diff --git a/docs/superpowers/plans/2026-03-17-v070-website-release.md b/docs/superpowers/plans/2026-03-17-v070-website-release.md
new file mode 100644
index 0000000..4cc7e9d
--- /dev/null
+++ b/docs/superpowers/plans/2026-03-17-v070-website-release.md
@@ -0,0 +1,927 @@
+# Mingly v0.7.0 Website + Release — Implementation Plan
+
+> **STATUS: UMGESETZT (2026-03-17).** Release v0.7.0 "Swiss AI Privacy" publiziert (GitHub Release 2026-03-17), Website-Content live auf mingly.ch (mingly-website Commit 02e6d22), Preprocessor-Fixes in v0.7.0 enthalten. Verifiziert gegen Live-Site, App und GitHub-Release am 2026-07-02; Checkboxen nachtraeglich abgehakt. Bekannte Restluecke (statische SEO-/og-Tags in index.html) wird separat im mingly-website-Repo gefixt.
+
+> **For agentic workers:** REQUIRED: Use superpowers:subagent-driven-development (if subagents available) or superpowers:executing-plans to implement this plan. Steps use checkbox (`- [ ]`) syntax for tracking.
+
+**Goal:** Update mingly.ch website content to reflect v0.7.0 "Swiss AI Privacy" release, bump app version, add MEDIUM backlog preprocessor fixes, build & publish release.
+
+**Architecture:** i18n-driven website (DE+EN translation files), Vite+React+Tailwind on Vercel. App uses electron-builder for distribution via GitHub Releases.
+
+**Tech Stack:** TypeScript, React, Tailwind, Vite, Electron, electron-builder, Vitest
+
+---
+
+## Chunk 1: Website Content Updates
+
+### Task 1: Update Hero Section (DE)
+
+**Files:**
+- Modify: `~/projects/mingly-website/src/i18n/de.ts:3-27`
+
+- [x] **Step 1: Update meta title + description**
+
+Change meta.title from "Dein KI-Chat. Deine Regeln." to Swiss AI Privacy focus:
+```typescript
+meta: {
+  title: "Mingly – Swiss AI Privacy | KI nutzen, Daten behalten",
+  description:
+    "Mingly ist der Desktop AI Client mit automatischer On-Device PII-Protection. Multi-LLM, Dokumentenkontext, Wissensdatenbank, intelligentes Routing. Open Source, Swiss Made, nDSG/DSGVO-konform.",
+  keywords:
+    "Swiss AI Privacy, KI Chat, AI Desktop, Open Source, PII Detection, lokale KI, Datenschutz, Wissensdatenbank, RAG, LLM Router, Ollama, Claude, GPT, Gemini, Schweiz, nDSG, DSGVO",
+},
+```
+
+- [x] **Step 2: Update hero badge, title, subtitle, tags**
+
+```typescript
+hero: {
+  badge: "Swiss AI Privacy · On-Device · nDSG/DSGVO 🇨🇭",
+  title1: "Swiss AI Privacy.",
+  title2: "KI nutzen, Daten behalten.",
+  subtitle:
+    "Multi-LLM Desktop Client mit automatischer On-Device PII-Protection. Sensible Daten werden erkannt und bleiben lokal — bevor sie an eine KI gesendet werden.",
+  downloadBtn: "Download",
+  sourceBtn: "Quellcode auf GitHub",
+  tags: ["🔒 OS-Keychain", "🇨🇭 nDSG / DSGVO", "⚡ Offline-fähig", "🧠 On-Device NER"],
+},
+```
+
+- [x] **Step 3: Verify file saves without syntax errors**
+
+Run: `cd ~/projects/mingly-website && npx tsc --noEmit 2>&1 | head -20`
+Expected: No errors related to de.ts
+
+- [x] **Step 4: Commit**
+
+```bash
+cd ~/projects/mingly-website
+git add src/i18n/de.ts
+git commit -m "feat(i18n): update DE hero + meta for Swiss AI Privacy v0.7.0"
+```
+
+---
+
+### Task 2: Update Hero Section (EN)
+
+**Files:**
+- Modify: `~/projects/mingly-website/src/i18n/en.ts:3-27`
+
+- [x] **Step 1: Update meta title + description (EN mirror)**
+
+```typescript
+meta: {
+  title: "Mingly – Swiss AI Privacy | Use AI, Keep Your Data",
+  description:
+    "Mingly is the desktop AI client with automatic on-device PII protection. Multi-LLM, document context, knowledge base, intelligent routing. Open Source, Swiss Made, GDPR/nDSG compliant.",
+  keywords:
+    "Swiss AI Privacy, AI Chat, AI Desktop, Open Source, PII Detection, local AI, privacy, knowledge base, RAG, LLM Router, Ollama, Claude, GPT, Gemini, Switzerland, GDPR, nDSG",
+},
+```
+
+- [x] **Step 2: Update hero badge, title, subtitle, tags (EN mirror)**
+
+```typescript
+hero: {
+  badge: "Swiss AI Privacy · On-Device · GDPR/nDSG 🇨🇭",
+  title1: "Swiss AI Privacy.",
+  title2: "Use AI, Keep Your Data.",
+  subtitle:
+    "Multi-LLM desktop client with automatic on-device PII protection. Sensitive data is detected and stays local — before it reaches any AI.",
+  downloadBtn: "Download",
+  sourceBtn: "Source code on GitHub",
+  tags: ["🔒 OS Keychain", "🇨🇭 GDPR / nDSG", "⚡ Offline-capable", "🧠 On-Device NER"],
+},
+```
+
+- [x] **Step 3: Verify + Commit**
+
+```bash
+cd ~/projects/mingly-website
+npx tsc --noEmit 2>&1 | head -20
+git add src/i18n/en.ts
+git commit -m "feat(i18n): update EN hero + meta for Swiss AI Privacy v0.7.0"
+```
+
+---
+
+### Task 3: Reorder Features + Update Tags (DE)
+
+**Files:**
+- Modify: `~/projects/mingly-website/src/i18n/de.ts:53-129`
+
+- [x] **Step 1: Reorder features array — Swiss AI Privacy first, On-Device NER second**
+
+New order (10 items):
+1. Swiss AI Privacy — tag: "Core", tagColor: C.rose
+2. On-Device NER (NEW) — tag: "Core", tagColor: C.rose
+3. Smart LLM Routing — tag: "Smart", tagColor: C.emerald
+4. Dokumentenkontext — tag: "Free", tagColor: C.emerald
+5. Wissensdatenbank (RAG) — tag: "Pro", tagColor: C.indigoLight
+6. Tool-Anbindung (MCP) — tag: "Extensible", tagColor: C.indigoLight
+7. Context Engineering — tag: "Smart", tagColor: C.indigo (remove "v0.5" tag)
+8. Alle KI-Modelle, ein Chat — tag: "Chat", tagColor: C.indigo
+9. Multi-Backend Routing — tag: "Network", tagColor: C.emerald
+10. Kosten & Nutzung im Blick — tag: "Smart", tagColor: C.amber
+11. Maximaler Datenschutz — tag: "Security", tagColor: C.rose
+
+```typescript
+items: [
+  {
+    icon: "🇨🇭",
+    title: "Swiss AI Privacy",
+    desc: "On-Device PII-Erkennung (Gesundheit, AHV, IBAN, Namen, Adressen) mit 4 Privacy-Modi: Shield, Vault, Transparent, Local Only. Sensible Daten bleiben lokal. nDSG-konform.",
+    tag: "Core",
+    tagColor: C.rose,
+  },
+  {
+    icon: "🧠",
+    title: "On-Device NER",
+    desc: "piiranha-v1 (400M Parameter) erkennt 17 PII-Kategorien direkt auf deinem Gerät — unter 50ms, ohne Cloud. 3-Layer Pipeline: Regex + Swiss Patterns + Neural Network.",
+    tag: "Core",
+    tagColor: C.rose,
+  },
+  {
+    icon: "🔀",
+    title: "Smart LLM Routing",
+    desc: "Mingly wählt automatisch das beste Modell — lokal, im Netzwerk oder aus der Cloud. Basierend auf Thema, Kosten und Sensibilität deiner Daten.",
+    tag: "Smart",
+    tagColor: C.emerald,
+  },
+  {
+    icon: "📄",
+    title: "Dokumentenkontext",
+    desc: "Lade Dokumente im Chat hoch oder gib Ordner frei — die KI bezieht deine Dateien in die Antworten ein. Kostenlos für alle.",
+    tag: "Free",
+    tagColor: C.emerald,
+  },
+  {
+    icon: "📚",
+    title: "Wissensdatenbank (RAG)",
+    desc: "Indexiere tausende Dokumente mit Vektordatenbanken. Semantische Suche, automatische Kontext-Injektion und Quellenangaben.",
+    tag: "Pro",
+    tagColor: C.indigoLight,
+  },
+  {
+    icon: "🔌",
+    title: "Tool-Anbindung (MCP)",
+    desc: "Verbinde Mingly mit deinen Tools: Dateisystem, Datenbanken, Web-Suche und eigene Workflows — alles erweiterbar.",
+    tag: "Extensible",
+    tagColor: C.indigoLight,
+  },
+  {
+    icon: "🧠",
+    title: "Context Engineering",
+    desc: "Fortschritts-Tracking, Fehler-Erhaltung und KV-Cache-Optimierung halten Agenten bei langen Aufgaben auf Kurs — inspiriert von Manus AI.",
+    tag: "Smart",
+    tagColor: C.indigo,
+  },
+  {
+    icon: "🤖",
+    title: "Alle KI-Modelle, ein Chat",
+    desc: "Claude, GPT, Gemini, Llama und mehr — nahtlos wechseln, Antworten vergleichen, Gespräche fortführen.",
+    tag: "Chat",
+    tagColor: C.indigo,
+  },
+  {
+    icon: "🌐",
+    title: "Multi-Backend Routing",
+    desc: "Verbinde mehrere Ollama-Instanzen im lokalen Netzwerk. Mingly verteilt Anfragen automatisch auf die schnellsten und am wenigsten ausgelasteten Server.",
+    tag: "Network",
+    tagColor: C.emerald,
+  },
+  {
+    icon: "📊",
+    title: "Kosten & Nutzung im Blick",
+    desc: "Sieh genau, was jede Anfrage kostet. Setze monatliche Budgets, und Mingly warnt dich, bevor das Limit erreicht wird.",
+    tag: "Smart",
+    tagColor: C.amber,
+  },
+  {
+    icon: "🔐",
+    title: "Maximaler Datenschutz",
+    desc: "Schlüssel im OS-Keychain, keine Telemetrie, DSGVO/DSG-konform. Circuit Breaker schützt vor Kostenexplosion, Canary Tokens erkennen System-Prompt-Leaks.",
+    tag: "Security",
+    tagColor: C.rose,
+  },
+],
+```
+
+- [x] **Step 2: Verify + Commit**
+
+```bash
+cd ~/projects/mingly-website && npx tsc --noEmit 2>&1 | head -20
+git add src/i18n/de.ts
+git commit -m "feat(i18n): reorder DE features — Swiss AI Privacy + NER first"
+```
+
+---
+
+### Task 4: Reorder Features + Update Tags (EN)
+
+**Files:**
+- Modify: `~/projects/mingly-website/src/i18n/en.ts:53-128`
+
+- [x] **Step 1: Mirror DE feature reorder to EN**
+
+Same structure as Task 3 but in English:
+1. Swiss AI Privacy: "On-device PII detection (health data, AHV, IBAN, names, addresses) with 4 privacy modes: Shield, Vault, Transparent, Local Only. Sensitive data stays local. nDSG compliant."
+2. On-Device NER: "piiranha-v1 (400M parameters) detects 17 PII categories directly on your device — under 50ms, no cloud. 3-layer pipeline: Regex + Swiss Patterns + Neural Network."
+3-11: Same reorder as DE, English text stays same, tags updated (remove "v0.7", "v0.5").
+
+- [x] **Step 2: Verify + Commit**
+
+```bash
+cd ~/projects/mingly-website && npx tsc --noEmit 2>&1 | head -20
+git add src/i18n/en.ts
+git commit -m "feat(i18n): reorder EN features — Swiss AI Privacy + NER first"
+```
+
+---
+
+### Task 5: Update Pricing Privacy Messaging (DE + EN)
+
+**Files:**
+- Modify: `~/projects/mingly-website/src/i18n/de.ts:384-480`
+- Modify: `~/projects/mingly-website/src/i18n/en.ts:379-474`
+
+- [x] **Step 1: Update DE pricing tiers with privacy messaging**
+
+Free tier features — replace list:
+```typescript
+features: [
+  "Lokale Modelle (Ollama)",
+  "Dokumentenkontext (Uploads & Ordner)",
+  "3 Gespräche pro Tag (Cloud)",
+  "Swiss AI Privacy (volle PII-Protection)",
+  "On-Device NER (piiranha-v1)",
+  "Circuit Breaker & Guardrails",
+  "Community-Support",
+],
+```
+
+Pro tier — add after "Alles in Free, plus:":
+```typescript
+features: [
+  "Alles in Free, plus:",
+  "Cloud-APIs (Claude, GPT, Gemini)",
+  "Unbegrenzte Gespräche",
+  "4 Privacy-Modi (Shield/Vault/Transparent/Local Only)",
+  "Wissensdatenbank (RAG)",
+  "Datenklassifikation & Smart Routing",
+  "Prompt-Vorlagen & -Verwaltung",
+  "Multimodal (Bilder & Vision)",
+  "Agentic Mode (ReAct + Tools)",
+  "Modellvergleich mit Agenten",
+  "Parallele Subagenten",
+  "Context Engineering",
+  "Multi-Backend Load Balancing",
+  "Export (Markdown, PDF, JSON)",
+  "Auto-Updates",
+],
+```
+
+Team tier — add privacy audit:
+```typescript
+features: [
+  "Alles in Pro, plus:",
+  "Team-Arbeitsräume",
+  "Geteilte Wissensbasen",
+  "Privacy-Audit-Log",
+  "Rollenverwaltung (RBAC)",
+  "Nutzungs-Tracking pro User",
+  "Audit-Logs & Canary Tokens",
+  "SSO (OAuth / SAML)",
+  "Priority-Support",
+],
+```
+
+Enterprise tier — add compliance:
+```typescript
+features: [
+  "Alles in Team, plus:",
+  "On-Premise / Air-Gap",
+  "nDSG/DSGVO Compliance-Dashboard",
+  "Custom PII-Regeln",
+  "LDAP / Active Directory",
+  "Dedizierter Support & SLA",
+  "Custom-Integrationen",
+  "White-Label-Option",
+],
+```
+
+- [x] **Step 2: Mirror to EN pricing**
+
+Same changes in English translations.
+
+- [x] **Step 3: Verify + Commit**
+
+```bash
+cd ~/projects/mingly-website && npx tsc --noEmit 2>&1 | head -20
+git add src/i18n/de.ts src/i18n/en.ts
+git commit -m "feat(i18n): update pricing tiers with privacy messaging (DE+EN)"
+```
+
+---
+
+### Task 6: Reorder Use Cases + Add Lawyer (DE)
+
+**Files:**
+- Modify: `~/projects/mingly-website/src/i18n/de.ts:130-235`
+
+- [x] **Step 1: Reorder use cases — Privacy-first order**
+
+New order:
+1. Hausarztpraxis (was #4) — already privacy-focused, stays same
+2. Steuerberatung (was #1) — stays same
+3. Anwaltskanzlei (NEW) — replaces Elektro Brunner
+4. Marketing-Agentur (was #3) — add privacy angle
+
+Replace Elektro Brunner (item[1]) with Anwaltskanzlei:
+```typescript
+{
+  icon: "⚖️",
+  color: C.indigoLight,
+  badge: "KMU · Recht",
+  meta: "6 Mitarbeitende · Hybrid-Modus",
+  title: "Anwaltskanzlei Winterthur: Vertragsentwürfe und Recherche mit KI",
+  desc: "Eine Wirtschaftskanzlei nutzt KI für Vertragsanalyse, Recherche und Mandantenkorrespondenz — ohne Daten in die Cloud zu senden.",
+  toggleOpen: "Wie nutzen sie Mingly?",
+  toggleClose: "Weniger anzeigen",
+  details: [
+    {
+      label: "🔒 SWISS AI PRIVACY",
+      text: "Mingly erkennt Mandantennamen, AHV-Nummern und Adressen automatisch und anonymisiert sie vor Cloud-Anfragen. Anwaltsgeheimnis gewahrt.",
+    },
+    {
+      label: "📚 WISSENSDATENBANK",
+      text: "OR, ZGB, Bundesgerichtsentscheide und interne Muster als RAG-Wissensbasis. Mingly zitiert mit Fundstelle.",
+    },
+    {
+      label: "📝 VERTRÄGE",
+      text: "Entwurf-Prompts mit Vertragsvorlagen kombiniert. Mingly generiert Erstversionen, die der Anwalt prüft und anpasst.",
+    },
+  ],
+  metrics: ["⏱ Recherche: 60 Min. → 15 Min.", "🔒 Anwaltsgeheimnis gewahrt", "📄 500+ Dokumente indexiert"],
+},
+```
+
+Reorder: [Arztpraxis, Steuerberatung, Anwaltskanzlei, Marketing-Agentur]
+
+Update Marketing-Agentur details to add privacy angle — change first detail label:
+```typescript
+{
+  label: "🔒 MULTI-CLIENT PRIVACY",
+  text: "Jeder Kunde hat eine isolierte Wissensdatenbank. Swiss AI Privacy stellt sicher, dass Kundendaten nie an den falschen Provider gelangen.",
+},
+```
+
+- [x] **Step 2: Verify + Commit**
+
+```bash
+cd ~/projects/mingly-website && npx tsc --noEmit 2>&1 | head -20
+git add src/i18n/de.ts
+git commit -m "feat(i18n): reorder DE use cases + add lawyer, privacy-first"
+```
+
+---
+
+### Task 7: Reorder Use Cases + Add Lawyer (EN)
+
+**Files:**
+- Modify: `~/projects/mingly-website/src/i18n/en.ts:130-235`
+
+- [x] **Step 1: Mirror DE use case changes to EN**
+
+New order: [Family Practice, Tax Advisory, Law Firm (NEW), Marketing Agency]
+
+Law Firm:
+```typescript
+{
+  icon: "⚖️",
+  color: C.indigoLight,
+  badge: "SME · Legal",
+  meta: "6 employees · Hybrid mode",
+  title: "Law Firm Winterthur: Contract drafts and research with AI",
+  desc: "A commercial law firm uses AI for contract analysis, research, and client correspondence — without sending data to the cloud.",
+  toggleOpen: "How do they use Mingly?",
+  toggleClose: "Show less",
+  details: [
+    {
+      label: "🔒 SWISS AI PRIVACY",
+      text: "Mingly automatically detects client names, AHV numbers, and addresses and anonymizes them before cloud requests. Attorney-client privilege maintained.",
+    },
+    {
+      label: "📚 KNOWLEDGE BASE",
+      text: "Swiss Code of Obligations, Civil Code, Federal Court decisions, and internal templates as RAG knowledge base. Mingly cites with reference.",
+    },
+    {
+      label: "📝 CONTRACTS",
+      text: "Draft prompts combined with contract templates. Mingly generates first versions that the lawyer reviews and refines.",
+    },
+  ],
+  metrics: ["⏱ Research: 60 min → 15 min", "🔒 Attorney-client privilege", "📄 500+ docs indexed"],
+},
+```
+
+Marketing Agency — update first detail:
+```typescript
+{
+  label: "🔒 MULTI-CLIENT PRIVACY",
+  text: "Each client gets an isolated knowledge base. Swiss AI Privacy ensures client data never reaches the wrong provider.",
+},
+```
+
+- [x] **Step 2: Verify + Commit**
+
+```bash
+cd ~/projects/mingly-website && npx tsc --noEmit 2>&1 | head -20
+git add src/i18n/en.ts
+git commit -m "feat(i18n): reorder EN use cases + add lawyer, privacy-first"
+```
+
+---
+
+### Task 8: Update FAQ Swiss AI Privacy Answer (DE + EN)
+
+**Files:**
+- Modify: `~/projects/mingly-website/src/i18n/de.ts:522-524`
+- Modify: `~/projects/mingly-website/src/i18n/en.ts:517-519`
+
+- [x] **Step 1: Expand FAQ answer with 3-Layer detail**
+
+DE:
+```typescript
+{
+  q: "Was ist Swiss AI Privacy?",
+  a: "Mingly erkennt sensible Daten automatisch auf deinem Gerät — bevor sie an eine KI gesendet werden. Die 3-Layer-Pipeline (Regex + Swiss Patterns + piiranha-v1 NER) erkennt 17 PII-Kategorien: Namen, Adressen, AHV-Nummern, IBAN, Gesundheitsdaten und mehr. 4 Privacy-Modi (Shield, Vault, Transparent, Local Only) bestimmen, wie mit erkannten Daten umgegangen wird. Alles lokal, nDSG-konform.",
+},
+```
+
+EN:
+```typescript
+{
+  q: "What is Swiss AI Privacy?",
+  a: "Mingly detects sensitive data automatically on your device — before it reaches any AI. The 3-layer pipeline (Regex + Swiss Patterns + piiranha-v1 NER) detects 17 PII categories: names, addresses, AHV numbers, IBAN, health data, and more. 4 privacy modes (Shield, Vault, Transparent, Local Only) determine how detected data is handled. Everything local, nDSG compliant.",
+},
+```
+
+- [x] **Step 2: Verify + Commit**
+
+```bash
+cd ~/projects/mingly-website && npx tsc --noEmit 2>&1 | head -20
+git add src/i18n/de.ts src/i18n/en.ts
+git commit -m "feat(i18n): expand Swiss AI Privacy FAQ with 3-Layer detail (DE+EN)"
+```
+
+---
+
+### Task 9: Update CTA + Footer (DE + EN)
+
+**Files:**
+- Modify: `~/projects/mingly-website/src/i18n/de.ts:531-537`
+- Modify: `~/projects/mingly-website/src/i18n/en.ts:526-532`
+
+- [x] **Step 1: Update CTA section**
+
+DE:
+```typescript
+cta: {
+  title1: "KI nutzen.",
+  title2: "Daten behalten.",
+  sub: "Swiss AI Privacy. Open Source. On-Device. Jetzt herunterladen oder den Quellcode forken.",
+  downloadBtn: "Jetzt herunterladen",
+  sourceBtn: "Quellcode auf GitHub →",
+},
+```
+
+EN:
+```typescript
+cta: {
+  title1: "Use AI.",
+  title2: "Keep Your Data.",
+  sub: "Swiss AI Privacy. Open source. On-device. Download now or fork the source code.",
+  downloadBtn: "Download now",
+  sourceBtn: "Source code on GitHub →",
+},
+```
+
+- [x] **Step 2: Verify + Commit**
+
+```bash
+cd ~/projects/mingly-website && npx tsc --noEmit 2>&1 | head -20
+git add src/i18n/de.ts src/i18n/en.ts
+git commit -m "feat(i18n): update CTA for Swiss AI Privacy messaging (DE+EN)"
+```
+
+---
+
+### Task 10: Update Version in downloads.ts
+
+**Files:**
+- Modify: `~/projects/mingly-website/src/lib/downloads.ts:1`
+
+- [x] **Step 1: Bump version**
+
+```typescript
+export const MINGLY_VERSION = "0.7.0";
+```
+
+- [x] **Step 2: Verify URLs are correct**
+
+Run: `cd ~/projects/mingly-website && grep -n "0.5.1" src/ -r`
+Expected: No results (all references updated)
+
+- [x] **Step 3: Commit**
+
+```bash
+cd ~/projects/mingly-website
+git add src/lib/downloads.ts
+git commit -m "chore: bump download version to 0.7.0"
+```
+
+---
+
+## Chunk 2: Mingly App Updates
+
+### Task 11: Version Bump (package.json)
+
+**Files:**
+- Modify: `~/mingly/package.json:3`
+
+- [x] **Step 1: Bump version**
+
+Change `"version": "0.5.1"` to `"version": "0.7.0"`
+
+- [x] **Step 2: Commit**
+
+```bash
+cd ~/mingly
+git add package.json
+git commit -m "chore: bump version to 0.7.0"
+```
+
+---
+
+### Task 12: CHANGELOG v0.7.0 Entry
+
+**Files:**
+- Modify: `~/mingly/CHANGELOG.md:1-5`
+
+- [x] **Step 1: Add v0.7.0 entry at top**
+
+Insert after `# Changelog` line:
+
+```markdown
+## [0.7.0] - 2026-03-17
+
+### Added — Swiss AI Privacy (Phase 7b)
+- **3-Layer PII Detection Pipeline** — Regex → Swiss Patterns → piiranha-v1 NER (400M ONNX, fp32). 17 PII-Kategorien: PERSON, EMAIL, PHONE, IBAN, AHV, CREDIT_CARD, ADDRESS, LOCATION, DATE_OF_BIRTH, PASSPORT, IP_ADDRESS, URL, ORGANIZATION, CUSTOM
+- **On-Device NER** — piiranha-v1 (onnx-community/piiranha-v1-detect-personal-information-ONNX) läuft im Worker Thread, <50ms Inferenz, kein Cloud-Call
+- **NER Model Manager** — Download, Status-Tracking, Cache-Management für ONNX-Modell (~1.15GB fp32)
+- **4 Privacy-Modi** — Shield (anonymize before cloud), Vault (local-only for sensitive), Transparent (detect + warn), Local Only (never cloud)
+- **Text Preprocessor** — Defeats evasion: Zero-Width Character Stripping, URL-Decoding, Unicode NFC, HTML-Entity Decoding, Fullwidth Normalization
+- **Entity Dedup with Co-existence** — NER + Regex entities with different categories on overlapping spans are both kept (e.g., PERSON + EMAIL)
+- **Privacy UI** — Settings page with model download, privacy mode selection, PII category toggles
+- **Privacy IPC** — Full Electron IPC layer for privacy settings, detection, and NER model management
+
+### Security
+- **Red-Team Suite** — 143 test cases across 10 categories (encoding tricks, format embedding, language mixing, etc.)
+- **3-Layer Results** — 84.9% detection rate (113/133), 0 CRITICAL failures
+- **REGEX_STRUCTURAL_CATEGORIES** — EMAIL, PHONE, CREDIT_CARD, IP_ADDRESS, URL, IBAN, AHV, DATE_OF_BIRTH protected from NER override
+
+### Technical
+- 1254+ Tests, 143 Red-Team Tests
+- Neue Dateien: 15+ (privacy modules, preprocessor, red-team infrastructure)
+- TypeScript strict mode clean
+```
+
+- [x] **Step 2: Commit**
+
+```bash
+cd ~/mingly
+git add CHANGELOG.md
+git commit -m "docs: add v0.7.0 CHANGELOG entry — Swiss AI Privacy"
+```
+
+---
+
+### Task 13: MEDIUM Backlog — HTML Entity Decoding
+
+**Files:**
+- Modify: `~/mingly/src/main/privacy/text-preprocessor.ts`
+- Modify/Create: `~/mingly/tests/unit/text-preprocessor.test.ts`
+
+- [x] **Step 1: Write failing test for HTML entity decoding**
+
+```typescript
+it('decodes HTML entities in PII-relevant characters', () => {
+  const result = preprocessText('hans&#64;test&#46;ch')
+  expect(result.normalized).toBe('hans@test.ch')
+  expect(result.wasModified).toBe(true)
+})
+
+it('decodes named HTML entities', () => {
+  const result = preprocessText('hans&commat;test&period;ch')
+  expect(result.normalized).toBe('hans@test.ch')
+  expect(result.wasModified).toBe(true)
+})
+
+it('preserves offset mapping through HTML entity decoding', () => {
+  const result = preprocessText('a&#64;b')
+  expect(result.normalized).toBe('a@b')
+  // 'a' at 0 maps to original 0
+  // '@' at 1 maps to original 1 (start of &#64;)
+  // 'b' at 2 maps to original 6
+  expect(result.toOriginalOffset(0)).toBe(0)
+  expect(result.toOriginalOffset(2)).toBe(6)
+})
+```
+
+- [x] **Step 2: Run test to verify it fails**
+
+Run: `cd ~/mingly && npx vitest run tests/unit/text-preprocessor.test.ts --reporter verbose 2>&1 | tail -20`
+Expected: FAIL
+
+- [x] **Step 3: Implement HTML entity decoding**
+
+Add after URL-decode step (Step 2) and before NFC (Step 3) in `preprocessText()`:
+
+```typescript
+// Step 2b: Decode HTML entities commonly used in PII evasion
+const preHtmlText = normalized
+const preHtmlMap = [...offsetMap]
+
+const htmlDecoded = decodeHtmlEntities(preHtmlText)
+if (htmlDecoded.text !== preHtmlText) {
+  wasModified = true
+  normalized = htmlDecoded.text
+  const newOffsetMap: number[] = []
+  for (let ni = 0; ni < htmlDecoded.text.length; ni++) {
+    const preHtmlIndex = htmlDecoded.toPreIndex(ni)
+    newOffsetMap.push(preHtmlMap[preHtmlIndex] ?? preHtmlIndex)
+  }
+  offsetMap.length = 0
+  offsetMap.push(...newOffsetMap)
+}
+```
+
+Add new function:
+```typescript
+/** PII-relevant HTML entities */
+const HTML_ENTITY_MAP: Record<string, string> = {
+  '&amp;': '&', '&lt;': '<', '&gt;': '>',
+  '&commat;': '@', '&period;': '.', '&plus;': '+',
+  '&hyphen;': '-', '&dash;': '-', '&num;': '#',
+  '&lpar;': '(', '&rpar;': ')',
+}
+
+function decodeHtmlEntities(text: string): {
+  text: string
+  toPreIndex(decodedIndex: number): number
+} {
+  const offsetMap: number[] = []
+  let decoded = ''
+  let i = 0
+
+  while (i < text.length) {
+    if (text[i] === '&') {
+      // Try numeric entity: &#DD; or &#xHH;
+      const numMatch = text.substring(i).match(/^&#(\d{1,4});/)
+      const hexMatch = text.substring(i).match(/^&#x([0-9A-Fa-f]{1,4});/)
+      // Try named entity
+      let namedMatch: string | null = null
+      for (const [entity, replacement] of Object.entries(HTML_ENTITY_MAP)) {
+        if (text.substring(i, i + entity.length) === entity) {
+          namedMatch = entity
+          break
+        }
+      }
+
+      if (numMatch) {
+        const charCode = parseInt(numMatch[1], 10)
+        if (charCode > 0 && charCode < 0x10000) {
+          offsetMap.push(i)
+          decoded += String.fromCharCode(charCode)
+          i += numMatch[0].length
+          continue
+        }
+      } else if (hexMatch) {
+        const charCode = parseInt(hexMatch[1], 16)
+        if (charCode > 0 && charCode < 0x10000) {
+          offsetMap.push(i)
+          decoded += String.fromCharCode(charCode)
+          i += hexMatch[0].length
+          continue
+        }
+      } else if (namedMatch) {
+        offsetMap.push(i)
+        decoded += HTML_ENTITY_MAP[namedMatch]
+        i += namedMatch.length
+        continue
+      }
+    }
+    offsetMap.push(i)
+    decoded += text[i]
+    i++
+  }
+
+  return {
+    text: decoded,
+    toPreIndex(decodedIndex: number): number {
+      return offsetMap[decodedIndex] ?? decodedIndex
+    }
+  }
+}
+```
+
+- [x] **Step 4: Run test to verify it passes**
+
+Run: `cd ~/mingly && npx vitest run tests/unit/text-preprocessor.test.ts --reporter verbose 2>&1 | tail -30`
+Expected: PASS
+
+- [x] **Step 5: Commit**
+
+```bash
+cd ~/mingly
+git add src/main/privacy/text-preprocessor.ts tests/unit/text-preprocessor.test.ts
+git commit -m "feat(privacy): add HTML entity decoding to text preprocessor"
+```
+
+---
+
+### Task 14: MEDIUM Backlog — Fullwidth Normalization
+
+**Files:**
+- Modify: `~/mingly/src/main/privacy/text-preprocessor.ts`
+- Modify: `~/mingly/tests/unit/text-preprocessor.test.ts`
+
+- [x] **Step 1: Write failing test for fullwidth normalization**
+
+```typescript
+it('normalizes fullwidth ASCII characters', () => {
+  // Fullwidth @ = U+FF20, fullwidth . = U+FF0E
+  const result = preprocessText('hans\uFF20test\uFF0Ech')
+  expect(result.normalized).toBe('hans@test.ch')
+  expect(result.wasModified).toBe(true)
+})
+
+it('normalizes fullwidth digits', () => {
+  // Fullwidth 0-9 = U+FF10-FF19
+  const result = preprocessText('\uFF10\uFF17\uFF18 123 45 67')
+  expect(result.normalized).toBe('078 123 45 67')
+  expect(result.wasModified).toBe(true)
+})
+```
+
+- [x] **Step 2: Run test to verify it fails**
+
+Run: `cd ~/mingly && npx vitest run tests/unit/text-preprocessor.test.ts --reporter verbose 2>&1 | tail -20`
+Expected: FAIL
+
+- [x] **Step 3: Implement fullwidth normalization**
+
+Add after HTML entity step and before NFC:
+
+```typescript
+// Step 2c: Normalize fullwidth ASCII characters (U+FF01-FF5E → U+0021-007E)
+const preFullwidthText = normalized
+let fullwidthModified = false
+let fullwidthResult = ''
+for (let fi = 0; fi < preFullwidthText.length; fi++) {
+  const code = preFullwidthText.charCodeAt(fi)
+  if (code >= 0xFF01 && code <= 0xFF5E) {
+    fullwidthResult += String.fromCharCode(code - 0xFEE0)
+    fullwidthModified = true
+  } else {
+    fullwidthResult += preFullwidthText[fi]
+  }
+}
+if (fullwidthModified) {
+  wasModified = true
+  normalized = fullwidthResult
+  // Offset map stays same (1:1 character replacement)
+}
+```
+
+- [x] **Step 4: Run test to verify it passes**
+
+Run: `cd ~/mingly && npx vitest run tests/unit/text-preprocessor.test.ts --reporter verbose 2>&1 | tail -30`
+Expected: PASS
+
+- [x] **Step 5: Run full test suite**
+
+Run: `cd ~/mingly && npx vitest run 2>&1 | tail -20`
+Expected: All tests pass
+
+- [x] **Step 6: Commit**
+
+```bash
+cd ~/mingly
+git add src/main/privacy/text-preprocessor.ts tests/unit/text-preprocessor.test.ts
+git commit -m "feat(privacy): add fullwidth ASCII normalization to text preprocessor"
+```
+
+---
+
+## Chunk 3: Build, Release, Deploy
+
+### Task 15: Build Mingly Release
+
+- [x] **Step 1: Run full test suite**
+
+```bash
+cd ~/mingly && npx vitest run 2>&1 | tail -30
+```
+Expected: All tests pass
+
+- [x] **Step 2: Build macOS release**
+
+```bash
+cd ~/mingly && npm run dist:mac
+```
+Expected: DMG + ZIP in `dist/` directory
+
+- [x] **Step 3: Verify build artifacts**
+
+```bash
+ls -la ~/mingly/dist/*.dmg ~/mingly/dist/*.zip 2>/dev/null
+```
+
+- [x] **Step 4: Commit any build-related changes if needed**
+
+---
+
+### Task 16: Create GitHub Release v0.7.0
+
+- [x] **Step 1: Push all mingly commits**
+
+```bash
+cd ~/mingly && git push origin main
+```
+
+- [x] **Step 2: Create GitHub Release**
+
+```bash
+cd ~/mingly && gh release create v0.7.0 \
+  --title "v0.7.0 — Swiss AI Privacy" \
+  --notes "$(cat <<'EOF'
+## Swiss AI Privacy
+
+Mingly v0.7.0 introduces **Swiss AI Privacy** — automatic on-device PII protection.
+
+### Highlights
+- **3-Layer PII Detection**: Regex → Swiss Patterns → piiranha-v1 NER (400M ONNX)
+- **17 PII Categories**: Names, addresses, AHV numbers, IBAN, health data, and more
+- **4 Privacy Modes**: Shield, Vault, Transparent, Local Only
+- **On-Device NER**: <50ms inference, no cloud required
+- **Red-Team Tested**: 143 test cases, 84.9% detection rate, 0 critical failures
+
+### Downloads
+- **macOS**: DMG (Apple Silicon) or ZIP
+- **Windows**: Installer or Portable
+- **Linux**: AppImage or .deb
+
+Full changelog: CHANGELOG.md
+EOF
+)" \
+  dist/Mingly-0.7.0-arm64.dmg \
+  dist/Mingly-0.7.0-arm64-mac.zip
+```
+
+---
+
+### Task 17: Deploy Website
+
+- [x] **Step 1: Push website changes**
+
+```bash
+cd ~/projects/mingly-website && git push origin main
+```
+Expected: Vercel auto-deploys on push
+
+- [x] **Step 2: Verify deployment**
+
+Check Vercel dashboard or `vercel ls` for successful deployment.
+
+- [x] **Step 3: Verify live site**
+
+Open mingly.ch, check:
+- Hero shows "Swiss AI Privacy"
+- Features show Swiss AI Privacy + NER first
+- Pricing shows privacy messaging
+- Use Cases show Arztpraxis first + Anwaltskanzlei
+- Download links point to v0.7.0
+- FAQ has expanded Swiss AI Privacy answer
+
+---
+
+### Task 18: Post-Release Verification
+
+- [x] **Step 1: Test download links**
+
+Verify that `https://github.com/Baldri/mingly/releases/download/v0.7.0/Mingly-0.7.0-arm64.dmg` returns 200.
+
+- [x] **Step 2: Update memory**
+
+Update `~/.claude/projects/-Users-holgervonellerts-projects/memory/MEMORY.md` with v0.7.0 release status.
diff --git a/package-lock.json b/package-lock.json
index 169c5b0..fc234fb 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -11,8 +11,8 @@
       "dependencies": {
         "@anthropic-ai/sdk": "^0.71.2",
         "@google/generative-ai": "^0.24.1",
+        "@huggingface/transformers": "^4.2.0",
         "@qdrant/js-client-rest": "^1.16.2",
-        "@xenova/transformers": "^2.17.2",
         "electron-updater": "^6.7.3",
         "lucide-react": "^0.563.0",
         "nanoid": "^5.1.6",
@@ -2577,7 +2577,6 @@
       "version": "1.11.1",
       "resolved": "https://registry.npmjs.org/@emnapi/runtime/-/runtime-1.11.1.tgz",
       "integrity": "sha512-vgj7R3y3Wgx24IQaGPA/R6YFXLHVMOZ0uVEyIQPaWs+rd1AzfEMXlAC22FYwO1XkKR6NPsq7mUandH8oIRdZFw==",
-      "dev": true,
       "license": "MIT",
       "optional": true,
       "dependencies": {
@@ -3125,30 +3124,17 @@
         "hono": "^4"
       }
     },
-    "node_modules/@huggingface/jinja": {
-      "version": "0.2.2",
-      "resolved": "https://registry.npmjs.org/@huggingface/jinja/-/jinja-0.2.2.tgz",
-      "integrity": "sha512-/KPde26khDUIPkTGU82jdtTW9UAuvUTumCAbFs/7giR0SxsvZC4hru51PBvpijH6BVkHcROcvZM/lpy5h1jRRA==",
-      "license": "MIT",
-      "engines": {
-        "node": ">=18"
-      }
-    },
     "node_modules/@huggingface/tokenizers": {
       "version": "0.1.3",
       "resolved": "https://registry.npmjs.org/@huggingface/tokenizers/-/tokenizers-0.1.3.tgz",
       "integrity": "sha512-8rF/RRT10u+kn7YuUbUg0OF30K8rjTc78aHpxT+qJ1uWSqxT1MHi8+9ltwYfkFYJzT/oS+qw3JVfHtNMGAdqyA==",
-      "dev": true,
-      "license": "Apache-2.0",
-      "optional": true
+      "license": "Apache-2.0"
     },
     "node_modules/@huggingface/transformers": {
       "version": "4.2.0",
       "resolved": "https://registry.npmjs.org/@huggingface/transformers/-/transformers-4.2.0.tgz",
       "integrity": "sha512-8BRCoBMH0XsWaEIamuR0LrJGAfftgHAfb2Vrffy0VKlSAE/MnUJ5/h/zTfEP3fDIft+nk7TqB8xXEyABGitBjQ==",
-      "dev": true,
       "license": "Apache-2.0",
-      "optional": true,
       "dependencies": {
         "@huggingface/jinja": "^0.5.6",
         "@huggingface/tokenizers": "^0.1.3",
@@ -3161,9 +3147,7 @@
       "version": "0.5.9",
       "resolved": "https://registry.npmjs.org/@huggingface/jinja/-/jinja-0.5.9.tgz",
       "integrity": "sha512-uWTG+l3VJRsl7EXxYizuL3P+cCPoc3cRqbWWRcQN0FhejRfbdq0RNhCmbY/YDtnTcz9icdLYuLDjsnz4d8JMuw==",
-      "dev": true,
       "license": "MIT",
-      "optional": true,
       "engines": {
         "node": ">=18"
       }
@@ -3172,34 +3156,26 @@
       "version": "25.9.23",
       "resolved": "https://registry.npmjs.org/flatbuffers/-/flatbuffers-25.9.23.tgz",
       "integrity": "sha512-MI1qs7Lo4Syw0EOzUl0xjs2lsoeqFku44KpngfIduHBYvzm8h2+7K8YMQh1JtVVVrUvhLpNwqVi4DERegUJhPQ==",
-      "dev": true,
-      "license": "Apache-2.0",
-      "optional": true
+      "license": "Apache-2.0"
     },
     "node_modules/@huggingface/transformers/node_modules/long": {
       "version": "5.3.2",
       "resolved": "https://registry.npmjs.org/long/-/long-5.3.2.tgz",
       "integrity": "sha512-mNAgZ1GmyNhD7AuqnTG3/VQ26o760+ZYBPKjPvugO8+nLbYfX6TVpJPseBvopbdY+qpZ/lKUnmEc1LeZYS3QAA==",
-      "dev": true,
-      "license": "Apache-2.0",
-      "optional": true
+      "license": "Apache-2.0"
     },
     "node_modules/@huggingface/transformers/node_modules/onnxruntime-common": {
       "version": "1.24.3",
       "resolved": "https://registry.npmjs.org/onnxruntime-common/-/onnxruntime-common-1.24.3.tgz",
       "integrity": "sha512-GeuPZO6U/LBJXvwdaqHbuUmoXiEdeCjWi/EG7Y1HNnDwJYuk6WUbNXpF6luSUY8yASul3cmUlLGrCCL1ZgVXqA==",
-      "dev": true,
-      "license": "MIT",
-      "optional": true
+      "license": "MIT"
     },
     "node_modules/@huggingface/transformers/node_modules/onnxruntime-node": {
       "version": "1.24.3",
       "resolved": "https://registry.npmjs.org/onnxruntime-node/-/onnxruntime-node-1.24.3.tgz",
       "integrity": "sha512-JH7+czbc8ALA819vlTgcV+Q214/+VjGeBHDjX81+ZCD0PCVCIFGFNtT0V4sXG/1JXypKPgScQcB3ij/hk3YnTg==",
-      "dev": true,
       "hasInstallScript": true,
       "license": "MIT",
-      "optional": true,
       "os": [
         "win32",
         "darwin",
@@ -3215,9 +3191,7 @@
       "version": "1.26.0-dev.20260416-b7804b056c",
       "resolved": "https://registry.npmjs.org/onnxruntime-web/-/onnxruntime-web-1.26.0-dev.20260416-b7804b056c.tgz",
       "integrity": "sha512-MD6Ss4GSpQBo6zqoJzyT9LRbKYs7x/JVN23FT24EcEvlqF4VuzPOeH6X38orZPKHQDbprn7K+SBpu0/mj2CQiw==",
-      "dev": true,
       "license": "MIT",
-      "optional": true,
       "dependencies": {
         "flatbuffers": "^25.1.24",
         "guid-typescript": "^1.0.9",
@@ -3231,18 +3205,14 @@
       "version": "1.24.0-dev.20251116-b39e144322",
       "resolved": "https://registry.npmjs.org/onnxruntime-common/-/onnxruntime-common-1.24.0-dev.20251116-b39e144322.tgz",
       "integrity": "sha512-BOoomdHYmNRL5r4iQ4bMvsl2t0/hzVQ3OM3PHD0gxeXu1PmggqBv3puZicEUVOA3AtHHYmqZtjMj9FOfGrATTw==",
-      "dev": true,
-      "license": "MIT",
-      "optional": true
+      "license": "MIT"
     },
     "node_modules/@huggingface/transformers/node_modules/protobufjs": {
       "version": "7.6.4",
       "resolved": "https://registry.npmjs.org/protobufjs/-/protobufjs-7.6.4.tgz",
       "integrity": "sha512-RJJPTTpvFfHcWLkIa2JFWK4XvtSzS0yEWDmunqHXli1h3JlkbcQZXDZdcWxv+JK3Xsl5/UFDPZ0iGm7DAengYw==",
-      "dev": true,
       "hasInstallScript": true,
       "license": "BSD-3-Clause",
-      "optional": true,
       "dependencies": {
         "@protobufjs/aspromise": "^1.1.2",
         "@protobufjs/base64": "^1.1.2",
@@ -3264,9 +3234,7 @@
       "version": "7.8.5",
       "resolved": "https://registry.npmjs.org/semver/-/semver-7.8.5.tgz",
       "integrity": "sha512-Y7/KDsb8LjooZpwaqGyulO6DQlksgCncchHGk+sZIY4SBvUocMBEFH5Ur1fI4dV+Jvl0w6cjvucaIi40puRioA==",
-      "dev": true,
       "license": "ISC",
-      "optional": true,
       "bin": {
         "semver": "bin/semver.js"
       },
@@ -3278,10 +3246,8 @@
       "version": "0.34.5",
       "resolved": "https://registry.npmjs.org/sharp/-/sharp-0.34.5.tgz",
       "integrity": "sha512-Ou9I5Ft9WNcCbXrU9cMgPBcCK8LiwLqcbywW3t4oDV37n1pzpuNLsYiAV8eODnjbtQlSDwZ2cUEeQz4E54Hltg==",
-      "dev": true,
       "hasInstallScript": true,
       "license": "Apache-2.0",
-      "optional": true,
       "dependencies": {
         "@img/colour": "^1.0.0",
         "detect-libc": "^2.1.2",
@@ -3363,9 +3329,7 @@
       "version": "1.1.0",
       "resolved": "https://registry.npmjs.org/@img/colour/-/colour-1.1.0.tgz",
       "integrity": "sha512-Td76q7j57o/tLVdgS746cYARfSyxk8iEfRxewL9h4OMzYhbW4TAcppl0mT4eyqXddh6L/jwoM75mo7ixa/pCeQ==",
-      "dev": true,
       "license": "MIT",
-      "optional": true,
       "engines": {
         "node": ">=18"
       }
@@ -3377,7 +3341,6 @@
       "cpu": [
         "arm64"
       ],
-      "dev": true,
       "license": "Apache-2.0",
       "optional": true,
       "os": [
@@ -3400,7 +3363,6 @@
       "cpu": [
         "x64"
       ],
-      "dev": true,
       "license": "Apache-2.0",
       "optional": true,
       "os": [
@@ -3423,7 +3385,6 @@
       "cpu": [
         "arm64"
       ],
-      "dev": true,
       "license": "LGPL-3.0-or-later",
       "optional": true,
       "os": [
@@ -3440,7 +3401,6 @@
       "cpu": [
         "x64"
       ],
-      "dev": true,
       "license": "LGPL-3.0-or-later",
       "optional": true,
       "os": [
@@ -3457,7 +3417,6 @@
       "cpu": [
         "arm"
       ],
-      "dev": true,
       "license": "LGPL-3.0-or-later",
       "optional": true,
       "os": [
@@ -3474,7 +3433,6 @@
       "cpu": [
         "arm64"
       ],
-      "dev": true,
       "license": "LGPL-3.0-or-later",
       "optional": true,
       "os": [
@@ -3491,7 +3449,6 @@
       "cpu": [
         "ppc64"
       ],
-      "dev": true,
       "license": "LGPL-3.0-or-later",
       "optional": true,
       "os": [
@@ -3508,7 +3465,6 @@
       "cpu": [
         "riscv64"
       ],
-      "dev": true,
       "license": "LGPL-3.0-or-later",
       "optional": true,
       "os": [
@@ -3525,7 +3481,6 @@
       "cpu": [
         "s390x"
       ],
-      "dev": true,
       "license": "LGPL-3.0-or-later",
       "optional": true,
       "os": [
@@ -3542,7 +3497,6 @@
       "cpu": [
         "x64"
       ],
-      "dev": true,
       "license": "LGPL-3.0-or-later",
       "optional": true,
       "os": [
@@ -3559,7 +3513,6 @@
       "cpu": [
         "arm64"
       ],
-      "dev": true,
       "license": "LGPL-3.0-or-later",
       "optional": true,
       "os": [
@@ -3576,7 +3529,6 @@
       "cpu": [
         "x64"
       ],
-      "dev": true,
       "license": "LGPL-3.0-or-later",
       "optional": true,
       "os": [
@@ -3593,7 +3545,6 @@
       "cpu": [
         "arm"
       ],
-      "dev": true,
       "license": "Apache-2.0",
       "optional": true,
       "os": [
@@ -3616,7 +3567,6 @@
       "cpu": [
         "arm64"
       ],
-      "dev": true,
       "license": "Apache-2.0",
       "optional": true,
       "os": [
@@ -3639,7 +3589,6 @@
       "cpu": [
         "ppc64"
       ],
-      "dev": true,
       "license": "Apache-2.0",
       "optional": true,
       "os": [
@@ -3662,7 +3611,6 @@
       "cpu": [
         "riscv64"
       ],
-      "dev": true,
       "license": "Apache-2.0",
       "optional": true,
       "os": [
@@ -3685,7 +3633,6 @@
       "cpu": [
         "s390x"
       ],
-      "dev": true,
       "license": "Apache-2.0",
       "optional": true,
       "os": [
@@ -3708,7 +3655,6 @@
       "cpu": [
         "x64"
       ],
-      "dev": true,
       "license": "Apache-2.0",
       "optional": true,
       "os": [
@@ -3731,7 +3677,6 @@
       "cpu": [
         "arm64"
       ],
-      "dev": true,
       "license": "Apache-2.0",
       "optional": true,
       "os": [
@@ -3754,7 +3699,6 @@
       "cpu": [
         "x64"
       ],
-      "dev": true,
       "license": "Apache-2.0",
       "optional": true,
       "os": [
@@ -3777,7 +3721,6 @@
       "cpu": [
         "wasm32"
       ],
-      "dev": true,
       "license": "Apache-2.0 AND LGPL-3.0-or-later AND MIT",
       "optional": true,
       "dependencies": {
@@ -3797,7 +3740,6 @@
       "cpu": [
         "arm64"
       ],
-      "dev": true,
       "license": "Apache-2.0 AND LGPL-3.0-or-later",
       "optional": true,
       "os": [
@@ -3817,7 +3759,6 @@
       "cpu": [
         "ia32"
       ],
-      "dev": true,
       "license": "Apache-2.0 AND LGPL-3.0-or-later",
       "optional": true,
       "os": [
@@ -3837,7 +3778,6 @@
       "cpu": [
         "x64"
       ],
-      "dev": true,
       "license": "Apache-2.0 AND LGPL-3.0-or-later",
       "optional": true,
       "os": [
@@ -5600,12 +5540,6 @@
       "integrity": "sha512-Ddb+kVXlXst9d+R9PfTIxh1EdNkgoRe5tOX6t01f1lYWOvJnSPDBlG241QLzcyPdoNTsblLUdujGSE4RzrTZGQ==",
       "license": "BSD-3-Clause"
     },
-    "node_modules/@protobufjs/inquire": {
-      "version": "1.1.0",
-      "resolved": "https://registry.npmjs.org/@protobufjs/inquire/-/inquire-1.1.0.tgz",
-      "integrity": "sha512-kdSefcPdruJiFMVSbn801t4vFK7KB/5gd2fYvrxhuJYg8ILrmn9SKSX2tZdV6V+ksulWqS7aXjBcRXl3wHoD9Q==",
-      "license": "BSD-3-Clause"
-    },
     "node_modules/@protobufjs/path": {
       "version": "1.1.2",
       "resolved": "https://registry.npmjs.org/@protobufjs/path/-/path-1.1.2.tgz",
@@ -7798,12 +7732,6 @@
         "@types/node": "*"
       }
     },
-    "node_modules/@types/long": {
-      "version": "4.0.2",
-      "resolved": "https://registry.npmjs.org/@types/long/-/long-4.0.2.tgz",
-      "integrity": "sha512-MqTGEo5bj5t157U6fA/BiDynNkn0YknVdh48CMPkTSpFTVmvao5UQmm7uEF6xBEo7qIMAlY/JSleYaE6VOdpaA==",
-      "license": "MIT"
-    },
     "node_modules/@types/mdast": {
       "version": "4.0.4",
       "resolved": "https://registry.npmjs.org/@types/mdast/-/mdast-4.0.4.tgz",
@@ -8188,20 +8116,6 @@
         "url": "https://opencollective.com/vitest"
       }
     },
-    "node_modules/@xenova/transformers": {
-      "version": "2.17.2",
-      "resolved": "https://registry.npmjs.org/@xenova/transformers/-/transformers-2.17.2.tgz",
-      "integrity": "sha512-lZmHqzrVIkSvZdKZEx7IYY51TK0WDrC8eR0c5IMnBsO8di8are1zzw8BlLhyO2TklZKLN5UffNGs1IJwT6oOqQ==",
-      "license": "Apache-2.0",
-      "dependencies": {
-        "@huggingface/jinja": "^0.2.2",
-        "onnxruntime-web": "1.14.0",
-        "sharp": "^0.32.0"
-      },
-      "optionalDependencies": {
-        "onnxruntime-node": "1.14.0"
-      }
-    },
     "node_modules/@xmldom/xmldom": {
       "version": "0.8.13",
       "resolved": "https://registry.npmjs.org/@xmldom/xmldom/-/xmldom-0.8.13.tgz",
@@ -8281,9 +8195,7 @@
       "version": "0.5.18",
       "resolved": "https://registry.npmjs.org/adm-zip/-/adm-zip-0.5.18.tgz",
       "integrity": "sha512-ufJnssQGbxzLNS1Ho9bCtX4rQKCCvoVuDLHoJyc3F9dOGDB4BkWs2Ci0kv53lqocAEQ/Cbi+I2XCsNYGqVYqng==",
-      "dev": true,
       "license": "MIT",
-      "optional": true,
       "engines": {
         "node": ">=12.0"
       }
@@ -8863,101 +8775,11 @@
       "dev": true,
       "license": "MIT"
     },
-    "node_modules/bare-events": {
-      "version": "2.8.2",
-      "resolved": "https://registry.npmjs.org/bare-events/-/bare-events-2.8.2.tgz",
-      "integrity": "sha512-riJjyv1/mHLIPX4RwiK+oW9/4c3TEUeORHKefKAKnZ5kyslbN+HXowtbaVEqt4IMUB7OXlfixcs6gsFeo/jhiQ==",
-      "license": "Apache-2.0",
-      "peerDependencies": {
-        "bare-abort-controller": "*"
-      },
-      "peerDependenciesMeta": {
-        "bare-abort-controller": {
-          "optional": true
-        }
-      }
-    },
-    "node_modules/bare-fs": {
-      "version": "4.5.3",
-      "resolved": "https://registry.npmjs.org/bare-fs/-/bare-fs-4.5.3.tgz",
-      "integrity": "sha512-9+kwVx8QYvt3hPWnmb19tPnh38c6Nihz8Lx3t0g9+4GoIf3/fTgYwM4Z6NxgI+B9elLQA7mLE9PpqcWtOMRDiQ==",
-      "license": "Apache-2.0",
-      "optional": true,
-      "dependencies": {
-        "bare-events": "^2.5.4",
-        "bare-path": "^3.0.0",
-        "bare-stream": "^2.6.4",
-        "bare-url": "^2.2.2",
-        "fast-fifo": "^1.3.2"
-      },
-      "engines": {
-        "bare": ">=1.16.0"
-      },
-      "peerDependencies": {
-        "bare-buffer": "*"
-      },
-      "peerDependenciesMeta": {
-        "bare-buffer": {
-          "optional": true
-        }
-      }
-    },
-    "node_modules/bare-os": {
-      "version": "3.6.2",
-      "resolved": "https://registry.npmjs.org/bare-os/-/bare-os-3.6.2.tgz",
-      "integrity": "sha512-T+V1+1srU2qYNBmJCXZkUY5vQ0B4FSlL3QDROnKQYOqeiQR8UbjNHlPa+TIbM4cuidiN9GaTaOZgSEgsvPbh5A==",
-      "license": "Apache-2.0",
-      "optional": true,
-      "engines": {
-        "bare": ">=1.14.0"
-      }
-    },
-    "node_modules/bare-path": {
-      "version": "3.0.0",
-      "resolved": "https://registry.npmjs.org/bare-path/-/bare-path-3.0.0.tgz",
-      "integrity": "sha512-tyfW2cQcB5NN8Saijrhqn0Zh7AnFNsnczRcuWODH0eYAXBsJ5gVxAUuNr7tsHSC6IZ77cA0SitzT+s47kot8Mw==",
-      "license": "Apache-2.0",
-      "optional": true,
-      "dependencies": {
-        "bare-os": "^3.0.1"
-      }
-    },
-    "node_modules/bare-stream": {
-      "version": "2.7.0",
-      "resolved": "https://registry.npmjs.org/bare-stream/-/bare-stream-2.7.0.tgz",
-      "integrity": "sha512-oyXQNicV1y8nc2aKffH+BUHFRXmx6VrPzlnaEvMhram0nPBrKcEdcyBg5r08D0i8VxngHFAiVyn1QKXpSG0B8A==",
-      "license": "Apache-2.0",
-      "optional": true,
-      "dependencies": {
-        "streamx": "^2.21.0"
-      },
-      "peerDependencies": {
-        "bare-buffer": "*",
-        "bare-events": "*"
-      },
-      "peerDependenciesMeta": {
-        "bare-buffer": {
-          "optional": true
-        },
-        "bare-events": {
-          "optional": true
-        }
-      }
-    },
-    "node_modules/bare-url": {
-      "version": "2.3.2",
-      "resolved": "https://registry.npmjs.org/bare-url/-/bare-url-2.3.2.tgz",
-      "integrity": "sha512-ZMq4gd9ngV5aTMa5p9+UfY0b3skwhHELaDkhEHetMdX0LRkW9kzaym4oo/Eh+Ghm0CCDuMTsRIGM/ytUc1ZYmw==",
-      "license": "Apache-2.0",
-      "optional": true,
-      "dependencies": {
-        "bare-path": "^3.0.0"
-      }
-    },
     "node_modules/base64-js": {
       "version": "1.5.1",
       "resolved": "https://registry.npmjs.org/base64-js/-/base64-js-1.5.1.tgz",
       "integrity": "sha512-AKpaYlHn8t4SVbOHCy+b5+KKgvR4vrsD8vbvrbiQJps7fKDTkjkDry6ji0rUJjC0kzbNePLwzxq8iypo41qeWA==",
+      "dev": true,
       "funding": [
         {
           "type": "github",
@@ -9068,7 +8890,9 @@
       "version": "4.1.0",
       "resolved": "https://registry.npmjs.org/bl/-/bl-4.1.0.tgz",
       "integrity": "sha512-1W07cM9gS6DcLperZfFSj+bWLtaPGSOHWhPiGzXmvVJbRLdG82sH/Kn8EtW1VqWVA54AKf2h5k5BbnIbwF3h6w==",
+      "dev": true,
       "license": "MIT",
+      "peer": true,
       "dependencies": {
         "buffer": "^5.5.0",
         "inherits": "^2.0.4",
@@ -9153,9 +8977,7 @@
       "resolved": "https://registry.npmjs.org/boolean/-/boolean-3.2.0.tgz",
       "integrity": "sha512-d0II/GO9uf9lfUHH2BQsjxzRJZBdsjgsBiW4BvhWk/3qoKwQFjIDVN19PfX8F2D/r9PCMTtLWjYVCFrpeYUzsw==",
       "deprecated": "Package no longer supported. Contact Support at https://www.npmjs.com/support for more info.",
-      "dev": true,
-      "license": "MIT",
-      "optional": true
+      "license": "MIT"
     },
     "node_modules/bowser": {
       "version": "2.14.1",
@@ -9236,6 +9058,7 @@
       "version": "5.7.1",
       "resolved": "https://registry.npmjs.org/buffer/-/buffer-5.7.1.tgz",
       "integrity": "sha512-EHcyIPBQ4BSGlvjB16k5KgAJ27CIsHY/2JBmCRReo48y9rQ3MaUzWX3KVlBa4U7MyX02HdVj0K7C3WaB3ju7FQ==",
+      "dev": true,
       "funding": [
         {
           "type": "github",
@@ -9828,23 +9651,11 @@
         "node": ">=0.10.0"
       }
     },
-    "node_modules/color": {
-      "version": "4.2.3",
-      "resolved": "https://registry.npmjs.org/color/-/color-4.2.3.tgz",
-      "integrity": "sha512-1rXeuUUiGGrykh+CeBdu5Ie7OJwinCgQY0bc7GCRxy5xVHy+moaqkpL/jqQq0MtQOeYcrqEz4abc5f0KtU7W4A==",
-      "license": "MIT",
-      "dependencies": {
-        "color-convert": "^2.0.1",
-        "color-string": "^1.9.0"
-      },
-      "engines": {
-        "node": ">=12.5.0"
-      }
-    },
     "node_modules/color-convert": {
       "version": "2.0.1",
       "resolved": "https://registry.npmjs.org/color-convert/-/color-convert-2.0.1.tgz",
       "integrity": "sha512-RRECPsj7iu/xb5oKYcsFHSppFNnsj/52OVTRKb4zP5onXwVF3zVmmToNcOfGC+CRDpfK/U584fMg38ZHCaElKQ==",
+      "dev": true,
       "license": "MIT",
       "dependencies": {
         "color-name": "~1.1.4"
@@ -9857,18 +9668,9 @@
       "version": "1.1.4",
       "resolved": "https://registry.npmjs.org/color-name/-/color-name-1.1.4.tgz",
       "integrity": "sha512-dOy+3AuW3a2wNbZHIuMZpTcgjGuLU/uBL/ubcZF9OXbDo8ff4O8yVp5Bf0efS8uEoYo5q4Fx7dY9OgQGXgAsQA==",
+      "dev": true,
       "license": "MIT"
     },
-    "node_modules/color-string": {
-      "version": "1.9.1",
-      "resolved": "https://registry.npmjs.org/color-string/-/color-string-1.9.1.tgz",
-      "integrity": "sha512-shrVawQFojnZv6xM40anx4CkoDP+fZsw/ZerEMsW/pyzsRbElpsL/DBVW7q3ExxwusdNXI3lXpuhEZkzs8p5Eg==",
-      "license": "MIT",
-      "dependencies": {
-        "color-name": "^1.0.0",
-        "simple-swizzle": "^0.2.2"
-      }
-    },
     "node_modules/combined-stream": {
       "version": "1.0.8",
       "resolved": "https://registry.npmjs.org/combined-stream/-/combined-stream-1.0.8.tgz",
@@ -10406,6 +10208,7 @@
       "version": "6.0.0",
       "resolved": "https://registry.npmjs.org/decompress-response/-/decompress-response-6.0.0.tgz",
       "integrity": "sha512-aW35yZM6Bb/4oJlZncMH2LCoZtJXTRxES17vE3hoRiowU2kWHaJKFkSBDnDR+cm9J+9QhXmREyIfv0pji9ejCQ==",
+      "dev": true,
       "license": "MIT",
       "dependencies": {
         "mimic-response": "^3.1.0"
@@ -10421,6 +10224,7 @@
       "version": "3.1.0",
       "resolved": "https://registry.npmjs.org/mimic-response/-/mimic-response-3.1.0.tgz",
       "integrity": "sha512-z0yWI+4FDrrweS8Zmt4Ej5HdJmky15+L2e6Wgn3+iK5fWzb6T3fhNFq2+MeTRb064c6Wr4N/wv0DzQTjNzHNGQ==",
+      "dev": true,
       "license": "MIT",
       "engines": {
         "node": ">=10"
@@ -10444,15 +10248,6 @@
         }
       }
     },
-    "node_modules/deep-extend": {
-      "version": "0.6.0",
-      "resolved": "https://registry.npmjs.org/deep-extend/-/deep-extend-0.6.0.tgz",
-      "integrity": "sha512-LOHxIOaPYdHlJRtCQfDIVZtfw/ufM8+rVj649RIHzcm/vGwQRXFt6OPqIFWsm2XEMrNIEtWR64sY1LEKD2vAOA==",
-      "license": "MIT",
-      "engines": {
-        "node": ">=4.0.0"
-      }
-    },
     "node_modules/default-browser": {
       "version": "5.5.0",
       "resolved": "https://registry.npmjs.org/default-browser/-/default-browser-5.5.0.tgz",
@@ -10499,9 +10294,7 @@
       "version": "1.1.4",
       "resolved": "https://registry.npmjs.org/define-data-property/-/define-data-property-1.1.4.tgz",
       "integrity": "sha512-rBMvIzlpA8v6E+SJZoo++HAYqsLrkg7MSfIinMPFhmkorw7X+dOXVJQs+QT69zGkzMyfDnIMN2Wid1+NbL3T+A==",
-      "dev": true,
       "license": "MIT",
-      "optional": true,
       "dependencies": {
         "es-define-property": "^1.0.0",
         "es-errors": "^1.3.0",
@@ -10532,9 +10325,7 @@
       "version": "1.2.1",
       "resolved": "https://registry.npmjs.org/define-properties/-/define-properties-1.2.1.tgz",
       "integrity": "sha512-8QmQKqEASLd5nx0U1B1okLElbUuuttJ/AnYmRXbbbGDWh6uS208EjD4Xqq/I9wK7u0v6O08XhTWnt5XtEbR6Dg==",
-      "dev": true,
       "license": "MIT",
-      "optional": true,
       "dependencies": {
         "define-data-property": "^1.0.1",
         "has-property-descriptors": "^1.0.0",
@@ -10607,9 +10398,7 @@
       "version": "2.1.0",
       "resolved": "https://registry.npmjs.org/detect-node/-/detect-node-2.1.0.tgz",
       "integrity": "sha512-T0NIuQpnTvFDATNuHN5roPwSBG83rFsuO+MXXH9/3N1eFbn4wcPjttvjMLEPWJ0RGUYgQE7cGgS3tNxbqCGM7g==",
-      "dev": true,
-      "license": "MIT",
-      "optional": true
+      "license": "MIT"
     },
     "node_modules/devlop": {
       "version": "1.1.0",
@@ -11167,6 +10956,7 @@
       "version": "1.4.5",
       "resolved": "https://registry.npmjs.org/end-of-stream/-/end-of-stream-1.4.5.tgz",
       "integrity": "sha512-ooEGc6HP26xXq/N+GCGOT0JKCLDGrq2bQUZrQ7gyrJiZANJ/8YDTxTpQBXGMn+WbIQXNVpyWymm7KYVICQnyOg==",
+      "dev": true,
       "license": "MIT",
       "dependencies": {
         "once": "^1.4.0"
@@ -11276,7 +11066,6 @@
       "version": "1.0.1",
       "resolved": "https://registry.npmjs.org/es-define-property/-/es-define-property-1.0.1.tgz",
       "integrity": "sha512-e3nRfgfUZ4rNGL232gUgX06QNyyez04KdjFrF+LTRoOXmrOgFKDg4BCdsjW8EnT69eqdYGmRpJwiPVYNrCaW3g==",
-      "dev": true,
       "license": "MIT",
       "engines": {
         "node": ">= 0.4"
@@ -11286,7 +11075,6 @@
       "version": "1.3.0",
       "resolved": "https://registry.npmjs.org/es-errors/-/es-errors-1.3.0.tgz",
       "integrity": "sha512-Zf5H2Kxt2xjTvbJvP2ZWLEICxA6j+hAmMzIlypy4xcBg1vKVnx89Wy0GbS+kf5cwCVFFzdCFh2XSCFNULS6csw==",
-      "dev": true,
       "license": "MIT",
       "engines": {
         "node": ">= 0.4"
@@ -11332,9 +11120,7 @@
       "version": "4.1.1",
       "resolved": "https://registry.npmjs.org/es6-error/-/es6-error-4.1.1.tgz",
       "integrity": "sha512-Um/+FxMr9CISWh0bi5Zv0iOD+4cFh5qLeks1qhAopKVAJw3drgKbKySikp7wGhDL0HPeaja0P5ULZrxLkniUVg==",
-      "dev": true,
-      "license": "MIT",
-      "optional": true
+      "license": "MIT"
     },
     "node_modules/es6-promisify": {
       "version": "7.0.0",
@@ -11417,9 +11203,7 @@
       "version": "4.0.0",
       "resolved": "https://registry.npmjs.org/escape-string-regexp/-/escape-string-regexp-4.0.0.tgz",
       "integrity": "sha512-TtpcNJ3XAzx3Gq8sWRzJaVajRs0uVxA2YAkdb1jm2YkPz4G6egUFAyA3n5vtEIZefPk5Wa4UXbKuS5fKkJWdgA==",
-      "dev": true,
       "license": "MIT",
-      "optional": true,
       "engines": {
         "node": ">=10"
       },
@@ -11532,15 +11316,6 @@
         "node": ">=0.8.x"
       }
     },
-    "node_modules/events-universal": {
-      "version": "1.0.1",
-      "resolved": "https://registry.npmjs.org/events-universal/-/events-universal-1.0.1.tgz",
-      "integrity": "sha512-LUd5euvbMLpwOF8m6ivPCbhQeSiYVNb8Vs0fQ8QjXo0JTkEHpz8pxdQf0gStltaPpw0Cca8b39KxvK9cfKRiAw==",
-      "license": "Apache-2.0",
-      "dependencies": {
-        "bare-events": "^2.7.0"
-      }
-    },
     "node_modules/eventsource": {
       "version": "3.0.7",
       "resolved": "https://registry.npmjs.org/eventsource/-/eventsource-3.0.7.tgz",
@@ -11634,15 +11409,6 @@
         "url": "https://github.com/sponsors/sindresorhus"
       }
     },
-    "node_modules/expand-template": {
-      "version": "2.0.3",
-      "resolved": "https://registry.npmjs.org/expand-template/-/expand-template-2.0.3.tgz",
-      "integrity": "sha512-XYfuKMvj4O35f/pOXLObndIRvyQ+/+6AhODh+OKWj9S9498pHHn/IMszH+gt0fBCRWMNfk1ZSp5x3AifmnI2vg==",
-      "license": "(MIT OR WTFPL)",
-      "engines": {
-        "node": ">=6"
-      }
-    },
     "node_modules/expect-type": {
       "version": "1.3.0",
       "resolved": "https://registry.npmjs.org/expect-type/-/expect-type-1.3.0.tgz",
@@ -11796,12 +11562,6 @@
       "dev": true,
       "license": "MIT"
     },
-    "node_modules/fast-fifo": {
-      "version": "1.3.2",
-      "resolved": "https://registry.npmjs.org/fast-fifo/-/fast-fifo-1.3.2.tgz",
-      "integrity": "sha512-/d9sfos4yxzpwkDkuN7k2SqFKtYNmCTzgfEpz82x34IM9/zc8KGxQoXg1liNC/izpRM/MBdt44Nmx41ZWqk+FQ==",
-      "license": "MIT"
-    },
     "node_modules/fast-glob": {
       "version": "3.3.3",
       "resolved": "https://registry.npmjs.org/fast-glob/-/fast-glob-3.3.3.tgz",
@@ -12109,12 +11869,6 @@
         "url": "https://opencollective.com/express"
       }
     },
-    "node_modules/flatbuffers": {
-      "version": "1.12.0",
-      "resolved": "https://registry.npmjs.org/flatbuffers/-/flatbuffers-1.12.0.tgz",
-      "integrity": "sha512-c7CZADjRcl6j0PlvFy0ZqXQ67qSEZfrVPynmnL+2zPc+NtMvrF8Y0QceMo7QqnSPc7+uWjUIAbvCQ5WIKlMVdQ==",
-      "license": "SEE LICENSE IN LICENSE.txt"
-    },
     "node_modules/fn.name": {
       "version": "1.1.0",
       "resolved": "https://registry.npmjs.org/fn.name/-/fn.name-1.1.0.tgz",
@@ -12236,7 +11990,9 @@
       "version": "1.0.0",
       "resolved": "https://registry.npmjs.org/fs-constants/-/fs-constants-1.0.0.tgz",
       "integrity": "sha512-y6OAwoSIf7FyjMIv94u+b5rdheZEjzR63GTyZJm5qh4Bi+2YgwLCcI/fPFZkL5PSixOt6ZNKm+w+Hfp/Bciwow==",
-      "license": "MIT"
+      "dev": true,
+      "license": "MIT",
+      "peer": true
     },
     "node_modules/fs-extra": {
       "version": "8.1.0",
@@ -12517,12 +12273,6 @@
         "node": ">= 20"
       }
     },
-    "node_modules/github-from-package": {
-      "version": "0.0.0",
-      "resolved": "https://registry.npmjs.org/github-from-package/-/github-from-package-0.0.0.tgz",
-      "integrity": "sha512-SyHy3T1v2NUXn29OsWdxmK6RwHD+vkj3v8en8AOBZ1wBQ/hCAQ5bAQTD02kW4W9tUp/3Qh6J8r9EvntiyCmOOw==",
-      "license": "MIT"
-    },
     "node_modules/glob": {
       "version": "7.2.3",
       "resolved": "https://registry.npmjs.org/glob/-/glob-7.2.3.tgz",
@@ -12586,9 +12336,7 @@
       "version": "3.0.0",
       "resolved": "https://registry.npmjs.org/global-agent/-/global-agent-3.0.0.tgz",
       "integrity": "sha512-PT6XReJ+D07JvGoxQMkT6qji/jVNfX/h364XHZOWeRzy64sSFr+xJ5OX7LI3b4MPQzdL4H8Y8M0xzPpsVMwA8Q==",
-      "dev": true,
       "license": "BSD-3-Clause",
-      "optional": true,
       "dependencies": {
         "boolean": "^3.0.1",
         "es6-error": "^4.1.1",
@@ -12605,9 +12353,7 @@
       "version": "7.7.3",
       "resolved": "https://registry.npmjs.org/semver/-/semver-7.7.3.tgz",
       "integrity": "sha512-SdsKMrI9TdgjdweUSR9MweHA4EJ8YxHn8DFaDisvhVlUOe4BF1tLD7GAj0lIqWVl+dPb/rExr0Btby5loQm20Q==",
-      "dev": true,
       "license": "ISC",
-      "optional": true,
       "bin": {
         "semver": "bin/semver.js"
       },
@@ -12619,9 +12365,7 @@
       "version": "1.0.4",
       "resolved": "https://registry.npmjs.org/globalthis/-/globalthis-1.0.4.tgz",
       "integrity": "sha512-DpLKbNU4WylpxJykQujfCcwYWiV/Jhm50Goo0wrVILAv5jOr9d+H+UR3PhSCD2rCCEIg0uc+G+muBTwD54JhDQ==",
-      "dev": true,
       "license": "MIT",
-      "optional": true,
       "dependencies": {
         "define-properties": "^1.2.1",
         "gopd": "^1.0.1"
@@ -12684,7 +12428,6 @@
       "version": "1.2.0",
       "resolved": "https://registry.npmjs.org/gopd/-/gopd-1.2.0.tgz",
       "integrity": "sha512-ZUKRh6/kUFoAiTAtTYPZJ3hw9wNxx+BIBOijnlG9PnrJsCcSjs1wyyD6vJpaYtgnzDrKYRSqf3OO6Rfa93xsRg==",
-      "dev": true,
       "license": "MIT",
       "engines": {
         "node": ">= 0.4"
@@ -12745,9 +12488,7 @@
       "version": "1.0.2",
       "resolved": "https://registry.npmjs.org/has-property-descriptors/-/has-property-descriptors-1.0.2.tgz",
       "integrity": "sha512-55JNKuIW+vq4Ke1BjOTjM2YctQIvCT7GFzHwmfZPGo5wnrgkid0YQtnAleFSqumZm4az3n2BS+erby5ipJdgrg==",
-      "dev": true,
       "license": "MIT",
-      "optional": true,
       "dependencies": {
         "es-define-property": "^1.0.0"
       },
@@ -13227,6 +12968,7 @@
       "version": "1.2.1",
       "resolved": "https://registry.npmjs.org/ieee754/-/ieee754-1.2.1.tgz",
       "integrity": "sha512-dcyqhDvX1C46lXZcVqCpK+FtMRQVdIMN6/Df5js2zouUsqG7I6sFxitIC+7KYK29KdXOLHdu9zL4sFnoVQnqaA==",
+      "dev": true,
       "funding": [
         {
           "type": "github",
@@ -13259,12 +13001,7 @@
       "version": "2.0.4",
       "resolved": "https://registry.npmjs.org/inherits/-/inherits-2.0.4.tgz",
       "integrity": "sha512-k/vGaX4/Yla3WzyMCvTQOXYeIHvqOKtnqBduzTHpzpQZzAskKMhZ2K+EnBiSM9zGSoIFeMpXKxa4dYeZIQqewQ==",
-      "license": "ISC"
-    },
-    "node_modules/ini": {
-      "version": "1.3.8",
-      "resolved": "https://registry.npmjs.org/ini/-/ini-1.3.8.tgz",
-      "integrity": "sha512-JV/yugV2uzW5iMRSiZAyDtQd+nxtUnjeLt0acNdw98kKLrvuRVyB80tsREOE7yvGVgalhZ6RNXCmEHkUKBKxew==",
+      "dev": true,
       "license": "ISC"
     },
     "node_modules/inline-style-parser": {
@@ -13317,12 +13054,6 @@
         "url": "https://github.com/sponsors/wooorm"
       }
     },
-    "node_modules/is-arrayish": {
-      "version": "0.3.4",
-      "resolved": "https://registry.npmjs.org/is-arrayish/-/is-arrayish-0.3.4.tgz",
-      "integrity": "sha512-m6UrgzFVUYawGBh1dUsWR5M2Clqic9RVXC/9f8ceNlv2IcO9j9J/z8UoCLPqtsPBFNzEpfR3xftohbfqDx8EQA==",
-      "license": "MIT"
-    },
     "node_modules/is-binary-path": {
       "version": "2.1.0",
       "resolved": "https://registry.npmjs.org/is-binary-path/-/is-binary-path-2.1.0.tgz",
@@ -13974,9 +13705,7 @@
       "version": "5.0.1",
       "resolved": "https://registry.npmjs.org/json-stringify-safe/-/json-stringify-safe-5.0.1.tgz",
       "integrity": "sha512-ZClg6AaYvamvYEE82d3Iyd3vSSIjQ+odgjaTzRuO3s7toCdFKczob2i0zCh7JE8kWn17yvAWhUVxvqGwUalsRA==",
-      "dev": true,
-      "license": "ISC",
-      "optional": true
+      "license": "ISC"
     },
     "node_modules/json5": {
       "version": "2.2.3",
@@ -14691,12 +14420,6 @@
         "node": ">=0.1.90"
       }
     },
-    "node_modules/long": {
-      "version": "4.0.0",
-      "resolved": "https://registry.npmjs.org/long/-/long-4.0.0.tgz",
-      "integrity": "sha512-XsP+KhQif4bjX1kbuSiySJFNAehNxgLb6hPRGJ9QsUr8ajHkuXGdrHmFUTUUXhDwVX2R5bY4JNZEwbUiMhV+MA==",
-      "license": "Apache-2.0"
-    },
     "node_modules/longest-streak": {
       "version": "3.1.0",
       "resolved": "https://registry.npmjs.org/longest-streak/-/longest-streak-3.1.0.tgz",
@@ -14817,9 +14540,7 @@
       "version": "3.0.0",
       "resolved": "https://registry.npmjs.org/matcher/-/matcher-3.0.0.tgz",
       "integrity": "sha512-OkeDaAZ/bQCxeFAozM55PKcKU0yJMPGifLwV4Qgjitu+5MoAfSQN4lsLJeXZ1b8w0x+/Emda6MZgXS1jvsapng==",
-      "dev": true,
       "license": "MIT",
-      "optional": true,
       "dependencies": {
         "escape-string-regexp": "^4.0.0"
       },
@@ -15618,6 +15339,7 @@
       "version": "1.2.8",
       "resolved": "https://registry.npmjs.org/minimist/-/minimist-1.2.8.tgz",
       "integrity": "sha512-2yyAR8qBkN3YuheJanUpWC5U3bb5osDywNB8RzDVlDwDHbocAJveqqj1u8+SVD7jkWT4yvsHCpWqqWqAxb0zCA==",
+      "dev": true,
       "license": "MIT",
       "funding": {
         "url": "https://github.com/sponsors/ljharb"
@@ -15680,12 +15402,6 @@
         "node": ">=10"
       }
     },
-    "node_modules/mkdirp-classic": {
-      "version": "0.5.3",
-      "resolved": "https://registry.npmjs.org/mkdirp-classic/-/mkdirp-classic-0.5.3.tgz",
-      "integrity": "sha512-gKLcREMhtuZRwRAfqP3RFW+TK4JqApVBtOIftVgjuABpAtpxhPGaDcfvbhNvD0B8iD1oUr/txX35NjcaY6Ns/A==",
-      "license": "MIT"
-    },
     "node_modules/mongodb-connection-string-url": {
       "version": "7.0.1",
       "resolved": "https://registry.npmjs.org/mongodb-connection-string-url/-/mongodb-connection-string-url-7.0.1.tgz",
@@ -15891,12 +15607,6 @@
         "node": "^18 || >=20"
       }
     },
-    "node_modules/napi-build-utils": {
-      "version": "2.0.0",
-      "resolved": "https://registry.npmjs.org/napi-build-utils/-/napi-build-utils-2.0.0.tgz",
-      "integrity": "sha512-GEbrYkbfF7MoNaoh2iGG84Mnf/WZfB0GdGEsM8wz7Expx/LlWf5U8t9nvJKXSp3qr5IsEbK04cBGhol/KwOsWA==",
-      "license": "MIT"
-    },
     "node_modules/natural": {
       "version": "8.1.1",
       "resolved": "https://registry.npmjs.org/natural/-/natural-8.1.1.tgz",
@@ -15973,30 +15683,6 @@
         "node": ">= 0.4.0"
       }
     },
-    "node_modules/node-abi": {
-      "version": "3.87.0",
-      "resolved": "https://registry.npmjs.org/node-abi/-/node-abi-3.87.0.tgz",
-      "integrity": "sha512-+CGM1L1CgmtheLcBuleyYOn7NWPVu0s0EJH2C4puxgEZb9h8QpR9G2dBfZJOAUhi7VQxuBPMd0hiISWcTyiYyQ==",
-      "license": "MIT",
-      "dependencies": {
-        "semver": "^7.3.5"
-      },
-      "engines": {
-        "node": ">=10"
-      }
-    },
-    "node_modules/node-abi/node_modules/semver": {
-      "version": "7.7.3",
-      "resolved": "https://registry.npmjs.org/semver/-/semver-7.7.3.tgz",
-      "integrity": "sha512-SdsKMrI9TdgjdweUSR9MweHA4EJ8YxHn8DFaDisvhVlUOe4BF1tLD7GAj0lIqWVl+dPb/rExr0Btby5loQm20Q==",
-      "license": "ISC",
-      "bin": {
-        "semver": "bin/semver.js"
-      },
-      "engines": {
-        "node": ">=10"
-      }
-    },
     "node_modules/node-addon-api": {
       "version": "1.7.2",
       "resolved": "https://registry.npmjs.org/node-addon-api/-/node-addon-api-1.7.2.tgz",
@@ -16244,9 +15930,7 @@
       "version": "1.1.1",
       "resolved": "https://registry.npmjs.org/object-keys/-/object-keys-1.1.1.tgz",
       "integrity": "sha512-NuAESUOUMrlIXOfHKzD6bpPu3tYt3xvjNdRIQ+FeT0lNb4K8WR70CaDxhuNguS2XG+GjkyMwOzsN5ZktImfhLA==",
-      "dev": true,
       "license": "MIT",
-      "optional": true,
       "engines": {
         "node": ">= 0.4"
       }
@@ -16298,6 +15982,7 @@
       "version": "1.4.0",
       "resolved": "https://registry.npmjs.org/once/-/once-1.4.0.tgz",
       "integrity": "sha512-lNaJgI+2Q5URQBkccEKHTQOPaXdUxnZZElQTZY0MFUAuaEqe1E+Nyvgdz/aIyNi6Z9MzO5dv1H8n58/GELp3+w==",
+      "dev": true,
       "license": "ISC",
       "dependencies": {
         "wrappy": "1"
@@ -16329,50 +16014,6 @@
         "url": "https://github.com/sponsors/sindresorhus"
       }
     },
-    "node_modules/onnx-proto": {
-      "version": "4.0.4",
-      "resolved": "https://registry.npmjs.org/onnx-proto/-/onnx-proto-4.0.4.tgz",
-      "integrity": "sha512-aldMOB3HRoo6q/phyB6QRQxSt895HNNw82BNyZ2CMh4bjeKv7g/c+VpAFtJuEMVfYLMbRx61hbuqnKceLeDcDA==",
-      "license": "MIT",
-      "dependencies": {
-        "protobufjs": "^6.8.8"
-      }
-    },
-    "node_modules/onnxruntime-common": {
-      "version": "1.14.0",
-      "resolved": "https://registry.npmjs.org/onnxruntime-common/-/onnxruntime-common-1.14.0.tgz",
-      "integrity": "sha512-3LJpegM2iMNRX2wUmtYfeX/ytfOzNwAWKSq1HbRrKc9+uqG/FsEA0bbKZl1btQeZaXhC26l44NWpNUeXPII7Ew==",
-      "license": "MIT"
-    },
-    "node_modules/onnxruntime-node": {
-      "version": "1.14.0",
-      "resolved": "https://registry.npmjs.org/onnxruntime-node/-/onnxruntime-node-1.14.0.tgz",
-      "integrity": "sha512-5ba7TWomIV/9b6NH/1x/8QEeowsb+jBEvFzU6z0T4mNsFwdPqXeFUM7uxC6QeSRkEbWu3qEB0VMjrvzN/0S9+w==",
-      "license": "MIT",
-      "optional": true,
-      "os": [
-        "win32",
-        "darwin",
-        "linux"
-      ],
-      "dependencies": {
-        "onnxruntime-common": "~1.14.0"
-      }
-    },
-    "node_modules/onnxruntime-web": {
-      "version": "1.14.0",
-      "resolved": "https://registry.npmjs.org/onnxruntime-web/-/onnxruntime-web-1.14.0.tgz",
-      "integrity": "sha512-Kcqf43UMfW8mCydVGcX9OMXI2VN17c0p6XvR7IPSZzBf/6lteBzXHvcEVWDPmCKuGombl997HgLqj91F11DzXw==",
-      "license": "MIT",
-      "dependencies": {
-        "flatbuffers": "^1.12.0",
-        "guid-typescript": "^1.0.9",
-        "long": "^4.0.0",
-        "onnx-proto": "^4.0.4",
-        "onnxruntime-common": "~1.14.0",
-        "platform": "^1.3.6"
-      }
-    },
     "node_modules/open": {
       "version": "10.2.0",
       "resolved": "https://registry.npmjs.org/open/-/open-10.2.0.tgz",
@@ -17441,32 +17082,6 @@
         "node": "^20.20.0 || >=22.22.0"
       }
     },
-    "node_modules/prebuild-install": {
-      "version": "7.1.3",
-      "resolved": "https://registry.npmjs.org/prebuild-install/-/prebuild-install-7.1.3.tgz",
-      "integrity": "sha512-8Mf2cbV7x1cXPUILADGI3wuhfqWvtiLA1iclTDbFRZkgRQS0NqsPZphna9V+HyTEadheuPmjaJMsbzKQFOzLug==",
-      "license": "MIT",
-      "dependencies": {
-        "detect-libc": "^2.0.0",
-        "expand-template": "^2.0.3",
-        "github-from-package": "0.0.0",
-        "minimist": "^1.2.3",
-        "mkdirp-classic": "^0.5.3",
-        "napi-build-utils": "^2.0.0",
-        "node-abi": "^3.3.0",
-        "pump": "^3.0.0",
-        "rc": "^1.2.7",
-        "simple-get": "^4.0.0",
-        "tar-fs": "^2.0.0",
-        "tunnel-agent": "^0.6.0"
-      },
-      "bin": {
-        "prebuild-install": "bin.js"
-      },
-      "engines": {
-        "node": ">=10"
-      }
-    },
     "node_modules/pretty-ms": {
       "version": "9.3.0",
       "resolved": "https://registry.npmjs.org/pretty-ms/-/pretty-ms-9.3.0.tgz",
@@ -18154,32 +17769,6 @@
         "url": "https://github.com/sponsors/wooorm"
       }
     },
-    "node_modules/protobufjs": {
-      "version": "6.11.6",
-      "resolved": "https://registry.npmjs.org/protobufjs/-/protobufjs-6.11.6.tgz",
-      "integrity": "sha512-k8BHqgPBOtrlougZZqF2uUk5Z7bN8f0wj+3e8M3hvtSv0NBAz4VBy5f6R5Nxq/l+i7mRFTgNZb2trxqTpHNY/A==",
-      "hasInstallScript": true,
-      "license": "BSD-3-Clause",
-      "dependencies": {
-        "@protobufjs/aspromise": "^1.1.2",
-        "@protobufjs/base64": "^1.1.2",
-        "@protobufjs/codegen": "^2.0.4",
-        "@protobufjs/eventemitter": "^1.1.0",
-        "@protobufjs/fetch": "^1.1.0",
-        "@protobufjs/float": "^1.0.2",
-        "@protobufjs/inquire": "^1.1.0",
-        "@protobufjs/path": "^1.1.2",
-        "@protobufjs/pool": "^1.1.0",
-        "@protobufjs/utf8": "^1.1.0",
-        "@types/long": "^4.0.1",
-        "@types/node": ">=13.7.0",
-        "long": "^4.0.0"
-      },
-      "bin": {
-        "pbjs": "bin/pbjs",
-        "pbts": "bin/pbts"
-      }
-    },
     "node_modules/proxy-addr": {
       "version": "2.0.7",
       "resolved": "https://registry.npmjs.org/proxy-addr/-/proxy-addr-2.0.7.tgz",
@@ -18310,6 +17899,7 @@
       "version": "3.0.3",
       "resolved": "https://registry.npmjs.org/pump/-/pump-3.0.3.tgz",
       "integrity": "sha512-todwxLMY7/heScKmntwQG8CXVkWUOdYxIvY2s0VWAAMh/nd8SoYiRaKjlr7+iCs984f2P8zvrfWcDDYVb73NfA==",
+      "dev": true,
       "license": "MIT",
       "dependencies": {
         "end-of-stream": "^1.1.0",
@@ -18449,21 +18039,6 @@
         "url": "https://opencollective.com/express"
       }
     },
-    "node_modules/rc": {
-      "version": "1.2.8",
-      "resolved": "https://registry.npmjs.org/rc/-/rc-1.2.8.tgz",
-      "integrity": "sha512-y3bGgqKj3QBdxLbLkomlohkvsA8gdAiUQlSBJnBhfn+BPxg4bc62d8TcBW15wavDfgexCgccckhcZvywyQYPOw==",
-      "license": "(BSD-2-Clause OR MIT OR Apache-2.0)",
-      "dependencies": {
-        "deep-extend": "^0.6.0",
-        "ini": "~1.3.0",
-        "minimist": "^1.2.0",
-        "strip-json-comments": "~2.0.1"
-      },
-      "bin": {
-        "rc": "cli.js"
-      }
-    },
     "node_modules/react": {
       "version": "18.2.0",
       "resolved": "https://registry.npmjs.org/react/-/react-18.2.0.tgz",
@@ -18615,6 +18190,7 @@
       "version": "3.6.2",
       "resolved": "https://registry.npmjs.org/readable-stream/-/readable-stream-3.6.2.tgz",
       "integrity": "sha512-9u/sniCrY3D5WdsERHzHE4G2YCXqoG5FTHUiCC4SIbr6XcLZBY05ya9EKjYek9O5xOAwjGq+1JdGBAS7Q9ScoA==",
+      "dev": true,
       "license": "MIT",
       "dependencies": {
         "inherits": "^2.0.3",
@@ -18858,9 +18434,7 @@
       "version": "2.15.4",
       "resolved": "https://registry.npmjs.org/roarr/-/roarr-2.15.4.tgz",
       "integrity": "sha512-CHhPh+UNHD2GTXNYhPWLnU8ONHdI+5DI+4EYIAOaiD63rHeYlZvyh8P+in5999TTSFgUYuKUAjzRI4mdh/p+2A==",
-      "dev": true,
       "license": "BSD-3-Clause",
-      "optional": true,
       "dependencies": {
         "boolean": "^3.0.1",
         "detect-node": "^2.0.4",
@@ -19036,6 +18610,7 @@
       "version": "5.2.1",
       "resolved": "https://registry.npmjs.org/safe-buffer/-/safe-buffer-5.2.1.tgz",
       "integrity": "sha512-rp3So07KcdmmKbGvgaNxQSJr7bGVSVk5S9Eq1F+ppbRo70+YeaDxkw5Dd8NPN+GD6bjnYm2VuPuCXmpuYvmCXQ==",
+      "dev": true,
       "funding": [
         {
           "type": "github",
@@ -19131,9 +18706,7 @@
       "version": "1.0.0",
       "resolved": "https://registry.npmjs.org/semver-compare/-/semver-compare-1.0.0.tgz",
       "integrity": "sha512-YM3/ITh2MJ5MtzaM429anh+x2jiLVjqILF4m4oyQB18W7Ggea7BfqdH/wGMK7dDiMghv/6WG7znWMwUDzJiXow==",
-      "dev": true,
-      "license": "MIT",
-      "optional": true
+      "license": "MIT"
     },
     "node_modules/send": {
       "version": "1.2.1",
@@ -19193,9 +18766,7 @@
       "version": "7.0.1",
       "resolved": "https://registry.npmjs.org/serialize-error/-/serialize-error-7.0.1.tgz",
       "integrity": "sha512-8I8TjW5KMOKsZQTvoxjuSIa7foAwPWGOts+6o7sgjz41/qMD9VQHEDxi6PBvK2l0MXUmqZyNpUK+T2tQaaElvw==",
-      "dev": true,
       "license": "MIT",
-      "optional": true,
       "dependencies": {
         "type-fest": "^0.13.1"
       },
@@ -19210,9 +18781,7 @@
       "version": "0.13.1",
       "resolved": "https://registry.npmjs.org/type-fest/-/type-fest-0.13.1.tgz",
       "integrity": "sha512-34R7HTnG0XIJcBSn5XhDd7nNFPRcXYRZrBB2O2jdKqYODldSzBAqzsWoZYYvduky73toYS/ESqxPvkDf/F0XMg==",
-      "dev": true,
       "license": "(MIT OR CC0-1.0)",
-      "optional": true,
       "engines": {
         "node": ">=10"
       },
@@ -19247,86 +18816,6 @@
       "dev": true,
       "license": "ISC"
     },
-    "node_modules/sharp": {
-      "version": "0.32.6",
-      "resolved": "https://registry.npmjs.org/sharp/-/sharp-0.32.6.tgz",
-      "integrity": "sha512-KyLTWwgcR9Oe4d9HwCwNM2l7+J0dUQwn/yf7S0EnTtb0eVS4RxO0eUSvxPtzT4F3SY+C4K6fqdv/DO27sJ/v/w==",
-      "hasInstallScript": true,
-      "license": "Apache-2.0",
-      "dependencies": {
-        "color": "^4.2.3",
-        "detect-libc": "^2.0.2",
-        "node-addon-api": "^6.1.0",
-        "prebuild-install": "^7.1.1",
-        "semver": "^7.5.4",
-        "simple-get": "^4.0.1",
-        "tar-fs": "^3.0.4",
-        "tunnel-agent": "^0.6.0"
-      },
-      "engines": {
-        "node": ">=14.15.0"
-      },
-      "funding": {
-        "url": "https://opencollective.com/libvips"
-      }
-    },
-    "node_modules/sharp/node_modules/b4a": {
-      "version": "1.7.3",
-      "resolved": "https://registry.npmjs.org/b4a/-/b4a-1.7.3.tgz",
-      "integrity": "sha512-5Q2mfq2WfGuFp3uS//0s6baOJLMoVduPYVeNmDYxu5OUA1/cBfvr2RIS7vi62LdNj/urk1hfmj867I3qt6uZ7Q==",
-      "license": "Apache-2.0",
-      "peerDependencies": {
-        "react-native-b4a": "*"
-      },
-      "peerDependenciesMeta": {
-        "react-native-b4a": {
-          "optional": true
-        }
-      }
-    },
-    "node_modules/sharp/node_modules/node-addon-api": {
-      "version": "6.1.0",
-      "resolved": "https://registry.npmjs.org/node-addon-api/-/node-addon-api-6.1.0.tgz",
-      "integrity": "sha512-+eawOlIgy680F0kBzPUNFhMZGtJ1YmqM6l4+Crf4IkImjYrO/mqPwRMh352g23uIaQKFItcQ64I7KMaJxHgAVA==",
-      "license": "MIT"
-    },
-    "node_modules/sharp/node_modules/semver": {
-      "version": "7.7.3",
-      "resolved": "https://registry.npmjs.org/semver/-/semver-7.7.3.tgz",
-      "integrity": "sha512-SdsKMrI9TdgjdweUSR9MweHA4EJ8YxHn8DFaDisvhVlUOe4BF1tLD7GAj0lIqWVl+dPb/rExr0Btby5loQm20Q==",
-      "license": "ISC",
-      "bin": {
-        "semver": "bin/semver.js"
-      },
-      "engines": {
-        "node": ">=10"
-      }
-    },
-    "node_modules/sharp/node_modules/tar-fs": {
-      "version": "3.1.1",
-      "resolved": "https://registry.npmjs.org/tar-fs/-/tar-fs-3.1.1.tgz",
-      "integrity": "sha512-LZA0oaPOc2fVo82Txf3gw+AkEd38szODlptMYejQUhndHMLQ9M059uXR+AfS7DNo0NpINvSqDsvyaCrBVkptWg==",
-      "license": "MIT",
-      "dependencies": {
-        "pump": "^3.0.0",
-        "tar-stream": "^3.1.5"
-      },
-      "optionalDependencies": {
-        "bare-fs": "^4.0.1",
-        "bare-path": "^3.0.0"
-      }
-    },
-    "node_modules/sharp/node_modules/tar-stream": {
-      "version": "3.1.7",
-      "resolved": "https://registry.npmjs.org/tar-stream/-/tar-stream-3.1.7.tgz",
-      "integrity": "sha512-qJj60CXt7IU1Ffyc3NJMjh6EkuCFej46zUqJ4J7pqYlThyd9bO0XBTmcOIhSzZJVWfsLks0+nle/j538YAW9RQ==",
-      "license": "MIT",
-      "dependencies": {
-        "b4a": "^1.6.4",
-        "fast-fifo": "^1.2.0",
-        "streamx": "^2.15.0"
-      }
-    },
     "node_modules/shebang-command": {
       "version": "2.0.0",
       "resolved": "https://registry.npmjs.org/shebang-command/-/shebang-command-2.0.0.tgz",
@@ -19467,51 +18956,6 @@
         "url": "https://github.com/sponsors/isaacs"
       }
     },
-    "node_modules/simple-concat": {
-      "version": "1.0.1",
-      "resolved": "https://registry.npmjs.org/simple-concat/-/simple-concat-1.0.1.tgz",
-      "integrity": "sha512-cSFtAPtRhljv69IK0hTVZQ+OfE9nePi/rtJmw5UjHeVyVroEqJXP1sFztKUy1qU+xvz3u/sfYJLa947b7nAN2Q==",
-      "funding": [
-        {
-          "type": "github",
-          "url": "https://github.com/sponsors/feross"
-        },
-        {
-          "type": "patreon",
-          "url": "https://www.patreon.com/feross"
-        },
-        {
-          "type": "consulting",
-          "url": "https://feross.org/support"
-        }
-      ],
-      "license": "MIT"
-    },
-    "node_modules/simple-get": {
-      "version": "4.0.1",
-      "resolved": "https://registry.npmjs.org/simple-get/-/simple-get-4.0.1.tgz",
-      "integrity": "sha512-brv7p5WgH0jmQJr1ZDDfKDOSeWWg+OVypG99A/5vYGPqJ6pxiaHLy8nxtFjBA7oMa01ebA9gfh1uMCFqOuXxvA==",
-      "funding": [
-        {
-          "type": "github",
-          "url": "https://github.com/sponsors/feross"
-        },
-        {
-          "type": "patreon",
-          "url": "https://www.patreon.com/feross"
-        },
-        {
-          "type": "consulting",
-          "url": "https://feross.org/support"
-        }
-      ],
-      "license": "MIT",
-      "dependencies": {
-        "decompress-response": "^6.0.0",
-        "once": "^1.3.1",
-        "simple-concat": "^1.0.0"
-      }
-    },
     "node_modules/simple-git": {
       "version": "3.36.0",
       "resolved": "https://registry.npmjs.org/simple-git/-/simple-git-3.36.0.tgz",
@@ -19530,15 +18974,6 @@
         "url": "https://github.com/steveukx/git-js?sponsor=1"
       }
     },
-    "node_modules/simple-swizzle": {
-      "version": "0.2.4",
-      "resolved": "https://registry.npmjs.org/simple-swizzle/-/simple-swizzle-0.2.4.tgz",
-      "integrity": "sha512-nAu1WFPQSMNr2Zn9PGSZK9AGn4t/y97lEm+MXTtUDwfP0ksAIX4nO+6ruD9Jwut4C49SB1Ws+fbXsm/yScWOHw==",
-      "license": "MIT",
-      "dependencies": {
-        "is-arrayish": "^0.3.1"
-      }
-    },
     "node_modules/simple-update-notifier": {
       "version": "2.0.0",
       "resolved": "https://registry.npmjs.org/simple-update-notifier/-/simple-update-notifier-2.0.0.tgz",
@@ -19789,9 +19224,7 @@
       "version": "1.1.3",
       "resolved": "https://registry.npmjs.org/sprintf-js/-/sprintf-js-1.1.3.tgz",
       "integrity": "sha512-Oo+0REFV59/rz3gfJNKQiBlwfHaSESl1pcGyABQsnnIfWOFt6JNj5gCog2U6MLZ//IGYD+nA8nI+mTShREReaA==",
-      "dev": true,
-      "license": "BSD-3-Clause",
-      "optional": true
+      "license": "BSD-3-Clause"
     },
     "node_modules/sql.js": {
       "version": "1.13.0",
@@ -19878,21 +19311,11 @@
         "node": ">=0.10.0"
       }
     },
-    "node_modules/streamx": {
-      "version": "2.23.0",
-      "resolved": "https://registry.npmjs.org/streamx/-/streamx-2.23.0.tgz",
-      "integrity": "sha512-kn+e44esVfn2Fa/O0CPFcex27fjIL6MkVae0Mm6q+E6f0hWv578YCERbv+4m02cjxvDsPKLnmxral/rR6lBMAg==",
-      "license": "MIT",
-      "dependencies": {
-        "events-universal": "^1.0.0",
-        "fast-fifo": "^1.3.2",
-        "text-decoder": "^1.1.0"
-      }
-    },
     "node_modules/string_decoder": {
       "version": "1.3.0",
       "resolved": "https://registry.npmjs.org/string_decoder/-/string_decoder-1.3.0.tgz",
       "integrity": "sha512-hkRX8U1WjJFd8LsDJ2yQ/wWWxaopEsABU1XfkM8A+j0+85JAGppt16cr1Whg6KIbb4okU6Mql6BOj+uup/wKeA==",
+      "dev": true,
       "license": "MIT",
       "dependencies": {
         "safe-buffer": "~5.2.0"
@@ -19983,15 +19406,6 @@
         "url": "https://github.com/sponsors/sindresorhus"
       }
     },
-    "node_modules/strip-json-comments": {
-      "version": "2.0.1",
-      "resolved": "https://registry.npmjs.org/strip-json-comments/-/strip-json-comments-2.0.1.tgz",
-      "integrity": "sha512-4gB8na07fecVVkOI6Rs4e7T6NOTki5EmL7TUduTs6bu3EdnSycntVJ4re8kgZA+wx9IueI2Y11bfbgwtzuE0KQ==",
-      "license": "MIT",
-      "engines": {
-        "node": ">=0.10.0"
-      }
-    },
     "node_modules/strnum": {
       "version": "2.4.1",
       "resolved": "https://registry.npmjs.org/strnum/-/strnum-2.4.1.tgz",
@@ -20203,29 +19617,13 @@
         "node": ">=10"
       }
     },
-    "node_modules/tar-fs": {
-      "version": "2.1.4",
-      "resolved": "https://registry.npmjs.org/tar-fs/-/tar-fs-2.1.4.tgz",
-      "integrity": "sha512-mDAjwmZdh7LTT6pNleZ05Yt65HC3E+NiQzl672vQG38jIrehtJk/J3mNwIg+vShQPcLF/LV7CMnDW6vjj6sfYQ==",
-      "license": "MIT",
-      "dependencies": {
-        "chownr": "^1.1.1",
-        "mkdirp-classic": "^0.5.2",
-        "pump": "^3.0.0",
-        "tar-stream": "^2.1.4"
-      }
-    },
-    "node_modules/tar-fs/node_modules/chownr": {
-      "version": "1.1.4",
-      "resolved": "https://registry.npmjs.org/chownr/-/chownr-1.1.4.tgz",
-      "integrity": "sha512-jJ0bqzaylmJtVnNgzTeSOs8DPavpbYgEr/b0YL8/2GO3xJEhInFmhKMUnEJQjZumK7KXGFhUy89PrsJWlakBVg==",
-      "license": "ISC"
-    },
     "node_modules/tar-stream": {
       "version": "2.2.0",
       "resolved": "https://registry.npmjs.org/tar-stream/-/tar-stream-2.2.0.tgz",
       "integrity": "sha512-ujeqbceABgwMZxEJnk2HDY2DlnUZ+9oEcb1KzTVfYHio0UE6dG71n60d8D2I4qNvleWrrXpmjpt7vZeF1LnMZQ==",
+      "dev": true,
       "license": "MIT",
+      "peer": true,
       "dependencies": {
         "bl": "^4.0.3",
         "end-of-stream": "^1.4.1",
@@ -20293,29 +19691,6 @@
         "node": ">= 10.0.0"
       }
     },
-    "node_modules/text-decoder": {
-      "version": "1.2.3",
-      "resolved": "https://registry.npmjs.org/text-decoder/-/text-decoder-1.2.3.tgz",
-      "integrity": "sha512-3/o9z3X0X0fTupwsYvR03pJ/DjWuqqrfwBgTQzdWDiQSm9KitAyz/9WqsT2JQW7KV2m+bC2ol/zqpW37NHxLaA==",
-      "license": "Apache-2.0",
-      "dependencies": {
-        "b4a": "^1.6.4"
-      }
-    },
-    "node_modules/text-decoder/node_modules/b4a": {
-      "version": "1.7.3",
-      "resolved": "https://registry.npmjs.org/b4a/-/b4a-1.7.3.tgz",
-      "integrity": "sha512-5Q2mfq2WfGuFp3uS//0s6baOJLMoVduPYVeNmDYxu5OUA1/cBfvr2RIS7vi62LdNj/urk1hfmj867I3qt6uZ7Q==",
-      "license": "Apache-2.0",
-      "peerDependencies": {
-        "react-native-b4a": "*"
-      },
-      "peerDependenciesMeta": {
-        "react-native-b4a": {
-          "optional": true
-        }
-      }
-    },
     "node_modules/text-extensions": {
       "version": "3.1.0",
       "resolved": "https://registry.npmjs.org/text-extensions/-/text-extensions-3.1.0.tgz",
@@ -20662,18 +20037,6 @@
         "fsevents": "~2.3.3"
       }
     },
-    "node_modules/tunnel-agent": {
-      "version": "0.6.0",
-      "resolved": "https://registry.npmjs.org/tunnel-agent/-/tunnel-agent-0.6.0.tgz",
-      "integrity": "sha512-McnNiV1l8RYeY8tBgEpuodCC1mLUdbSN+CYBL7kJsJNInOP8UjDDEwdk6Mw60vdLLrr5NHKZhMAOSrR2NZuQ+w==",
-      "license": "Apache-2.0",
-      "dependencies": {
-        "safe-buffer": "^5.0.1"
-      },
-      "engines": {
-        "node": "*"
-      }
-    },
     "node_modules/type-is": {
       "version": "2.1.0",
       "resolved": "https://registry.npmjs.org/type-is/-/type-is-2.1.0.tgz",
@@ -21001,6 +20364,7 @@
       "version": "1.0.2",
       "resolved": "https://registry.npmjs.org/util-deprecate/-/util-deprecate-1.0.2.tgz",
       "integrity": "sha512-EPD5q1uXyFxJpCrLnCc1nHnq3gOa6DZBocAIiI2TaSCA7VCJ1UJDMagCzIkXNsUYfD1daK//LTEQ8xiIbrHtcw==",
+      "dev": true,
       "license": "MIT"
     },
     "node_modules/vary": {
@@ -21985,6 +21349,7 @@
       "version": "1.0.2",
       "resolved": "https://registry.npmjs.org/wrappy/-/wrappy-1.0.2.tgz",
       "integrity": "sha512-l4Sp/DRseor9wL6EvV2+TuQn63dMkPjZ/sp9XkghTEbV9KlPS1xUsZ3u7/IQO4wxtcFB4bgpQPRcR3QCvezPcQ==",
+      "dev": true,
       "license": "ISC"
     },
     "node_modules/ws": {
diff --git a/package.json b/package.json
index faba8dd..a77f6fd 100644
--- a/package.json
+++ b/package.json
@@ -13,8 +13,9 @@
     "dev": "concurrently \"npm run dev:vite\" \"npm run dev:electron\"",
     "dev:vite": "vite",
     "dev:electron": "npm run build:preload && wait-on http://localhost:5173 && electron .",
-    "build": "npm run build:main && npm run build:preload && npm run build:renderer",
-    "build:main": "esbuild src/main/index.ts --bundle --platform=node --outfile=dist/main/index.js --external:electron --external:electron-updater --external:sql.js --external:@xenova/transformers --format=cjs --target=node18 --sourcemap",
+    "build": "npm run build:main && npm run build:ner-worker && npm run build:preload && npm run build:renderer",
+    "build:main": "esbuild src/main/index.ts --bundle --platform=node --outfile=dist/main/index.js --external:electron --external:electron-updater --external:sql.js --external:@huggingface/transformers --format=cjs --target=node18 --sourcemap",
+    "build:ner-worker": "esbuild src/main/privacy/ner-worker.ts --bundle --platform=node --outfile=dist/main/ner-worker.js --external:@huggingface/transformers --format=cjs --target=node18 --sourcemap",
     "build:preload": "esbuild src/preload/index.ts --bundle --platform=node --outfile=dist/preload/index.js --external:electron --format=iife --target=node18",
     "build:renderer": "vite build",
     "start": "electron .",
@@ -37,8 +38,8 @@
   "dependencies": {
     "@anthropic-ai/sdk": "^0.71.2",
     "@google/generative-ai": "^0.24.1",
+    "@huggingface/transformers": "^4.2.0",
     "@qdrant/js-client-rest": "^1.16.2",
-    "@xenova/transformers": "^2.17.2",
     "electron-updater": "^6.7.3",
     "lucide-react": "^0.563.0",
     "nanoid": "^5.1.6",
diff --git a/src/main/privacy/model-manager.ts b/src/main/privacy/model-manager.ts
index 21064be..74a3bbf 100644
--- a/src/main/privacy/model-manager.ts
+++ b/src/main/privacy/model-manager.ts
@@ -15,7 +15,7 @@ export class NERModelManager {
 
   constructor(baseDir?: string) {
     this.baseDir = baseDir ?? DEFAULT_BASE_DIR
-    // @xenova/transformers caches in {cacheDir}/{org}/{model-name}/
+    // @huggingface/transformers caches in {cacheDir}/{org}/{model-name}/ (same layout as @xenova v2)
     this.modelDir = path.join(this.baseDir, ...MODEL_ID.split('/'))
     this.status = this.checkLocalStatus()
   }
@@ -49,14 +49,14 @@ export class NERModelManager {
     try {
       fs.mkdirSync(this.baseDir, { recursive: true })
 
-      const { pipeline, env } = await import('@xenova/transformers')
+      const { pipeline, env } = await import('@huggingface/transformers')
       env.cacheDir = this.baseDir
       env.allowRemoteModels = true
 
-      // Use non-quantized (fp32) model for full GIVENNAME/SURNAME detection quality.
+      // fp32 (non-quantized) model for full GIVENNAME/SURNAME detection quality.
       // Quantized model loses name recognition. fp32 is ~1.15GB but inference is still <50ms.
       const pipe = await pipeline('token-classification', MODEL_ID, {
-        quantized: false,
+        dtype: 'fp32',
         progress_callback: (progress: { status: string; loaded?: number; total?: number }) => {
           if (progress.status === 'progress' && progress.total) {
             this.downloadProgress = Math.round(((progress.loaded ?? 0) / progress.total) * 100)
diff --git a/src/main/privacy/ner-worker.ts b/src/main/privacy/ner-worker.ts
index 18d1030..eb6a5a8 100644
--- a/src/main/privacy/ner-worker.ts
+++ b/src/main/privacy/ner-worker.ts
@@ -13,11 +13,11 @@ type WorkerMessage =
 let pipe: any = null
 
 async function initPipeline(modelId: string, cacheDir: string): Promise<void> {
-  const { pipeline, env } = await import('@xenova/transformers')
+  const { pipeline, env } = await import('@huggingface/transformers')
   env.cacheDir = cacheDir
   env.allowRemoteModels = false // model must be pre-downloaded via model-manager
-  // Use non-quantized (fp32) for full PII detection quality
-  pipe = await pipeline('token-classification', modelId, { quantized: false })
+  // fp32 (non-quantized) for full PII detection quality
+  pipe = await pipeline('token-classification', modelId, { dtype: 'fp32' })
   parentPort?.postMessage({ type: 'ready' })
 }
 
diff --git a/src/main/tracking/llm-cost-table.json b/src/main/tracking/llm-cost-table.json
index 31bbeff..87f7b08 100644
--- a/src/main/tracking/llm-cost-table.json
+++ b/src/main/tracking/llm-cost-table.json
@@ -1,6 +1,6 @@
 {
   "$schema": "https://json-schema.org/draft/2020-12/schema",
-  "_version": "2026-03-10",
+  "_version": "2026-07-02",
   "_description": "LLM provider pricing in USD per 1M tokens. Shared across Mingly and Claude Remote.",
   "anthropic": {
     "claude-opus-4-6": { "input": 5, "output": 25 },
diff --git a/tests/integration/privacy-ner-integration.test.ts b/tests/integration/privacy-ner-integration.test.ts
index 78321bb..e14aa88 100644
--- a/tests/integration/privacy-ner-integration.test.ts
+++ b/tests/integration/privacy-ner-integration.test.ts
@@ -146,7 +146,7 @@ describe.skipIf(SKIP)('piiranha-v1 NER Integration', () => {
       console.log('[NER Integration] Model already cached.')
     }
 
-    const transformers = await import('@xenova/transformers')
+    const transformers = await import('@huggingface/transformers')
     transformers.env.cacheDir = INTEGRATION_MODEL_DIR
     transformers.env.allowRemoteModels = true // allow download of non-quantized variant
 
@@ -154,7 +154,7 @@ describe.skipIf(SKIP)('piiranha-v1 NER Integration', () => {
     pipeline = await transformers.pipeline(
       'token-classification',
       'onnx-community/piiranha-v1-detect-personal-information-ONNX',
-      { quantized: false }
+      { dtype: 'fp32' }
     )
     console.log('[NER Integration] Pipeline ready.')
   }, 300_000)
diff --git a/tests/red-team/helpers/direct-ner-detector.ts b/tests/red-team/helpers/direct-ner-detector.ts
index b5df88c..d9be4c3 100644
--- a/tests/red-team/helpers/direct-ner-detector.ts
+++ b/tests/red-team/helpers/direct-ner-detector.ts
@@ -188,13 +188,13 @@ export async function createDirectNERDetector(): Promise<{
   shutdown: () => Promise<void>
   getModelManager: () => { getStatus: () => string }
 }> {
-  const { pipeline, env } = await import('@xenova/transformers')
+  const { pipeline, env } = await import('@huggingface/transformers')
   env.cacheDir = CACHE_DIR
   env.allowRemoteModels = false
 
   console.log('[DirectNER] Loading piiranha-v1 fp32 model...')
   const startLoad = performance.now()
-  const pipe = await pipeline('token-classification', MODEL_ID, { quantized: false })
+  const pipe = await pipeline('token-classification', MODEL_ID, { dtype: 'fp32' })
   console.log(`[DirectNER] Model loaded in ${Math.round(performance.now() - startLoad)}ms`)
 
   let available = true