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<li class="toctree-l1" x-data="{ expanded: $el.classList.contains('current') ? true : false }"><a :class="{ 'expanded' : expanded }" @click="expanded = !expanded" class="reference internal expandable" href="../concepts/tech_overview/tech_overview.html">Tech Overview<button @click.prevent.stop="expanded = !expanded" type="button"><span class="sr-only"></span><svg fill="currentColor" height="18px" stroke="none" viewbox="0 0 24 24" width="18px" xmlns="http://www.w3.org/2000/svg"><path d="M10 6L8.59 7.41 13.17 12l-4.58 4.59L10 18l6-6z"></path></svg></button></a><ul x-show="expanded">
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<li class="toctree-l1"><a class="reference internal" href="../concepts/prompt_target.html">Prompt Target</a></li>
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<p class="caption" role="heading"><span class="caption-text">Guides</span></p>
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<ul class="current">
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<li class="toctree-l1 current"><a class="current reference internal" href="#">Prompt Guard</a></li>
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<li class="toctree-l1"><a class="reference internal" href="function_calling.html">Function Calling</a></li>
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<li class="toctree-l1" x-data="{ expanded: $el.classList.contains('current') ? true : false }"><a :class="{ 'expanded' : expanded }" @click="expanded = !expanded" class="reference internal expandable" href="observability/observability.html">Observability<button @click.prevent.stop="expanded = !expanded" type="button"><span class="sr-only"></span><svg fill="currentColor" height="18px" stroke="none" viewbox="0 0 24 24" width="18px" xmlns="http://www.w3.org/2000/svg"><path d="M10 6L8.59 7.41 13.17 12l-4.58 4.59L10 18l6-6z"></path></svg></button></a><ul x-show="expanded">
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<li class="toctree-l2"><a class="reference internal" href="observability/tracing.html">Tracing</a></li>
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<li class="toctree-l2"><a class="reference internal" href="observability/access_logging.html">Access Logging</a></li>
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<p class="caption" role="heading"><span class="caption-text">Build with Arch</span></p>
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<li class="toctree-l1"><a class="reference internal" href="../build_with_arch/agent.html">Agentic Apps</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../build_with_arch/rag.html">RAG Apps</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../build_with_arch/multi_turn.html">Multi-Turn</a></li>
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<p class="caption" role="heading"><span class="caption-text">Resources</span></p>
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<div class="mr-1">/</div><span aria-current="page" class="font-medium text-foreground overflow-hidden text-ellipsis whitespace-nowrap">Prompt Guard</span>
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</nav>
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<div id="content" role="main">
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<section id="prompt-guard">
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<span id="id1"></span><h1>Prompt Guard<a @click.prevent="window.navigator.clipboard.writeText($el.href); $el.setAttribute('data-tooltip', 'Copied!'); setTimeout(() => $el.setAttribute('data-tooltip', 'Copy link to this element'), 2000)" aria-label="Copy link to this element" class="headerlink" data-tooltip="Copy link to this element" href="#prompt-guard"><svg height="1em" viewbox="0 0 24 24" width="1em" xmlns="http://www.w3.org/2000/svg"><path d="M3.9 12c0-1.71 1.39-3.1 3.1-3.1h4V7H7c-2.76 0-5 2.24-5 5s2.24 5 5 5h4v-1.9H7c-1.71 0-3.1-1.39-3.1-3.1zM8 13h8v-2H8v2zm9-6h-4v1.9h4c1.71 0 3.1 1.39 3.1 3.1s-1.39 3.1-3.1 3.1h-4V17h4c2.76 0 5-2.24 5-5s-2.24-5-5-5z"></path></svg></a></h1>
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<p><strong>Prompt guard</strong> is a security and validation feature offered in Arch to protect agents, by filtering and analyzing prompts before they reach your application logic.
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In applications where prompts generate responses or execute specific actions based on user inputs, prompt guard minimizes risks like malicious inputs (or misaligned outputs).
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By adding a layer of input scrutiny, prompt guards ensures safer, more reliable, and accurate interactions with agents.</p>
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<section id="why-prompt-guard">
|
||
<h2>Why Prompt Guard<a @click.prevent="window.navigator.clipboard.writeText($el.href); $el.setAttribute('data-tooltip', 'Copied!'); setTimeout(() => $el.setAttribute('data-tooltip', 'Copy link to this element'), 2000)" aria-label="Copy link to this element" class="headerlink" data-tooltip="Copy link to this element" href="#why-prompt-guard" x-intersect.margin.0%.0%.-70%.0%="activeSection = '#why-prompt-guard'"><svg height="1em" viewbox="0 0 24 24" width="1em" xmlns="http://www.w3.org/2000/svg"><path d="M3.9 12c0-1.71 1.39-3.1 3.1-3.1h4V7H7c-2.76 0-5 2.24-5 5s2.24 5 5 5h4v-1.9H7c-1.71 0-3.1-1.39-3.1-3.1zM8 13h8v-2H8v2zm9-6h-4v1.9h4c1.71 0 3.1 1.39 3.1 3.1s-1.39 3.1-3.1 3.1h-4V17h4c2.76 0 5-2.24 5-5s-2.24-5-5-5z"></path></svg></a></h2>
|
||
<ul class="simple">
|
||
<li><dl class="simple">
|
||
<dt><strong>Prompt Sanitization via Arch-Guard</strong></dt><dd><ul>
|
||
<li><p><strong>Jailbreak Prevention</strong>: Detects and filters inputs that might attempt jailbreak attacks, like alternating LLM intended behavior, exposing the system prompt, or bypassing ethnics safety.</p></li>
|
||
</ul>
|
||
</dd>
|
||
</dl>
|
||
</li>
|
||
<li><dl class="simple">
|
||
<dt><strong>Dynamic Error Handling</strong></dt><dd><ul>
|
||
<li><p><strong>Automatic Correction</strong>: Applies error-handling techniques to suggest corrections for minor input errors, such as typos or misformatted data.</p></li>
|
||
<li><p><strong>Feedback Mechanism</strong>: Provides informative error messages to users, helping them understand how to correct input mistakes or adhere to guidelines.</p></li>
|
||
</ul>
|
||
</dd>
|
||
</dl>
|
||
</li>
|
||
</ul>
|
||
<div class="admonition note">
|
||
<p class="admonition-title">Note</p>
|
||
<p>Today, Arch offers support for jailbreak via Arch-Guard. We will be adding support for additional guards in Q1, 2025 (including response guardrails)</p>
|
||
</div>
|
||
<section id="what-is-arch-guard">
|
||
<h3>What Is Arch-Guard<a @click.prevent="window.navigator.clipboard.writeText($el.href); $el.setAttribute('data-tooltip', 'Copied!'); setTimeout(() => $el.setAttribute('data-tooltip', 'Copy link to this element'), 2000)" aria-label="Copy link to this element" class="headerlink" data-tooltip="Copy link to this element" href="#what-is-arch-guard" x-intersect.margin.0%.0%.-70%.0%="activeSection = '#what-is-arch-guard'"><svg height="1em" viewbox="0 0 24 24" width="1em" xmlns="http://www.w3.org/2000/svg"><path d="M3.9 12c0-1.71 1.39-3.1 3.1-3.1h4V7H7c-2.76 0-5 2.24-5 5s2.24 5 5 5h4v-1.9H7c-1.71 0-3.1-1.39-3.1-3.1zM8 13h8v-2H8v2zm9-6h-4v1.9h4c1.71 0 3.1 1.39 3.1 3.1s-1.39 3.1-3.1 3.1h-4V17h4c2.76 0 5-2.24 5-5s-2.24-5-5-5z"></path></svg></a></h3>
|
||
<p><a class="reference external" href="https://huggingface.co/collections/katanemo/arch-guard-6702bdc08b889e4bce8f446d" rel="nofollow noopener">Arch-Guard<svg fill="currentColor" height="1em" stroke="none" viewbox="0 96 960 960" width="1em" xmlns="http://www.w3.org/2000/svg"><path d="M188 868q-11-11-11-28t11-28l436-436H400q-17 0-28.5-11.5T360 336q0-17 11.5-28.5T400 296h320q17 0 28.5 11.5T760 336v320q0 17-11.5 28.5T720 696q-17 0-28.5-11.5T680 656V432L244 868q-11 11-28 11t-28-11Z"></path></svg></a> is a robust classifier model specifically trained on a diverse corpus of prompt attacks.
|
||
It excels at detecting explicitly malicious prompts, providing an essential layer of security for LLM applications.</p>
|
||
<p>By embedding Arch-Guard within the Arch architecture, we empower developers to build robust, LLM-powered applications while prioritizing security and safety. With Arch-Guard, you can navigate the complexities of prompt management with confidence, knowing you have a reliable defense against malicious input.</p>
|
||
</section>
|
||
<section id="example-configuration">
|
||
<h3>Example Configuration<a @click.prevent="window.navigator.clipboard.writeText($el.href); $el.setAttribute('data-tooltip', 'Copied!'); setTimeout(() => $el.setAttribute('data-tooltip', 'Copy link to this element'), 2000)" aria-label="Copy link to this element" class="headerlink" data-tooltip="Copy link to this element" href="#example-configuration" x-intersect.margin.0%.0%.-70%.0%="activeSection = '#example-configuration'"><svg height="1em" viewbox="0 0 24 24" width="1em" xmlns="http://www.w3.org/2000/svg"><path d="M3.9 12c0-1.71 1.39-3.1 3.1-3.1h4V7H7c-2.76 0-5 2.24-5 5s2.24 5 5 5h4v-1.9H7c-1.71 0-3.1-1.39-3.1-3.1zM8 13h8v-2H8v2zm9-6h-4v1.9h4c1.71 0 3.1 1.39 3.1 3.1s-1.39 3.1-3.1 3.1h-4V17h4c2.76 0 5-2.24 5-5s-2.24-5-5-5z"></path></svg></a></h3>
|
||
<p>Here is an example of using Arch-Guard in Arch:</p>
|
||
<div class="literal-block-wrapper docutils container" id="id2">
|
||
<div class="code-block-caption"><span class="caption-text">Arch-Guard Example Configuration</span><a @click.prevent="window.navigator.clipboard.writeText($el.href); $el.setAttribute('data-tooltip', 'Copied!'); setTimeout(() => $el.setAttribute('data-tooltip', 'Copy link to this element'), 2000)" aria-label="Copy link to this element" class="headerlink" data-tooltip="Copy link to this element" href="#id2"><svg height="1em" viewbox="0 0 24 24" width="1em" xmlns="http://www.w3.org/2000/svg"><path d="M3.9 12c0-1.71 1.39-3.1 3.1-3.1h4V7H7c-2.76 0-5 2.24-5 5s2.24 5 5 5h4v-1.9H7c-1.71 0-3.1-1.39-3.1-3.1zM8 13h8v-2H8v2zm9-6h-4v1.9h4c1.71 0 3.1 1.39 3.1 3.1s-1.39 3.1-3.1 3.1h-4V17h4c2.76 0 5-2.24 5-5s-2.24-5-5-5z"></path></svg></a></div>
|
||
<div class="highlight-yaml notranslate"><div class="highlight"><pre><span></span><code><span id="line-1"><span class="linenos">1</span><span class="w"> </span><span class="nt">input_guards</span><span class="p">:</span>
|
||
</span><span id="line-2"><span class="linenos">2</span><span class="w"> </span><span class="nt">jailbreak</span><span class="p">:</span>
|
||
</span><span id="line-3"><span class="linenos">3</span><span class="w"> </span><span class="nt">on_exception</span><span class="p">:</span>
|
||
</span><span id="line-4"><span class="linenos">4</span><span class="w"> </span><span class="nt">message</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">Looks like you're curious about my abilities, but I can only provide assistance within my programmed parameters.</span>
|
||
</span></code></pre></div>
|
||
</div>
|
||
</div>
|
||
</section>
|
||
</section>
|
||
<section id="how-arch-guard-works">
|
||
<h2>How Arch-Guard Works<a @click.prevent="window.navigator.clipboard.writeText($el.href); $el.setAttribute('data-tooltip', 'Copied!'); setTimeout(() => $el.setAttribute('data-tooltip', 'Copy link to this element'), 2000)" aria-label="Copy link to this element" class="headerlink" data-tooltip="Copy link to this element" href="#how-arch-guard-works" x-intersect.margin.0%.0%.-70%.0%="activeSection = '#how-arch-guard-works'"><svg height="1em" viewbox="0 0 24 24" width="1em" xmlns="http://www.w3.org/2000/svg"><path d="M3.9 12c0-1.71 1.39-3.1 3.1-3.1h4V7H7c-2.76 0-5 2.24-5 5s2.24 5 5 5h4v-1.9H7c-1.71 0-3.1-1.39-3.1-3.1zM8 13h8v-2H8v2zm9-6h-4v1.9h4c1.71 0 3.1 1.39 3.1 3.1s-1.39 3.1-3.1 3.1h-4V17h4c2.76 0 5-2.24 5-5s-2.24-5-5-5z"></path></svg></a></h2>
|
||
<ol class="arabic">
|
||
<li><p><strong>Pre-Processing Stage</strong></p>
|
||
<blockquote>
|
||
<div><p>As a request or prompt is received, Arch Guard first performs validation. If any violations are detected, the input is flagged, and a tailored error message may be returned.</p>
|
||
</div></blockquote>
|
||
</li>
|
||
<li><p><strong>Error Handling and Feedback</strong></p>
|
||
<blockquote>
|
||
<div><p>If the prompt contains errors or does not meet certain criteria, the user receives immediate feedback or correction suggestions, enhancing usability and reducing the chance of repeated input mistakes.</p>
|
||
</div></blockquote>
|
||
</li>
|
||
</ol>
|
||
</section>
|
||
<section id="benefits-of-using-arch-guard">
|
||
<h2>Benefits of Using Arch Guard<a @click.prevent="window.navigator.clipboard.writeText($el.href); $el.setAttribute('data-tooltip', 'Copied!'); setTimeout(() => $el.setAttribute('data-tooltip', 'Copy link to this element'), 2000)" aria-label="Copy link to this element" class="headerlink" data-tooltip="Copy link to this element" href="#benefits-of-using-arch-guard" x-intersect.margin.0%.0%.-70%.0%="activeSection = '#benefits-of-using-arch-guard'"><svg height="1em" viewbox="0 0 24 24" width="1em" xmlns="http://www.w3.org/2000/svg"><path d="M3.9 12c0-1.71 1.39-3.1 3.1-3.1h4V7H7c-2.76 0-5 2.24-5 5s2.24 5 5 5h4v-1.9H7c-1.71 0-3.1-1.39-3.1-3.1zM8 13h8v-2H8v2zm9-6h-4v1.9h4c1.71 0 3.1 1.39 3.1 3.1s-1.39 3.1-3.1 3.1h-4V17h4c2.76 0 5-2.24 5-5s-2.24-5-5-5z"></path></svg></a></h2>
|
||
<ul class="simple">
|
||
<li><p><strong>Enhanced Security</strong>: Protects against injection attacks, harmful content, and misuse, securing both system and user data.</p></li>
|
||
<li><p><strong>Better User Experience</strong>: Clear feedback and error correction improve user interactions by guiding them to correct input formats and constraints.</p></li>
|
||
</ul>
|
||
</section>
|
||
<section id="summary">
|
||
<h2>Summary<a @click.prevent="window.navigator.clipboard.writeText($el.href); $el.setAttribute('data-tooltip', 'Copied!'); setTimeout(() => $el.setAttribute('data-tooltip', 'Copy link to this element'), 2000)" aria-label="Copy link to this element" class="headerlink" data-tooltip="Copy link to this element" href="#summary" x-intersect.margin.0%.0%.-70%.0%="activeSection = '#summary'"><svg height="1em" viewbox="0 0 24 24" width="1em" xmlns="http://www.w3.org/2000/svg"><path d="M3.9 12c0-1.71 1.39-3.1 3.1-3.1h4V7H7c-2.76 0-5 2.24-5 5s2.24 5 5 5h4v-1.9H7c-1.71 0-3.1-1.39-3.1-3.1zM8 13h8v-2H8v2zm9-6h-4v1.9h4c1.71 0 3.1 1.39 3.1 3.1s-1.39 3.1-3.1 3.1h-4V17h4c2.76 0 5-2.24 5-5s-2.24-5-5-5z"></path></svg></a></h2>
|
||
<p>Prompt guard is an essential tool for any prompt-based system that values security, accuracy, and compliance.
|
||
By implementing Prompt Guard, developers can provide a robust layer of input validation and security, leading to better-performing, reliable, and safer applications.</p>
|
||
</section>
|
||
</section>
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<polyline points="15 18 9 12 15 6"></polyline>
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</svg>
|
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Prompt Target
|
||
</a>
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</div>
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||
<div class="ml-auto">
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<a class="inline-flex items-center justify-center rounded-md text-sm font-medium transition-colors border border-input hover:bg-accent hover:text-accent-foreground py-2 px-4" href="function_calling.html">
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Function Calling
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<div class="sticky top-16 -mt-10 max-h-[calc(100vh-5rem)] overflow-y-auto pt-6 space-y-2"><p class="font-medium">On this page</p>
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<ul>
|
||
<li><a :data-current="activeSection === '#why-prompt-guard'" class="reference internal" href="#why-prompt-guard">Why Prompt Guard</a><ul>
|
||
<li><a :data-current="activeSection === '#what-is-arch-guard'" class="reference internal" href="#what-is-arch-guard">What Is Arch-Guard</a></li>
|
||
<li><a :data-current="activeSection === '#example-configuration'" class="reference internal" href="#example-configuration">Example Configuration</a></li>
|
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</ul>
|
||
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|
||
<li><a :data-current="activeSection === '#how-arch-guard-works'" class="reference internal" href="#how-arch-guard-works">How Arch-Guard Works</a></li>
|
||
<li><a :data-current="activeSection === '#benefits-of-using-arch-guard'" class="reference internal" href="#benefits-of-using-arch-guard">Benefits of Using Arch Guard</a></li>
|
||
<li><a :data-current="activeSection === '#summary'" class="reference internal" href="#summary">Summary</a></li>
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<p class="text-sm leading-loose text-center text-muted-foreground md:text-left">© 2024, Katanemo Labs, Inc Last updated: Dec 21, 2024. </p>
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