workflow, skipping")
+                    continue
+                to_migrate.append((True, image_name))
 
         self._logger.info(f"Adding {len(to_migrate)} embedded workflows to database")
         cursor.executemany("UPDATE images SET has_workflow = ? WHERE image_name = ?", to_migrate)

invokeai/app/services/workflow_records/workflow_records_common.py

@@ -65,12 +65,24 @@ class WorkflowWithoutID(BaseModel):
     nodes: list[dict[str, JsonValue]] = Field(description="The nodes of the workflow.")
     edges: list[dict[str, JsonValue]] = Field(description="The edges of the workflow.")
 
-    model_config = ConfigDict(extra="forbid")
+    model_config = ConfigDict(extra="ignore")
 
 
 WorkflowWithoutIDValidator = TypeAdapter(WorkflowWithoutID)
 
 
+class UnsafeWorkflowWithVersion(BaseModel):
+    """
+    This utility model only requires a workflow to have a valid version string.
+    It is used to validate a workflow version without having to validate the entire workflow.
+    """
+
+    meta: WorkflowMeta = Field(description="The meta of the workflow.")
+
+
+UnsafeWorkflowWithVersionValidator = TypeAdapter(UnsafeWorkflowWithVersion)
+
+
 class Workflow(WorkflowWithoutID):
     id: str = Field(description="The id of the workflow.")
 

invokeai/frontend/web/public/locales/en.json

@@ -950,9 +950,9 @@
         "problemSettingTitle": "Problem Setting Title",
         "reloadNodeTemplates": "Reload Node Templates",
         "removeLinearView": "Remove from Linear View",
-        "resetWorkflow": "Reset Workflow Editor",
+        "newWorkflow": "New Workflow",
-        "resetWorkflowDesc": "Are you sure you want to reset the Workflow Editor?",
+        "newWorkflowDesc": "Create a new workflow?",
-        "resetWorkflowDesc2": "Resetting the Workflow Editor will clear all nodes, edges and workflow details. Saved workflows will not be affected.",
+        "newWorkflowDesc2": "Your current workflow has unsaved changes.",
         "scheduler": "Scheduler",
         "schedulerDescription": "TODO",
         "sDXLMainModelField": "SDXL Model",
@@ -1634,10 +1634,10 @@
         "userWorkflows": "My Workflows",
         "defaultWorkflows": "Default Workflows",
         "openWorkflow": "Open Workflow",
-        "uploadWorkflow": "Upload Workflow",
+        "uploadWorkflow": "Load from File",
         "deleteWorkflow": "Delete Workflow",
         "unnamedWorkflow": "Unnamed Workflow",
-        "downloadWorkflow": "Download Workflow",
+        "downloadWorkflow": "Save to File",
         "saveWorkflow": "Save Workflow",
         "saveWorkflowAs": "Save Workflow As",
         "savingWorkflow": "Saving Workflow...",
@@ -1652,7 +1652,7 @@
         "searchWorkflows": "Search Workflows",
         "clearWorkflowSearchFilter": "Clear Workflow Search Filter",
         "workflowName": "Workflow Name",
-        "workflowEditorReset": "Workflow Editor Reset",
+        "newWorkflowCreated": "New Workflow Created",
         "workflowEditorMenu": "Workflow Editor Menu",
         "workflowIsOpen": "Workflow is Open"
     },

invokeai/frontend/web/public/locales/it.json

@@ -104,7 +104,16 @@
         "copyError": "$t(gallery.copy) Errore",
         "input": "Ingresso",
         "notInstalled": "Non $t(common.installed)",
-        "unknownError": "Errore sconosciuto"
+        "unknownError": "Errore sconosciuto",
+        "updated": "Aggiornato",
+        "save": "Salva",
+        "created": "Creato",
+        "prevPage": "Pagina precedente",
+        "delete": "Elimina",
+        "orderBy": "Ordinato per",
+        "nextPage": "Pagina successiva",
+        "saveAs": "Salva come",
+        "unsaved": "Non salvato"
     },
     "gallery": {
         "generations": "Generazioni",
@@ -763,7 +772,10 @@
         "setIPAdapterImage": "Imposta come immagine per l'Adattatore IP",
         "problemSavingMaskDesc": "Impossibile salvare la maschera",
         "setAsCanvasInitialImage": "Imposta come immagine iniziale della tela",
-        "invalidUpload": "Caricamento non valido"
+        "invalidUpload": "Caricamento non valido",
+        "problemDeletingWorkflow": "Problema durante l'eliminazione del flusso di lavoro",
+        "workflowDeleted": "Flusso di lavoro eliminato",
+        "problemRetrievingWorkflow": "Problema nel recupero del flusso di lavoro"
     },
     "tooltip": {
         "feature": {
@@ -886,11 +898,11 @@
         "zoomInNodes": "Ingrandire",
         "fitViewportNodes": "Adatta vista",
         "showGraphNodes": "Mostra sovrapposizione grafico",
-        "resetWorkflowDesc2": "Reimpostare il flusso di lavoro cancellerà tutti i nodi, i bordi e i dettagli del flusso di lavoro.",
+        "resetWorkflowDesc2": "Il ripristino dell'editor del flusso di lavoro cancellerà tutti i nodi, le connessioni e i dettagli del flusso di lavoro. I flussi di lavoro salvati non saranno interessati.",
         "reloadNodeTemplates": "Ricarica i modelli di nodo",
         "loadWorkflow": "Importa flusso di lavoro JSON",
-        "resetWorkflow": "Reimposta flusso di lavoro",
+        "resetWorkflow": "Reimposta l'editor del flusso di lavoro",
-        "resetWorkflowDesc": "Sei sicuro di voler reimpostare questo flusso di lavoro?",
+        "resetWorkflowDesc": "Sei sicuro di voler reimpostare l'editor del flusso di lavoro?",
         "downloadWorkflow": "Esporta flusso di lavoro JSON",
         "scheduler": "Campionatore",
         "addNode": "Aggiungi nodo",
@@ -1080,25 +1092,27 @@
         "collectionOrScalarFieldType": "{{name}} Raccolta|Scalare",
         "nodeVersion": "Versione Nodo",
         "inputFieldTypeParseError": "Impossibile analizzare il tipo di campo di input {{node}}.{{field}} ({{message}})",
-        "unsupportedArrayItemType": "tipo di elemento dell'array non supportato \"{{type}}\"",
+        "unsupportedArrayItemType": "Tipo di elemento dell'array non supportato \"{{type}}\"",
         "targetNodeFieldDoesNotExist": "Connessione non valida: il campo di destinazione/input {{node}}.{{field}} non esiste",
         "unsupportedMismatchedUnion": "tipo CollectionOrScalar non corrispondente con tipi di base {{firstType}} e {{secondType}}",
         "allNodesUpdated": "Tutti i nodi sono aggiornati",
         "sourceNodeDoesNotExist": "Connessione non valida: il nodo di origine/output {{node}} non esiste",
-        "unableToExtractEnumOptions": "impossibile estrarre le opzioni enum",
+        "unableToExtractEnumOptions": "Impossibile estrarre le opzioni enum",
-        "unableToParseFieldType": "impossibile analizzare il tipo di campo",
+        "unableToParseFieldType": "Impossibile analizzare il tipo di campo",
         "unrecognizedWorkflowVersion": "Versione dello schema del flusso di lavoro non riconosciuta {{version}}",
         "outputFieldTypeParseError": "Impossibile analizzare il tipo di campo di output {{node}}.{{field}} ({{message}})",
         "sourceNodeFieldDoesNotExist": "Connessione non valida: il campo di origine/output {{node}}.{{field}} non esiste",
         "unableToGetWorkflowVersion": "Impossibile ottenere la versione dello schema del flusso di lavoro",
         "nodePack": "Pacchetto di nodi",
-        "unableToExtractSchemaNameFromRef": "impossibile estrarre il nome dello schema dal riferimento",
+        "unableToExtractSchemaNameFromRef": "Impossibile estrarre il nome dello schema dal riferimento",
         "unknownOutput": "Output sconosciuto: {{name}}",
         "unknownNodeType": "Tipo di nodo sconosciuto",
         "targetNodeDoesNotExist": "Connessione non valida: il nodo di destinazione/input {{node}} non esiste",
         "unknownFieldType": "$t(nodes.unknownField) tipo: {{type}}",
         "deletedInvalidEdge": "Eliminata connessione non valida {{source}} -> {{target}}",
-        "unknownInput": "Input sconosciuto: {{name}}"
+        "unknownInput": "Input sconosciuto: {{name}}",
+        "prototypeDesc": "Questa invocazione è un prototipo. Potrebbe subire modifiche sostanziali durante gli aggiornamenti dell'app e potrebbe essere rimossa in qualsiasi momento.",
+        "betaDesc": "Questa invocazione è in versione beta. Fino a quando non sarà stabile, potrebbe subire modifiche importanti durante gli aggiornamenti dell'app. Abbiamo intenzione di supportare questa invocazione a lungo termine."
     },
     "boards": {
         "autoAddBoard": "Aggiungi automaticamente bacheca",
@@ -1594,5 +1608,34 @@
         "hrf": "Correzione Alta Risoluzione",
         "hrfStrength": "Forza della Correzione Alta Risoluzione",
         "strengthTooltip": "Valori più bassi comportano meno dettagli, il che può ridurre potenziali artefatti."
+    },
+    "workflows": {
+        "saveWorkflowAs": "Salva flusso di lavoro come",
+        "workflowEditorMenu": "Menu dell'editor del flusso di lavoro",
+        "noSystemWorkflows": "Nessun flusso di lavoro del sistema",
+        "workflowName": "Nome del flusso di lavoro",
+        "noUserWorkflows": "Nessun flusso di lavoro utente",
+        "defaultWorkflows": "Flussi di lavoro predefiniti",
+        "saveWorkflow": "Salva flusso di lavoro",
+        "openWorkflow": "Apri flusso di lavoro",
+        "clearWorkflowSearchFilter": "Cancella il filtro di ricerca del flusso di lavoro",
+        "workflowEditorReset": "Reimpostazione dell'editor del flusso di lavoro",
+        "workflowLibrary": "Libreria",
+        "noRecentWorkflows": "Nessun flusso di lavoro recente",
+        "workflowSaved": "Flusso di lavoro salvato",
+        "workflowIsOpen": "Il flusso di lavoro è aperto",
+        "unnamedWorkflow": "Flusso di lavoro senza nome",
+        "savingWorkflow": "Salvataggio del flusso di lavoro...",
+        "problemLoading": "Problema durante il caricamento dei flussi di lavoro",
+        "loading": "Caricamento dei flussi di lavoro",
+        "searchWorkflows": "Cerca flussi di lavoro",
+        "problemSavingWorkflow": "Problema durante il salvataggio del flusso di lavoro",
+        "deleteWorkflow": "Elimina flusso di lavoro",
+        "workflows": "Flussi di lavoro",
+        "noDescription": "Nessuna descrizione",
+        "userWorkflows": "I miei flussi di lavoro"
+    },
+    "app": {
+        "storeNotInitialized": "Il negozio non è inizializzato"
     }
 }

invokeai/frontend/web/public/locales/zh_CN.json

@@ -110,7 +110,17 @@
         "copyError": "$t(gallery.copy) 错误",
         "input": "输入",
         "notInstalled": "非 $t(common.installed)",
-        "delete": "删除"
+        "delete": "删除",
+        "updated": "已上传",
+        "save": "保存",
+        "created": "已创建",
+        "prevPage": "上一页",
+        "unknownError": "未知错误",
+        "direction": "指向",
+        "orderBy": "排序方式：",
+        "nextPage": "下一页",
+        "saveAs": "保存为",
+        "unsaved": "未保存"
     },
     "gallery": {
         "generations": "生成的图像",
@@ -146,7 +156,11 @@
         "image": "图像",
         "drop": "弃用",
         "dropOrUpload": "$t(gallery.drop) 或上传",
-        "dropToUpload": "$t(gallery.drop) 以上传"
+        "dropToUpload": "$t(gallery.drop) 以上传",
+        "problemDeletingImagesDesc": "有一张或多张图像无法被删除",
+        "problemDeletingImages": "删除图像时出现问题",
+        "unstarImage": "取消收藏图像",
+        "starImage": "收藏图像"
     },
     "hotkeys": {
         "keyboardShortcuts": "键盘快捷键",
@@ -724,7 +738,7 @@
         "nodesUnrecognizedTypes": "无法加载。节点图有无法识别的节点类型",
         "nodesNotValidJSON": "无效的 JSON",
         "nodesNotValidGraph": "无效的 InvokeAi 节点图",
-        "nodesLoadedFailed": "节点图加载失败",
+        "nodesLoadedFailed": "节点加载失败",
         "modelAddedSimple": "已添加模型",
         "modelAdded": "已添加模型: {{modelName}}",
         "imageSavingFailed": "图像保存失败",
@@ -760,7 +774,10 @@
         "problemImportingMask": "导入遮罩时出现问题",
         "baseModelChangedCleared_other": "基础模型已更改, 已清除或禁用 {{count}} 个不兼容的子模型",
         "setAsCanvasInitialImage": "设为画布初始图像",
-        "invalidUpload": "无效的上传"
+        "invalidUpload": "无效的上传",
+        "problemDeletingWorkflow": "删除工作流时出现问题",
+        "workflowDeleted": "已删除工作流",
+        "problemRetrievingWorkflow": "检索工作流时发生问题"
     },
     "unifiedCanvas": {
         "layer": "图层",
@@ -875,11 +892,11 @@
     },
     "nodes": {
         "zoomInNodes": "放大",
-        "resetWorkflowDesc": "是否确定要清空节点图?",
+        "resetWorkflowDesc": "是否确定要重置工作流编辑器?",
-        "resetWorkflow": "清空节点图",
+        "resetWorkflow": "重置工作流编辑器",
-        "loadWorkflow": "读取节点图",
+        "loadWorkflow": "加载工作流",
         "zoomOutNodes": "缩小",
-        "resetWorkflowDesc2": "重置节点图将清除所有节点、边际和节点图详情.",
+        "resetWorkflowDesc2": "重置工作流编辑器将清除所有节点、边际和节点图详情。不影响已保存的工作流。",
         "reloadNodeTemplates": "重载节点模板",
         "hideGraphNodes": "隐藏节点图信息",
         "fitViewportNodes": "自适应视图",
@@ -888,7 +905,7 @@
         "showLegendNodes": "显示字段类型图例",
         "hideLegendNodes": "隐藏字段类型图例",
         "showGraphNodes": "显示节点图信息",
-        "downloadWorkflow": "下载节点图 JSON",
+        "downloadWorkflow": "下载工作流 JSON",
         "workflowDescription": "简述",
         "versionUnknown": " 未知版本",
         "noNodeSelected": "无选中的节点",
@@ -1103,7 +1120,9 @@
         "collectionOrScalarFieldType": "{{name}} 合集 | 标量",
         "nodeVersion": "节点版本",
         "deletedInvalidEdge": "已删除无效的边缘 {{source}} -> {{target}}",
-        "unknownInput": "未知输入：{{name}}"
+        "unknownInput": "未知输入：{{name}}",
+        "prototypeDesc": "此调用是一个原型 (prototype)。它可能会在本项目更新期间发生破坏性更改，并且随时可能被删除。",
+        "betaDesc": "此调用尚处于测试阶段。在稳定之前，它可能会在项目更新期间发生破坏性更改。本项目计划长期支持这种调用。"
     },
     "controlnet": {
         "resize": "直接缩放",
@@ -1607,5 +1626,36 @@
         "hrf": "高分辨率修复",
         "hrfStrength": "高分辨率修复强度",
         "strengthTooltip": "值越低细节越少，但可以减少部分潜在的伪影。"
+    },
+    "workflows": {
+        "saveWorkflowAs": "保存工作流为",
+        "workflowEditorMenu": "工作流编辑器菜单",
+        "noSystemWorkflows": "无系统工作流",
+        "workflowName": "工作流名称",
+        "noUserWorkflows": "无用户工作流",
+        "defaultWorkflows": "默认工作流",
+        "saveWorkflow": "保存工作流",
+        "openWorkflow": "打开工作流",
+        "clearWorkflowSearchFilter": "清除工作流检索过滤器",
+        "workflowEditorReset": "工作流编辑器重置",
+        "workflowLibrary": "工作流库",
+        "downloadWorkflow": "下载工作流",
+        "noRecentWorkflows": "无最近工作流",
+        "workflowSaved": "已保存工作流",
+        "workflowIsOpen": "工作流已打开",
+        "unnamedWorkflow": "未命名的工作流",
+        "savingWorkflow": "保存工作流中...",
+        "problemLoading": "加载工作流时出现问题",
+        "loading": "加载工作流中",
+        "searchWorkflows": "检索工作流",
+        "problemSavingWorkflow": "保存工作流时出现问题",
+        "deleteWorkflow": "删除工作流",
+        "workflows": "工作流",
+        "noDescription": "无描述",
+        "uploadWorkflow": "上传工作流",
+        "userWorkflows": "我的工作流"
+    },
+    "app": {
+        "storeNotInitialized": "商店尚未初始化"
     }
 }

invokeai/frontend/web/src/features/nodes/util/workflow/migrations.ts

@@ -64,7 +64,10 @@ const migrateV1toV2 = (workflowToMigrate: WorkflowV1): WorkflowV2 => {
       const nodePack = invocationTemplate
         ? invocationTemplate.nodePack
         : t('common.unknown');
+
       (node.data as unknown as InvocationNodeData).nodePack = nodePack;
+      // Fallback to 1.0.0 if not specified - this matches the behavior of the backend
+      node.data.version ||= '1.0.0';
     }
   });
   // Bump version

invokeai/frontend/web/src/features/workflowLibrary/components/WorkflowLibraryMenu/NewWorkflowMenuItem.tsx

@@ -11,44 +11,48 @@ import {
   Text,
   useDisclosure,
 } from '@chakra-ui/react';
-import { useAppDispatch } from 'app/store/storeHooks';
+import { useAppDispatch, useAppSelector } from 'app/store/storeHooks';
 import { nodeEditorReset } from 'features/nodes/store/nodesSlice';
 import { addToast } from 'features/system/store/systemSlice';
 import { makeToast } from 'features/system/util/makeToast';
 import { memo, useCallback, useRef } from 'react';
 import { useTranslation } from 'react-i18next';
-import { FaTrash } from 'react-icons/fa';
+import { FaCircleNodes } from 'react-icons/fa6';
 
-const ResetWorkflowEditorMenuItem = () => {
+const NewWorkflowMenuItem = () => {
   const { t } = useTranslation();
   const dispatch = useAppDispatch();
   const { isOpen, onOpen, onClose } = useDisclosure();
   const cancelRef = useRef<HTMLButtonElement | null>(null);
+  const isTouched = useAppSelector((state) => state.workflow.isTouched);
 
-  const handleConfirmClear = useCallback(() => {
+  const handleNewWorkflow = useCallback(() => {
     dispatch(nodeEditorReset());
 
     dispatch(
       addToast(
         makeToast({
-          title: t('workflows.workflowEditorReset'),
+          title: t('workflows.newWorkflowCreated'),
           status: 'success',
         })
       )
     );
 
     onClose();
-  }, [dispatch, t, onClose]);
+  }, [dispatch, onClose, t]);
+
+  const onClick = useCallback(() => {
+    if (!isTouched) {
+      handleNewWorkflow();
+      return;
+    }
+    onOpen();
+  }, [handleNewWorkflow, isTouched, onOpen]);
 
   return (
     <>
-      <MenuItem
+      <MenuItem as="button" icon={<FaCircleNodes />} onClick={onClick}>
-        as="button"
+        {t('nodes.newWorkflow')}
-        icon={<FaTrash />}
-        sx={{ color: 'error.600', _dark: { color: 'error.300' } }}
-        onClick={onOpen}
-      >
-        {t('nodes.resetWorkflow')}
       </MenuItem>
 
       <AlertDialog
@@ -61,13 +65,13 @@ const ResetWorkflowEditorMenuItem = () => {
 
         <AlertDialogContent>
           <AlertDialogHeader fontSize="lg" fontWeight="bold">
-            {t('nodes.resetWorkflow')}
+            {t('nodes.newWorkflow')}
           </AlertDialogHeader>
 
           <AlertDialogBody py={4}>
             <Flex flexDir="column" gap={2}>
-              <Text>{t('nodes.resetWorkflowDesc')}</Text>
+              <Text>{t('nodes.newWorkflowDesc')}</Text>
-              <Text variant="subtext">{t('nodes.resetWorkflowDesc2')}</Text>
+              <Text variant="subtext">{t('nodes.newWorkflowDesc2')}</Text>
             </Flex>
           </AlertDialogBody>
 
@@ -75,7 +79,7 @@ const ResetWorkflowEditorMenuItem = () => {
             <Button ref={cancelRef} onClick={onClose}>
               {t('common.cancel')}
             </Button>
-            <Button colorScheme="error" ml={3} onClick={handleConfirmClear}>
+            <Button colorScheme="error" ml={3} onClick={handleNewWorkflow}>
               {t('common.accept')}
             </Button>
           </AlertDialogFooter>
@@ -85,4 +89,4 @@ const ResetWorkflowEditorMenuItem = () => {
   );
 };
 
-export default memo(ResetWorkflowEditorMenuItem);
+export default memo(NewWorkflowMenuItem);

invokeai/frontend/web/src/features/workflowLibrary/components/WorkflowLibraryMenu/WorkflowLibraryMenu.tsx

@@ -9,7 +9,7 @@ import IAIIconButton from 'common/components/IAIIconButton';
 import { useGlobalMenuCloseTrigger } from 'common/hooks/useGlobalMenuCloseTrigger';
 import { useFeatureStatus } from 'features/system/hooks/useFeatureStatus';
 import DownloadWorkflowMenuItem from 'features/workflowLibrary/components/WorkflowLibraryMenu/DownloadWorkflowMenuItem';
-import ResetWorkflowEditorMenuItem from 'features/workflowLibrary/components/WorkflowLibraryMenu/ResetWorkflowEditorMenuItem';
+import NewWorkflowMenuItem from 'features/workflowLibrary/components/WorkflowLibraryMenu/NewWorkflowMenuItem';
 import SaveWorkflowAsMenuItem from 'features/workflowLibrary/components/WorkflowLibraryMenu/SaveWorkflowAsMenuItem';
 import SaveWorkflowMenuItem from 'features/workflowLibrary/components/WorkflowLibraryMenu/SaveWorkflowMenuItem';
 import SettingsMenuItem from 'features/workflowLibrary/components/WorkflowLibraryMenu/SettingsMenuItem';
@@ -39,7 +39,7 @@ const WorkflowLibraryMenu = () => {
         {isWorkflowLibraryEnabled && <SaveWorkflowAsMenuItem />}
         <DownloadWorkflowMenuItem />
         <UploadWorkflowMenuItem />
-        <ResetWorkflowEditorMenuItem />
+        <NewWorkflowMenuItem />
         <MenuDivider />
         <SettingsMenuItem />
       </MenuList>

mkdocs.yml

@@ -101,6 +101,8 @@ plugins:
 extra_javascript:
   - https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js
   - javascripts/tablesort.js
+  - https://widget.kapa.ai/kapa-widget.bundle.js
+  - javascript/init_kapa_widget.js
 
 extra:
   analytics:

pyproject.toml

@@ -32,7 +32,7 @@ classifiers = [
   'Topic :: Scientific/Engineering :: Image Processing',
 ]
 dependencies = [
-  "accelerate~=0.24.0",
+  "accelerate~=0.25.0",
   "albumentations",
   "basicsr",
   "click",
@@ -80,11 +80,11 @@ dependencies = [
   "semver~=3.0.1",
   "send2trash",
   "test-tube~=0.7.5",
-  "torch==2.1.0",
+  "torch==2.1.1",
-  "torchvision==0.16.0",
+  "torchvision==0.16.1",
   "torchmetrics~=0.11.0",
   "torchsde~=0.2.5",
-  "transformers~=4.35.0",
+  "transformers~=4.36.0",
   "uvicorn[standard]~=0.21.1",
   "windows-curses; sys_platform=='win32'",
 ]
@@ -107,7 +107,7 @@ dependencies = [
   "pytest-datadir",
 ]
 "xformers" = [
-  "xformers==0.0.22post7; sys_platform!='darwin'",
+  "xformers==0.0.23; sys_platform!='darwin'",
   "triton; sys_platform=='linux'",
 ]
 "onnx" = ["onnxruntime"]