feat: AI 미디어 허브 초기 세팅 및 Gemini 2.5 Flash 썸네일 비전 분석 적용

unraid-template.xml

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+<?xml version="1.0"?>
+<Container version="2">
+  <Name>AI-Media-Hub</Name>
+  <Repository>git.savethenurse.com/savethenurse/ai-media-hub:latest</Repository>
+  <Registry>https://git.savethenurse.com</Registry>
+  <Network>bridge</Network>
+  <MyIP></MyIP>
+  <Shell>sh</Shell>
+  <Privileged>false</Privileged>
+  <Support></Support>
+  <Project></Project>
+  <Overview>AI 미디어 수집 및 인제스트 웹 대시보드 (Gemini 2.5 Flash 기반)</Overview>
+  <Category>MediaApp: Video:</Category>
+  <WebUI>http://[IP]:[PORT:8000]</WebUI>
+  <TemplateURL></TemplateURL>
+  <Icon>https://raw.githubusercontent.com/linuxserver/docker-templates/master/linuxserver.io/img/youtube-dl-icon.png</Icon>
+  <ExtraParams></ExtraParams>
+  <PostArgs></PostArgs>
+  <CPUset></CPUset>
+  <DateInstalled></DateInstalled>
+  <DonateText></DonateText>
+  <DonateLink></DonateLink>
+  <Description>AI 미디어 수집 및 인제스트 웹 대시보드 (Gemini 2.5 Flash 기반)</Description>
+  
+  <Networking>
+    <Mode>bridge</Mode>
+    <Publish>
+      <Port>
+        <HostPort>8282</HostPort>
+        <ContainerPort>8000</ContainerPort>
+        <Protocol>tcp</Protocol>
+      </Port>
+    </Publish>
+  </Networking>
+  <Data>
+    <Volume>
+      <HostDir>/mnt/user/media/ingest/</HostDir>
+      <ContainerDir>/data/nas</ContainerDir>
+      <Mode>rw</Mode>
+    </Volume>
+  </Data>
+  <Environment>
+    <Variable>
+      <Value></Value>
+      <Name>GOOGLE_API_KEY</Name>
+      <Mode/>
+    </Variable>
+    <Variable>
+      <Value></Value>
+      <Name>GOOGLE_CSE_ID</Name>
+      <Mode/>
+    </Variable>
+    <Variable>
+      <Value></Value>
+      <Name>GEMINI_API_KEY</Name>
+      <Mode/>
+    </Variable>
+  </Environment>
+  <Labels/>
+  <Config Name="WebUI Port" Target="8000" Default="8282" Mode="tcp" Description="Host Port for WebUI" Type="Port" Display="always" Required="true" Mask="false">8282</Config>
+  <Config Name="NAS Mount Path" Target="/data/nas" Default="/mnt/user/media/ingest/" Mode="rw" Description="Host path to map to NAS ingest directory" Type="Path" Display="always" Required="true" Mask="false">/mnt/user/media/ingest/</Config>
+  <Config Name="GOOGLE_API_KEY" Target="GOOGLE_API_KEY" Default="" Mode="" Description="Google Custom Search API Key" Type="Variable" Display="always" Required="false" Mask="true"></Config>
+  <Config Name="GOOGLE_CSE_ID" Target="GOOGLE_CSE_ID" Default="" Mode="" Description="Google Custom Search Engine ID" Type="Variable" Display="always" Required="false" Mask="true"></Config>
+  <Config Name="GEMINI_API_KEY" Target="GEMINI_API_KEY" Default="" Mode="" Description="Gemini 2.5 Flash API Key" Type="Variable" Display="always" Required="false" Mask="true"></Config>
+</Container>