Files
ComfyUI-Lora-Manager/templates/embeddings.html
T
Will Miao 5ab0e88abc feat(links): support ModelScope and TensorArt as model sources
A model file could only ever be linked to huggingface.co: `set_hf_url`
validated the URL with a huggingface-only regex, the agent fetched the card
from a hardcoded HF URL, and the readme processor built every relative image
path off `https://huggingface.co/{repo}/resolve/main`. ModelScope publishes the
same model-card convention (README.md + YAML frontmatter, often carrying
`base_model:` and `trigger_words:`) behind a public, key-less API, so the
enrichment pipeline could already serve it - it was the plumbing that was
HF-shaped, not the idea.

Make the external source a first-class, provider-driven concept:

- New `py/services/model_sources/` registry. A `ModelSource` owns URL
  recognition (lenient for stored values, strict for user input), the
  canonical page URL, model-card fetching, the asset base URL and the
  capability flags. `HuggingFaceSource` is the previous logic relocated;
  `ModelScopeSource` reads `/models/{o}/{n}/resolve/{master|main}/README.md`
  and falls back to `/api/v1/models/{o}/{n}/repo`. `TensorArtSource` is
  link-only on purpose: tensor.art answers plain HTTP clients with a
  Cloudflare challenge and its internal API (ap-east-1.tensorart.cloud /
  cn.tensorart.net) rejects every /v1/model/* route with "invalid
  authorization header", so it declares supports_enrichment=False rather than
  failing silently later.
- Metadata gains `source_platform` + `source_url`; `hf_url` stays as a
  read/write alias, written only for Hugging Face, so existing sidecars,
  cached rows and third-party consumers keep working. Normalisation runs at
  the scanner, the persistent cache (both directions, plus two new columns
  behind an ALTER migration) and the linking handler - which is what stops a
  user who switches sources from leaving a stale `hf_url` on a ModelScope
  model.
- The agent pipeline keys off the provider instead of `hf_url`: the fast-fail
  gate now explains *why* a model is skipped (no source / unknown source /
  source without a reachable card), the prompt context exposes
  source_url/source_id/source_label/asset_base_url while still filling the
  legacy hf_url/repo aliases, and the four README image extractors take a
  base_url (defaulting to HF) so relative paths resolve against the right
  site. Version grouping generalises to hf: / ms: / ta: keys.
- `POST /api/lm/set-hf-url` keeps its path and its legacy payload keys but
  accepts `source_url`, validates against every provider and returns the
  platform. `GET /api/lm/model-sources` lets the UI render the supported-site
  list from the server.
- Frontend: a `modelSourceHelpers` mirror of the registry drives the link
  dialog, the card/modal globe (branded "View on ModelScope/TensorArt"), the
  version-group key and the enrichment gate; the versions tab no longer sends
  ms:/ta: keys to the CivitAI API.

TensorArt stays in the list because provenance is worth keeping even when the
card is unreadable - the dialog says so plainly ("Sites that don't expose one
(currently TensorArt) can only be linked") and the context menu disables
enrichment with a matching tooltip, instead of the user getting
"Unsupported URL".

Verified against the real ModelScope API: jj3550945163/Krea-2-LORA returns a
1882-byte card whose frontmatter carries base_model/tags/trigger_words, and
relative images resolve to .../resolve/master/....

Tests: backend 2815 passed; frontend 1130 JS + 91 Vue passed; pytest
tests/i18n and a Jinja compile pass over templates/. The nine locales carry
[TODO: Translate] for the new strings, completed in the next commit.
2026-09-14 07:24:08 +08:00

76 lines
4.1 KiB
HTML

{% extends "base.html" %}
{% block title %}{{ t('embeddings.title') }}{% endblock %}
{% block page_id %}embeddings{% endblock %}
{% block init_title %}{{ t('initialization.embeddings.title') }}{% endblock %}
{% block init_message %}{{ t('initialization.embeddings.message') }}{% endblock %}
{% block init_check_url %}/api/embeddings/list?page=1&page_size=1{% endblock %}
{% block additional_components %}
<div id="embeddingContextMenu" class="context-menu" style="display: none;">
<!-- Metadata -->
<div class="context-menu-item" data-action="refresh-metadata"><i class="fas fa-sync"></i> {{ t('loras.contextMenu.refreshMetadata') }}</div>
<div class="context-menu-item has-submenu" data-has-submenu="link-model">
<i class="fas fa-link"></i>
<span>{{ t('loras.contextMenu.linkModel') }}</span>
<i class="fas fa-chevron-right submenu-arrow"></i>
<div class="context-submenu">
<div class="context-menu-item" data-action="relink-civitai">
<i class="fas fa-external-link-alt"></i> <span>{{ t('loras.contextMenu.linkCivitai') }}</span>
</div>
<div class="context-menu-item" data-action="link-hf">
<i class="fas fa-robot"></i> <span>{{ t('loras.contextMenu.linkModelSource') }}</span>
</div>
</div>
</div>
<div class="context-menu-separator menu-section-break"></div>
<!-- Workflow -->
<div class="context-menu-item" data-action="copyname"><i class="fas fa-copy"></i> {{ t('loras.contextMenu.copyFilename') }}</div>
<div class="context-menu-item" data-action="sendtoworkflow"><i class="fas fa-paper-plane"></i> {{ t('checkpoints.contextMenu.sendToWorkflow') }}</div>
<div class="context-menu-separator menu-section-break"></div>
<!-- Media / Preview -->
<div class="context-menu-item" data-action="preview"><i class="fas fa-folder-open"></i> {{ t('loras.contextMenu.openExamples') }}</div>
<div class="context-menu-item has-submenu" data-has-submenu="download-examples"><i class="fas fa-download"></i> {{ t('loras.contextMenu.downloadExamples') }} <i class="fas fa-chevron-right submenu-arrow"></i>
<div class="context-submenu">
<div class="context-menu-item" data-action="download-examples"><i class="fas fa-download"></i> {{ t('loras.contextMenu.downloadMissingExamples') }}</div>
<div class="context-menu-item" data-action="download-examples-force"><i class="fas fa-redo-alt"></i> {{ t('loras.contextMenu.reprocessExamples') }}</div>
</div>
</div>
<div class="context-menu-item" data-action="replace-preview"><i class="fas fa-image"></i> {{ t('loras.contextMenu.replacePreview') }}</div>
<div class="context-menu-separator menu-section-break"></div>
<!-- Attributes -->
<div class="context-menu-item" data-action="set-nsfw"><i class="fas fa-exclamation-triangle"></i> {{ t('loras.contextMenu.setContentRating') }}</div>
<div class="context-menu-separator menu-section-break"></div>
<!-- Organization -->
<div class="context-menu-item" data-action="move"><i class="fas fa-folder-open"></i> {{ t('loras.contextMenu.moveToFolder') }}</div>
<div class="context-menu-separator"></div>
<!-- Destructive -->
<div class="context-menu-item" data-action="exclude"><i class="fas fa-eye-slash"></i> {{ t('loras.contextMenu.excludeModel') }}</div>
<div class="context-menu-item delete-item" data-action="delete"><i class="fas fa-trash"></i> {{ t('loras.contextMenu.deleteModel') }}</div>
</div>
{% endblock %}
{% block content %}
<div class="sticky-topbar">
{% include 'components/controls.html' %}
{% include 'components/breadcrumb.html' %}
</div>
{% include 'components/duplicates_banner.html' %}
{% include 'components/folder_sidebar.html' %}
<!-- Embedding cards container -->
<div class="card-grid" id="modelGrid">
<!-- Cards will be dynamically inserted here -->
</div>
{% endblock %}
{% block overlay %}
<div class="bulk-mode-overlay"></div>
{% endblock %}
{% block main_script %}
<script type="module" src="/loras_static/js/embeddings.js?v={{ version }}"></script>
{% endblock %}