> ## Documentation Index
> Fetch the complete documentation index at: https://docs.venice.ai/llms.txt
> Use this file to discover all available pages before exploring further.

# Demos & Projekte

> Vollständige Demo-Projekte auf Basis der Venice-API, mit lauffähigem Code, den du ausführen, lesen und für deine eigenen Anwendungen anpassen kannst.

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        <Icon icon="database" />
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      <span className="venice-demo-lang">Python</span>
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    <h3 className="venice-demo-title">Privater RAG-Bot</h3>
    <p className="venice-demo-desc">Fundierte, zitierbare Antworten aus deinen eigenen Dokumenten mit neu gewichtetem Retrieval.</p>

    <div className="venice-demo-tags">
      <span className="venice-demo-tag">Qdrant</span>
      <span className="venice-demo-tag">FastEmbed</span>
      <span className="venice-demo-tag">Re-Ranking</span>
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    <div className="venice-demo-actions">
      <a className="venice-demo-link" href="/de/guides/projects/private-rag-bot">Zur Anleitung <span className="venice-demo-arrow">→</span></a>
      <a className="venice-demo-repo" href="https://github.com/joshua-mo-143/venice-rag-bot-demo" target="_blank" rel="noopener noreferrer"><Icon icon="brand-github" size={14} /> GitHub</a>
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    <div className="venice-demo-byline">Joshua Mo · Apr 2026</div>
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  <div className="venice-demo-card">
    <div className="venice-demo-card-head">
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        <Icon icon="robot" />
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      <span className="venice-demo-lang">Python</span>
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    <h3 className="venice-demo-title">Privater Recherche-Agent</h3>
    <p className="venice-demo-desc">Plant Suchen, liest Webquellen und schreibt zitierte Markdown-Briefings.</p>

    <div className="venice-demo-tags">
      <span className="venice-demo-tag">Scrape API</span>
      <span className="venice-demo-tag">Planer</span>
      <span className="venice-demo-tag">Zitierte Berichte</span>
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    <div className="venice-demo-actions">
      <a className="venice-demo-link" href="/de/guides/projects/private-research-agent">Zur Anleitung <span className="venice-demo-arrow">→</span></a>
      <a className="venice-demo-repo" href="https://github.com/joshua-mo-143/venice-research-agent-demo" target="_blank" rel="noopener noreferrer"><Icon icon="brand-github" size={14} /> GitHub</a>
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    <div className="venice-demo-byline">Joshua Mo · May 2026</div>
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  <div className="venice-demo-card">
    <div className="venice-demo-card-head">
      <span className="venice-demo-icon">
        <Icon icon="shield" />
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      <span className="venice-demo-lang">Python</span>
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    <h3 className="venice-demo-title">Codebasis-Sicherheitsprüfer</h3>
    <p className="venice-demo-desc">Findet atomare Schwachstellen und verkettet sie zu Exploit-Pfaden.</p>

    <div className="venice-demo-tags">
      <span className="venice-demo-tag">AST-Repo-Karte</span>
      <span className="venice-demo-tag">Pydantic</span>
      <span className="venice-demo-tag">Zwei Agenten</span>
    </div>

    <div className="venice-demo-actions">
      <a className="venice-demo-link" href="/de/guides/projects/security-code-reviewer">Zur Anleitung <span className="venice-demo-arrow">→</span></a>
      <a className="venice-demo-repo" href="https://github.com/joshua-mo-143/venice-security-agent-demo" target="_blank" rel="noopener noreferrer"><Icon icon="brand-github" size={14} /> GitHub</a>
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    <div className="venice-demo-byline">Joshua Mo · Jun 2026</div>
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  <div className="venice-demo-card">
    <div className="venice-demo-card-head">
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        <Icon icon="server" />
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      <span className="venice-demo-lang">Rust</span>
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    <h3 className="venice-demo-title">Rust-LLM-Gateway</h3>
    <p className="venice-demo-desc">Ein OpenAI-kompatibles Gateway mit Authentifizierung, Rate-Limits, Streaming und Telemetrie.</p>

    <div className="venice-demo-tags">
      <span className="venice-demo-tag">Axum</span>
      <span className="venice-demo-tag">Postgres</span>
      <span className="venice-demo-tag">SQLx</span>
      <span className="venice-demo-tag">OpenTelemetry</span>
    </div>

    <div className="venice-demo-actions">
      <a className="venice-demo-link" href="/de/guides/projects/rust-llm-gateway">Zur Anleitung <span className="venice-demo-arrow">→</span></a>
      <a className="venice-demo-repo" href="https://github.com/joshua-mo-143/venice-llm-gateway-demo" target="_blank" rel="noopener noreferrer"><Icon icon="brand-github" size={14} /> GitHub</a>
    </div>

    <div className="venice-demo-byline">Joshua Mo · Jul 2026</div>
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