> ## 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 & Projects

> End-to-end demo projects built on the Venice API, with working code you can run, read, and adapt for your own apps.

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    <div className="venice-demo-card-head">
      <span className="venice-demo-icon">
        <Icon icon="database" />
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      <span className="venice-demo-lang">Python</span>
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    <h3 className="venice-demo-title">Private RAG Bot</h3>
    <p className="venice-demo-desc">Grounded, citable answers from your own documents with re-ranked retrieval.</p>

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      <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="/guides/projects/private-rag-bot">Read the guide <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-head">
      <span className="venice-demo-icon">
        <Icon icon="robot" />
      </span>

      <span className="venice-demo-lang">Python</span>
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    <h3 className="venice-demo-title">Private Research Agent</h3>
    <p className="venice-demo-desc">Plans searches, reads web sources, and writes cited Markdown briefings.</p>

    <div className="venice-demo-tags">
      <span className="venice-demo-tag">Scrape API</span>
      <span className="venice-demo-tag">Planner</span>
      <span className="venice-demo-tag">Cited reports</span>
    </div>

    <div className="venice-demo-actions">
      <a className="venice-demo-link" href="/guides/projects/private-research-agent">Read the guide <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" />
      </span>

      <span className="venice-demo-lang">Python</span>
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    <h3 className="venice-demo-title">Codebase Security Reviewer</h3>
    <p className="venice-demo-desc">Finds atomic vulnerabilities and chains them into exploit paths.</p>

    <div className="venice-demo-tags">
      <span className="venice-demo-tag">AST repo map</span>
      <span className="venice-demo-tag">Pydantic</span>
      <span className="venice-demo-tag">Two-agent</span>
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    <div className="venice-demo-actions">
      <a className="venice-demo-link" href="/guides/projects/security-code-reviewer">Read the guide <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">
      <span className="venice-demo-icon">
        <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">An OpenAI-compatible gateway with auth, rate limits, streaming, and telemetry.</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>
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    <div className="venice-demo-actions">
      <a className="venice-demo-link" href="/guides/projects/rust-llm-gateway">Read the guide <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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