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21<h1 id="introduction-—-what-the-middleware-does" tabindex="-1">Introduction — What the Middleware Does <a class="header-anchor" href="#introduction-—-what-the-middleware-does" aria-label="Permalink to &quot;Introduction — What the Middleware Does&quot;">​</a></h1><p><strong>Admin Bud-E</strong> is LAION&#39;s open-source middleware and user management layer for AI assistants. It sits between the browser-based front end (e.g. <a href="https://school.bud-e.ai/" target="_blank" rel="noreferrer">School Bud-E</a>) and different AI providers (Google Vertex AI, Mistral, Together, and others).</p><h2 id="how-it-works" tabindex="-1">How It Works <a class="header-anchor" href="#how-it-works" aria-label="Permalink to &quot;How It Works&quot;">​</a></h2><p>The front end runs entirely in the user&#39;s browser; <strong>conversation histories are stored locally on the user&#39;s device</strong> (no server-side chat storage). The middleware, in turn:</p><ol><li>Receives API requests from the front end</li><li>Forwards them to configured providers</li><li>Measures usage</li><li>Keeps per-user and per-project credit balances</li></ol><h2 id="key-benefits" tabindex="-1">Key Benefits <a class="header-anchor" href="#key-benefits" aria-label="Permalink to &quot;Key Benefits&quot;">​</a></h2><p>Users don&#39;t need to register with external vendors or manage multiple API keys. Instead, the admin of your organization issues <strong>one single &quot;Universal API key&quot;</strong> for each user (or class, or group).</p><p>This key:</p><ul><li>Is <strong>not linked to personal data</strong> (no names or e-mails required)</li><li>Works for <strong>all capabilities</strong>: LLM, VLM, TTS, and ASR</li><li>Makes operations <strong>simpler</strong> and supports <strong>GDPR-compliant</strong> setups</li></ul><h2 id="usage-measurement" tabindex="-1">Usage Measurement <a class="header-anchor" href="#usage-measurement" aria-label="Permalink to &quot;Usage Measurement&quot;">​</a></h2><p>The middleware counts usage in units that match the technology:</p><table tabindex="0"><thead><tr><th>Technology</th><th>Unit</th><th>Description</th></tr></thead><tbody><tr><td><strong>LLM/VLM</strong></td><td>Tokens</td><td>Words are split into small chunks</td></tr><tr><td><strong>TTS</strong></td><td>Characters</td><td>Each character counts toward usage</td></tr><tr><td><strong>ASR</strong></td><td>Tokens or Time</td><td>Provider-reported tokens or time-based (per hour of audio)</td></tr></tbody></table><p>This keeps cost drivers transparent:</p><ul><li>Longer answers consume more tokens</li><li>Frequent TTS playback increases character usage</li><li>ASR is typically inexpensive when billed per hour</li></ul><p>A non-specialist can therefore control the two main levers—<strong>answer length</strong> and <strong>TTS share</strong>—confidently.</p><h2 id="openai-compatible-proxy" tabindex="-1">OpenAI-Compatible Proxy <a class="header-anchor" href="#openai-compatible-proxy" aria-label="Permalink to &quot;OpenAI-Compatible Proxy&quot;">​</a></h2><p>Admin Bud-E includes a small <strong>OpenAI-compatible proxy</strong> for Google <strong>Vertex AI</strong>. This means clients can talk to Gemini models via the familiar OpenAI API shape (<code>POST /v1/chat/completions</code>, <code>Authorization: Bearer …</code>) while the middleware translates the requests to Vertex under the hood.</p><h2 id="terminology" tabindex="-1">Terminology <a class="header-anchor" href="#terminology" aria-label="Permalink to &quot;Terminology&quot;">​</a></h2><ul><li><strong>LLM</strong> — Large Language Model: generates/understands text</li><li><strong>VLM</strong> — Vision-Language Model: understands images + text</li><li><strong>TTS</strong> — Text-to-Speech: converts written text to natural speech</li><li><strong>ASR</strong> — Automatic Speech Recognition: transcribes speech to text</li></ul><h2 id="learn-more" tabindex="-1">Learn More <a class="header-anchor" href="#learn-more" aria-label="Permalink to &quot;Learn More&quot;">​</a></h2><ul><li><a href="https://platform.openai.com/docs/api-reference" target="_blank" rel="noreferrer">OpenAI API Reference</a></li><li><a href="https://cloud.google.com/vertex-ai" target="_blank" rel="noreferrer">Google Vertex AI</a></li><li><a href="https://cloud.google.com/vertex-ai/generative-ai/docs/learn/locations" target="_blank" rel="noreferrer">Generative AI Locations</a></li><li><a href="https://laion.ai/blog/bud-e-release/" target="_blank" rel="noreferrer">LAION Blog Post</a> (English)</li><li><a href="https://laion.ai/blog-de/admin_bud-e/" target="_blank" rel="noreferrer">LAION Blog Post</a> (German)</li></ul></div></div></main><footer class="VPDocFooter" data-v-39a288b8 data-v-e257564d><!--[--><!--]--><!----><nav class="prev-next" aria-labelledby="doc-footer-aria-label" data-v-e257564d><span class="visually-hidden" id="doc-footer-aria-label" data-v-e257564d>Pager</span><div class="pager" data-v-e257564d><!----></div><div class="pager" data-v-e257564d><a class="VPLink link pager-link next" href="/en/server-setup.html" data-v-e257564d><!--[--><span class="desc" data-v-e257564d>Next page</span><span class="title" data-v-e257564d>Server Setup</span><!--]--></a></div></nav></footer><!--[--><!--[--><!--[--><div class="custom-footer" data-v-a9cae145><p class="small active" data-lang="en" data-v-a9cae145> Admin Bud-E / Bud-E / School Bud-E are developed by <a href="https://laion.ai/" target="_blank" rel="noopener" data-v-a9cae145>LAION e. V.</a> (non-profit). Useful links: <a href="https://school.bud-e.ai/" target="_blank" rel="noopener" data-v-a9cae145>Hosted frontend</a> · <a href="https://github.com/christophschuhmann/school-bud-e-middleware" target="_blank" rel="noopener" data-v-a9cae145>Middleware repo</a> · <a href="https://github.com/christophschuhmann/school-bud-e-frontend/tree/middleware-compatible-frontend" target="_blank" rel="noopener" data-v-a9cae145>Frontend repo</a> · <a href="https://laion.ai/blog/bud-e-release/" target="_blank" rel="noopener" data-v-a9cae145>LAION blog</a></p></div><!--]--><!--]--><!--]--></div></div></div><!--[--><!--]--></div></div><!----><!--[--><!--]--></div></div>
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