improved: add aboutBadge

improved: support new front's prompt, alert api
modified: z-indices

.gitignore

@@ -17,3 +17,4 @@ github-stats-cache.json
 pip_overrides.json
 *.json
 check2.sh
+/venv/

README.md

@@ -168,7 +168,7 @@ This repository provides Colab notebooks that allow you to install and use Comfy
 
   ![menu](misc/share-setting.jpg)
   
-  * Through the Share settings in the Manager menu, you can configure the behavior of the Share button in the Main menu or Share Ouput button on Context Menu.
+  * Through the Share settings in the Manager menu, you can configure the behavior of the Share button in the Main menu or Share Output button on Context Menu.
     * `None`: hide from Main menu
     * `All`: Show a dialog where the user can select a title for sharing.
 

cm-cli.py

@@ -224,7 +224,7 @@ def fix_node(node_spec_str, is_all=False, cnt_msg=''):
         print(f"ERROR: f{res.msg}")
 
 
-def uninstall_node(node_spec_str, is_all=False, cnt_msg=''):
+def uninstall_node(node_spec_str: str, is_all: bool = False, cnt_msg: str = ''):
     spec = node_spec_str.split('@')
     if len(spec) == 2 and spec[1] == 'unknown':
         node_name = spec[0]
@@ -481,8 +481,8 @@ def show_list(kind, simple=False):
             print(f"{prefix} {title:50} {short_id:30} (author: {author:20}) [UNKNOWN]")
 
 
-def show_snapshot(simple_mode=False):
-    json_obj = core.get_current_snapshot()
+async def show_snapshot(simple_mode=False):
+    json_obj = await core.get_current_snapshot()
 
     if simple_mode:
         print(f"[{json_obj['comfyui']}] comfyui")
@@ -513,8 +513,8 @@ def cancel():
         os.remove(cmd_ctx.get_restore_snapshot_path())
 
 
-def auto_save_snapshot():
-    path = core.save_snapshot_with_postfix('cli-autosave')
+async def auto_save_snapshot():
+    path = await core.save_snapshot_with_postfix('cli-autosave')
     print(f"Current snapshot is saved as `{path}`")
 
 
@@ -698,7 +698,7 @@ def update(
     cmd_ctx.set_channel_mode(channel, mode)
 
     if 'all' in nodes:
-        auto_save_snapshot()
+        asyncio.run(auto_save_snapshot())
 
     for x in nodes:
         if x.lower() in ['comfyui', 'comfy', 'all']:
@@ -734,7 +734,7 @@ def disable(
     cmd_ctx.set_channel_mode(channel, mode)
 
     if 'all' in nodes:
-        auto_save_snapshot()
+        asyncio.run(auto_save_snapshot())
 
     for_each_nodes(nodes, disable_node, allow_all=True)
 
@@ -765,7 +765,7 @@ def enable(
     cmd_ctx.set_channel_mode(channel, mode)
 
     if 'all' in nodes:
-        auto_save_snapshot()
+        asyncio.run(auto_save_snapshot())
 
     for_each_nodes(nodes, enable_node, allow_all=True)
 
@@ -796,7 +796,7 @@ def fix(
     cmd_ctx.set_channel_mode(channel, mode)
 
     if 'all' in nodes:
-        auto_save_snapshot()
+        asyncio.run(auto_save_snapshot())
 
     for_each_nodes(nodes, fix_node, allow_all=True)
 
@@ -997,7 +997,7 @@ def save_snapshot(
 ):
     cmd_ctx.set_user_directory(user_directory)
 
-    path = core.save_snapshot_with_postfix('snapshot', output)
+    path = asyncio.run(core.save_snapshot_with_postfix('snapshot', output))
     print(f"Current snapshot is saved as `{path}`")
 
 
@@ -1123,7 +1123,7 @@ def install_deps(
 ):
     cmd_ctx.set_user_directory(user_directory)
     cmd_ctx.set_channel_mode(channel, mode)
-    auto_save_snapshot()
+    asyncio.run(auto_save_snapshot())
 
     if not os.path.exists(deps):
         print(f"[bold red]File not found: {deps}[/bold red]")

git_helper.py

@@ -206,7 +206,7 @@ def checkout_custom_node_hash(git_custom_node_infos):
         repo_name_to_url[repo_name] = url
 
     for path in os.listdir(working_directory):
-        if '@' in path or path.endswith("ComfyUI-Manager"):
+        if path.endswith("ComfyUI-Manager"):
             continue
 
         fullpath = os.path.join(working_directory, path)
@@ -467,5 +467,5 @@ try:
 except Exception as e:
     print(e)
     sys.exit(-1)
-    
-    
+
+

glob/cnr_utils.py

@@ -2,6 +2,8 @@ import requests
 from dataclasses import dataclass
 from typing import List
 import manager_util
+import toml
+import os
 
 base_url = "https://api.comfy.org"
 
@@ -98,3 +100,32 @@ def all_versions_of_node(node_id):
     else:
         return None
 
+
+def read_cnr_info(fullpath):
+    try:
+        toml_path = os.path.join(fullpath, 'pyproject.toml')
+        tracking_path = os.path.join(fullpath, '.tracking')
+
+        if not os.path.exists(toml_path) or not os.path.exists(tracking_path):
+            return None  # not valid CNR node pack
+
+        with open(toml_path, "r", encoding="utf-8") as f:
+            data = toml.load(f)
+
+            project = data.get('project', {})
+            name = project.get('name')
+            version = project.get('version')
+
+            urls = project.get('urls', {})
+            repository = urls.get('Repository')
+
+            if name and version:  # repository is optional
+                return {
+                    "id": name,
+                    "version": version,
+                    "url": repository
+                }
+
+        return None
+    except Exception:
+        return None  # not valid CNR node pack

glob/git_utils.py

@@ -0,0 +1,61 @@
+import os
+import configparser
+
+
+def is_git_repo(path: str) -> bool:
+    """ Check if the path is a git repository. """
+    # NOTE: Checking it through `git.Repo` must be avoided.
+    #       It locks the file, causing issues on Windows.
+    return os.path.exists(os.path.join(path, '.git'))
+
+
+def get_commit_hash(fullpath):
+    git_head = os.path.join(fullpath, '.git', 'HEAD')
+    if os.path.exists(git_head):
+        with open(git_head) as f:
+            line = f.readline()
+
+            if line.startswith("ref: "):
+                ref = os.path.join(fullpath, '.git', line[5:].strip())
+                if os.path.exists(ref):
+                    with open(ref) as f2:
+                        return f2.readline().strip()
+                else:
+                    return "unknown"
+            else:
+                return line
+
+    return "unknown"
+
+
+def git_url(fullpath):
+    """
+    resolve version of unclassified custom node based on remote url in .git/config
+    """
+    git_config_path = os.path.join(fullpath, '.git', 'config')
+
+    if not os.path.exists(git_config_path):
+        return None
+
+    config = configparser.ConfigParser()
+    config.read(git_config_path)
+
+    for k, v in config.items():
+        if k.startswith('remote ') and 'url' in v:
+            return v['url']
+
+    return None
+
+def normalize_url(url) -> str:
+    url = url.replace("git@github.com:", "https://github.com/")
+    if url.endswith('.git'):
+        url = url[:-4]
+
+    return url
+
+def normalize_url_http(url) -> str:
+    url = url.replace("https://github.com/", "git@github.com:")
+    if url.endswith('.git'):
+        url = url[:-4]
+
+    return url

glob/manager_core.py

@@ -31,10 +31,12 @@ sys.path.append(glob_path)
 import cm_global
 import cnr_utils
 import manager_util
+import git_utils
 import manager_downloader
+from node_package import InstalledNodePackage
 
 
-version_code = [3, 1]
+version_code = [3, 3]
 version_str = f"V{version_code[0]}.{version_code[1]}" + (f'.{version_code[2]}' if len(version_code) > 2 else '')
 
 
@@ -104,13 +106,13 @@ def check_invalid_nodes():
             if subdir in ['.disabled', '__pycache__']:
                 continue
 
-            if '@' in subdir:
-                spec = subdir.split('@')
-                if spec[1] in ['unknown', 'nightly']:
-                    continue
 
-                if not os.path.exists(os.path.join(root, subdir, '.tracking')):
-                    invalid_nodes[spec[0]] = os.path.join(root, subdir)
+            package = unified_manager.installed_node_packages.get(subdir)
+            if not package:
+                continue
+
+            if not package.isValid():
+                invalid_nodes[subdir] = package.fullpath
 
     node_paths = folder_paths.get_folder_paths("custom_nodes")
     for x in node_paths:
@@ -308,27 +310,10 @@ class ManagedResult:
         return self
 
 
-def get_commit_hash(fullpath):
-    git_head = os.path.join(fullpath, '.git', 'HEAD')
-    if os.path.exists(git_head):
-        with open(git_head) as f:
-            line = f.readline()
-
-            if line.startswith("ref: "):
-                ref = os.path.join(fullpath, '.git', line[5:].strip())
-                if os.path.exists(ref):
-                    with open(ref) as f2:
-                        return f2.readline().strip()
-                else:
-                    return "unknown"
-            else:
-                return line
-
-    return "unknown"
-
-
 class UnifiedManager:
     def __init__(self):
+        self.installed_node_packages: dict[str, InstalledNodePackage] = {}
+
         self.cnr_inactive_nodes = {}       # node_id -> node_version -> fullpath
         self.nightly_inactive_nodes = {}   # node_id -> fullpath
         self.unknown_inactive_nodes = {}   # node_id -> repo url * fullpath
@@ -339,9 +324,9 @@ class UnifiedManager:
         self.custom_node_map_cache = {}    # (channel, mode) -> augmented custom node list json
         self.processed_install = set()
 
+
     def get_cnr_by_repo(self, url):
-        normalized_url = url.replace("git@github.com:", "https://github.com/")
-        return self.repo_cnr_map.get(normalized_url)
+        return self.repo_cnr_map.get(git_utils.normalize_url(url))
 
     def resolve_unspecified_version(self, node_name, guess_mode=None):
         if guess_mode == 'active':
@@ -442,114 +427,50 @@ class UnifiedManager:
 
         return node_name, version_spec, len(spec) > 1
 
-    def resolve_ver(self, fullpath):
-        """
-        resolve version of unclassified custom node based on remote url in .git/config
-        """
-        git_config_path = os.path.join(fullpath, '.git', 'config')
+    def resolve_from_path(self, fullpath):
+        url = git_utils.git_url(fullpath)
+        if url:
+            cnr = self.get_cnr_by_repo(url)
+            commit_hash = git_utils.get_commit_hash(fullpath)
+            if cnr:
+                return {'id': cnr['id'], 'cnr': cnr, 'ver': 'nightly', 'hash': commit_hash}
+            else:
+                url = os.path.basename(url)
+                if url.endswith('.git'):
+                    url = url[:-4]
+                return {'id': url, 'ver': 'unknown', 'hash': commit_hash}
+        else:
+            info = cnr_utils.read_cnr_info(fullpath)
 
-        if not os.path.exists(git_config_path):
-            return "unknown"
-
-        config = configparser.ConfigParser()
-        config.read(git_config_path)
-
-        for k, v in config.items():
-            if k.startswith('remote ') and 'url' in v:
-                cnr = self.get_cnr_by_repo(v['url'])
+            if info:
+                cnr = self.cnr_map.get(info['id'])
                 if cnr:
-                    return "nightly"
+                    return {'id': cnr['id'], 'cnr': cnr, 'ver': info['version']}
                 else:
-                    return "unknown"
-
-    def resolve_id_from_repo(self, fullpath):
-        git_config_path = os.path.join(fullpath, '.git', 'config')
-
-        if not os.path.exists(git_config_path):
-            return None
-
-        config = configparser.ConfigParser()
-        config.read(git_config_path)
-
-        for k, v in config.items():
-            if k.startswith('remote ') and 'url' in v:
-                cnr = self.get_cnr_by_repo(v['url'])
-                if cnr:
-                    return "nightly", cnr['id'], v['url']
-                else:
-                    return "unknown", v['url'].split('/')[-1], v['url']
-
-    def resolve_unknown(self, node_id, fullpath):
-        res = self.resolve_id_from_repo(fullpath)
-
-        if res is None:
-            self.unknown_inactive_nodes[node_id] = '', fullpath
-            return
-
-        ver_spec, node_id, url = res
-
-        if ver_spec == 'nightly':
-            self.nightly_inactive_nodes[node_id] = fullpath
-        else:
-            self.unknown_inactive_nodes[node_id] = url, fullpath
-
-    def update_cache_at_path(self, fullpath, is_disabled):
-        name = os.path.basename(fullpath)
-
-        if name.endswith(".disabled"):
-            node_spec = name[:-9]
-            is_disabled = True
-        else:
-            node_spec = name
-
-        if '@' in node_spec:
-            node_spec = node_spec.split('@')
-            node_id = node_spec[0]
-            if node_id is None:
-                node_version = 'unknown'
+                    return None
             else:
-                node_version = node_spec[1].replace("_", ".")
+                return None
 
-            if node_version != 'unknown':
-                if node_id not in self.cnr_map:
-                    # fallback
-                    v = node_version
+    def update_cache_at_path(self, fullpath):
+        node_package = InstalledNodePackage.from_fullpath(fullpath, self.resolve_from_path)
+        self.installed_node_packages[node_package.id] = node_package
 
-                    self.cnr_map[node_id] = {
-                        'id': node_id,
-                        'name': node_id,
-                        'latest_version': {'version': v},
-                        'publisher': {'id': 'N/A', 'name': 'N/A'}
-                    }
+        if node_package.is_disabled and node_package.is_unknown:
+            # NOTE: unknown package does not have an url.
+            self.unknown_inactive_nodes[node_package.id] = ('', node_package.fullpath)
 
-            elif node_version == 'unknown':
-                res = self.resolve_id_from_repo(fullpath)
-                if res is None:
-                    print(f"Custom node unresolved: {fullpath}")
-                    return
+        if node_package.is_disabled and node_package.is_nightly:
+            self.nightly_inactive_nodes[node_package.id] = node_package.fullpath
 
-                node_version, node_id, _ = res
-        else:
-            res = self.resolve_id_from_repo(fullpath)
-            if res is None:
-                print(f"Custom node unresolved: {fullpath}")
-                return
+        if node_package.is_enabled:
+            self.active_nodes[node_package.id] = node_package.version, node_package.fullpath
 
-            node_version, node_id, _ = res
+        if node_package.is_enabled and node_package.is_unknown:
+            # NOTE: unknown package does not have an url.
+            self.unknown_active_nodes[node_package.id] = ('', node_package.fullpath)
 
-        if not is_disabled:
-            # active nodes
-            if node_version == 'unknown':
-                self.unknown_active_nodes[node_id] = node_version, fullpath
-            else:
-                self.active_nodes[node_id] = node_version, fullpath
-        else:
-            if node_version == 'unknown':
-                self.resolve_unknown(node_id, fullpath)
-            elif node_version == 'nightly':
-                self.nightly_inactive_nodes[node_id] = fullpath
-            else:
-                self.add_to_cnr_inactive_nodes(node_id, node_version, fullpath)
+        if node_package.is_from_cnr and node_package.is_disabled:
+            self.add_to_cnr_inactive_nodes(node_package.id, node_package.version, node_package.fullpath)
 
     def is_updatable(self, node_id):
         cur_ver = self.get_cnr_active_version(node_id)
@@ -713,7 +634,7 @@ class UnifiedManager:
             self.cnr_map[x['id']] = x
 
             if 'repository' in x:
-                normalized_url = x['repository'].replace("git@github.com:", "https://github.com/")
+                normalized_url = git_utils.normalize_url(x['repository'])
                 self.repo_cnr_map[normalized_url] = x
 
         # reload node status info from custom_nodes/*
@@ -722,7 +643,7 @@ class UnifiedManager:
                 fullpath = os.path.join(custom_nodes_path, x)
                 if os.path.isdir(fullpath):
                     if x not in ['__pycache__', '.disabled']:
-                        self.update_cache_at_path(fullpath, is_disabled=False)
+                        self.update_cache_at_path(fullpath)
 
         # reload node status info from custom_nodes/.disabled/*
         for custom_nodes_path in folder_paths.get_folder_paths('custom_nodes'):
@@ -731,7 +652,7 @@ class UnifiedManager:
                 for x in os.listdir(disabled_dir):
                     fullpath = os.path.join(disabled_dir, x)
                     if os.path.isdir(fullpath):
-                        self.update_cache_at_path(fullpath, is_disabled=True)
+                        self.update_cache_at_path(fullpath)
 
     @staticmethod
     async def load_nightly(channel, mode):
@@ -890,7 +811,7 @@ class UnifiedManager:
 
         zip_url = node_info.download_url
         from_path = self.active_nodes[node_id][1]
-        target = f"{node_id}@{version_spec.replace('.', '_')}"
+        target = node_id
         to_path = os.path.join(get_default_custom_nodes_path(), target)
 
         def postinstall():
@@ -925,7 +846,7 @@ class UnifiedManager:
         download_path = os.path.join(get_default_custom_nodes_path(), archive_name)
         manager_downloader.download_url(node_info.download_url, get_default_custom_nodes_path(), archive_name)
 
-        # 2. extract files into <node_id>@<cur_ver>
+        # 2. extract files into <node_id>
         install_path = self.active_nodes[node_id][1]
         extracted = manager_util.extract_package_as_zip(download_path, install_path)
         os.remove(download_path)
@@ -956,21 +877,16 @@ class UnifiedManager:
                 if not os.listdir(x):
                     os.rmdir(x)
 
-        # 5. rename dir name <node_id>@<prev_ver> ==> <node_id>@<cur_ver>
-        new_install_path = os.path.join(get_default_custom_nodes_path(), f"{node_id}@{version_spec.replace('.', '_')}")
-        print(f"'{install_path}' is moved to '{new_install_path}'")
-        shutil.move(install_path, new_install_path)
-
-        # 6. create .tracking file
-        tracking_info_file = os.path.join(new_install_path, '.tracking')
+        # 5. create .tracking file
+        tracking_info_file = os.path.join(install_path, '.tracking')
         with open(tracking_info_file, "w", encoding='utf-8') as file:
             file.write('\n'.join(list(extracted)))
 
-        # 7. post install
+        # 6. post install
         result.target = version_spec
 
         def postinstall():
-            res = self.execute_install_script(f"{node_id}@{version_spec}", new_install_path, instant_execution=instant_execution, no_deps=no_deps)
+            res = self.execute_install_script(f"{node_id}@{version_spec}", install_path, instant_execution=instant_execution, no_deps=no_deps)
             return res
 
         if return_postinstall:
@@ -1012,8 +928,7 @@ class UnifiedManager:
             if repo_and_path is None:
                 return result.fail(f'Specified inactive node not exists: {node_id}@unknown')
             from_path = repo_and_path[1]
-            # NOTE: Keep original name as possible if unknown node
-            # to_path = os.path.join(get_default_custom_nodes_path(), f"{node_id}@unknown")
+
             base_path = extract_base_custom_nodes_dir(from_path)
             to_path = os.path.join(base_path, node_id)
         elif version_spec == 'nightly':
@@ -1022,7 +937,7 @@ class UnifiedManager:
             if from_path is None:
                 return result.fail(f'Specified inactive node not exists: {node_id}@nightly')
             base_path = extract_base_custom_nodes_dir(from_path)
-            to_path = os.path.join(base_path, f"{node_id}@nightly")
+            to_path = os.path.join(base_path, node_id)
         elif version_spec is not None:
             self.unified_disable(node_id, False)
             cnr_info = self.cnr_inactive_nodes.get(node_id)
@@ -1038,7 +953,7 @@ class UnifiedManager:
 
             from_path = cnr_info[version_spec]
             base_path = extract_base_custom_nodes_dir(from_path)
-            to_path = os.path.join(base_path, f"{node_id}@{version_spec.replace('.', '_')}")
+            to_path = os.path.join(base_path, node_id)
 
         if from_path is None or not os.path.exists(from_path):
             return result.fail(f'Specified inactive node path not exists: {from_path}')
@@ -1080,9 +995,6 @@ class UnifiedManager:
                 return result.fail(f'Specified active node not exists: {node_id}')
 
             base_path = extract_base_custom_nodes_dir(repo_and_path[1])
-
-            # NOTE: Keep original name as possible if unknown node
-            # to_path = os.path.join(get_default_custom_nodes_path(), '.disabled', f"{node_id}@unknown")
             to_path = os.path.join(base_path, '.disabled', node_id)
 
             shutil.move(repo_and_path[1], to_path)
@@ -1099,6 +1011,8 @@ class UnifiedManager:
             return result.fail(f'Specified active node not exists: {node_id}')
 
         base_path = extract_base_custom_nodes_dir(ver_and_path[1])
+
+        # NOTE: A disabled node may have multiple versions, so preserve it using the `@ suffix`.
         to_path = os.path.join(base_path, '.disabled', f"{node_id}@{ver_and_path[0].replace('.', '_')}")
         shutil.move(ver_and_path[1], to_path)
         result.append((ver_and_path[1], to_path))
@@ -1112,7 +1026,7 @@ class UnifiedManager:
 
         return result
 
-    def unified_uninstall(self, node_id, is_unknown):
+    def unified_uninstall(self, node_id: str, is_unknown: bool):
         """
         Remove whole installed custom nodes including inactive nodes
         """
@@ -1189,7 +1103,7 @@ class UnifiedManager:
             os.remove(download_path)
 
         # install_path
-        install_path = os.path.join(get_default_custom_nodes_path(), f"{node_id}@{version_spec.replace('.', '_')}")
+        install_path = os.path.join(get_default_custom_nodes_path(), node_id)
         if os.path.exists(install_path):
             return result.fail(f'Install path already exists: {install_path}')
 
@@ -1372,10 +1286,7 @@ class UnifiedManager:
                 if self.is_enabled(node_id, 'cnr'):
                     self.unified_disable(node_id, False)
 
-            if version_spec == 'unknown':
-                to_path = os.path.abspath(os.path.join(get_default_custom_nodes_path(), node_id))    # don't attach @unknown
-            else:
-                to_path = os.path.abspath(os.path.join(get_default_custom_nodes_path(), f"{node_id}@{version_spec.replace('.', '_')}"))
+            to_path = os.path.abspath(os.path.join(get_default_custom_nodes_path(), node_id))
             res = self.repo_install(repo_url, to_path, instant_execution=instant_execution, no_deps=no_deps, return_postinstall=return_postinstall)
             if res.result:
                 if version_spec == 'unknown':
@@ -1425,18 +1336,6 @@ class UnifiedManager:
             new_path = os.path.join(get_default_custom_nodes_path(), '.disabled', f"{x}@nightly")
             moves.append((v, new_path))
 
-        print("Migration: STAGE 2")
-        # migrate active nodes
-        for x, v in self.active_nodes.items():
-            if v[0] not in ['nightly']:
-                continue
-
-            if v[1].endswith('@nightly'):
-                continue
-
-            new_path = os.path.join(get_default_custom_nodes_path(), f"{x}@nightly")
-            moves.append((v[1], new_path))
-
         self.reserve_migration(moves)
 
         print("DONE (Migration reserved)")
@@ -2343,7 +2242,10 @@ def get_installed_pip_packages():
     return res
 
 
-def get_current_snapshot():
+async def get_current_snapshot():
+    await unified_manager.reload('cache')
+    await unified_manager.get_custom_nodes('default', 'cache')
+
     # Get ComfyUI hash
     repo_path = comfy_path
 
@@ -2360,36 +2262,33 @@ def get_current_snapshot():
 
     # Get custom nodes hash
     for custom_nodes_dir in get_custom_nodes_paths():
-        for path in os.listdir(custom_nodes_dir):
+        paths = os.listdir(custom_nodes_dir)
+
+        disabled_path = os.path.join(custom_nodes_dir, '.disabled')
+        if os.path.exists(disabled_path):
+            for x in os.listdir(disabled_path):
+                paths.append(os.path.join(disabled_path, x))
+
+        for path in paths:
             if path in ['.disabled', '__pycache__']:
                 continue
 
             fullpath = os.path.join(custom_nodes_dir, path)
 
             if os.path.isdir(fullpath):
-                is_disabled = path.endswith(".disabled")
+                is_disabled = path.endswith(".disabled") or os.path.basename(os.path.dirname(fullpath)) == ".disabled"
 
                 try:
-                    git_dir = os.path.join(fullpath, '.git')
+                    info = unified_manager.resolve_from_path(fullpath)
 
-                    parsed_spec = path.split('@')
+                    if info is None:
+                        continue
 
-                    if len(parsed_spec) == 1:
-                        node_id = parsed_spec[0]
-                        ver_spec = 'unknown'
-                    else:
-                        node_id, ver_spec = parsed_spec
-                        ver_spec = ver_spec.replace('_', '.')
-
-                    if len(ver_spec) > 1 and ver_spec not in ['nightly', 'latest', 'unknown']:
+                    if info['ver'] not in ['nightly', 'latest', 'unknown']:
                         if is_disabled:
                             continue  # don't restore disabled state of CNR node.
 
-                        cnr_custom_nodes[node_id] = ver_spec
-
-                    elif not os.path.exists(git_dir):
-                        continue
-
+                        cnr_custom_nodes[info['id']] = info['ver']
                     else:
                         repo = git.Repo(fullpath)
                         commit_hash = repo.head.commit.hexsha
@@ -2419,7 +2318,7 @@ def get_current_snapshot():
     }
 
 
-def save_snapshot_with_postfix(postfix, path=None):
+async def save_snapshot_with_postfix(postfix, path=None):
     if path is None:
         now = datetime.now()
 
@@ -2431,7 +2330,7 @@ def save_snapshot_with_postfix(postfix, path=None):
         file_name = path.replace('\\', '/').split('/')[-1]
         file_name = file_name.split('.')[-2]
 
-    snapshot = get_current_snapshot()
+    snapshot = await get_current_snapshot()
     if path.endswith('.json'):
         with open(path, "w") as json_file:
             json.dump(snapshot, json_file, indent=4)
@@ -2733,7 +2632,7 @@ def populate_github_stats(node_packs, json_obj_github):
         if url in json_obj_github:
             v['stars'] = json_obj_github[url]['stars']
             v['last_update'] = json_obj_github[url]['last_update']
-            v['trust'] = json_obj_github[url]['author_account_age_days'] > 180
+            v['trust'] = json_obj_github[url]['author_account_age_days'] > 600
         else:
             v['stars'] = -1
             v['last_update'] = -1
@@ -2831,8 +2730,8 @@ async def restore_snapshot(snapshot_path, git_helper_extras=None):
                 if v[0] == 'nightly' and cnr_repo_map.get(k):
                     repo_url = cnr_repo_map.get(k)
 
-                    normalized_url1 = repo_url.replace("git@github.com:", "https://github.com/")
-                    normalized_url2 = repo_url.replace("https://github.com/", "git@github.com:")
+                    normalized_url1 = git_utils.normalize_url(repo_url)
+                    normalized_url2 = git_utils.normalize_url_http(repo_url)
 
                     if normalized_url1 not in git_info and normalized_url2 not in git_info:
                         todo_disable.append(k)
@@ -2851,8 +2750,8 @@ async def restore_snapshot(snapshot_path, git_helper_extras=None):
 
                 if cnr_repo_map.get(k):
                     repo_url = cnr_repo_map.get(k)
-                    normalized_url1 = repo_url.replace("git@github.com:", "https://github.com/")
-                    normalized_url2 = repo_url.replace("https://github.com/", "git@github.com:")
+                    normalized_url1 = git_utils.normalize_url(repo_url)
+                    normalized_url2 = git_utils.normalize_url_http(repo_url)
 
                     if normalized_url1 in git_info:
                         commit_hash = git_info[normalized_url1]['hash']
@@ -2889,7 +2788,7 @@ async def restore_snapshot(snapshot_path, git_helper_extras=None):
                     skip_node_packs.append(x[0])
 
             for x in git_info.keys():
-                normalized_url = x.replace("git@github.com:", "https://github.com/")
+                normalized_url = git_utils.normalize_url(x)
                 cnr = unified_manager.repo_cnr_map.get(normalized_url)
                 if cnr is not None:
                     pack_id = cnr['id']
@@ -2915,8 +2814,8 @@ async def restore_snapshot(snapshot_path, git_helper_extras=None):
         if repo_url is None:
             continue
 
-        normalized_url1 = repo_url.replace("git@github.com:", "https://github.com/")
-        normalized_url2 = repo_url.replace("https://github.com/", "git@github.com:")
+        normalized_url1 = git_utils.normalize_url(repo_url)
+        normalized_url2 = git_utils.normalize_url_http(repo_url)
 
         if normalized_url1 not in git_info and normalized_url2 not in git_info:
             todo_disable.append(k2)
@@ -2937,8 +2836,8 @@ async def restore_snapshot(snapshot_path, git_helper_extras=None):
         if repo_url is None:
             continue
 
-        normalized_url1 = repo_url.replace("git@github.com:", "https://github.com/")
-        normalized_url2 = repo_url.replace("https://github.com/", "git@github.com:")
+        normalized_url1 = git_utils.normalize_url(repo_url)
+        normalized_url2 = git_utils.normalize_url_http(repo_url)
 
         if normalized_url1 in git_info:
             commit_hash = git_info[normalized_url1]['hash']

glob/manager_downloader.py

@@ -38,6 +38,8 @@ def basic_download_url(url, dest_folder, filename):
 
 
 def download_url(model_url: str, model_dir: str, filename: str):
+    if HF_ENDPOINT:
+        model_url = model_url.replace('https://huggingface.co', HF_ENDPOINT)
     if aria2:
         return aria2_download_url(model_url, model_dir, filename)
     else:
@@ -66,9 +68,6 @@ def aria2_download_url(model_url: str, model_dir: str, filename: str):
     if model_dir.startswith(core.comfy_path):
         model_dir = model_dir[len(core.comfy_path) :]
 
-    if HF_ENDPOINT:
-        model_url = model_url.replace('https://huggingface.co', HF_ENDPOINT)
-
     download_dir = model_dir if model_dir.startswith('/') else os.path.join('/models', model_dir)
 
     download = aria2_find_task(download_dir, filename)

glob/manager_server.py

@@ -460,7 +460,7 @@ async def update_all(request):
         return web.Response(status=403)
 
     try:
-        core.save_snapshot_with_postfix('autosave')
+        await core.save_snapshot_with_postfix('autosave')
 
         if request.rel_url.query["mode"] == "local":
             channel = 'local'
@@ -544,37 +544,15 @@ def populate_markdown(x):
 
 @routes.get("/customnode/installed")
 async def installed_list(request):
-    result = {}
-    for x in folder_paths.get_folder_paths('custom_nodes'):
-        for module_name in os.listdir(x):
-            if (
-                module_name.endswith('.disabled') or
-                module_name == '__pycache__' or
-                module_name.endswith('.py') or
-                module_name.endswith('.example') or
-                module_name.endswith('.pyc')
-            ):
-                continue
+    unified_manager = core.unified_manager
 
-            spec = module_name.split('@')
+    await unified_manager.reload('cache')
+    await unified_manager.get_custom_nodes('default', 'cache')
 
-            if len(spec) == 2:
-                node_package_name = spec[0]
-                ver = spec[1].replace('_', '.')
-
-                if ver == 'nightly':
-                    ver = None
-            else:
-                node_package_name = module_name
-                ver = None
-
-            # extract commit hash
-            if ver is None:
-                ver = core.get_commit_hash(os.path.join(x, node_package_name))
-
-            result[node_package_name] = ver
-
-    return web.json_response(result, content_type='application/json')
+    return web.json_response({
+        node_id: package.version if package.is_from_cnr else package.get_commit_hash()
+        for node_id, package in unified_manager.installed_node_packages.items() if not package.disabled
+    }, content_type='application/json')
 
 
 @routes.get("/customnode/getlist")
@@ -721,7 +699,7 @@ async def restore_snapshot(request):
 @routes.get("/snapshot/get_current")
 async def get_current_snapshot_api(request):
     try:
-        return web.json_response(core.get_current_snapshot(), content_type='application/json')
+        return web.json_response(await core.get_current_snapshot(), content_type='application/json')
     except:
         return web.Response(status=400)
 
@@ -729,7 +707,7 @@ async def get_current_snapshot_api(request):
 @routes.get("/snapshot/save")
 async def save_snapshot(request):
     try:
-        core.save_snapshot_with_postfix('snapshot')
+        await core.save_snapshot_with_postfix('snapshot')
         return web.Response(status=200)
     except:
         return web.Response(status=400)
@@ -1381,6 +1359,11 @@ async def load_components(request):
         return web.Response(status=400)
 
 
+@routes.get("/manager/version")
+async def get_version(request):
+    return web.Response(text=core.version_str, status=200)
+
+
 async def _confirm_try_install(sender, custom_node_url, msg):
     json_obj = await core.get_data_by_mode('default', 'custom-node-list.json')
 
@@ -1425,10 +1408,11 @@ async def default_cache_update():
 
     await asyncio.gather(a, b, c, d, e)
 
-    if not core.get_config()['skip_migration_check']:
-        await core.check_need_to_migrate()
-    else:
-        logging.info("[ComfyUI-Manager] Migration check is skipped...")
+    # NOTE: hide migration button temporarily.
+    # if not core.get_config()['skip_migration_check']:
+    #     await core.check_need_to_migrate()
+    # else:
+    #     logging.info("[ComfyUI-Manager] Migration check is skipped...")
 
 
 threading.Thread(target=lambda: asyncio.run(default_cache_update())).start()

glob/manager_util.py

@@ -103,7 +103,12 @@ async def get_data(uri, silent=False):
 
     if uri.startswith("http"):
         async with aiohttp.ClientSession(trust_env=True, connector=aiohttp.TCPConnector(verify_ssl=False)) as session:
-            async with session.get(uri) as resp:
+            headers = {
+                'Cache-Control': 'no-cache',
+                'Pragma': 'no-cache',
+                'Expires': '0'
+            }
+            async with session.get(uri, headers=headers) as resp:
                 json_text = await resp.text()
     else:
         with cache_lock:

glob/node_package.py

@@ -0,0 +1,72 @@
+from __future__ import annotations
+
+from dataclasses import dataclass
+import os
+
+from git_utils import get_commit_hash
+
+
+@dataclass
+class InstalledNodePackage:
+    """Information about an installed node package."""
+
+    id: str
+    fullpath: str
+    disabled: bool
+    version: str
+
+    @property
+    def is_unknown(self) -> bool:
+        return self.version == "unknown"
+
+    @property
+    def is_nightly(self) -> bool:
+        return self.version == "nightly"
+
+    @property
+    def is_from_cnr(self) -> bool:
+        return not self.is_unknown and not self.is_nightly
+
+    @property
+    def is_enabled(self) -> bool:
+        return not self.disabled
+
+    @property
+    def is_disabled(self) -> bool:
+        return self.disabled
+
+    def get_commit_hash(self) -> str:
+        return get_commit_hash(self.fullpath)
+
+    def isValid(self) -> bool:
+        if self.is_from_cnr:
+            return os.path.exists(os.path.join(self.fullpath, '.tracking'))
+
+        return True
+
+    @staticmethod
+    def from_fullpath(fullpath: str, resolve_from_path) -> InstalledNodePackage:
+        parent_folder_name = os.path.basename(os.path.dirname(fullpath))
+        module_name = os.path.basename(fullpath)
+
+        if module_name.endswith(".disabled"):
+            node_id = module_name[:-9]
+            disabled = True
+        elif parent_folder_name == ".disabled":
+            # Nodes under custom_nodes/.disabled/* are disabled
+            node_id = module_name
+            disabled = True
+        else:
+            node_id = module_name
+            disabled = False
+
+        info = resolve_from_path(fullpath)
+        if info is None:
+            version = 'unknown'
+        else:
+            node_id = info['id']    # robust module guessing
+            version = info['ver']
+
+        return InstalledNodePackage(
+            id=node_id, fullpath=fullpath, disabled=disabled, version=version
+        )

glob/share_3rdparty.py

@@ -317,7 +317,7 @@ async def share_art(request):
             form.add_field("shareWorkflowTitle", title)
             form.add_field("shareWorkflowDescription", description)
             form.add_field("shareWorkflowIsNSFW", str(is_nsfw).lower())
-            form.add_field("currentSnapshot", json.dumps(core.get_current_snapshot()))
+            form.add_field("currentSnapshot", json.dumps(await core.get_current_snapshot()))
             form.add_field("modelsInfo", json.dumps(models_info))
 
             async with session.post(

js/cm-api.js

@@ -1,6 +1,6 @@
 import { api } from "../../scripts/api.js";
 import { app } from "../../scripts/app.js";
-import { sleep } from "./common.js";
+import { sleep, customConfirm, customAlert } from "./common.js";
 
 async function tryInstallCustomNode(event) {
 	let msg = '-= [ComfyUI Manager] extension installation request =-\n\n';
@@ -19,11 +19,10 @@ async function tryInstallCustomNode(event) {
 	msg += `\n\nRequest message:\n${event.detail.msg}`;
 
 	if(event.detail.target.installed == 'True') {
-		alert(msg);
+		customAlert(msg);
 		return;
 	}
-
-	let res = confirm(msg);
+	const res = await customConfirm(msg);
 	if(res) {
 		if(event.detail.target.installed == 'Disabled') {
 			const response = await api.fetchApi(`/customnode/toggle_active`, {

js/comfyui-manager.js

@@ -11,7 +11,9 @@ import {
 	showYouMLShareDialog
 } from "./comfyui-share-common.js";
 import { OpenArtShareDialog } from "./comfyui-share-openart.js";
-import { free_models, install_pip, install_via_git_url, manager_instance, rebootAPI, migrateAPI, setManagerInstance, show_message } from "./common.js";
+import {
+	free_models, install_pip, install_via_git_url, manager_instance,
+	rebootAPI, migrateAPI, setManagerInstance, show_message, customAlert, customPrompt } from "./common.js";
 import { ComponentBuilderDialog, getPureName, load_components, set_component_policy } from "./components-manager.js";
 import { CustomNodesManager } from "./custom-nodes-manager.js";
 import { ModelManager } from "./model-manager.js";
@@ -41,7 +43,7 @@ docStyle.innerHTML = `
 	width: 1000px;
 	height: 520px;
 	box-sizing: content-box;
-	z-index: 10000;
+	z-index: 1000;
 	overflow-y: auto;
 }
 
@@ -49,7 +51,7 @@ docStyle.innerHTML = `
 	width: 400px;
 	height: 25px;
 	box-sizing: border-box;
-	z-index: 10000;
+	z-index: 1000;
 	margin-top: 10px;
 	margin-bottom: 5px;
 }
@@ -610,7 +612,7 @@ async function updateComfyUI() {
 
 function showVersionSelectorDialog(versions, current, onSelect) {
 		const dialog = new ComfyDialog();
-		dialog.element.style.zIndex = 100003;
+		dialog.element.style.zIndex = 1100;
 		dialog.element.style.width = "300px";
 		dialog.element.style.padding = "0";
 		dialog.element.style.backgroundColor = "#2a2a2a";
@@ -710,7 +712,7 @@ function showVersionSelectorDialog(versions, current, onSelect) {
 							onSelect(selectedVersion);
 							dialog.close();
 						} else {
-							alert("Please select a version.");
+							customAlert("Please select a version.");
 						}
 					},
 					style: {
@@ -972,8 +974,8 @@ class ManagerMenuDialog extends ComfyDialog {
 				$el("button.cm-button", {
 					type: "button",
 					textContent: "Install via Git URL",
-					onclick: () => {
-						var url = prompt("Please enter the URL of the Git repository to install", "");
+					onclick: async () => {
+						var url = await customPrompt("Please enter the URL of the Git repository to install", "");
 
 						if (url !== null) {
 							install_via_git_url(url, self);
@@ -1240,8 +1242,8 @@ class ManagerMenuDialog extends ComfyDialog {
 						type: "button",
 						textContent: "Install PIP packages",
 						onclick:
-							() => {
-								var url = prompt("Please enumerate the pip packages to be installed.\n\nExample: insightface opencv-python-headless>=4.1.1\n", "");
+							async () => {
+								var url = await customPrompt("Please enumerate the pip packages to be installed.\n\nExample: insightface opencv-python-headless>=4.1.1\n", "");
 
 								if (url !== null) {
 									install_pip(url, self);
@@ -1505,9 +1507,23 @@ class ManagerMenuDialog extends ComfyDialog {
 	}
 }
 
+async function getVersion() {
+	let version = await api.fetchApi(`/manager/version`);
+	return await version.text();
+}
+
 
 app.registerExtension({
 	name: "Comfy.ManagerMenu",
+
+	aboutPageBadges: [
+		{
+			label: `ComfyUI-Manager ${await getVersion()}`,
+			url: 'https://github.com/ltdrdata/ComfyUI-Manager',
+			icon: 'pi pi-th-large'
+		}
+	],
+
 	init() {
 		$el("style", {
 			textContent: style,

js/comfyui-share-common.js

@@ -4,6 +4,7 @@ import { $el, ComfyDialog } from "../../scripts/ui.js";
 import { CopusShareDialog } from "./comfyui-share-copus.js";
 import { OpenArtShareDialog } from "./comfyui-share-openart.js";
 import { YouMLShareDialog } from "./comfyui-share-youml.js";
+import { customAlert } from "./common.js";
 
 export const SUPPORTED_OUTPUT_NODE_TYPES = [
 	"PreviewImage",
@@ -252,9 +253,9 @@ export const showShareDialog = async (share_option) => {
         if (potential_output_nodes.length === 0) {
           // todo: add support for other output node types (animatediff combine, etc.)
           const supported_nodes_string = SUPPORTED_OUTPUT_NODE_TYPES.join(", ");
-          alert(`No supported output node found (${supported_nodes_string}). To share this workflow, please add an output node to your graph and re-run your prompt.`);
+          customAlert(`No supported output node found (${supported_nodes_string}). To share this workflow, please add an output node to your graph and re-run your prompt.`);
         } else {
-          alert("To share this, first run a prompt. Once it's done, click 'Share'.\n\nNOTE: Images of the Share target can only be selected in the PreviewImage, SaveImage, and VHS_VideoCombine nodes. In the case of VHS_VideoCombine, only the image/gif and image/webp formats are supported.");
+          customAlert("To share this, first run a prompt. Once it's done, click 'Share'.\n\nNOTE: Images of the Share target can only be selected in the PreviewImage, SaveImage, and VHS_VideoCombine nodes. In the case of VHS_VideoCombine, only the image/gif and image/webp formats are supported.");
         }
         return false;
       }
@@ -512,7 +513,7 @@ export class ShareDialogChooser extends ComfyDialog {
 	}
 	show() {
 		this.element.style.display = "block";
-		this.element.style.zIndex = 10001;
+		this.element.style.zIndex = 1099;
 	}
 }
 export class ShareDialog extends ComfyDialog {
@@ -861,7 +862,7 @@ export class ShareDialog extends ComfyDialog {
 			if (destinations.includes("matrix")) {
 				let definedMatrixAuth = !!this.matrix_homeserver_input.value && !!this.matrix_username_input.value && !!this.matrix_password_input.value;
 				if (!definedMatrixAuth) {
-					alert("Please set your Matrix account details.");
+					customAlert("Please set your Matrix account details.");
 					return;
 				}
 			}
@@ -878,9 +879,9 @@ export class ShareDialog extends ComfyDialog {
 				if (potential_output_nodes.length === 0) {
 					// todo: add support for other output node types (animatediff combine, etc.)
 					const supported_nodes_string = SUPPORTED_OUTPUT_NODE_TYPES.join(", ");
-					alert(`No supported output node found (${supported_nodes_string}). To share this workflow, please add an output node to your graph and re-run your prompt.`);
+					customAlert(`No supported output node found (${supported_nodes_string}). To share this workflow, please add an output node to your graph and re-run your prompt.`);
 				} else {
-					alert("To share this, first run a prompt. Once it's done, click 'Share'.\n\nNOTE: Images of the Share target can only be selected in the PreviewImage, SaveImage, and VHS_VideoCombine nodes. In the case of VHS_VideoCombine, only the image/gif and image/webp formats are supported.");
+					customAlert("To share this, first run a prompt. Once it's done, click 'Share'.\n\nNOTE: Images of the Share target can only be selected in the PreviewImage, SaveImage, and VHS_VideoCombine nodes. In the case of VHS_VideoCombine, only the image/gif and image/webp formats are supported.");
 				}
 				this.selectedOutputIndex = 0;
 				this.close();
@@ -918,16 +919,16 @@ export class ShareDialog extends ComfyDialog {
 				try {
 					const response_json = await response.json();
 					if (response_json.error) {
-						alert(response_json.error);
+						customAlert(response_json.error);
 						this.close();
 						return;
 					} else {
-						alert("Failed to share your art. Please try again.");
+						customAlert("Failed to share your art. Please try again.");
 						this.close();
 						return;
 					}
 				} catch (e) {
-					alert("Failed to share your art. Please try again.");
+					customAlert("Failed to share your art. Please try again.");
 					this.close();
 					return;
 				}

js/comfyui-share-copus.js

@@ -1,5 +1,7 @@
 import { app } from "../../scripts/app.js";
 import { $el, ComfyDialog } from "../../scripts/ui.js";
+import { customAlert } from "./common.js";
+
 const env = "prod";
 
 let DEFAULT_HOMEPAGE_URL = "https://copus.io";
@@ -603,7 +605,7 @@ export class CopusShareDialog extends ComfyDialog {
       this.shareButton.textContent = "Sharing...";
       await this.share();
     } catch (e) {
-      alert(e.message);
+      customAlert(e.message);
     }
     this.shareButton.disabled = false;
     this.shareButton.textContent = "Share";

js/comfyui-share-openart.js

@@ -1,6 +1,7 @@
 import {app} from "../../scripts/app.js";
 import {api} from "../../scripts/api.js";
 import {ComfyDialog, $el} from "../../scripts/ui.js";
+import { customAlert } from "./common.js";
 
 const LOCAL_STORAGE_KEY = "openart_comfy_workflow_key";
 const DEFAULT_HOMEPAGE_URL = "https://openart.ai/workflows/dev?developer=true";
@@ -431,7 +432,7 @@ export class OpenArtShareDialog extends ComfyDialog {
       this.shareButton.textContent = "Sharing...";
       await this.share();
     } catch (e) {
-      alert(e.message);
+      customAlert(e.message);
     }
     this.shareButton.disabled = false;
     this.shareButton.textContent = "Share";

js/comfyui-share-youml.js

@@ -1,6 +1,7 @@
 import {app} from "../../scripts/app.js";
 import {api} from "../../scripts/api.js";
 import {ComfyDialog, $el} from "../../scripts/ui.js";
+import { customAlert } from "./common.js";
 
 const BASE_URL = "https://youml.com";
 //const BASE_URL = "http://localhost:3000";
@@ -347,7 +348,7 @@ export class YouMLShareDialog extends ComfyDialog {
       this.shareButton.textContent = "Sharing...";
       await this.share();
     } catch (e) {
-      alert(e.message);
+      customAlert(e.message);
     } finally {
       this.shareButton.disabled = false;
       this.shareButton.textContent = "Share";

js/common.js

@@ -2,36 +2,174 @@ import { app } from "../../scripts/app.js";
 import { api } from "../../scripts/api.js";
 import { $el, ComfyDialog } from "../../scripts/ui.js";
 
+
+function internalCustomConfirm(message, confirmMessage, cancelMessage) {
+	return new Promise((resolve) => {
+		// transparent bg
+		const modalOverlay = document.createElement('div');
+		modalOverlay.style.position = 'fixed';
+		modalOverlay.style.top = 0;
+		modalOverlay.style.left = 0;
+		modalOverlay.style.width = '100%';
+		modalOverlay.style.height = '100%';
+		modalOverlay.style.backgroundColor = 'rgba(0, 0, 0, 0.8)';
+		modalOverlay.style.display = 'flex';
+		modalOverlay.style.alignItems = 'center';
+		modalOverlay.style.justifyContent = 'center';
+		modalOverlay.style.zIndex = '1100';
+
+		// Modal window container (dark bg)
+		const modalDialog = document.createElement('div');
+		modalDialog.style.backgroundColor = '#333';
+		modalDialog.style.padding = '20px';
+		modalDialog.style.borderRadius = '4px';
+		modalDialog.style.maxWidth = '400px';
+		modalDialog.style.width = '80%';
+		modalDialog.style.boxShadow = '0 2px 8px rgba(0, 0, 0, 0.5)';
+		modalDialog.style.color = '#fff';
+
+		// Display message
+		const modalMessage = document.createElement('p');
+		modalMessage.textContent = message;
+		modalMessage.style.margin = '0';
+		modalMessage.style.padding = '0 0 20px';
+		modalMessage.style.wordBreak = 'keep-all';
+
+		// Button container
+		const modalButtons = document.createElement('div');
+		modalButtons.style.display = 'flex';
+		modalButtons.style.justifyContent = 'flex-end';
+
+		// Confirm button (green)
+		const confirmButton = document.createElement('button');
+		if(confirmMessage)
+			confirmButton.textContent = confirmMessage;
+		else
+			confirmButton.textContent = 'Confirm';
+		confirmButton.style.marginLeft = '10px';
+		confirmButton.style.backgroundColor = '#28a745'; // green
+		confirmButton.style.color = '#fff';
+		confirmButton.style.border = 'none';
+		confirmButton.style.padding = '6px 12px';
+		confirmButton.style.borderRadius = '4px';
+		confirmButton.style.cursor = 'pointer';
+		confirmButton.style.fontWeight = 'bold';
+
+		// Cancel button (red)
+		const cancelButton = document.createElement('button');
+		if(cancelMessage)
+			cancelButton.textContent = cancelMessage;
+		else
+			cancelButton.textContent = 'Cancel';
+
+		cancelButton.style.marginLeft = '10px';
+		cancelButton.style.backgroundColor = '#dc3545'; // red
+		cancelButton.style.color = '#fff';
+		cancelButton.style.border = 'none';
+		cancelButton.style.padding = '6px 12px';
+		cancelButton.style.borderRadius = '4px';
+		cancelButton.style.cursor = 'pointer';
+		cancelButton.style.fontWeight = 'bold';
+
+		const closeModal = () => {
+			document.body.removeChild(modalOverlay);
+		};
+
+		confirmButton.addEventListener('click', () => {
+			closeModal();
+			resolve(true);
+		});
+
+		cancelButton.addEventListener('click', () => {
+			closeModal();
+			resolve(false);
+		});
+
+		modalButtons.appendChild(confirmButton);
+		modalButtons.appendChild(cancelButton);
+		modalDialog.appendChild(modalMessage);
+		modalDialog.appendChild(modalButtons);
+		modalOverlay.appendChild(modalDialog);
+		document.body.appendChild(modalOverlay);
+	});
+}
+
 export function show_message(msg) {
 	app.ui.dialog.show(msg);
-	app.ui.dialog.element.style.zIndex = 10010;
+	app.ui.dialog.element.style.zIndex = 1099;
 }
 
 export async function sleep(ms) {
 	return new Promise(resolve => setTimeout(resolve, ms));
 }
 
+export async function customConfirm(message) {
+	try {
+		let res = await
+			window['app'].extensionManager.dialog
+			.confirm({
+				title: 'Confirm',
+				message: message
+			});
+
+		return res;
+	}
+	catch {
+		let res = await internalCustomConfirm(message);
+		return res;
+	}
+}
+
+
+export function customAlert(message) {
+	try {
+		window['app'].extensionManager.toast.addAlert(message);
+	}
+	catch {
+		alert(message);
+	}
+}
+
+
+export async function customPrompt(title, message) {
+	try {
+		let res = await
+				window['app'].extensionManager.dialog
+				.prompt({
+					title: title,
+					message: message
+				});
+
+		return res;
+	}
+	catch {
+		return prompt(title, message)
+	}
+}
+
+
 export function rebootAPI() {
 	if ('electronAPI' in window) {
-      		window.electronAPI.restartApp();
-      		return true;
-    	}
-	if (confirm("Are you sure you'd like to reboot the server?")) {
-		try {
-			api.fetchApi("/manager/reboot");
-		}
-		catch(exception) {
-
-		}
-		return true;
+			window.electronAPI.restartApp();
+			return true;
 	}
 
+	customConfirm("Are you sure you'd like to reboot the server?").then((isConfirmed) => {
+		if (isConfirmed) {
+			try {
+				api.fetchApi("/manager/reboot");
+			}
+			catch(exception) {}
+		}
+	});
+
 	return false;
 }
 
 
 export async function migrateAPI() {
-	if (confirm("When performing a migration, existing installed custom nodes will be renamed and the server will be restarted. Are you sure you want to apply this?\n\n(If you don't perform the migration, ComfyUI-Manager's start-up time will be longer each time due to re-checking during startup.)")) {
+	let confirmed = await customConfirm("When performing a migration, existing installed custom nodes will be renamed and the server will be restarted. Are you sure you want to apply this?\n\n(If you don't perform the migration, ComfyUI-Manager's start-up time will be longer each time due to re-checking during startup.)")
+	if (confirmed) {
 		try {
 			await api.fetchApi("/manager/migrate_unmanaged_nodes");
 			api.fetchApi("/manager/reboot");

js/components-manager.js

@@ -1,6 +1,6 @@
 import { app } from "../../scripts/app.js";
 import { api } from "../../scripts/api.js"
-import { sleep, show_message } from "./common.js";
+import { sleep, show_message, customConfirm, customAlert } from "./common.js";
 import { GroupNodeConfig, GroupNodeHandler } from "../../extensions/core/groupNode.js";
 import { ComfyDialog, $el } from "../../scripts/ui.js";
 
@@ -365,7 +365,7 @@ function checkVersion(name, component) {
 	return msg;
 }
 
-function handle_import_components(components) {
+async function handle_import_components(components) {
 	let msg = 'Components:\n';
 	let cnt = 0;
 	for(let name in components) {
@@ -387,8 +387,9 @@ function handle_import_components(components) {
 
 	let last_name = null;
 	msg += '\nWill you load components?\n';
-	if(confirm(msg)) {
-		let mode = confirm('\nWill you save components?\n(cancel=load without save)');
+	const confirmed = await customConfirm(msg);
+	if(confirmed) {
+		const mode = await customConfirm('\nWill you save components?\n(cancel=load without save)');
 
 		for(let name in components) {
 			let component = components[name];
@@ -411,7 +412,7 @@ function handle_import_components(components) {
 	}
 }
 
-function handlePaste(e) {
+async function handlePaste(e) {
 	let data = (e.clipboardData || window.clipboardData);
 	const items = data.items;
 	for(const item of items) {
@@ -421,7 +422,7 @@ function handlePaste(e) {
 				let json_data = JSON.parse(data);
 				if(json_data.kind == 'ComfyUI Components' && last_paste_timestamp != json_data.timestamp) {
 					last_paste_timestamp = json_data.timestamp;
-					handle_import_components(json_data.components);
+					await handle_import_components(json_data.components);
 
 					// disable paste node
 					localStorage.removeItem("litegrapheditor_clipboard", null);
@@ -455,7 +456,7 @@ export class ComponentBuilderDialog extends ComfyDialog {
 		this.invalidateControl();
 
 		this.element.style.display = "block";
-		this.element.style.zIndex = 10001;
+		this.element.style.zIndex = 1099;
 		this.element.style.width = "500px";
 		this.element.style.height = "480px";
 	}
@@ -621,7 +622,7 @@ export class ComponentBuilderDialog extends ComfyDialog {
 				self.version_string.value = self.default_ver;
 			}
 			else {
-				alert('If you are not the author, it is not recommended to change the version, as it may cause component update issues.');
+				customAlert('If you are not the author, it is not recommended to change the version, as it may cause component update issues.');
 			}
 		};
 
@@ -677,7 +678,7 @@ export class ComponentBuilderDialog extends ComfyDialog {
 
 let orig_handleFile = app.handleFile;
 
-function handleFile(file) {
+async function handleFile(file) {
 	if (file.name?.endsWith(".json") || file.name?.endsWith(".pack")) {
 		const reader = new FileReader();
 		reader.onload = async () => {
@@ -690,7 +691,7 @@ function handleFile(file) {
 			}
 
 			if(is_component) {
-				handle_import_components(jsonContent);
+				await handle_import_components(jsonContent);
 			}
 			else {
 				orig_handleFile.call(app, file);

js/custom-nodes-manager.js

@@ -4,7 +4,7 @@ import { api } from "../../scripts/api.js";
 
 import {
 	manager_instance, rebootAPI, install_via_git_url,
-	fetchData, md5, icons, show_message
+	fetchData, md5, icons, show_message, customConfirm, customAlert, customPrompt
 } from  "./common.js";
 
 // https://cenfun.github.io/turbogrid/api.html
@@ -13,7 +13,7 @@ import TG from "./turbogrid.esm.js";
 const pageCss = `
 .cn-manager {
 	--grid-font: -apple-system, BlinkMacSystemFont, "Segue UI", "Noto Sans", Helvetica, Arial, sans-serif, "Apple Color Emoji", "Segoe UI Emoji";
-	z-index: 10001;
+	z-index: 1099;
 	width: 80%;
 	height: 80%;
 	display: flex;
@@ -55,6 +55,18 @@ const pageCss = `
 	color: white;
 }
 
+.cn-manager .cn-manager-back {
+	align-items: center;
+	justify-content: center;
+}
+
+.arrow-icon {
+	height: 1em;
+	width: 1em;
+	margin-right: 5px;
+	transform: translateY(2px);
+}
+
 .cn-manager-header {
 	display: flex;
 	flex-wrap: wrap;
@@ -325,7 +337,12 @@ const pageHtml = `
 <div class="cn-manager-selection"></div>
 <div class="cn-manager-message"></div>
 <div class="cn-manager-footer">
-	<button class="cn-manager-back">◀ Back</button>
+<button class="cn-manager-back">
+    <svg class="arrow-icon" width="14" height="14" viewBox="0 0 16 16" fill="none" xmlns="http://www.w3.org/2000/svg">
+        <path d="M2 8H18M2 8L8 2M2 8L8 14" stroke="white" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/>
+    </svg>
+    Back
+</button>
 	<button class="cn-manager-restart">Restart</button>
 	<div class="cn-flex-auto"></div>
 	<button class="cn-manager-check-update">Check Update</button>
@@ -389,7 +406,7 @@ export class CustomNodesManager {
 
 	showVersionSelectorDialog(versions, onSelect) {
 		const dialog = new ComfyDialog();
-		dialog.element.style.zIndex = 100003;
+		dialog.element.style.zIndex = 1100;
 		dialog.element.style.width = "300px";
 		dialog.element.style.padding = "0";
 		dialog.element.style.backgroundColor = "#2a2a2a";
@@ -489,7 +506,7 @@ export class CustomNodesManager {
 							onSelect(selectedVersion);
 							dialog.close();
 						} else {
-							alert("Please select a version.");
+							customAlert("Please select a version.");
 						}
 					},
 					style: {
@@ -753,8 +770,8 @@ export class CustomNodesManager {
 			},
 
 			".cn-manager-install-url": {
-				click: (e) => {
-					const url = prompt("Please enter the URL of the Git repository to install", "");
+				click: async (e) => {
+					const url = await customPrompt("Please enter the URL of the Git repository to install", "");
 					if (url !== null) {
 						install_via_git_url(url, this.manager_dialog);
 					}
@@ -1200,14 +1217,18 @@ export class CustomNodesManager {
 
 		if(mode === "uninstall") {
 			title = title || `${list.length} custom nodes`;
-			if (!confirm(`Are you sure uninstall ${title}?`)) {
+
+			const confirmed = await customConfirm(`Are you sure uninstall ${title}?`);
+			if (!confirmed) {
 				return;
 			}
 		}
 
 		if(mode === "reinstall") {
 			title = title || `${list.length} custom nodes`;
-			if (!confirm(`Are you sure reinstall ${title}?`)) {
+
+			const confirmed = await customConfirm(`Are you sure reinstall ${title}?`);
+			if (!confirmed) {
 				return;
 			}
 		}
@@ -1522,6 +1543,9 @@ export class CustomNodesManager {
 		for (const k in node_packs) {
 			let item = node_packs[k];
 			item.originalData = JSON.parse(JSON.stringify(item));
+			if(item.originalData.id == undefined) {
+				item.originalData.id = k;
+			}
 			item.hash = md5(k);
 		}
 

js/model-manager.js

@@ -10,7 +10,7 @@ import TG from "./turbogrid.esm.js";
 const pageCss = `
 .cmm-manager {
 	--grid-font: -apple-system, BlinkMacSystemFont, "Segoe UI", "Noto Sans", Helvetica, Arial, sans-serif, "Apple Color Emoji", "Segoe UI Emoji";
-	z-index: 10001;
+	z-index: 1099;
 	width: 80%;
 	height: 80%;
 	display: flex;

js/snapshot.js

@@ -291,7 +291,7 @@ export class SnapshotManager extends ComfyDialog {
 		try {
 			this.invalidateControl();
 			this.element.style.display = "block";
-			this.element.style.zIndex = 10001;
+			this.element.style.zIndex = 1099;
 		}
 		catch(exception) {
 			app.ui.dialog.show(`Failed to get external model list. / ${exception}`);

js/workflow-metadata.js

@@ -47,7 +47,7 @@ class WorkflowMetadataExtension {
       const modules = nodeData.python_module.split(".");
 
       if (modules[0] === "custom_nodes") {
-        const nodePackageName = modules[1].split("@")[0];
+        const nodePackageName = modules[1];
         const nodeVersion = this.installedNodeVersions[nodePackageName];
         nodeVersions[nodePackageName] = nodeVersion;
       } else if (["nodes", "comfy_extras"].includes(modules[0])) {

model-list.json

@@ -3943,8 +3943,9 @@
       "url": "https://huggingface.co/Kijai/DepthAnythingV2-safetensors/resolve/main/depth_anything_v2_vits_fp32.safetensors",
       "size": "99.2MB"
     },
+
     {
-      "name": "PixArt-Sigma-XL-2-1024-MS.pth",
+      "name": "PixArt-Sigma-XL-2-1024-MS.pth (checkpoint)",
       "type": "checkpoint",
       "base": "pixart-sigma",
       "save_path": "checkpoints/PixArt-Sigma",
@@ -3955,6 +3956,41 @@
       "size": "2.47GB"
     },
 
+    {
+      "name": "PixArt-Sigma-XL-2-512-MS.safetensors (diffusion)",
+      "type": "diffusion_model",
+      "base": "pixart-sigma",
+      "save_path": "diffusion_models/PixArt-Sigma",
+      "description": "PixArt-Sigma Diffusion model",
+      "reference": "https://huggingface.co/PixArt-alpha/PixArt-Sigma-XL-2-512-MS",
+      "filename": "PixArt-Sigma-XL-2-512-MS.safetensors",
+      "url": "https://huggingface.co/PixArt-alpha/PixArt-Sigma-XL-2-512-MS/resolve/main/transformer/diffusion_pytorch_model.safetensors",
+      "size": "2.44GB"
+    },
+    {
+      "name": "PixArt-Sigma-XL-2-1024-MS.safetensors (diffusion)",
+      "type": "diffusion_model",
+      "base": "pixart-sigma",
+      "save_path": "diffusion_models/PixArt-Sigma",
+      "description": "PixArt-Sigma Diffusion model",
+      "reference": "https://huggingface.co/PixArt-alpha/PixArt-Sigma-XL-2-1024-MS",
+      "filename": "PixArt-Sigma-XL-2-1024-MS.safetensors",
+      "url": "https://huggingface.co/PixArt-alpha/PixArt-Sigma-XL-2-1024-MS/resolve/main/transformer/diffusion_pytorch_model.safetensors",
+      "size": "2.44GB"
+    },
+    {
+      "name": "PixArt-XL-2-1024-MS.safetensors (diffusion)",
+      "type": "diffusion_model",
+      "base": "pixart-alpha",
+      "save_path": "diffusion_models/PixArt-Alpha",
+      "description": "PixArt-Alpha Diffusion model",
+      "reference": "https://huggingface.co/PixArt-alpha/PixArt-XL-2-1024-MS",
+      "filename": "PixArt-XL-2-1024-MS.safetensors",
+      "url": "https://huggingface.co/PixArt-alpha/PixArt-XL-2-1024-MS/resolve/main/transformer/diffusion_pytorch_model.safetensors",
+      "size": "2.45GB"
+    },
+
+
     {
       "name": "hunyuan_dit_1.2.safetensors",
       "type": "checkpoint",
@@ -3989,6 +4025,52 @@
       "size": "8.24GB"
     },
 
+    {
+      "name": "Comfy-Org/hunyuan_video_t2v_720p_bf16.safetensors",
+      "type": "diffusion_model",
+      "base": "Hunyuan Video",
+      "save_path": "diffusion_models/hunyuan_video",
+      "description": "Huyuan Video diffusion model. repackaged version.",
+      "reference": "https://huggingface.co/Comfy-Org/HunyuanVideo_repackaged",
+      "filename": "hunyuan_video_t2v_720p_bf16.safetensors",
+      "url": "https://huggingface.co/Comfy-Org/HunyuanVideo_repackaged/resolve/main/split_files/diffusion_models/hunyuan_video_t2v_720p_bf16.safetensors",
+      "size": "25.6GB"
+    },
+    {
+      "name": "Comfy-Org/hunyuan_video_vae_bf16.safetensors",
+      "type": "VAE",
+      "base": "Hunyuan Video",
+      "save_path": "VAE",
+      "description": "Huyuan Video VAE model. repackaged version.",
+      "reference": "https://huggingface.co/Comfy-Org/HunyuanVideo_repackaged",
+      "filename": "hunyuan_video_vae_bf16.safetensors",
+      "url": "https://huggingface.co/Comfy-Org/HunyuanVideo_repackaged/resolve/main/split_files/vae/hunyuan_video_vae_bf16.safetensors",
+      "size": "493MB"
+    },
+
+    {
+      "name": "Comfy-Org/llava_llama3_fp8_scaled.safetensors",
+      "type": "clip",
+      "base": "LLaVA-Llama-3",
+      "save_path": "text_encoders",
+      "description": "llava_llama3_fp8_scaled text encoder model. This is required for using Hunyuan Video.",
+      "reference": "https://huggingface.co/Comfy-Org/HunyuanVideo_repackaged",
+      "filename": "llava_llama3_fp8_scaled.safetensors",
+      "url": "https://huggingface.co/Comfy-Org/HunyuanVideo_repackaged/resolve/main/split_files/text_encoders/llava_llama3_fp8_scaled.safetensors",
+      "size": "9.09GB"
+    },
+    {
+      "name": "Comfy-Org/llava_llama3_fp16.safetensors",
+      "type": "clip",
+      "base": "LLaVA-Llama-3",
+      "save_path": "text_encoders",
+      "description": "llava_llama3_fp16 text encoder model. This is required for using Hunyuan Video.",
+      "reference": "https://huggingface.co/Comfy-Org/HunyuanVideo_repackaged",
+      "filename": "llava_llama3_fp16.safetensors",
+      "url": "https://huggingface.co/Comfy-Org/HunyuanVideo_repackaged/resolve/main/split_files/text_encoders/llava_llama3_fp16.safetensors",
+      "size": "16.1GB"
+    },
+
     {
       "name": "FLUX.1 [Schnell] Diffusion model",
       "type": "diffusion_model",
@@ -4552,6 +4634,97 @@
       "filename": "ltx-video-2b-v0.9.safetensors",
       "url": "https://huggingface.co/Lightricks/LTX-Video/resolve/main/ltx-video-2b-v0.9.safetensors",
       "size": "9.37GB"
+    },
+    {
+      "name": "LTX-Video 2B v0.9.1 Checkpoint",
+      "type": "checkpoint",
+      "base": "LTX-Video",
+      "save_path": "checkpoints/LTXV",
+      "description": "LTX-Video is the first DiT-based video generation model capable of generating high-quality videos in real-time. It produces 24 FPS videos at a 768x512 resolution faster than they can be watched. Trained on a large-scale dataset of diverse videos, the model generates high-resolution videos with realistic and varied content.",
+      "reference": "https://huggingface.co/Lightricks/LTX-Video",
+      "filename": "ltx-video-2b-v0.9.1.safetensors",
+      "url": "https://huggingface.co/Lightricks/LTX-Video/resolve/main/ltx-video-2b-v0.9.1.safetensors",
+      "size": "5.72GB"
+    },
+
+    {
+      "name": "XLabs-AI/flux-canny-controlnet-v3.safetensors",
+      "type": "controlnet",
+      "base": "FLUX.1",
+      "save_path": "xlabs/controlnets",
+      "description": "ControlNet checkpoints for FLUX.1-dev model by Black Forest Labs.",
+      "reference": "https://huggingface.co/XLabs-AI/flux-controlnet-collections",
+      "filename": "flux-canny-controlnet-v3.safetensors",
+      "url": "https://huggingface.co/XLabs-AI/flux-controlnet-collections/resolve/main/flux-canny-controlnet-v3.safetensors",
+      "size": "1.49GB"
+    },
+    {
+      "name": "XLabs-AI/flux-depth-controlnet-v3.safetensors",
+      "type": "controlnet",
+      "base": "FLUX.1",
+      "save_path": "xlabs/controlnets",
+      "description": "ControlNet checkpoints for FLUX.1-dev model by Black Forest Labs.",
+      "reference": "https://huggingface.co/XLabs-AI/flux-controlnet-collections",
+      "filename": "flux-depth-controlnet-v3.safetensors",
+      "url": "https://huggingface.co/XLabs-AI/flux-controlnet-collections/resolve/main/flux-depth-controlnet-v3.safetensors",
+      "size": "1.49GB"
+    },
+    {
+      "name": "XLabs-AI/flux-hed-controlnet-v3.safetensors",
+      "type": "controlnet",
+      "base": "FLUX.1",
+      "save_path": "xlabs/controlnets",
+      "description": "ControlNet checkpoints for FLUX.1-dev model by Black Forest Labs.",
+      "reference": "https://huggingface.co/XLabs-AI/flux-controlnet-collections",
+      "filename": "flux-hed-controlnet-v3.safetensors",
+      "url": "https://huggingface.co/XLabs-AI/flux-controlnet-collections/resolve/main/flux-hed-controlnet-v3.safetensors",
+      "size": "1.49GB"
+    },
+
+    {
+      "name": "XLabs-AI/realism_lora.safetensors",
+      "type": "lora",
+      "base": "FLUX.1",
+      "save_path": "xlabs/loras",
+      "description": "A checkpoint with trained LoRAs for FLUX.1-dev model by Black Forest Labs",
+      "reference": "https://huggingface.co/XLabs-AI/flux-lora-collection",
+      "filename": "realism_lora.safetensors",
+      "url": "https://huggingface.co/XLabs-AI/flux-lora-collection/resolve/main/realism_lora.safetensors",
+      "size": "44.8MB"
+    },
+    {
+      "name": "XLabs-AI/art_lora.safetensors",
+      "type": "lora",
+      "base": "FLUX.1",
+      "save_path": "xlabs/loras",
+      "description": "A checkpoint with trained LoRAs for FLUX.1-dev model by Black Forest Labs",
+      "reference": "https://huggingface.co/XLabs-AI/flux-lora-collection",
+      "filename": "art_lora.safetensors",
+      "url": "https://huggingface.co/XLabs-AI/flux-lora-collection/resolve/main/scenery_lora.safetensors",
+      "size": "44.8MB"
+    },
+    {
+      "name": "XLabs-AI/mjv6_lora.safetensors",
+      "type": "lora",
+      "base": "FLUX.1",
+      "save_path": "xlabs/loras",
+      "description": "A checkpoint with trained LoRAs for FLUX.1-dev model by Black Forest Labs",
+      "reference": "https://huggingface.co/XLabs-AI/flux-lora-collection",
+      "filename": "mjv6_lora.safetensors",
+      "url": "https://huggingface.co/XLabs-AI/flux-lora-collection/resolve/main/mjv6_lora.safetensors",
+      "size": "44.8MB"
+    },
+
+    {
+      "name": "XLabs-AI/flux-ip-adapter",
+      "type": "lora",
+      "base": "FLUX.1",
+      "save_path": "xlabs/ipadapters",
+      "description": "A checkpoint with trained LoRAs for FLUX.1-dev model by Black Forest Labs",
+      "reference": "https://huggingface.co/XLabs-AI/flux-ip-adapter",
+      "filename": "ip_adapter.safetensors",
+      "url": "https://huggingface.co/XLabs-AI/flux-ip-adapter/resolve/main/ip_adapter.safetensors",
+      "size": "982MB"
     }
   ]
 }

node_db/dev/custom-node-list.json

@@ -10,7 +10,198 @@
         },
 
 
-
+        
+        {
+            "author": "ryanontheinside",
+            "title": "ComfyUI_YoloNasObjectDetection_Tensorrt [WIP]",
+            "reference": "https://github.com/ryanontheinside/ComfyUI_YoloNasObjectDetection_Tensorrt",
+            "files": [
+                "https://github.com/ryanontheinside/ComfyUI_YoloNasObjectDetection_Tensorrt"
+            ],
+            "install_type": "git-clone",
+            "description": "ComfyUI YOLO NAS Object Detection with TensorRT"
+        },
+        {
+            "author": "steelan9199",
+            "title": "ComfyUI-Teeth [UNSAFE]",
+            "reference": "https://github.com/steelan9199/ComfyUI-Teeth",
+            "files": [
+                "https://github.com/steelan9199/ComfyUI-Teeth"
+            ],
+            "install_type": "git-clone",
+            "description": "Run Python code, Outline, List, Four-quadrant grid, Nine-square grid[w/This extension poses a risk of executing arbitrary commands through workflow execution. Please be cautious.]"
+        },
+        {
+            "author": "aiden1020",
+            "title": "ComfyUI_Artcoder [WIP]",
+            "reference": "https://github.com/aiden1020/ComfyUI_Artcoder",
+            "files": [
+                "https://github.com/aiden1020/ComfyUI_Artcoder"
+            ],
+            "install_type": "git-clone",
+            "description": "This project is a custom node for ComfyUI that uses [a/ArtCoder](https://arxiv.org/abs/2011.07815) [CVPR 2021] to refine videos generated by [a/AnimateDiff](https://arxiv.org/abs/2307.04725) [ICLR2024 Spotlight] or the other video. The node is to transform these videos into functional QR code videos that can be scanned.\nNOTE: The files in the repo are not organized."
+        },
+        {
+            "author": "A4P7J1N7M05OT",
+            "title": "ComfyUI-ManualSigma",
+            "reference": "https://github.com/A4P7J1N7M05OT/ComfyUI-ManualSigma",
+            "files": [
+                "https://github.com/A4P7J1N7M05OT/ComfyUI-ManualSigma"
+            ],
+            "install_type": "git-clone",
+            "description": "NODES: Manual Sigma"
+        },
+        {
+            "author": "neverbiasu",
+            "title": "ComfyUI-StereoCrafter [WIP]",
+            "reference": "https://github.com/neverbiasu/ComfyUI-StereoCrafter",
+            "files": [
+                "https://github.com/neverbiasu/ComfyUI-StereoCrafter"
+            ],
+            "install_type": "git-clone",
+            "description": "NODES: Depth Splatting Model Loader, Depth Splatting Node, Inpainting Inference Node"
+        },
+        {
+            "author": "watarika",
+            "title": "ComfyUI-exit [UNSAFE]",
+            "reference": "https://github.com/watarika/ComfyUI-exit",
+            "files": [
+                "https://github.com/watarika/ComfyUI-exit"
+            ],
+            "install_type": "git-clone",
+            "description": "Custom node to handle text.[w/This custom node includes a custom node that can terminate ComfyUI.]"
+        },
+        {
+            "author": "watarika",
+            "title": "ComfyUI-Text-Utility [UNSAFE]",
+            "reference": "https://github.com/watarika/ComfyUI-Text-Utility",
+            "files": [
+                "https://github.com/watarika/ComfyUI-Text-Utility"
+            ],
+            "install_type": "git-clone",
+            "description": "Custom node to handle text.[w/This node pack contains a custom node that poses a security risk by providing the ability to read text from arbitrary paths.]"
+        },
+        {
+            "author": "mehbebe",
+            "title": "ComfyLoraGallery [WIP]",
+            "reference": "https://github.com/mehbebe/ComfyLoraGallery",
+            "files": [
+                "https://github.com/mehbebe/ComfyLoraGallery"
+            ],
+            "install_type": "git-clone",
+            "description": "A custom node for ComfyUI that will provide a gallery style lora selector similar to the 'lora' tab in Automatic1111."
+        },
+        {
+            "author": "karthikg-09",
+            "title": "ComfyUI-KG09 [WIP]",
+            "reference": "https://github.com/karthikg-09/ComfyUI-3ncrypt",
+            "files": [
+                "https://github.com/karthikg-09/ComfyUI-3ncrypt"
+            ],
+            "install_type": "git-clone",
+            "description": "NODES: Save Image+[w/The web extension of this node pack modifies part of ComfyUI's asset files.]"
+        },
+        {
+            "author": "AustinMroz",
+            "title": "ComfyUI-MinCache",
+            "id": "comfyui-mincache",
+            "reference": "https://github.com/AustinMroz/ComfyUI-MinCache",
+            "files": [
+                "https://github.com/AustinMroz/ComfyUI-MinCache"
+            ],
+            "install_type": "git-clone",
+            "description": "Modifies execution to minimize RAM at the cost of performance"
+        },
+        {
+            "author": "glamorfleet0i",
+            "title": "ComfyUI Firewall",
+            "reference": "https://github.com/glamorfleet0i/ComfyUI-Firewall",
+            "files": [
+                "https://github.com/glamorfleet0i/ComfyUI-Firewall"
+            ],
+            "install_type": "git-clone",
+            "description": "A very basic firewall-like middleware that restricts access to your ComfyUI server based on a list of specified IP addresses. As this is configured as middleware, the firewall will restrict both the web UI and any API endpoints."
+        },
+        {
+            "author": "warshanks",
+            "title": "Shank-Tools",
+            "reference": "https://github.com/warshanks/Shank-Tools",
+            "files": [
+                "https://github.com/warshanks/Shank-Tools"
+            ],
+            "install_type": "git-clone",
+            "description": "NODES: Tile Calculator"
+        },
+        {
+            "author": "BaronVonBoolean",
+            "title": "ComfyUI-FileOps [UNSAFE]",
+            "reference": "https://github.com/BaronVonBoolean/ComfyUI-FileOps",
+            "files": [
+                "https://github.com/BaronVonBoolean/ComfyUI-FileOps"
+            ],
+            "install_type": "git-clone",
+            "description": "NODES: File Mv, File Path, File Dir.\n[w/This is dangerous as it provides the ability to manipulate arbitrary user files.]"
+        },
+        {
+            "author": "scottmudge",
+            "title": "ComfyUI_BiscuitNodes",
+            "reference": "https://github.com/scottmudge/ComfyUI_BiscuitNodes",
+            "files": [
+                "https://github.com/scottmudge/ComfyUI_BiscuitNodes"
+            ],
+            "install_type": "git-clone",
+            "description": "Load Image From Path Using File Selector"
+        },
+        {
+            "author": "JissiChoi",
+            "title": "ComfyUI-Jissi-List [WIP]",
+            "reference": "https://github.com/JissiChoi/ComfyUI-Jissi-List",
+            "files": [
+                "https://github.com/JissiChoi/ComfyUI-Jissi-List"
+            ],
+            "install_type": "git-clone",
+            "description": "Data List Management for ComfyUI\nNOTE: The files in the repo are not organized."
+        },
+        {
+            "author": "Maxim-Dey",
+            "title": "ComfyUI-MS_Tools",
+            "reference": "https://github.com/Maxim-Dey/ComfyUI-MaksiTools",
+            "files": [
+                "https://github.com/Maxim-Dey/ComfyUI-MaksiTools"
+            ],
+            "install_type": "git-clone",
+            "description": "NODES: MS Time Measure Node"
+        },
+        {
+            "author": "jammyfu",
+            "title": "ComfyUI PaintingCoderUtils Nodes [WIP]",
+            "reference": "https://github.com/jammyfu/ComfyUI_PaintingCoderUtils",
+            "files": [
+                "https://github.com/jammyfu/ComfyUI_PaintingCoderUtils"
+            ],
+            "install_type": "git-clone",
+            "description": "A collection of utility nodes designed for ComfyUI, offering convenient image processing tools.\nNOTE: The files in the repo are not organized.\nNOTE: The files in the repo are not organized."
+        },
+        {
+            "author": "krich-cto",
+            "title": "ComfyUI Flow Control [UNSTABLE]",
+            "reference": "https://github.com/krich-cto/ComfyUI-Flow-Control",
+            "files": [
+                "https://github.com/krich-cto/ComfyUI-Flow-Control"
+            ],
+            "install_type": "git-clone",
+            "description": "This is an Extension for ComfyUI. This project will help you control the flow logic via many controls.[w/Installing this custom node currently causes a conflict with the UnetLoaderGGUF of ComfyUI-GGUF.]"
+        },
+        {
+            "author": "dihan",
+            "title": "ComfyUI Random Keypoints for InstantID [WIP]",
+            "reference": "https://github.com/dihan/comfyui-random-kps",
+            "files": [
+                "https://github.com/dihan/comfyui-random-kps"
+            ],
+            "install_type": "git-clone",
+            "description": "A custom node for ComfyUI that generates random facial keypoints compatible with InstantID.\nNOTE: The files in the repo are not organized."
+        },
         {
             "author": "emranemran",
             "title": "ComfyUI-FasterLivePortrait",
@@ -82,16 +273,6 @@
             "install_type": "git-clone",
             "description": "NODES: AD_BatchImageLoadFromDir, AD_DeleteLocalAny, AD_TextListToString, AD_AnyFileList, AD_ZipSave, AD_ImageSaver, AD_FluxTrainStepMath, AD_TextSaver, AD_PromptReplace.\nNOTE: This node pack includes nodes that can delete arbitrary files."
         },
-        {
-            "author": "jefferyharrell",
-            "title": "ComfyUI_XMPMetadataNodes",
-            "reference": "https://github.com/jefferyharrell/ComfyUI_XMPMetadataNodes",
-            "files": [
-                "https://github.com/jefferyharrell/ComfyUI_XMPMetadataNodes"
-            ],
-            "install_type": "git-clone",
-            "description": "NODES: Format Instructions, Path to Stem, Save Image With XMP Metadata, Load Image With XMP Metadata, Get Widget Value (String/Integer/Float), ..."
-        },
         {
             "author": "backearth1",
             "title": "Comfyui-MiniMax-Video [WIP]",
@@ -123,16 +304,6 @@
             "install_type": "git-clone",
             "description": "ComfyUI nodes to use [a/MMAudio](https://github.com/hkchengrex/MMAudio)"
         },
-        {
-            "author": "Aksaz",
-            "title": "seamless-clone-comfyui",
-            "reference": "https://github.com/Aksaz/seamless-clone-comfyui",
-            "files": [
-                "https://github.com/Aksaz/seamless-clone-comfyui"
-            ],
-            "install_type": "git-clone",
-            "description": "NODES: Seamless Cloning"
-        },
         {
             "author": "kuschanow",
             "title": "ComfyUI-SD-Slicer",
@@ -213,16 +384,6 @@
             "install_type": "git-clone",
             "description": "This repo contains signal processing nodes for ComfyUI allowing for audio manipulation."
         },
-        {
-            "author": "Aksaz",
-            "title": "seamless-clone-comfyui",
-            "reference": "https://github.com/Aksaz/seamless-clone-comfyui",
-            "files": [
-                "https://github.com/Aksaz/seamless-clone-comfyui"
-            ],
-            "install_type": "git-clone",
-            "description": "NODES: Seamless Cloning"
-        },
         {
             "author": "Junst",
             "title": "ComfyUI-PNG2SVG2PNG",
@@ -251,7 +412,7 @@
                 "https://github.com/ShahFaisalWani/ComfyUI-Mojen-Nodeset"
             ],
             "install_type": "git-clone",
-            "description": "NODES: MojenLogPercent, MojenTagProcessor, MojenStyleExtractor, MojenAnalyzeProcessor"
+            "description": "A collection of powerful, versatile, and community-driven custom nodes for ComfyUI, designed to elevate AI workflows!"
         },
         {
             "author": "kijai",
@@ -1603,16 +1764,6 @@
             "install_type": "git-clone",
             "description": "ComfyUI_EnvAutopsyAPI is a powerful debugging tool designed for ComfyUI that provides in-depth analysis of your environment and dependencies through an API interface. This tool allows you to inspect environment variables, pip packages, and dependency trees, making it easier to diagnose and resolve issues in your ComfyUI setup.[w/This tool may expose sensitive system information if used on a public server. MUST READ [a/THIS](https://github.com/chrisdreid/ComfyUI_EnvAutopsyAPI#%EF%B8%8F-warning-security-risk-%EF%B8%8F) before install.]"
         },
-        {
-            "author": "neuratech-ai",
-            "title": "ComfyUI-MultiGPU",
-            "reference": "https://github.com/neuratech-ai/ComfyUI-MultiGPU",
-            "files": [
-                "https://github.com/neuratech-ai/ComfyUI-MultiGPU"
-            ],
-            "install_type": "git-clone",
-            "description": "Experimental nodes for using multiple GPUs in a single ComfyUI workflow.\nThis extension adds new nodes for model loading that allow you to specify the GPU to use for each model. It monkey patches the memory management of ComfyUI in a hacky way and is neither a comprehensive solution nor a well-tested one. Use at your own risk.\nNote that this does not add parallelism. The workflow steps are still executed sequentially just on different GPUs. Any potential speedup comes from not having to constantly load and unload models from VRAM."
-        },
         {
             "author": "Futureversecom",
             "title": "ComfyUI-JEN",

node_db/dev/extension-node-map.json

@@ -154,6 +154,14 @@
             "title_aux": "ComfyUI_Fooocus"
         }
     ],
+    "https://github.com/A4P7J1N7M05OT/ComfyUI-ManualSigma": [
+        [
+            "ManualSigma"
+        ],
+        {
+            "title_aux": "ComfyUI-ManualSigma"
+        }
+    ],
     "https://github.com/A719689614/ComfyUI_AC_FUNV8Beta1": [
         [
             "\u2b1b(TODO)AC_Super_Come_Ckpt",
@@ -319,14 +327,6 @@
             "title_aux": "comfyui-textools [WIP]"
         }
     ],
-    "https://github.com/Aksaz/seamless-clone-comfyui": [
-        [
-            "Seamless Cloning"
-        ],
-        {
-            "title_aux": "seamless-clone-comfyui"
-        }
-    ],
     "https://github.com/AlexXi19/ComfyUI-OpenAINode": [
         [
             "ImageWithPrompt",
@@ -418,6 +418,16 @@
             "title_aux": "execution-inversion-demo-comfyui"
         }
     ],
+    "https://github.com/BaronVonBoolean/ComfyUI-FileOps": [
+        [
+            "File Mv",
+            "File Path",
+            "Make Dir"
+        ],
+        {
+            "title_aux": "ComfyUI-FileOps [UNSAFE]"
+        }
+    ],
     "https://github.com/BenjaMITM/ComfyUI_On_The_Fly_Wildcards": [
         [
             "Display String",
@@ -630,12 +640,20 @@
         [
             "AD_AnyFileList",
             "AD_BatchImageLoadFromDir",
+            "AD_CSVPromptStyler",
+            "AD_CSVReader",
+            "AD_CSVTranslator",
             "AD_DeleteLocalAny",
             "AD_FluxTrainStepMath",
+            "AD_HFDownload",
+            "AD_ImageDrawRectangleSimple",
+            "AD_ImageIndexer",
             "AD_ImageSaver",
+            "AD_LoadImageAdvanced",
             "AD_PromptReplace",
             "AD_TextListToString",
             "AD_TextSaver",
+            "AD_TxtToCSVCombiner",
             "AD_ZipSave"
         ],
         {
@@ -837,6 +855,21 @@
             "title_aux": "ComfyUI-SaveImagePlus"
         }
     ],
+    "https://github.com/JissiChoi/ComfyUI-Jissi-List": [
+        [
+            "JissiFloatList",
+            "JissiList",
+            "JissiMatching",
+            "JissiMultiplePrompts",
+            "JissiText",
+            "JissiTextFileToListDisplay",
+            "JissiTextTemplate",
+            "JissiView"
+        ],
+        {
+            "title_aux": "ComfyUI-Jissi-List [WIP]"
+        }
+    ],
     "https://github.com/Jordach/comfy-consistency-vae": [
         [
             "Comfy_ConsistencyVAE"
@@ -1008,6 +1041,14 @@
             "title_aux": "ComfyUI-MoviePy"
         }
     ],
+    "https://github.com/Maxim-Dey/ComfyUI-MaksiTools": [
+        [
+            "MT Time Measure Node"
+        ],
+        {
+            "title_aux": "ComfyUI-MS_Tools"
+        }
+    ],
     "https://github.com/MrAdamBlack/CheckProgress": [
         [
             "CHECK_PROGRESS"
@@ -1169,9 +1210,11 @@
     "https://github.com/ShahFaisalWani/ComfyUI-Mojen-Nodeset": [
         [
             "MojenAnalyzeProcessor",
+            "MojenImageLoader",
             "MojenLogPercent",
             "MojenNSFWClassifier",
             "MojenNSFWClassifierSave",
+            "MojenStringLength",
             "MojenStyleExtractor",
             "MojenTagProcessor"
         ],
@@ -1188,8 +1231,11 @@
             "Clip Tokens Encode (Shinsplat)",
             "Green Box (Shinsplat)",
             "Hex To Other (Shinsplat)",
+            "KSampler (Shinsplat)",
             "Lora Loader (Shinsplat)",
+            "Nupoma (Shinsplat)",
             "Seed (Shinsplat)",
+            "Shinsplat_CLIPTextEncodeFlux",
             "String Interpolated (Shinsplat)",
             "Sum Wrap (Shinsplat)",
             "Tensor Toys (Shinsplat)",
@@ -1381,6 +1427,14 @@
             "title_aux": "ComfyUI-PuLID-ZHO [WIP]"
         }
     ],
+    "https://github.com/aiden1020/ComfyUI_Artcoder": [
+        [
+            "ArtCoder"
+        ],
+        {
+            "title_aux": "ComfyUI_Artcoder [WIP]"
+        }
+    ],
     "https://github.com/ainanoha/etm_comfyui_nodes": [
         [
             "ETM_LoadImageFromLocal",
@@ -1755,9 +1809,11 @@
         [
             "SignalProcessingBaxandall3BandEQ",
             "SignalProcessingBaxandallEQ",
+            "SignalProcessingCompressor",
             "SignalProcessingConvolutionReverb",
             "SignalProcessingFilter",
             "SignalProcessingHarmonicsEnhancer",
+            "SignalProcessingLimiter",
             "SignalProcessingLoadAudio",
             "SignalProcessingLoudness",
             "SignalProcessingMixdown",
@@ -1766,6 +1822,7 @@
             "SignalProcessingPadSynthChoir",
             "SignalProcessingPaulStretch",
             "SignalProcessingPitchShifter",
+            "SignalProcessingSaturation",
             "SignalProcessingSpectrogram",
             "SignalProcessingStereoWidening",
             "SignalProcessingWaveform"
@@ -1859,6 +1916,7 @@
             "CLIPTextEncodeControlnet",
             "CLIPTextEncodeFlux",
             "CLIPTextEncodeHunyuanDiT",
+            "CLIPTextEncodePixArtAlpha",
             "CLIPTextEncodeSD3",
             "CLIPTextEncodeSDXL",
             "CLIPTextEncodeSDXLRefiner",
@@ -1876,6 +1934,7 @@
             "ConditioningSetAreaStrength",
             "ConditioningSetMask",
             "ConditioningSetTimestepRange",
+            "ConditioningStableAudio",
             "ConditioningZeroOut",
             "ControlNetApply",
             "ControlNetApplyAdvanced",
@@ -2181,6 +2240,8 @@
             "BlendStyleGANLatents",
             "GenerateStyleGANLatent",
             "LoadStyleGAN",
+            "LoadStyleGANLatentImg",
+            "SaveStyleGANLatentImg",
             "StyleGANInversion",
             "StyleGANLatentFromBatch",
             "StyleGANSampler"
@@ -2189,6 +2250,15 @@
             "title_aux": "comfyui-stylegan"
         }
     ],
+    "https://github.com/dihan/comfyui-random-kps": [
+        [
+            "InstantIDFace",
+            "RandomFaceKeypoints"
+        ],
+        {
+            "title_aux": "ComfyUI Random Keypoints for InstantID [WIP]"
+        }
+    ],
     "https://github.com/doucx/ComfyUI_WcpD_Utility_Kit": [
         [
             "BlackImage",
@@ -2331,7 +2401,9 @@
         [
             "Genera.BatchPreviewer",
             "Genera.BatchTester",
-            "Genera.GCPStorageNode"
+            "Genera.GCPStorageNode",
+            "Genera.MaskDrawer",
+            "Genera.Utils"
         ],
         {
             "title_aux": "ComfyUI-GeneraNodes"
@@ -2504,7 +2576,9 @@
             "ACE_TextPreview",
             "ACE_TextSelector",
             "ACE_TextToResolution",
-            "ACE_TextTranslate"
+            "ACE_TextTranslate",
+            "ACE_VideoLoad",
+            "ACE_VideoPreview"
         ],
         {
             "title_aux": "ComfyUI AceNodes [UNSAFE]"
@@ -2514,7 +2588,8 @@
         [
             "WWAA-BuildString",
             "WWAA-LineCount",
-            "WWAA_DitherNode"
+            "WWAA_DitherNode",
+            "WWAA_ImageLoader"
         ],
         {
             "title_aux": "WWAA-CustomNodes"
@@ -2676,6 +2751,23 @@
             "title_aux": "ComfyUI-LuminaNext [WIP]"
         }
     ],
+    "https://github.com/jammyfu/ComfyUI_PaintingCoderUtils": [
+        [
+            "ClickPopup",
+            "ColorPicker",
+            "DynamicImageCombiner",
+            "ImageResolutionAdjuster",
+            "MaskPreview",
+            "MultilineTextInput",
+            "RemoveEmptyLinesAndLeadingSpaces",
+            "RemoveEmptyLinesAndLeadingSpacesAdvance",
+            "ShowTextPlus",
+            "TextCombiner"
+        ],
+        {
+            "title_aux": "ComfyUI PaintingCoderUtils Nodes [WIP]"
+        }
+    ],
     "https://github.com/jgbrblmd/ComfyUI-ComfyFluxSize": [
         [
             "ComfyFluxSize"
@@ -2790,6 +2882,9 @@
     "https://github.com/jonnydolake/ComfyUI-AIR-Nodes": [
         [
             "ForceMinimumBatchSize",
+            "ImageCompositeChained",
+            "MatchImageCountToMaskCount",
+            "RandomCharacterPrompts",
             "TargetLocationCrop",
             "TargetLocationPaste",
             "string_list_to_prompt_schedule"
@@ -2858,6 +2953,15 @@
             "title_aux": "ComfyUI_Usability (WIP)"
         }
     ],
+    "https://github.com/karthikg-09/ComfyUI-3ncrypt": [
+        [
+            "Enhanced Save Image",
+            "Markdown Editor"
+        ],
+        {
+            "title_aux": "ComfyUI-KG09 [WIP]"
+        }
+    ],
     "https://github.com/kijai/ComfyUI-CV-VAE": [
         [
             "CV_VAE_Decode",
@@ -2928,10 +3032,12 @@
             "DownloadAndLoadHyVideoTextEncoder",
             "HyVideoBlockSwap",
             "HyVideoCFG",
+            "HyVideoContextOptions",
             "HyVideoCustomPromptTemplate",
             "HyVideoDecode",
             "HyVideoEmptyTextEmbeds",
             "HyVideoEncode",
+            "HyVideoEnhanceAVideo",
             "HyVideoInverseSampler",
             "HyVideoLatentPreview",
             "HyVideoLoraBlockEdit",
@@ -3011,6 +3117,33 @@
             "title_aux": "KayTool"
         }
     ],
+    "https://github.com/krich-cto/ComfyUI-Flow-Control": [
+        [
+            "CLIPLoaderGGUF",
+            "DualCLIPLoaderGGUF",
+            "FlowCheckpointPresetLoader",
+            "FlowClipCondition",
+            "FlowClipTextEncode",
+            "FlowConditioningAutoSwitch",
+            "FlowFluxPresetLoader",
+            "FlowGate",
+            "FlowImageAutoBatch",
+            "FlowImageCondition",
+            "FlowKSampler",
+            "FlowLatentAutoBatch",
+            "FlowLatentCondition",
+            "FlowLoraLoader",
+            "FlowLoraLoaderModelOnly",
+            "FlowModelManager",
+            "FlowSaveImage",
+            "TripleCLIPLoaderGGUF",
+            "UnetLoaderGGUF",
+            "UnetLoaderGGUFAdvanced"
+        ],
+        {
+            "title_aux": "ComfyUI Flow Control [UNSTABLE]"
+        }
+    ],
     "https://github.com/kuschanow/ComfyUI-SD-Slicer": [
         [
             "SdSlicer"
@@ -3176,7 +3309,18 @@
     ],
     "https://github.com/logtd/ComfyUI-HunyuanLoom": [
         [
-            "HyVideoFlowEditSampler"
+            "ConfigureModifiedHY",
+            "HYApplyRegionalConds",
+            "HYAttnOverride",
+            "HYCreateRegionalCond",
+            "HYFetaEnhance",
+            "HYFlowEditGuider",
+            "HYFlowEditSampler",
+            "HYForwardODESampler",
+            "HYInverseModelSamplingPred",
+            "HYReverseModelSamplingPred",
+            "HYReverseODESampler",
+            "HyVideoFlowEditSamplerWrapper"
         ],
         {
             "title_aux": "ComfyUI-HunyuanLoom [WIP]"
@@ -3325,6 +3469,14 @@
             "title_aux": "ComfyUI mashb1t nodes"
         }
     ],
+    "https://github.com/mehbebe/ComfyLoraGallery": [
+        [
+            "LoraGallery"
+        ],
+        {
+            "title_aux": "ComfyLoraGallery [WIP]"
+        }
+    ],
     "https://github.com/melMass/ComfyUI-Lygia": [
         [
             "LygiaProgram",
@@ -3452,19 +3604,6 @@
             "title_aux": "my-comfy-node"
         }
     ],
-    "https://github.com/neuratech-ai/ComfyUI-MultiGPU": [
-        [
-            "CLIPLoaderMultiGPU",
-            "CheckpointLoaderMultiGPU",
-            "ControlNetLoaderMultiGPU",
-            "DualCLIPLoaderMultiGPU",
-            "UNETLoaderMultiGPU",
-            "VAELoaderMultiGPU"
-        ],
-        {
-            "title_aux": "ComfyUI-MultiGPU"
-        }
-    ],
     "https://github.com/neverbiasu/ComfyUI-ControlNeXt": [
         [
             "ControlNextPipelineConfig",
@@ -3474,6 +3613,16 @@
             "title_aux": "ComfyUI-ControlNeXt [WIP]"
         }
     ],
+    "https://github.com/neverbiasu/ComfyUI-StereoCrafter": [
+        [
+            "DepthSplattingModelLoader",
+            "DepthSplattingNode",
+            "InpaintingInferenceNode"
+        ],
+        {
+            "title_aux": "ComfyUI-StereoCrafter [WIP]"
+        }
+    ],
     "https://github.com/nidefawl/ComfyUI-nidefawl": [
         [
             "BlendImagesWithBoundedMasks",
@@ -3711,6 +3860,22 @@
             "title_aux": "ComfyUI RukaLib [WIP]"
         }
     ],
+    "https://github.com/ryanontheinside/ComfyUI_YoloNasObjectDetection_Tensorrt": [
+        [
+            "YoloNasDetectionTensorrt"
+        ],
+        {
+            "title_aux": "ComfyUI_YoloNasObjectDetection_Tensorrt [WIP]"
+        }
+    ],
+    "https://github.com/scottmudge/ComfyUI_BiscuitNodes": [
+        [
+            "LoadImagePrompted"
+        ],
+        {
+            "title_aux": "ComfyUI_BiscuitNodes"
+        }
+    ],
     "https://github.com/sdfxai/SDFXBridgeForComfyUI": [
         [
             "SDFXClipTextEncode"
@@ -3875,6 +4040,23 @@
             "title_aux": "comfyui-lingshang"
         }
     ],
+    "https://github.com/steelan9199/ComfyUI-Teeth": [
+        [
+            "teeth FindContours",
+            "teeth Gemini2",
+            "teeth GetFirstSeg",
+            "teeth GetValueByIndexFromList",
+            "teeth ImageGridLines",
+            "teeth LoadTextFile",
+            "teeth RunPythonCode",
+            "teeth SaveTextFile",
+            "teeth SplitGridImage",
+            "teeth TextSplitByDelimiter"
+        ],
+        {
+            "title_aux": "ComfyUI-Teeth [UNSAFE]"
+        }
+    ],
     "https://github.com/stutya/ComfyUI-Terminal": [
         [
             "Terminal"
@@ -4043,16 +4225,36 @@
             "Calculate Image Contrast",
             "Calculate Image Saturation",
             "Color Similarity Checker",
+            "Crop Mask Util",
             "Displace Filter",
-            "Load Image (By Url)"
+            "Load Image (By Url)",
+            "Mask Refine (Aliyun)"
         ],
         {
             "title_aux": "ComfyUI-Image-Utils"
         }
     ],
+    "https://github.com/warshanks/Shank-Tools": [
+        [
+            "TileCalculator"
+        ],
+        {
+            "title_aux": "Shank-Tools"
+        }
+    ],
+    "https://github.com/watarika/ComfyUI-Text-Utility": [
+        [
+            "LoadTextFile",
+            "SaveTextFile"
+        ],
+        {
+            "title_aux": "ComfyUI-Text-Utility [UNSAFE]"
+        }
+    ],
     "https://github.com/watarika/ComfyUI-exit": [
         [
-            "ExitComfyUI"
+            "ExitComfyUI",
+            "FetchApi"
         ],
         {
             "title_aux": "ComfyUI-exit [UNSAFE]"

node_db/legacy/custom-node-list.json

@@ -11,6 +11,46 @@
         
 
         
+        {
+            "author": "daqingliu",
+            "title": "ComfyUI-SaveImageOSS [REMOVED]",
+            "reference": "https://github.com/daqingliu/ComfyUI-SaveImageOSS",
+            "files": [
+                "https://github.com/daqingliu/ComfyUI-SaveImageOSS"
+            ],
+            "install_type": "git-clone",
+            "description": "Save images directly to URL, e.g., OSS. Just input the url in the text box!"
+        },
+        {
+            "author": "shinich39",
+            "title": "comfyui-textarea-keybindings [REMOVED]",
+            "reference": "https://github.com/shinich39/comfyui-textarea-keybindings",
+            "files": [
+                "https://github.com/shinich39/comfyui-textarea-keybindings"
+            ],
+            "install_type": "git-clone",
+            "description": "Add keybindings to textarea."
+        },
+        {
+            "author": "shinich39",
+            "title": "comfyui-load-image-with-cmd [REMOVED]",
+            "reference": "https://github.com/shinich39/comfyui-load-image-with-cmd",
+            "files": [
+                "https://github.com/shinich39/comfyui-load-image-with-cmd"
+            ],
+            "install_type": "git-clone",
+            "description": "Load image and partially workflow with javascript."
+        },
+        {
+            "author": "neuratech-ai",
+            "title": "ComfyUI-MultiGPU [NOT MAINTAINED]",
+            "reference": "https://github.com/neuratech-ai/ComfyUI-MultiGPU",
+            "files": [
+                "https://github.com/neuratech-ai/ComfyUI-MultiGPU"
+            ],
+            "install_type": "git-clone",
+            "description": "Experimental nodes for using multiple GPUs in a single ComfyUI workflow.\nThis extension adds new nodes for model loading that allow you to specify the GPU to use for each model. It monkey patches the memory management of ComfyUI in a hacky way and is neither a comprehensive solution nor a well-tested one. Use at your own risk.\nNote that this does not add parallelism. The workflow steps are still executed sequentially just on different GPUs. Any potential speedup comes from not having to constantly load and unload models from VRAM."
+        },
         {
             "author": "jefferyharrell",
             "title": "ComfyUI-JHXMP [REMOVED]",
@@ -563,17 +603,6 @@
             "install_type": "git-clone",
             "description": "Some simple string tools to modify text and strings in ComfyUI."
         },
-        {
-            "author": "zmwv823",
-            "title": "ComfyUI-AnyText [DEPRECATED]",
-            "id": "anytext",
-            "reference": "https://github.com/zmwv823/ComfyUI-AnyText",
-            "files": [
-                "https://github.com/zmwv823/ComfyUI-AnyText"
-            ],
-            "install_type": "git-clone",
-            "description": "Unofficial Simple And Rough Implementation Of [a/AnyText](https://github.com/tyxsspa/AnyText)"
-        },
         {
             "author": "Millyarde",
             "title": "Pomfy - Photoshop and ComfyUI 2-way sync [REMOVED]",

node_db/new/model-list.json

@@ -1,5 +1,177 @@
 {
   "models": [
+    {
+      "name": "Comfy-Org/llava_llama3_fp8_scaled.safetensors",
+      "type": "clip",
+      "base": "LLaVA-Llama-3",
+      "save_path": "text_encoders",
+      "description": "llava_llama3_fp8_scaled text encoder model. This is required for using Hunyuan Video.",
+      "reference": "https://huggingface.co/Comfy-Org/HunyuanVideo_repackaged",
+      "filename": "llava_llama3_fp8_scaled.safetensors",
+      "url": "https://huggingface.co/Comfy-Org/HunyuanVideo_repackaged/resolve/main/split_files/text_encoders/llava_llama3_fp8_scaled.safetensors",
+      "size": "9.09GB"
+    },
+    {
+      "name": "Comfy-Org/llava_llama3_fp16.safetensors",
+      "type": "clip",
+      "base": "LLaVA-Llama-3",
+      "save_path": "text_encoders",
+      "description": "llava_llama3_fp16 text encoder model. This is required for using Hunyuan Video.",
+      "reference": "https://huggingface.co/Comfy-Org/HunyuanVideo_repackaged",
+      "filename": "llava_llama3_fp16.safetensors",
+      "url": "https://huggingface.co/Comfy-Org/HunyuanVideo_repackaged/resolve/main/split_files/text_encoders/llava_llama3_fp16.safetensors",
+      "size": "16.1GB"
+    },
+
+    {
+      "name": "PixArt-Sigma-XL-2-512-MS.safetensors (diffusion)",
+      "type": "diffusion_model",
+      "base": "pixart-sigma",
+      "save_path": "diffusion_models/PixArt-Sigma",
+      "description": "PixArt-Sigma Diffusion model",
+      "reference": "https://huggingface.co/PixArt-alpha/PixArt-Sigma-XL-2-512-MS",
+      "filename": "PixArt-Sigma-XL-2-512-MS.safetensors",
+      "url": "https://huggingface.co/PixArt-alpha/PixArt-Sigma-XL-2-512-MS/resolve/main/transformer/diffusion_pytorch_model.safetensors",
+      "size": "2.44GB"
+    },
+    {
+      "name": "PixArt-Sigma-XL-2-1024-MS.safetensors (diffusion)",
+      "type": "diffusion_model",
+      "base": "pixart-sigma",
+      "save_path": "diffusion_models/PixArt-Sigma",
+      "description": "PixArt-Sigma Diffusion model",
+      "reference": "https://huggingface.co/PixArt-alpha/PixArt-Sigma-XL-2-1024-MS",
+      "filename": "PixArt-Sigma-XL-2-1024-MS.safetensors",
+      "url": "https://huggingface.co/PixArt-alpha/PixArt-Sigma-XL-2-1024-MS/resolve/main/transformer/diffusion_pytorch_model.safetensors",
+      "size": "2.44GB"
+    },
+    {
+      "name": "PixArt-XL-2-1024-MS.safetensors (diffusion)",
+      "type": "diffusion_model",
+      "base": "pixart-alpha",
+      "save_path": "diffusion_models/PixArt-Alpha",
+      "description": "PixArt-Alpha Diffusion model",
+      "reference": "https://huggingface.co/PixArt-alpha/PixArt-XL-2-1024-MS",
+      "filename": "PixArt-XL-2-1024-MS.safetensors",
+      "url": "https://huggingface.co/PixArt-alpha/PixArt-XL-2-1024-MS/resolve/main/transformer/diffusion_pytorch_model.safetensors",
+      "size": "2.45GB"
+    },
+    
+    {
+      "name": "Comfy-Org/hunyuan_video_t2v_720p_bf16.safetensors",
+      "type": "diffusion_model",
+      "base": "Hunyuan Video",
+      "save_path": "diffusion_models/hunyuan_video",
+      "description": "Huyuan Video diffusion model. repackaged version.",
+      "reference": "https://huggingface.co/Comfy-Org/HunyuanVideo_repackaged",
+      "filename": "hunyuan_video_t2v_720p_bf16.safetensors",
+      "url": "https://huggingface.co/Comfy-Org/HunyuanVideo_repackaged/resolve/main/split_files/diffusion_models/hunyuan_video_t2v_720p_bf16.safetensors",
+      "size": "25.6GB"
+    },
+    {
+      "name": "Comfy-Org/hunyuan_video_vae_bf16.safetensors",
+      "type": "VAE",
+      "base": "Hunyuan Video",
+      "save_path": "VAE",
+      "description": "Huyuan Video VAE model. repackaged version.",
+      "reference": "https://huggingface.co/Comfy-Org/HunyuanVideo_repackaged",
+      "filename": "hunyuan_video_vae_bf16.safetensors",
+      "url": "https://huggingface.co/Comfy-Org/HunyuanVideo_repackaged/resolve/main/split_files/vae/hunyuan_video_vae_bf16.safetensors",
+      "size": "493MB"
+    },
+
+    {
+      "name": "LTX-Video 2B v0.9.1 Checkpoint",
+      "type": "checkpoint",
+      "base": "LTX-Video",
+      "save_path": "checkpoints/LTXV",
+      "description": "LTX-Video is the first DiT-based video generation model capable of generating high-quality videos in real-time. It produces 24 FPS videos at a 768x512 resolution faster than they can be watched. Trained on a large-scale dataset of diverse videos, the model generates high-resolution videos with realistic and varied content.",
+      "reference": "https://huggingface.co/Lightricks/LTX-Video",
+      "filename": "ltx-video-2b-v0.9.1.safetensors",
+      "url": "https://huggingface.co/Lightricks/LTX-Video/resolve/main/ltx-video-2b-v0.9.1.safetensors",
+      "size": "5.72GB"
+    },
+
+    {
+      "name": "XLabs-AI/flux-canny-controlnet-v3.safetensors",
+      "type": "controlnet",
+      "base": "FLUX.1",
+      "save_path": "xlabs/controlnets",
+      "description": "ControlNet checkpoints for FLUX.1-dev model by Black Forest Labs.",
+      "reference": "https://huggingface.co/XLabs-AI/flux-controlnet-collections",
+      "filename": "flux-canny-controlnet-v3.safetensors",
+      "url": "https://huggingface.co/XLabs-AI/flux-controlnet-collections/resolve/main/flux-canny-controlnet-v3.safetensors",
+      "size": "1.49GB"
+    },
+    {
+      "name": "XLabs-AI/flux-depth-controlnet-v3.safetensors",
+      "type": "controlnet",
+      "base": "FLUX.1",
+      "save_path": "xlabs/controlnets",
+      "description": "ControlNet checkpoints for FLUX.1-dev model by Black Forest Labs.",
+      "reference": "https://huggingface.co/XLabs-AI/flux-controlnet-collections",
+      "filename": "flux-depth-controlnet-v3.safetensors",
+      "url": "https://huggingface.co/XLabs-AI/flux-controlnet-collections/resolve/main/flux-depth-controlnet-v3.safetensors",
+      "size": "1.49GB"
+    },
+    {
+      "name": "XLabs-AI/flux-hed-controlnet-v3.safetensors",
+      "type": "controlnet",
+      "base": "FLUX.1",
+      "save_path": "xlabs/controlnets",
+      "description": "ControlNet checkpoints for FLUX.1-dev model by Black Forest Labs.",
+      "reference": "https://huggingface.co/XLabs-AI/flux-controlnet-collections",
+      "filename": "flux-hed-controlnet-v3.safetensors",
+      "url": "https://huggingface.co/XLabs-AI/flux-controlnet-collections/resolve/main/flux-hed-controlnet-v3.safetensors",
+      "size": "1.49GB"
+    },
+
+    {
+      "name": "XLabs-AI/realism_lora.safetensors",
+      "type": "lora",
+      "base": "FLUX.1",
+      "save_path": "xlabs/loras",
+      "description": "A checkpoint with trained LoRAs for FLUX.1-dev model by Black Forest Labs",
+      "reference": "https://huggingface.co/XLabs-AI/flux-lora-collection",
+      "filename": "realism_lora.safetensors",
+      "url": "https://huggingface.co/XLabs-AI/flux-lora-collection/resolve/main/realism_lora.safetensors",
+      "size": "44.8MB"
+    },
+    {
+      "name": "XLabs-AI/art_lora.safetensors",
+      "type": "lora",
+      "base": "FLUX.1",
+      "save_path": "xlabs/loras",
+      "description": "A checkpoint with trained LoRAs for FLUX.1-dev model by Black Forest Labs",
+      "reference": "https://huggingface.co/XLabs-AI/flux-lora-collection",
+      "filename": "art_lora.safetensors",
+      "url": "https://huggingface.co/XLabs-AI/flux-lora-collection/resolve/main/scenery_lora.safetensors",
+      "size": "44.8MB"
+    },
+    {
+      "name": "XLabs-AI/mjv6_lora.safetensors",
+      "type": "lora",
+      "base": "FLUX.1",
+      "save_path": "xlabs/loras",
+      "description": "A checkpoint with trained LoRAs for FLUX.1-dev model by Black Forest Labs",
+      "reference": "https://huggingface.co/XLabs-AI/flux-lora-collection",
+      "filename": "mjv6_lora.safetensors",
+      "url": "https://huggingface.co/XLabs-AI/flux-lora-collection/resolve/main/mjv6_lora.safetensors",
+      "size": "44.8MB"
+    },
+
+    {
+      "name": "XLabs-AI/flux-ip-adapter",
+      "type": "lora",
+      "base": "FLUX.1",
+      "save_path": "xlabs/ipadapters",
+      "description": "A checkpoint with trained LoRAs for FLUX.1-dev model by Black Forest Labs",
+      "reference": "https://huggingface.co/XLabs-AI/flux-ip-adapter",
+      "filename": "ip_adapter.safetensors",
+      "url": "https://huggingface.co/XLabs-AI/flux-ip-adapter/resolve/main/ip_adapter.safetensors",
+      "size": "982MB"
+    },
+    
     {
       "name": "stabilityai/SD3.5-Large-Controlnet-Blur",
       "type": "controlnet",
@@ -556,130 +728,6 @@
       "filename": "Hyper-SDXL-12steps-CFG-lora.safetensors",
       "url": "https://huggingface.co/ByteDance/Hyper-SD/resolve/main/Hyper-SDXL-12steps-CFG-lora.safetensors",
       "size": "787MB"
-    },
-
-    {
-      "name": "Hyper-SD CFG LoRA (4steps) - SD3",
-      "type": "lora",
-      "base": "SD3",
-      "save_path": "loras/HyperSD/SD3",
-      "description": "Hyper-SD CFG LoRA (4steps) - SD3",
-      "reference": "https://huggingface.co/ByteDance/Hyper-SD",
-      "filename": "Hyper-SD3-4steps-CFG-lora.safetensors",
-      "url": "https://huggingface.co/ByteDance/Hyper-SD/resolve/main/Hyper-SD3-4steps-CFG-lora.safetensors",
-      "size": "472MB"
-    },
-    {
-      "name": "Hyper-SD CFG LoRA (8steps) - SD3",
-      "type": "lora",
-      "base": "SD3",
-      "save_path": "loras/HyperSD/SD3",
-      "description": "Hyper-SD CFG LoRA (8steps) - SD3",
-      "reference": "https://huggingface.co/ByteDance/Hyper-SD",
-      "filename": "Hyper-SD3-8steps-CFG-lora.safetensors",
-      "url": "https://huggingface.co/ByteDance/Hyper-SD/resolve/main/Hyper-SD3-8steps-CFG-lora.safetensors",
-      "size": "472MB"
-    },
-    {
-      "name": "Hyper-SD CFG LoRA (16steps) - SD3",
-      "type": "lora",
-      "base": "SD3",
-      "save_path": "loras/HyperSD/SD3",
-      "description": "Hyper-SD CFG LoRA (16steps) - SD3",
-      "reference": "https://huggingface.co/ByteDance/Hyper-SD",
-      "filename": "Hyper-SD3-16steps-CFG-lora.safetensors",
-      "url": "https://huggingface.co/ByteDance/Hyper-SD/resolve/main/Hyper-SD3-16steps-CFG-lora.safetensors",
-      "size": "472MB"
-    },
-
-    {
-      "name": "InstantX/FLUX.1-dev Controlnet (Union)",
-      "type": "controlnet",
-      "base": "FLUX.1",
-      "save_path": "controlnet/FLUX.1/InstantX-FLUX1-Dev-Union",
-      "description": "FLUX.1 [Dev] Union Controlnet. Supports Canny, Depth, Pose, Tile, Blur, Gray Low Quality.",
-      "reference": "https://huggingface.co/InstantX/FLUX.1-dev-Controlnet-Union",
-      "filename": "diffusion_pytorch_model.safetensors",
-      "url": "https://huggingface.co/InstantX/FLUX.1-dev-Controlnet-Union/resolve/main/diffusion_pytorch_model.safetensors",
-      "size": "6.6GB"
-    },
-
-    {
-      "name": "city96/flux1-dev-F16.gguf",
-      "type": "diffusion_model",
-      "base": "FLUX.1",
-      "save_path": "diffusion_model/FLUX1",
-      "description": "FLUX.1 [Dev] Diffusion model (f16/.gguf)",
-      "reference": "https://huggingface.co/city96/FLUX.1-dev-gguf",
-      "filename": "flux1-dev-F16.gguf",
-      "url": "https://huggingface.co/city96/FLUX.1-dev-gguf/resolve/main/flux1-dev-F16.gguf",
-      "size": "23.8GB"
-    },
-    {
-      "name": "city96/flux1-dev-Q2_K.gguf",
-      "type": "diffusion_model",
-      "base": "FLUX.1",
-      "save_path": "diffusion_models/FLUX1",
-      "description": "FLUX.1 [Dev] Diffusion model (Q2_K/.gguf)",
-      "reference": "https://huggingface.co/city96/FLUX.1-dev-gguf",
-      "filename": "flux1-dev-Q2_K.gguf",
-      "url": "https://huggingface.co/city96/FLUX.1-dev-gguf/resolve/main/flux1-dev-Q2_K.gguf",
-      "size": "4.03GB"
-    },
-    {
-      "name": "city96/flux1-dev-Q3_K_S.gguf",
-      "type": "diffusion_model",
-      "base": "FLUX.1",
-      "save_path": "diffusion_models/FLUX1",
-      "description": "FLUX.1 [Dev] Diffusion model (Q3_K_S/.gguf)",
-      "reference": "https://huggingface.co/city96/FLUX.1-dev-gguf",
-      "filename": "flux1-dev-Q3_K_S.gguf",
-      "url": "https://huggingface.co/city96/FLUX.1-dev-gguf/resolve/main/flux1-dev-Q3_K_S.gguf",
-      "size": "5.23GB"
-    },
-    {
-      "name": "city96/flux1-dev-Q4_0.gguf",
-      "type": "diffusion_model",
-      "base": "FLUX.1",
-      "save_path": "diffusion_models/FLUX1",
-      "description": "FLUX.1 [Dev] Diffusion model (Q4_0/.gguf)",
-      "reference": "https://huggingface.co/city96/FLUX.1-dev-gguf",
-      "filename": "flux1-dev-Q4_0.gguf",
-      "url": "https://huggingface.co/city96/FLUX.1-dev-gguf/resolve/main/flux1-dev-Q4_0.gguf",
-      "size": "6.79GB"
-    },
-    {
-      "name": "city96/flux1-dev-Q4_1.gguf",
-      "type": "diffusion_model",
-      "base": "FLUX.1",
-      "save_path": "diffusion_models/FLUX1",
-      "description": "FLUX.1 [Dev] Diffusion model (Q4_1/.gguf)",
-      "reference": "https://huggingface.co/city96/FLUX.1-dev-gguf",
-      "filename": "flux1-dev-Q4_1.gguf",
-      "url": "https://huggingface.co/city96/FLUX.1-dev-gguf/resolve/main/flux1-dev-Q4_1.gguf",
-      "size": "7.53GB"
-    },
-    {
-      "name": "city96/flux1-dev-Q4_K_S.gguf",
-      "type": "diffusion_model",
-      "base": "FLUX.1",
-      "save_path": "diffusion_models/FLUX1",
-      "description": "FLUX.1 [Dev] Diffusion model (Q4_K_S/.gguf)",
-      "reference": "https://huggingface.co/city96/FLUX.1-dev-gguf",
-      "filename": "flux1-dev-Q4_K_S.gguf",
-      "url": "https://huggingface.co/city96/FLUX.1-dev-gguf/resolve/main/flux1-dev-Q4_K_S.gguf",
-      "size": "6.81GB"
-    },
-    {
-      "name": "city96/flux1-dev-Q5_0.gguf",
-      "type": "diffusion_model",
-      "base": "FLUX.1",
-      "save_path": "diffusion_models/FLUX1",
-      "description": "FLUX.1 [Dev] Diffusion model (Q5_0/.gguf)",
-      "reference": "https://huggingface.co/city96/FLUX.1-dev-gguf",
-      "filename": "flux1-dev-Q5_0.gguf",
-      "url": "https://huggingface.co/city96/FLUX.1-dev-gguf/resolve/main/flux1-dev-Q5_0.gguf",
-      "size": "8.27GB"
     }
   ]
 }

node_db/tutorial/custom-node-list.json

@@ -240,6 +240,26 @@
             ],
             "install_type": "git-clone",
             "description": "RAG Demo for LLM"
+        },
+        {
+            "author": "FelixTeutsch",
+            "title": "BachelorThesis",
+            "reference": "https://github.com/FelixTeutsch/BachelorThesis",
+            "files": [
+                "https://github.com/FelixTeutsch/BachelorThesis"
+            ],
+            "install_type": "git-clone",
+            "description": "This is a ComfyUi custom node, that build a new UI on top of the already existing AI, to enable the use of custom controllers"
+        },
+        {
+            "author": "jhj0517",
+            "title": "ComfyUI-CustomNodes-Template",
+            "reference": "https://github.com/jhj0517/ComfyUI-CustomNodes-Template",
+            "files": [
+                "https://github.com/jhj0517/ComfyUI-CustomNodes-Template"
+            ],
+            "install_type": "git-clone",
+            "description": "This is the ComfyUI custom node template repository that anyone can use to create their own custom nodes."
         }
     ]
 }

pyproject.toml

@@ -1,7 +1,7 @@
 [project]
 name = "comfyui-manager"
 description = "ComfyUI-Manager provides features to install and manage custom nodes for ComfyUI, as well as various functionalities to assist with ComfyUI."
-version = "3.1"
+version = "3.3"
 license = { file = "LICENSE.txt" }
 dependencies = ["GitPython", "PyGithub", "matrix-client==0.4.0", "transformers", "huggingface-hub>0.20", "typer", "rich", "typing-extensions"]
 

requirements.txt

@@ -5,4 +5,5 @@ transformers
 huggingface-hub>0.20
 typer
 rich
-typing-extensions
+typing-extensions
+toml