Add shared ai-service container as AI provider intermediary
All feature containers now POST messages to ai-service (port 8010) instead of calling AI providers directly. ai-service routes to LM Studio, Ollama, or Anthropic based on /config/ai_service_config.json. doc-service AI providers removed; replaced by httpx ai_client.py. Backend settings restructured to /api/settings/ai. Frontend gets dedicated AIAdminSettingsPage and AI Service card in AppsPage. Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
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@@ -13,8 +13,7 @@ dependencies = [
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"asyncpg>=0.29",
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"alembic>=1.13",
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"pydantic-settings>=2.2",
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"anthropic>=0.28",
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"openai>=1.0",
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"httpx>=0.27",
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"pdfplumber>=0.11",
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"aiofiles>=23.0",
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"python-multipart>=0.0.9",
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