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|
||||
<span id="id1"></span><h1>Error Target<a @click.prevent="window.navigator.clipboard.writeText($el.href); $el.setAttribute('data-tooltip', 'Copied!'); setTimeout(() => $el.setAttribute('data-tooltip', 'Copy link to this element'), 2000)" aria-label="Copy link to this element" class="headerlink" data-tooltip="Copy link to this element" href="#error-target"><svg height="1em" viewbox="0 0 24 24" width="1em" xmlns="http://www.w3.org/2000/svg"><path d="M3.9 12c0-1.71 1.39-3.1 3.1-3.1h4V7H7c-2.76 0-5 2.24-5 5s2.24 5 5 5h4v-1.9H7c-1.71 0-3.1-1.39-3.1-3.1zM8 13h8v-2H8v2zm9-6h-4v1.9h4c1.71 0 3.1 1.39 3.1 3.1s-1.39 3.1-3.1 3.1h-4V17h4c2.76 0 5-2.24 5-5s-2.24-5-5-5z"></path></svg></a></h1>
|
||||
<p><strong>Error targets</strong> are designed to capture and manage specific issues or exceptions that occur during Arch’s function or system’s execution.</p>
|
||||
<p>These endpoints receive errors forwarded from Arch when issues arise, such as improper function/API calls, guardrail violations, or other processing errors.
|
||||
The errors are communicated to the application via headers like <code class="docutils literal notranslate"><span class="pre">X-Arch-[ERROR-TYPE]</span></code>, enabling you to respond appropriately and handle errors gracefully.</p>
|
||||
<section id="key-concepts">
|
||||
<h2>Key Concepts<a @click.prevent="window.navigator.clipboard.writeText($el.href); $el.setAttribute('data-tooltip', 'Copied!'); setTimeout(() => $el.setAttribute('data-tooltip', 'Copy link to this element'), 2000)" aria-label="Copy link to this element" class="headerlink" data-tooltip="Copy link to this element" href="#key-concepts" x-intersect.margin.0%.0%.-70%.0%="activeSection = '#key-concepts'"><svg height="1em" viewbox="0 0 24 24" width="1em" xmlns="http://www.w3.org/2000/svg"><path d="M3.9 12c0-1.71 1.39-3.1 3.1-3.1h4V7H7c-2.76 0-5 2.24-5 5s2.24 5 5 5h4v-1.9H7c-1.71 0-3.1-1.39-3.1-3.1zM8 13h8v-2H8v2zm9-6h-4v1.9h4c1.71 0 3.1 1.39 3.1 3.1s-1.39 3.1-3.1 3.1h-4V17h4c2.76 0 5-2.24 5-5s-2.24-5-5-5z"></path></svg></a></h2>
|
||||
<ul class="simple">
|
||||
<li><p><strong>Error Type</strong>: Categorizes the nature of the error, such as “ValidationError” or “RuntimeError.” These error types help in identifying what kind of issue occurred and provide context for troubleshooting.</p></li>
|
||||
<li><p><strong>Error Message</strong>: A clear, human-readable message describing the error. This should provide enough detail to inform users or developers of the root cause or required action.</p></li>
|
||||
<li><p><strong>Target Prompt</strong>: The specific prompt or operation where the error occurred. Understanding where the error happened helps with debugging and pinpointing the source of the problem.</p></li>
|
||||
<li><p><strong>Parameter-Specific Errors</strong>: Errors that arise due to invalid or missing parameters when invoking a function. These errors are critical for ensuring the correctness of inputs.</p></li>
|
||||
</ul>
|
||||
</section>
|
||||
<section id="error-header-example">
|
||||
<h2>Error Header Example<a @click.prevent="window.navigator.clipboard.writeText($el.href); $el.setAttribute('data-tooltip', 'Copied!'); setTimeout(() => $el.setAttribute('data-tooltip', 'Copy link to this element'), 2000)" aria-label="Copy link to this element" class="headerlink" data-tooltip="Copy link to this element" href="#error-header-example" x-intersect.margin.0%.0%.-70%.0%="activeSection = '#error-header-example'"><svg height="1em" viewbox="0 0 24 24" width="1em" xmlns="http://www.w3.org/2000/svg"><path d="M3.9 12c0-1.71 1.39-3.1 3.1-3.1h4V7H7c-2.76 0-5 2.24-5 5s2.24 5 5 5h4v-1.9H7c-1.71 0-3.1-1.39-3.1-3.1zM8 13h8v-2H8v2zm9-6h-4v1.9h4c1.71 0 3.1 1.39 3.1 3.1s-1.39 3.1-3.1 3.1h-4V17h4c2.76 0 5-2.24 5-5s-2.24-5-5-5z"></path></svg></a></h2>
|
||||
<div class="literal-block-wrapper docutils container" id="id2">
|
||||
<div class="code-block-caption"><span class="caption-text">Error Header Example</span><a @click.prevent="window.navigator.clipboard.writeText($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-bash notranslate"><div class="highlight"><pre><span></span><code><span id="line-1"><span class="w"> </span>HTTP/1.1<span class="w"> </span><span class="m">400</span><span class="w"> </span>Bad<span class="w"> </span>Request
|
||||
</span><span id="line-2"><span class="w"> </span>X-Arch-Error-Type:<span class="w"> </span>FunctionValidationError
|
||||
</span><span id="line-3"><span class="w"> </span>X-Arch-Error-Message:<span class="w"> </span>Tools<span class="w"> </span>call<span class="w"> </span>parsing<span class="w"> </span>failure
|
||||
</span><span id="line-4"><span class="w"> </span>X-Arch-Target-Prompt:<span class="w"> </span>createUser
|
||||
</span><span id="line-5"><span class="w"> </span>Content-Type:<span class="w"> </span>application/json
|
||||
</span><span id="line-6">
|
||||
</span><span id="line-7"><span class="w"> </span><span class="s2">"messages"</span>:<span class="w"> </span><span class="o">[</span>
|
||||
</span><span id="line-8"><span class="w"> </span><span class="o">{</span>
|
||||
</span><span id="line-9"><span class="w"> </span><span class="s2">"role"</span>:<span class="w"> </span><span class="s2">"user"</span>,
|
||||
</span><span id="line-10"><span class="w"> </span><span class="s2">"content"</span>:<span class="w"> </span><span class="s2">"Please create a user with the following ID: 1234"</span>
|
||||
</span><span id="line-11"><span class="w"> </span><span class="o">}</span>,
|
||||
</span><span id="line-12"><span class="w"> </span><span class="o">{</span>
|
||||
</span><span id="line-13"><span class="w"> </span><span class="s2">"role"</span>:<span class="w"> </span><span class="s2">"system"</span>,
|
||||
</span><span id="line-14"><span class="w"> </span><span class="s2">"content"</span>:<span class="w"> </span><span class="s2">"Expected a string for 'user_id', but got an integer."</span>
|
||||
</span><span id="line-15"><span class="w"> </span><span class="o">}</span>
|
||||
</span><span id="line-16"><span class="w"> </span><span class="o">]</span>
|
||||
</span></code></pre></div>
|
||||
</div>
|
||||
</div>
|
||||
</section>
|
||||
<section id="best-practices-and-tips">
|
||||
<h2>Best Practices and Tips<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="#best-practices-and-tips" x-intersect.margin.0%.0%.-70%.0%="activeSection = '#best-practices-and-tips'"><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>Graceful Degradation</strong>: If an error occurs, fail gracefully by providing fallback logic or alternative flows when possible.</p></li>
|
||||
<li><p><strong>Log Errors</strong>: Always log errors on the server side for later analysis.</p></li>
|
||||
<li><p><strong>Client-Side Handling</strong>: Make sure the client can interpret error responses and provide meaningful feedback to the user. Clients should not display raw error codes or stack traces but rather handle them gracefully.</p></li>
|
||||
</ul>
|
||||
</section>
|
||||
</section>
|
||||
</div><div class="flex justify-between items-center pt-6 mt-12 border-t border-border gap-4">
|
||||
<div class="mr-auto">
|
||||
<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="request_lifecycle.html">
|
||||
<svg class="mr-2 h-4 w-4" fill="none" height="24" stroke="currentColor" stroke-linecap="round" stroke-linejoin="round" stroke-width="2" viewbox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg">
|
||||
<polyline points="15 18 9 12 15 6"></polyline>
|
||||
</svg>
|
||||
Request Lifecycle
|
||||
</a>
|
||||
</div>
|
||||
<div class="ml-auto">
|
||||
<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="../llm_provider.html">
|
||||
LLM Provider
|
||||
<svg class="ml-2 h-4 w-4" fill="none" height="24" stroke="currentColor" stroke-linecap="round" stroke-linejoin="round" stroke-width="2" viewbox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg">
|
||||
<polyline points="9 18 15 12 9 6"></polyline>
|
||||
</svg>
|
||||
</a>
|
||||
</div>
|
||||
</div></div><aside class="hidden text-sm xl:block" id="right-sidebar">
|
||||
<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>
|
||||
<ul>
|
||||
<li><a :data-current="activeSection === '#key-concepts'" class="reference internal" href="#key-concepts">Key Concepts</a></li>
|
||||
<li><a :data-current="activeSection === '#error-header-example'" class="reference internal" href="#error-header-example">Error Header Example</a></li>
|
||||
<li><a :data-current="activeSection === '#best-practices-and-tips'" class="reference internal" href="#best-practices-and-tips">Best Practices and Tips</a></li>
|
||||
</ul>
|
||||
</div>
|
||||
</aside>
|
||||
</main>
|
||||
</div>
|
||||
</div><footer class="py-6 border-t border-border md:py-0">
|
||||
<div class="container flex flex-col items-center justify-between gap-4 md:h-24 md:flex-row">
|
||||
<div class="flex flex-col items-center gap-4 px-8 md:flex-row md:gap-2 md:px-0">
|
||||
<p class="text-sm leading-loose text-center text-muted-foreground md:text-left">© 2024, Katanemo Labs, Inc Last updated: Oct 08, 2024. </p>
|
||||
</div>
|
||||
</div>
|
||||
</footer>
|
||||
</div>
|
||||
<script src="../../_static/documentation_options.js?v=a0703c7e"></script>
|
||||
<script src="../../_static/doctools.js?v=9a2dae69"></script>
|
||||
<script src="../../_static/sphinx_highlight.js?v=dc90522c"></script>
|
||||
<script defer="defer" src="../../_static/theme.js?v=1808ab49"></script>
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||||
<script src="../../_static/design-tabs.js?v=f930bc37"></script>
|
||||
</body>
|
||||
</html>
|
||||
|
|
@ -18,7 +18,7 @@
|
|||
<link href="./docs/concepts/tech_overview/listener.html" rel="canonical"/>
|
||||
<link href="../../_static/favicon.ico" rel="icon"/>
|
||||
<link href="../../search.html" rel="search" title="Search"/>
|
||||
<link href="model_serving.html" rel="next" title="Model Serving"/>
|
||||
<link href="prompt.html" rel="next" title="Prompts"/>
|
||||
<link href="threading_model.html" rel="prev" title="Threading Model"/>
|
||||
<script>
|
||||
<!-- Prevent Flash of wrong theme -->
|
||||
|
|
@ -101,9 +101,10 @@
|
|||
<li class="toctree-l2"><a class="reference internal" href="terminology.html">Terminology</a></li>
|
||||
<li class="toctree-l2"><a class="reference internal" href="threading_model.html">Threading Model</a></li>
|
||||
<li class="toctree-l2 current"><a class="current reference internal" href="#">Listener</a></li>
|
||||
<li class="toctree-l2"><a class="reference internal" href="prompt.html">Prompts</a></li>
|
||||
<li class="toctree-l2"><a class="reference internal" href="model_serving.html">Model Serving</a></li>
|
||||
<li class="toctree-l2"><a class="reference internal" href="prompt.html">Prompt</a></li>
|
||||
<li class="toctree-l2"><a class="reference internal" href="request_lifecycle.html">Request Lifecycle</a></li>
|
||||
<li class="toctree-l2"><a class="reference internal" href="error_target.html">Error Target</a></li>
|
||||
</ul>
|
||||
</li>
|
||||
<li class="toctree-l1"><a class="reference internal" href="../llm_provider.html">LLM Provider</a></li>
|
||||
|
|
@ -128,7 +129,6 @@
|
|||
<p class="caption" role="heading"><span class="caption-text">Resources</span></p>
|
||||
<ul>
|
||||
<li class="toctree-l1"><a class="reference internal" href="../../resources/configuration_reference.html">Configuration Reference</a></li>
|
||||
<li class="toctree-l1"><a class="reference internal" href="../../resources/error_target.html">Error Targets</a></li>
|
||||
</ul>
|
||||
</nav>
|
||||
</div>
|
||||
|
|
@ -154,7 +154,7 @@
|
|||
<div id="content" role="main">
|
||||
<section id="listener">
|
||||
<span id="arch-overview-listeners"></span><h1>Listener<a @click.prevent="window.navigator.clipboard.writeText($el.href); $el.setAttribute('data-tooltip', 'Copied!'); setTimeout(() => $el.setAttribute('data-tooltip', 'Copy link to this element'), 2000)" aria-label="Copy link to this element" class="headerlink" data-tooltip="Copy link to this element" href="#listener"><svg height="1em" viewbox="0 0 24 24" width="1em" xmlns="http://www.w3.org/2000/svg"><path d="M3.9 12c0-1.71 1.39-3.1 3.1-3.1h4V7H7c-2.76 0-5 2.24-5 5s2.24 5 5 5h4v-1.9H7c-1.71 0-3.1-1.39-3.1-3.1zM8 13h8v-2H8v2zm9-6h-4v1.9h4c1.71 0 3.1 1.39 3.1 3.1s-1.39 3.1-3.1 3.1h-4V17h4c2.76 0 5-2.24 5-5s-2.24-5-5-5z"></path></svg></a></h1>
|
||||
<p>Listener is a top level primitive in Arch, which simplifies the configuration required to bind incoming
|
||||
<p><strong>Listener</strong> is a top level primitive in Arch, which simplifies the configuration required to bind incoming
|
||||
connections from downstream clients, and for egress connections to LLMs (hosted or API)</p>
|
||||
<p>Arch builds on Envoy’s Listener subsystem to streamline connection managemet for developers. Arch minimizes
|
||||
the complexity of Envoy’s listener setup by using best-practices and exposing only essential settings,
|
||||
|
|
@ -165,33 +165,33 @@ simplification ensures that connections are secure, reliable, and optimized for
|
|||
<p>Developers can configure Arch to accept connections from downstream clients. A downstream listener acts as the
|
||||
primary entry point for incoming traffic, handling initial connection setup, including network filtering, gurdrails,
|
||||
and additional network security checks. For more details on prompt security and safety,
|
||||
see <a class="reference internal" href="prompt.html#arch-overview-prompt-handling"><span class="std std-ref">here</span></a></p>
|
||||
see <a class="reference internal" href="prompt.html#arch-overview-prompt-handling"><span class="std std-ref">here</span></a>.</p>
|
||||
</section>
|
||||
<section id="upstream-egress">
|
||||
<h2>Upstream (Egress)<a @click.prevent="window.navigator.clipboard.writeText($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="#upstream-egress" x-intersect.margin.0%.0%.-70%.0%="activeSection = '#upstream-egress'"><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>Arch automatically configures a listener to route requests from your application to upstream LLM API providers (or hosts).
|
||||
When you start Arch, it creates a listener for egress traffic based on the presence of the <code class="docutils literal notranslate"><span class="pre">llm_providers</span></code> configuration
|
||||
section in the <code class="docutils literal notranslate"><span class="pre">prompt_config.yml</span></code> file. Arch binds itself to a local address such as <code class="docutils literal notranslate"><span class="pre">127.0.0.1:9000/v1</span></code> or a DNS-based
|
||||
address like <code class="docutils literal notranslate"><span class="pre">arch.local:9000/v1</span></code> for outgoing traffic. For more details on LLM providers, read <a class="reference internal" href="../llm_provider.html#llm-provider"><span class="std std-ref">here</span></a></p>
|
||||
When you start Arch, it creates a listener for egress traffic based on the presence of the <code class="docutils literal notranslate"><span class="pre">listener</span></code> configuration
|
||||
section in the configuration file. Arch binds itself to a local address such as <code class="docutils literal notranslate"><span class="pre">127.0.0.1:9000/v1</span></code> or a DNS-based
|
||||
address like <code class="docutils literal notranslate"><span class="pre">arch.local:9000/v1</span></code> for outgoing traffic. For more details on LLM providers, read <a class="reference internal" href="../llm_provider.html#llm-provider"><span class="std std-ref">here</span></a>.</p>
|
||||
</section>
|
||||
<section id="configure-listener">
|
||||
<h2>Configure Listener<a @click.prevent="window.navigator.clipboard.writeText($el.href); $el.setAttribute('data-tooltip', 'Copied!'); setTimeout(() => $el.setAttribute('data-tooltip', 'Copy link to this element'), 2000)" aria-label="Copy link to this element" class="headerlink" data-tooltip="Copy link to this element" href="#configure-listener" x-intersect.margin.0%.0%.-70%.0%="activeSection = '#configure-listener'"><svg height="1em" viewbox="0 0 24 24" width="1em" xmlns="http://www.w3.org/2000/svg"><path d="M3.9 12c0-1.71 1.39-3.1 3.1-3.1h4V7H7c-2.76 0-5 2.24-5 5s2.24 5 5 5h4v-1.9H7c-1.71 0-3.1-1.39-3.1-3.1zM8 13h8v-2H8v2zm9-6h-4v1.9h4c1.71 0 3.1 1.39 3.1 3.1s-1.39 3.1-3.1 3.1h-4V17h4c2.76 0 5-2.24 5-5s-2.24-5-5-5z"></path></svg></a></h2>
|
||||
<p>To configure a Downstream (Ingress) Listner, simply add the <code class="docutils literal notranslate"><span class="pre">listener</span></code> directive to your <code class="docutils literal notranslate"><span class="pre">prompt_config.yml</span></code> file:</p>
|
||||
<p>To configure a Downstream (Ingress) Listner, simply add the <code class="docutils literal notranslate"><span class="pre">listener</span></code> directive to your configuration file:</p>
|
||||
<div class="literal-block-wrapper docutils container" id="id1">
|
||||
<div class="code-block-caption"><span class="caption-text">Example Configuration</span><a @click.prevent="window.navigator.clipboard.writeText($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="#id1"><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="nt">version</span><span class="p">:</span><span class="w"> </span><span class="s">"0.1-beta"</span>
|
||||
</span><span id="line-2"><mark><span class="linenos"> 2</span>
|
||||
</mark></span><span id="line-3"><mark><span class="linenos"> 3</span><span class="nt">listener</span><span class="p">:</span>
|
||||
<div class="highlight-yaml notranslate"><div class="highlight"><pre><span></span><code><span id="line-1"><span class="linenos"> 1</span><span class="nt">version</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">v0.1</span>
|
||||
</span><span id="line-2"><span class="linenos"> 2</span>
|
||||
</span><span id="line-3"><mark><span class="linenos"> 3</span><span class="nt">listener</span><span class="p">:</span>
|
||||
</mark></span><span id="line-4"><mark><span class="linenos"> 4</span><span class="w"> </span><span class="nt">address</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">0.0.0.0</span><span class="w"> </span><span class="c1"># or 127.0.0.1</span>
|
||||
</mark></span><span id="line-5"><mark><span class="linenos"> 5</span><span class="w"> </span><span class="nt">port</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">10000</span>
|
||||
</mark></span><span id="line-6"><span class="linenos"> 6</span><span class="w"> </span><span class="c1"># Defines how Arch should parse the content from application/json or text/pain Content-type in the http request</span>
|
||||
</span><span id="line-7"><span class="linenos"> 7</span><span class="w"> </span><span class="nt">message_format</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">huggingface</span>
|
||||
</span><span id="line-8"><span class="linenos"> 8</span>
|
||||
</mark></span><span id="line-6"><mark><span class="linenos"> 6</span><span class="w"> </span><span class="c1"># Defines how Arch should parse the content from application/json or text/pain Content-type in the http request</span>
|
||||
</mark></span><span id="line-7"><mark><span class="linenos"> 7</span><span class="w"> </span><span class="nt">message_format</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">huggingface</span>
|
||||
</mark></span><span id="line-8"><span class="linenos"> 8</span>
|
||||
</span><span id="line-9"><span class="linenos"> 9</span><span class="c1"># Centralized way to manage LLMs, manage keys, retry logic, failover and limits in a central way</span>
|
||||
</span><span id="line-10"><span class="linenos">10</span><span class="nt">llm_providers</span><span class="p">:</span>
|
||||
</span><span id="line-11"><span class="linenos">11</span><span class="w"> </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">name</span><span class="p">:</span><span class="w"> </span><span class="s">"OpenAI"</span>
|
||||
</span><span id="line-12"><span class="linenos">12</span><span class="w"> </span><span class="nt">provider</span><span class="p">:</span><span class="w"> </span><span class="s">"openai"</span>
|
||||
</span><span id="line-13"><span class="linenos">13</span><span class="w"> </span><span class="nt">access_key</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">$OPENAI_API_KEY</span>
|
||||
</span><span id="line-11"><span class="linenos">11</span><span class="w"> </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">name</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">OpenAI</span>
|
||||
</span><span id="line-12"><span class="linenos">12</span><span class="w"> </span><span class="nt">provider</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">openai</span>
|
||||
</span><span id="line-13"><span class="linenos">13</span><span class="w"> </span><span class="nt">access_key</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">OPENAI_API_KEY</span>
|
||||
</span><span id="line-14"><span class="linenos">14</span><span class="w"> </span><span class="nt">model</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">gpt-4o</span>
|
||||
</span><span id="line-15"><span class="linenos">15</span><span class="w"> </span><span class="nt">default</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">true</span>
|
||||
</span><span id="line-16"><span class="linenos">16</span><span class="w"> </span><span class="nt">stream</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">true</span>
|
||||
|
|
@ -212,8 +212,8 @@ address like <code class="docutils literal notranslate"><span class="pre">arch.l
|
|||
</a>
|
||||
</div>
|
||||
<div class="ml-auto">
|
||||
<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="model_serving.html">
|
||||
Model Serving
|
||||
<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="prompt.html">
|
||||
Prompts
|
||||
<svg class="ml-2 h-4 w-4" fill="none" height="24" stroke="currentColor" stroke-linecap="round" stroke-linejoin="round" stroke-width="2" viewbox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg">
|
||||
<polyline points="9 18 15 12 9 6"></polyline>
|
||||
</svg>
|
||||
|
|
|
|||
|
|
@ -18,8 +18,8 @@
|
|||
<link href="./docs/concepts/tech_overview/model_serving.html" rel="canonical"/>
|
||||
<link href="../../_static/favicon.ico" rel="icon"/>
|
||||
<link href="../../search.html" rel="search" title="Search"/>
|
||||
<link href="prompt.html" rel="next" title="Prompt"/>
|
||||
<link href="listener.html" rel="prev" title="Listener"/>
|
||||
<link href="request_lifecycle.html" rel="next" title="Request Lifecycle"/>
|
||||
<link href="prompt.html" rel="prev" title="Prompts"/>
|
||||
<script>
|
||||
<!-- Prevent Flash of wrong theme -->
|
||||
const userPreference = localStorage.getItem('darkMode');
|
||||
|
|
@ -101,9 +101,10 @@
|
|||
<li class="toctree-l2"><a class="reference internal" href="terminology.html">Terminology</a></li>
|
||||
<li class="toctree-l2"><a class="reference internal" href="threading_model.html">Threading Model</a></li>
|
||||
<li class="toctree-l2"><a class="reference internal" href="listener.html">Listener</a></li>
|
||||
<li class="toctree-l2"><a class="reference internal" href="prompt.html">Prompts</a></li>
|
||||
<li class="toctree-l2 current"><a class="current reference internal" href="#">Model Serving</a></li>
|
||||
<li class="toctree-l2"><a class="reference internal" href="prompt.html">Prompt</a></li>
|
||||
<li class="toctree-l2"><a class="reference internal" href="request_lifecycle.html">Request Lifecycle</a></li>
|
||||
<li class="toctree-l2"><a class="reference internal" href="error_target.html">Error Target</a></li>
|
||||
</ul>
|
||||
</li>
|
||||
<li class="toctree-l1"><a class="reference internal" href="../llm_provider.html">LLM Provider</a></li>
|
||||
|
|
@ -128,7 +129,6 @@
|
|||
<p class="caption" role="heading"><span class="caption-text">Resources</span></p>
|
||||
<ul>
|
||||
<li class="toctree-l1"><a class="reference internal" href="../../resources/configuration_reference.html">Configuration Reference</a></li>
|
||||
<li class="toctree-l1"><a class="reference internal" href="../../resources/error_target.html">Error Targets</a></li>
|
||||
</ul>
|
||||
</nav>
|
||||
</div>
|
||||
|
|
@ -153,15 +153,14 @@
|
|||
</nav>
|
||||
<div id="content" role="main">
|
||||
<section id="model-serving">
|
||||
<span id="arch-model-serving"></span><h1>Model Serving<a @click.prevent="window.navigator.clipboard.writeText($el.href); $el.setAttribute('data-tooltip', 'Copied!'); setTimeout(() => $el.setAttribute('data-tooltip', 'Copy link to this element'), 2000)" aria-label="Copy link to this element" class="headerlink" data-tooltip="Copy link to this element" href="#model-serving"><svg height="1em" viewbox="0 0 24 24" width="1em" xmlns="http://www.w3.org/2000/svg"><path d="M3.9 12c0-1.71 1.39-3.1 3.1-3.1h4V7H7c-2.76 0-5 2.24-5 5s2.24 5 5 5h4v-1.9H7c-1.71 0-3.1-1.39-3.1-3.1zM8 13h8v-2H8v2zm9-6h-4v1.9h4c1.71 0 3.1 1.39 3.1 3.1s-1.39 3.1-3.1 3.1h-4V17h4c2.76 0 5-2.24 5-5s-2.24-5-5-5z"></path></svg></a></h1>
|
||||
<p>Arch is a set of <strong>two</strong> self-contained processes that are designed to run alongside your application
|
||||
<span id="id1"></span><h1>Model Serving<a @click.prevent="window.navigator.clipboard.writeText($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="#model-serving"><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>
|
||||
<p>Arch is a set of <cite>two</cite> self-contained processes that are designed to run alongside your application
|
||||
servers (or on a separate host connected via a network). The first process is designated to manage low-level
|
||||
networking and HTTP related comcerns, and the other process is for <strong>model serving</strong>, which helps Arch make
|
||||
networking and HTTP related comcerns, and the other process is for model serving, which helps Arch make
|
||||
intelligent decisions about the incoming prompts. The model server is designed to call the purpose-built
|
||||
LLMs in Arch.</p>
|
||||
<a class="reference internal image-reference" href="../../_images/arch-system-architecture.jpg"><img alt="../../_images/arch-system-architecture.jpg" class="align-center" src="../../_images/arch-system-architecture.jpg" style="width: 50%;"/>
|
||||
<a class="reference internal image-reference" href="../../_images/arch-system-architecture.jpg"><img alt="../../_images/arch-system-architecture.jpg" class="align-center" src="../../_images/arch-system-architecture.jpg" style="width: 40%;"/>
|
||||
</a>
|
||||
<hr class="docutils"/>
|
||||
<p>Arch’ is designed to be deployed in your cloud VPC, on a on-premises host, and can work on devices that don’t
|
||||
have a GPU. Note, GPU devices are need for fast and cost-efficient use, so that Arch (model server, specifically)
|
||||
can process prompts quickly and forward control back to the applicaton host. There are three modes in which Arch
|
||||
|
|
@ -176,11 +175,11 @@ might not be available.</p>
|
|||
</div>
|
||||
</section>
|
||||
<section id="local-serving-gpu-fast">
|
||||
<h2>Local Serving (GPU- Fast)<a @click.prevent="window.navigator.clipboard.writeText($el.href); $el.setAttribute('data-tooltip', 'Copied!'); setTimeout(() => $el.setAttribute('data-tooltip', 'Copy link to this element'), 2000)" aria-label="Copy link to this element" class="headerlink" data-tooltip="Copy link to this element" href="#local-serving-gpu-fast" x-intersect.margin.0%.0%.-70%.0%="activeSection = '#local-serving-gpu-fast'"><svg height="1em" viewbox="0 0 24 24" width="1em" xmlns="http://www.w3.org/2000/svg"><path d="M3.9 12c0-1.71 1.39-3.1 3.1-3.1h4V7H7c-2.76 0-5 2.24-5 5s2.24 5 5 5h4v-1.9H7c-1.71 0-3.1-1.39-3.1-3.1zM8 13h8v-2H8v2zm9-6h-4v1.9h4c1.71 0 3.1 1.39 3.1 3.1s-1.39 3.1-3.1 3.1h-4V17h4c2.76 0 5-2.24 5-5s-2.24-5-5-5z"></path></svg></a></h2>
|
||||
<h2>Local Serving (GPU - Fast)<a @click.prevent="window.navigator.clipboard.writeText($el.href); $el.setAttribute('data-tooltip', 'Copied!'); setTimeout(() => $el.setAttribute('data-tooltip', 'Copy link to this element'), 2000)" aria-label="Copy link to this element" class="headerlink" data-tooltip="Copy link to this element" href="#local-serving-gpu-fast" x-intersect.margin.0%.0%.-70%.0%="activeSection = '#local-serving-gpu-fast'"><svg height="1em" viewbox="0 0 24 24" width="1em" xmlns="http://www.w3.org/2000/svg"><path d="M3.9 12c0-1.71 1.39-3.1 3.1-3.1h4V7H7c-2.76 0-5 2.24-5 5s2.24 5 5 5h4v-1.9H7c-1.71 0-3.1-1.39-3.1-3.1zM8 13h8v-2H8v2zm9-6h-4v1.9h4c1.71 0 3.1 1.39 3.1 3.1s-1.39 3.1-3.1 3.1h-4V17h4c2.76 0 5-2.24 5-5s-2.24-5-5-5z"></path></svg></a></h2>
|
||||
<p>The following bash commands enable you to configure the model server subsystem in Arch to run locally on the
|
||||
machine and utilize the GPU available for fast inference across all model use cases, including function calling
|
||||
guardails, etc.</p>
|
||||
<div class="highlight-console notranslate"><div class="highlight"><pre><span></span><code><span id="line-1"><span class="gp">$ </span>archgw<span class="w"> </span>up<span class="w"> </span>--local
|
||||
<div class="highlight-console notranslate"><div class="highlight"><pre><span></span><code><span id="line-1"><span class="gp">$ </span>archgw<span class="w"> </span>up<span class="w"> </span>--local-gpu
|
||||
</span></code></pre></div>
|
||||
</div>
|
||||
</section>
|
||||
|
|
@ -202,16 +201,16 @@ how to generate API keys for model serving</p>
|
|||
</section>
|
||||
</div><div class="flex justify-between items-center pt-6 mt-12 border-t border-border gap-4">
|
||||
<div class="mr-auto">
|
||||
<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="listener.html">
|
||||
<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="prompt.html">
|
||||
<svg class="mr-2 h-4 w-4" fill="none" height="24" stroke="currentColor" stroke-linecap="round" stroke-linejoin="round" stroke-width="2" viewbox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg">
|
||||
<polyline points="15 18 9 12 15 6"></polyline>
|
||||
</svg>
|
||||
Listener
|
||||
Prompts
|
||||
</a>
|
||||
</div>
|
||||
<div class="ml-auto">
|
||||
<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="prompt.html">
|
||||
Prompt
|
||||
<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="request_lifecycle.html">
|
||||
Request Lifecycle
|
||||
<svg class="ml-2 h-4 w-4" fill="none" height="24" stroke="currentColor" stroke-linecap="round" stroke-linejoin="round" stroke-width="2" viewbox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg">
|
||||
<polyline points="9 18 15 12 9 6"></polyline>
|
||||
</svg>
|
||||
|
|
@ -221,7 +220,7 @@ how to generate API keys for model serving</p>
|
|||
<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>
|
||||
<ul>
|
||||
<li><a :data-current="activeSection === '#local-serving-cpu-moderate'" class="reference internal" href="#local-serving-cpu-moderate">Local Serving (CPU - Moderate)</a></li>
|
||||
<li><a :data-current="activeSection === '#local-serving-gpu-fast'" class="reference internal" href="#local-serving-gpu-fast">Local Serving (GPU- Fast)</a></li>
|
||||
<li><a :data-current="activeSection === '#local-serving-gpu-fast'" class="reference internal" href="#local-serving-gpu-fast">Local Serving (GPU - Fast)</a></li>
|
||||
<li><a :data-current="activeSection === '#cloud-serving-gpu-blazing-fast'" class="reference internal" href="#cloud-serving-gpu-blazing-fast">Cloud Serving (GPU - Blazing Fast)</a></li>
|
||||
</ul>
|
||||
</div>
|
||||
|
|
|
|||
|
|
@ -7,9 +7,9 @@
|
|||
<meta content="white" media="(prefers-color-scheme: light)" name="theme-color"/>
|
||||
<meta content="black" media="(prefers-color-scheme: dark)" name="theme-color"/>
|
||||
<meta content="width=device-width, initial-scale=1" name="viewport"/>
|
||||
<title>Prompt | Arch Docs v0.1</title>
|
||||
<meta content="Prompt | Arch Docs v0.1" property="og:title"/>
|
||||
<meta content="Prompt | Arch Docs v0.1" name="twitter:title"/>
|
||||
<title>Prompts | Arch Docs v0.1</title>
|
||||
<meta content="Prompts | Arch Docs v0.1" property="og:title"/>
|
||||
<meta content="Prompts | Arch Docs v0.1" name="twitter:title"/>
|
||||
<link href="../../_static/pygments.css?v=75ebff74" rel="stylesheet" type="text/css"/>
|
||||
<link href="../../_static/theme.css?v=edd7d3d2" rel="stylesheet" type="text/css"/>
|
||||
<link href="../../_static/_static/custom.css" rel="stylesheet" type="text/css"/>
|
||||
|
|
@ -18,8 +18,8 @@
|
|||
<link href="./docs/concepts/tech_overview/prompt.html" rel="canonical"/>
|
||||
<link href="../../_static/favicon.ico" rel="icon"/>
|
||||
<link href="../../search.html" rel="search" title="Search"/>
|
||||
<link href="request_lifecycle.html" rel="next" title="Request Lifecycle"/>
|
||||
<link href="model_serving.html" rel="prev" title="Model Serving"/>
|
||||
<link href="model_serving.html" rel="next" title="Model Serving"/>
|
||||
<link href="listener.html" rel="prev" title="Listener"/>
|
||||
<script>
|
||||
<!-- Prevent Flash of wrong theme -->
|
||||
const userPreference = localStorage.getItem('darkMode');
|
||||
|
|
@ -101,9 +101,10 @@
|
|||
<li class="toctree-l2"><a class="reference internal" href="terminology.html">Terminology</a></li>
|
||||
<li class="toctree-l2"><a class="reference internal" href="threading_model.html">Threading Model</a></li>
|
||||
<li class="toctree-l2"><a class="reference internal" href="listener.html">Listener</a></li>
|
||||
<li class="toctree-l2 current"><a class="current reference internal" href="#">Prompts</a></li>
|
||||
<li class="toctree-l2"><a class="reference internal" href="model_serving.html">Model Serving</a></li>
|
||||
<li class="toctree-l2 current"><a class="current reference internal" href="#">Prompt</a></li>
|
||||
<li class="toctree-l2"><a class="reference internal" href="request_lifecycle.html">Request Lifecycle</a></li>
|
||||
<li class="toctree-l2"><a class="reference internal" href="error_target.html">Error Target</a></li>
|
||||
</ul>
|
||||
</li>
|
||||
<li class="toctree-l1"><a class="reference internal" href="../llm_provider.html">LLM Provider</a></li>
|
||||
|
|
@ -128,7 +129,6 @@
|
|||
<p class="caption" role="heading"><span class="caption-text">Resources</span></p>
|
||||
<ul>
|
||||
<li class="toctree-l1"><a class="reference internal" href="../../resources/configuration_reference.html">Configuration Reference</a></li>
|
||||
<li class="toctree-l1"><a class="reference internal" href="../../resources/error_target.html">Error Targets</a></li>
|
||||
</ul>
|
||||
</nav>
|
||||
</div>
|
||||
|
|
@ -149,20 +149,19 @@
|
|||
</svg>
|
||||
</a>
|
||||
<div class="mr-1">/</div><a class="hover:text-foreground overflow-hidden text-ellipsis whitespace-nowrap" href="tech_overview.html">Tech Overview</a>
|
||||
<div class="mr-1">/</div><span aria-current="page" class="font-medium text-foreground overflow-hidden text-ellipsis whitespace-nowrap">Prompt</span>
|
||||
<div class="mr-1">/</div><span aria-current="page" class="font-medium text-foreground overflow-hidden text-ellipsis whitespace-nowrap">Prompts</span>
|
||||
</nav>
|
||||
<div id="content" role="main">
|
||||
<section id="prompt">
|
||||
<span id="arch-overview-prompt-handling"></span><h1>Prompt<a @click.prevent="window.navigator.clipboard.writeText($el.href); $el.setAttribute('data-tooltip', 'Copied!'); setTimeout(() => $el.setAttribute('data-tooltip', 'Copy link to this element'), 2000)" aria-label="Copy link to this element" class="headerlink" data-tooltip="Copy link to this element" href="#prompt"><svg height="1em" viewbox="0 0 24 24" width="1em" xmlns="http://www.w3.org/2000/svg"><path d="M3.9 12c0-1.71 1.39-3.1 3.1-3.1h4V7H7c-2.76 0-5 2.24-5 5s2.24 5 5 5h4v-1.9H7c-1.71 0-3.1-1.39-3.1-3.1zM8 13h8v-2H8v2zm9-6h-4v1.9h4c1.71 0 3.1 1.39 3.1 3.1s-1.39 3.1-3.1 3.1h-4V17h4c2.76 0 5-2.24 5-5s-2.24-5-5-5z"></path></svg></a></h1>
|
||||
<section id="prompts">
|
||||
<span id="arch-overview-prompt-handling"></span><h1>Prompts<a @click.prevent="window.navigator.clipboard.writeText($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="#prompts"><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>
|
||||
<p>Arch’s primary design point is to securely accept, process and handle prompts. To do that effectively,
|
||||
Arch relies on Envoy’s HTTP <a class="reference external" href="https://www.envoyproxy.io/docs/envoy/v1.31.2/intro/arch_overview/http/http_connection_management" rel="nofollow noopener">connection management<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>,
|
||||
subsystem and its <strong>prompt handler</strong> subsystem engineered with purpose-built LLMs to
|
||||
implement critical functionality on behalf of developers so that you can stay focused on business logic.</p>
|
||||
<div class="admonition note">
|
||||
<p class="admonition-title">Note</p>
|
||||
<p>Arch’s <strong>prompt handler</strong> subsystem interacts with the <strong>model</strong> subsytem through Envoy’s cluster manager
|
||||
system to ensure robust, resilient and fault-tolerant experience in managing incoming prompts. Read more
|
||||
about the <a class="reference internal" href="model_serving.html#arch-model-serving"><span class="std std-ref">model subsystem</span></a> and how the LLMs are hosted in Arch.</p>
|
||||
<p>Arch’s <strong>prompt handler</strong> subsystem interacts with the <strong>model subsytem</strong> through Envoy’s cluster manager system to ensure robust, resilient and fault-tolerant experience in managing incoming prompts.</p>
|
||||
<div class="admonition seealso">
|
||||
<p class="admonition-title">See also</p>
|
||||
<p>Read more about the <a class="reference internal" href="model_serving.html#model-serving"><span class="std std-ref">model subsystem</span></a> and how the LLMs are hosted in Arch.</p>
|
||||
</div>
|
||||
<section id="messages">
|
||||
<h2>Messages<a @click.prevent="window.navigator.clipboard.writeText($el.href); $el.setAttribute('data-tooltip', 'Copied!'); setTimeout(() => $el.setAttribute('data-tooltip', 'Copy link to this element'), 2000)" aria-label="Copy link to this element" class="headerlink" data-tooltip="Copy link to this element" href="#messages" x-intersect.margin.0%.0%.-70%.0%="activeSection = '#messages'"><svg height="1em" viewbox="0 0 24 24" width="1em" xmlns="http://www.w3.org/2000/svg"><path d="M3.9 12c0-1.71 1.39-3.1 3.1-3.1h4V7H7c-2.76 0-5 2.24-5 5s2.24 5 5 5h4v-1.9H7c-1.71 0-3.1-1.39-3.1-3.1zM8 13h8v-2H8v2zm9-6h-4v1.9h4c1.71 0 3.1 1.39 3.1 3.1s-1.39 3.1-3.1 3.1h-4V17h4c2.76 0 5-2.24 5-5s-2.24-5-5-5z"></path></svg></a></h2>
|
||||
|
|
@ -176,15 +175,15 @@ containing two key-value pairs:</p>
|
|||
</ul>
|
||||
</div></blockquote>
|
||||
</section>
|
||||
<section id="prompt-guardrails">
|
||||
<h2>Prompt Guardrails<a @click.prevent="window.navigator.clipboard.writeText($el.href); $el.setAttribute('data-tooltip', 'Copied!'); setTimeout(() => $el.setAttribute('data-tooltip', 'Copy link to this element'), 2000)" aria-label="Copy link to this element" class="headerlink" data-tooltip="Copy link to this element" href="#prompt-guardrails" x-intersect.margin.0%.0%.-70%.0%="activeSection = '#prompt-guardrails'"><svg height="1em" viewbox="0 0 24 24" width="1em" xmlns="http://www.w3.org/2000/svg"><path d="M3.9 12c0-1.71 1.39-3.1 3.1-3.1h4V7H7c-2.76 0-5 2.24-5 5s2.24 5 5 5h4v-1.9H7c-1.71 0-3.1-1.39-3.1-3.1zM8 13h8v-2H8v2zm9-6h-4v1.9h4c1.71 0 3.1 1.39 3.1 3.1s-1.39 3.1-3.1 3.1h-4V17h4c2.76 0 5-2.24 5-5s-2.24-5-5-5z"></path></svg></a></h2>
|
||||
<section id="prompt-guard">
|
||||
<h2>Prompt Guard<a @click.prevent="window.navigator.clipboard.writeText($el.href); $el.setAttribute('data-tooltip', 'Copied!'); setTimeout(() => $el.setAttribute('data-tooltip', 'Copy link to this element'), 2000)" aria-label="Copy link to this element" class="headerlink" data-tooltip="Copy link to this element" href="#prompt-guard" x-intersect.margin.0%.0%.-70%.0%="activeSection = '#prompt-guard'"><svg height="1em" viewbox="0 0 24 24" width="1em" xmlns="http://www.w3.org/2000/svg"><path d="M3.9 12c0-1.71 1.39-3.1 3.1-3.1h4V7H7c-2.76 0-5 2.24-5 5s2.24 5 5 5h4v-1.9H7c-1.71 0-3.1-1.39-3.1-3.1zM8 13h8v-2H8v2zm9-6h-4v1.9h4c1.71 0 3.1 1.39 3.1 3.1s-1.39 3.1-3.1 3.1h-4V17h4c2.76 0 5-2.24 5-5s-2.24-5-5-5z"></path></svg></a></h2>
|
||||
<p>Arch is engineered with <a class="reference internal" href="../../guides/prompt_guard.html#prompt-guard"><span class="std std-ref">Arch-Guard</span></a>, an industry leading safety layer, powered by a
|
||||
compact and high-performimg LLM that monitors incoming prompts to detect and reject jailbreak attempts -
|
||||
ensuring that unauthorized or harmful behaviors are intercepted early in the process.</p>
|
||||
<p>To add jailbreak guardrails, see example below:</p>
|
||||
<div class="literal-block-wrapper docutils container" id="id1">
|
||||
<div class="code-block-caption"><span class="caption-text">Example Configuration</span><a @click.prevent="window.navigator.clipboard.writeText($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="#id1"><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="nt">version</span><span class="p">:</span><span class="w"> </span><span class="s">"0.1-beta"</span>
|
||||
<div class="highlight-yaml notranslate"><div class="highlight"><pre><span></span><code><span id="line-1"><span class="linenos"> 1</span><span class="nt">version</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">v0.1</span>
|
||||
</span><span id="line-2"><span class="linenos"> 2</span>
|
||||
</span><span id="line-3"><span class="linenos"> 3</span><span class="nt">listener</span><span class="p">:</span>
|
||||
</span><span id="line-4"><span class="linenos"> 4</span><span class="w"> </span><span class="nt">address</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">0.0.0.0</span><span class="w"> </span><span class="c1"># or 127.0.0.1</span>
|
||||
|
|
@ -194,46 +193,27 @@ ensuring that unauthorized or harmful behaviors are intercepted early in the pro
|
|||
</span><span id="line-8"><span class="linenos"> 8</span>
|
||||
</span><span id="line-9"><span class="linenos"> 9</span><span class="c1"># Centralized way to manage LLMs, manage keys, retry logic, failover and limits in a central way</span>
|
||||
</span><span id="line-10"><span class="linenos">10</span><span class="nt">llm_providers</span><span class="p">:</span>
|
||||
</span><span id="line-11"><span class="linenos">11</span><span class="w"> </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">name</span><span class="p">:</span><span class="w"> </span><span class="s">"OpenAI"</span>
|
||||
</span><span id="line-12"><span class="linenos">12</span><span class="w"> </span><span class="nt">provider</span><span class="p">:</span><span class="w"> </span><span class="s">"openai"</span>
|
||||
</span><span id="line-13"><span class="linenos">13</span><span class="w"> </span><span class="nt">access_key</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">$OPENAI_API_KEY</span>
|
||||
</span><span id="line-11"><span class="linenos">11</span><span class="w"> </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">name</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">OpenAI</span>
|
||||
</span><span id="line-12"><span class="linenos">12</span><span class="w"> </span><span class="nt">provider</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">openai</span>
|
||||
</span><span id="line-13"><span class="linenos">13</span><span class="w"> </span><span class="nt">access_key</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">OPENAI_API_KEY</span>
|
||||
</span><span id="line-14"><span class="linenos">14</span><span class="w"> </span><span class="nt">model</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">gpt-4o</span>
|
||||
</span><span id="line-15"><span class="linenos">15</span><span class="w"> </span><span class="nt">default</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">true</span>
|
||||
</span><span id="line-16"><span class="linenos">16</span><span class="w"> </span><span class="nt">stream</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">true</span>
|
||||
</span><span id="line-17"><span class="linenos">17</span>
|
||||
</span><span id="line-18"><span class="linenos">18</span><span class="c1"># default system prompt used by all prompt targets</span>
|
||||
</span><span id="line-19"><span class="linenos">19</span><span class="nt">system_prompt</span><span class="p">:</span><span class="w"> </span><span class="p p-Indicator">|</span>
|
||||
</span><span id="line-20"><span class="linenos">20</span><span class="w"> </span><span class="no">You are a network assistant that just offers facts; not advice on manufacturers or purchasing decisions.</span>
|
||||
</span><span id="line-21"><span class="linenos">21</span>
|
||||
</span><span id="line-22"><mark><span class="linenos">22</span><span class="nt">prompt_guards</span><span class="p">:</span>
|
||||
</mark></span><span id="line-23"><mark><span class="linenos">23</span><span class="w"> </span><span class="nt">input_guards</span><span class="p">:</span>
|
||||
</mark></span><span id="line-24"><mark><span class="linenos">24</span><span class="w"> </span><span class="nt">jailbreak</span><span class="p">:</span>
|
||||
</mark></span><span id="line-25"><mark><span class="linenos">25</span><span class="w"> </span><span class="nt">on_exception</span><span class="p">:</span>
|
||||
</mark></span><span id="line-26"><mark><span class="linenos">26</span><span class="w"> </span><span class="nt">message</span><span class="p">:</span><span class="w"> </span><span class="s">"Looks</span><span class="nv"> </span><span class="s">like</span><span class="nv"> </span><span class="s">you're</span><span class="nv"> </span><span class="s">curious</span><span class="nv"> </span><span class="s">about</span><span class="nv"> </span><span class="s">my</span><span class="nv"> </span><span class="s">abilities,</span><span class="nv"> </span><span class="s">but</span><span class="nv"> </span><span class="s">I</span><span class="nv"> </span><span class="s">can</span><span class="nv"> </span><span class="s">only</span><span class="nv"> </span><span class="s">provide</span><span class="nv"> </span><span class="s">assistance</span><span class="nv"> </span><span class="s">within</span><span class="nv"> </span><span class="s">my</span><span class="nv"> </span><span class="s">programmed</span><span class="nv"> </span><span class="s">parameters."</span>
|
||||
</mark></span><span id="line-27"><span class="linenos">27</span>
|
||||
</span><span id="line-28"><span class="linenos">28</span><span class="nt">prompt_targets</span><span class="p">:</span>
|
||||
</span><span id="line-29"><span class="linenos">29</span><span class="w"> </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">name</span><span class="p">:</span><span class="w"> </span><span class="s">"reboot_network_device"</span>
|
||||
</span><span id="line-30"><span class="linenos">30</span><span class="w"> </span><span class="nt">description</span><span class="p">:</span><span class="w"> </span><span class="s">"Helps</span><span class="nv"> </span><span class="s">network</span><span class="nv"> </span><span class="s">operators</span><span class="nv"> </span><span class="s">perform</span><span class="nv"> </span><span class="s">device</span><span class="nv"> </span><span class="s">operations</span><span class="nv"> </span><span class="s">like</span><span class="nv"> </span><span class="s">rebooting</span><span class="nv"> </span><span class="s">a</span><span class="nv"> </span><span class="s">device."</span>
|
||||
</span><span id="line-31"><span class="linenos">31</span><span class="w"> </span><span class="nt">endpoint</span><span class="p">:</span>
|
||||
</span><span id="line-32"><span class="linenos">32</span><span class="w"> </span><span class="nt">name</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">app_server</span>
|
||||
</span><span id="line-33"><span class="linenos">33</span><span class="w"> </span><span class="nt">path</span><span class="p">:</span><span class="w"> </span><span class="s">"/agent/action"</span>
|
||||
</span><span id="line-34"><span class="linenos">34</span><span class="w"> </span><span class="nt">parameters</span><span class="p">:</span>
|
||||
</span><span id="line-35"><span class="linenos">35</span><span class="w"> </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">name</span><span class="p">:</span><span class="w"> </span><span class="s">"device_id"</span>
|
||||
</span><span id="line-36"><span class="linenos">36</span><span class="w"> </span><span class="c1"># additional type options include: int | float | bool | string | list | dict</span>
|
||||
</span><span id="line-37"><span class="linenos">37</span><span class="w"> </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="s">"string"</span>
|
||||
</span><span id="line-38"><span class="linenos">38</span><span class="w"> </span><span class="nt">description</span><span class="p">:</span><span class="w"> </span><span class="s">"Identifier</span><span class="nv"> </span><span class="s">of</span><span class="nv"> </span><span class="s">the</span><span class="nv"> </span><span class="s">network</span><span class="nv"> </span><span class="s">device</span><span class="nv"> </span><span class="s">to</span><span class="nv"> </span><span class="s">reboot."</span>
|
||||
</span><span id="line-39"><span class="linenos">39</span><span class="w"> </span><span class="nt">required</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">true</span>
|
||||
</span><span id="line-40"><span class="linenos">40</span><span class="w"> </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">name</span><span class="p">:</span><span class="w"> </span><span class="s">"confirmation"</span>
|
||||
</span><span id="line-41"><span class="linenos">41</span><span class="w"> </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="s">"string"</span>
|
||||
</span><span id="line-42"><span class="linenos">42</span><span class="w"> </span><span class="nt">description</span><span class="p">:</span><span class="w"> </span><span class="s">"Confirmation</span><span class="nv"> </span><span class="s">flag</span><span class="nv"> </span><span class="s">to</span><span class="nv"> </span><span class="s">proceed</span><span class="nv"> </span><span class="s">with</span><span class="nv"> </span><span class="s">reboot."</span>
|
||||
</span><span id="line-43"><span class="linenos">43</span><span class="w"> </span><span class="nt">default</span><span class="p">:</span><span class="w"> </span><span class="s">"no"</span>
|
||||
</span><span id="line-44"><span class="linenos">44</span><span class="w"> </span><span class="nt">enum</span><span class="p">:</span><span class="w"> </span><span class="p p-Indicator">[</span><span class="nv">yes</span><span class="p p-Indicator">,</span><span class="w"> </span><span class="nv">no</span><span class="p p-Indicator">]</span>
|
||||
</span></code></pre></div>
|
||||
</span><span id="line-19"><span class="linenos">19</span><span class="nt">system_prompt</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">You are a network assistant that just offers facts; not advice on manufacturers or purchasing decisions.</span>
|
||||
</span><span id="line-20"><span class="linenos">20</span>
|
||||
</span><span id="line-21"><mark><span class="linenos">21</span><span class="nt">prompt_guards</span><span class="p">:</span>
|
||||
</mark></span><span id="line-22"><mark><span class="linenos">22</span><span class="w"> </span><span class="nt">input_guards</span><span class="p">:</span>
|
||||
</mark></span><span id="line-23"><mark><span class="linenos">23</span><span class="w"> </span><span class="nt">jailbreak</span><span class="p">:</span>
|
||||
</mark></span><span id="line-24"><mark><span class="linenos">24</span><span class="w"> </span><span class="nt">on_exception</span><span class="p">:</span>
|
||||
</mark></span><span id="line-25"><mark><span class="linenos">25</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>
|
||||
</mark></span></code></pre></div>
|
||||
</div>
|
||||
</div>
|
||||
<div class="admonition note">
|
||||
<p class="admonition-title">Note</p>
|
||||
<p>As a roadmap item, Arch will expose the ability for developers to define custom guardrails via Arch-Guard-v2,
|
||||
<p>As a roadmap item, Arch will expose the ability for developers to define custom guardrails via Arch-Guard,
|
||||
and add support for additional safety checks defined by developers and hazardous categories like, violent crimes, privacy, hate,
|
||||
etc. To offer feedback on our roadmap, please visit our <a class="reference external" href="https://github.com/orgs/katanemo/projects/1" rel="nofollow noopener">github page<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></p>
|
||||
</div>
|
||||
|
|
@ -247,7 +227,7 @@ when a user’s intent has changed so that you can build faster, more accurate R
|
|||
<p>Configuring <code class="docutils literal notranslate"><span class="pre">prompt_targets</span></code> is simple. See example below:</p>
|
||||
<div class="literal-block-wrapper docutils container" id="id2">
|
||||
<div class="code-block-caption"><span class="caption-text">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="nt">version</span><span class="p">:</span><span class="w"> </span><span class="s">"0.1-beta"</span>
|
||||
<div class="highlight-yaml notranslate"><div class="highlight"><pre><span></span><code><span id="line-1"><span class="linenos"> 1</span><span class="nt">version</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">v0.1</span>
|
||||
</span><span id="line-2"><span class="linenos"> 2</span>
|
||||
</span><span id="line-3"><span class="linenos"> 3</span><span class="nt">listener</span><span class="p">:</span>
|
||||
</span><span id="line-4"><span class="linenos"> 4</span><span class="w"> </span><span class="nt">address</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">0.0.0.0</span><span class="w"> </span><span class="c1"># or 127.0.0.1</span>
|
||||
|
|
@ -257,70 +237,71 @@ when a user’s intent has changed so that you can build faster, more accurate R
|
|||
</span><span id="line-8"><span class="linenos"> 8</span>
|
||||
</span><span id="line-9"><span class="linenos"> 9</span><span class="c1"># Centralized way to manage LLMs, manage keys, retry logic, failover and limits in a central way</span>
|
||||
</span><span id="line-10"><span class="linenos">10</span><span class="nt">llm_providers</span><span class="p">:</span>
|
||||
</span><span id="line-11"><span class="linenos">11</span><span class="w"> </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">name</span><span class="p">:</span><span class="w"> </span><span class="s">"OpenAI"</span>
|
||||
</span><span id="line-12"><span class="linenos">12</span><span class="w"> </span><span class="nt">provider</span><span class="p">:</span><span class="w"> </span><span class="s">"openai"</span>
|
||||
</span><span id="line-13"><span class="linenos">13</span><span class="w"> </span><span class="nt">access_key</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">$OPENAI_API_KEY</span>
|
||||
</span><span id="line-11"><span class="linenos">11</span><span class="w"> </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">name</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">OpenAI</span>
|
||||
</span><span id="line-12"><span class="linenos">12</span><span class="w"> </span><span class="nt">provider</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">openai</span>
|
||||
</span><span id="line-13"><span class="linenos">13</span><span class="w"> </span><span class="nt">access_key</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">OPENAI_API_KEY</span>
|
||||
</span><span id="line-14"><span class="linenos">14</span><span class="w"> </span><span class="nt">model</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">gpt-4o</span>
|
||||
</span><span id="line-15"><span class="linenos">15</span><span class="w"> </span><span class="nt">default</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">true</span>
|
||||
</span><span id="line-16"><span class="linenos">16</span><span class="w"> </span><span class="nt">stream</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">true</span>
|
||||
</span><span id="line-17"><span class="linenos">17</span>
|
||||
</span><span id="line-18"><span class="linenos">18</span><span class="c1"># default system prompt used by all prompt targets</span>
|
||||
</span><span id="line-19"><span class="linenos">19</span><span class="nt">system_prompt</span><span class="p">:</span><span class="w"> </span><span class="p p-Indicator">|</span>
|
||||
</span><span id="line-20"><span class="linenos">20</span><span class="w"> </span><span class="no">You are a network assistant that just offers facts; not advice on manufacturers or purchasing decisions.</span>
|
||||
</span><span id="line-21"><span class="linenos">21</span>
|
||||
</span><span id="line-22"><span class="linenos">22</span><span class="nt">prompt_guards</span><span class="p">:</span>
|
||||
</span><span id="line-23"><span class="linenos">23</span><span class="w"> </span><span class="nt">input_guards</span><span class="p">:</span>
|
||||
</span><span id="line-24"><span class="linenos">24</span><span class="w"> </span><span class="nt">jailbreak</span><span class="p">:</span>
|
||||
</span><span id="line-25"><span class="linenos">25</span><span class="w"> </span><span class="nt">on_exception</span><span class="p">:</span>
|
||||
</span><span id="line-26"><span class="linenos">26</span><span class="w"> </span><span class="nt">message</span><span class="p">:</span><span class="w"> </span><span class="s">"Looks</span><span class="nv"> </span><span class="s">like</span><span class="nv"> </span><span class="s">you're</span><span class="nv"> </span><span class="s">curious</span><span class="nv"> </span><span class="s">about</span><span class="nv"> </span><span class="s">my</span><span class="nv"> </span><span class="s">abilities,</span><span class="nv"> </span><span class="s">but</span><span class="nv"> </span><span class="s">I</span><span class="nv"> </span><span class="s">can</span><span class="nv"> </span><span class="s">only</span><span class="nv"> </span><span class="s">provide</span><span class="nv"> </span><span class="s">assistance</span><span class="nv"> </span><span class="s">within</span><span class="nv"> </span><span class="s">my</span><span class="nv"> </span><span class="s">programmed</span><span class="nv"> </span><span class="s">parameters."</span>
|
||||
</span><span id="line-27"><span class="linenos">27</span>
|
||||
</span><span id="line-28"><span class="linenos">28</span><span class="nt">prompt_targets</span><span class="p">:</span>
|
||||
</span><span id="line-29"><mark><span class="linenos">29</span><span class="w"> </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">name</span><span class="p">:</span><span class="w"> </span><span class="s">"reboot_network_device"</span>
|
||||
</mark></span><span id="line-30"><mark><span class="linenos">30</span><span class="w"> </span><span class="nt">description</span><span class="p">:</span><span class="w"> </span><span class="s">"Helps</span><span class="nv"> </span><span class="s">network</span><span class="nv"> </span><span class="s">operators</span><span class="nv"> </span><span class="s">perform</span><span class="nv"> </span><span class="s">device</span><span class="nv"> </span><span class="s">operations</span><span class="nv"> </span><span class="s">like</span><span class="nv"> </span><span class="s">rebooting</span><span class="nv"> </span><span class="s">a</span><span class="nv"> </span><span class="s">device."</span>
|
||||
</mark></span><span id="line-31"><mark><span class="linenos">31</span><span class="w"> </span><span class="nt">endpoint</span><span class="p">:</span>
|
||||
</mark></span><span id="line-32"><mark><span class="linenos">32</span><span class="w"> </span><span class="nt">name</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">app_server</span>
|
||||
</mark></span><span id="line-33"><mark><span class="linenos">33</span><span class="w"> </span><span class="nt">path</span><span class="p">:</span><span class="w"> </span><span class="s">"/agent/action"</span>
|
||||
</mark></span><span id="line-34"><mark><span class="linenos">34</span><span class="w"> </span><span class="nt">parameters</span><span class="p">:</span>
|
||||
</mark></span><span id="line-35"><mark><span class="linenos">35</span><span class="w"> </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">name</span><span class="p">:</span><span class="w"> </span><span class="s">"device_id"</span>
|
||||
</mark></span><span id="line-36"><mark><span class="linenos">36</span><span class="w"> </span><span class="c1"># additional type options include: int | float | bool | string | list | dict</span>
|
||||
</mark></span><span id="line-37"><mark><span class="linenos">37</span><span class="w"> </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="s">"string"</span>
|
||||
</mark></span><span id="line-38"><mark><span class="linenos">38</span><span class="w"> </span><span class="nt">description</span><span class="p">:</span><span class="w"> </span><span class="s">"Identifier</span><span class="nv"> </span><span class="s">of</span><span class="nv"> </span><span class="s">the</span><span class="nv"> </span><span class="s">network</span><span class="nv"> </span><span class="s">device</span><span class="nv"> </span><span class="s">to</span><span class="nv"> </span><span class="s">reboot."</span>
|
||||
</mark></span><span id="line-39"><span class="linenos">39</span><span class="w"> </span><span class="nt">required</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">true</span>
|
||||
</span><span id="line-40"><span class="linenos">40</span><span class="w"> </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">name</span><span class="p">:</span><span class="w"> </span><span class="s">"confirmation"</span>
|
||||
</span><span id="line-41"><span class="linenos">41</span><span class="w"> </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="s">"string"</span>
|
||||
</span><span id="line-42"><span class="linenos">42</span><span class="w"> </span><span class="nt">description</span><span class="p">:</span><span class="w"> </span><span class="s">"Confirmation</span><span class="nv"> </span><span class="s">flag</span><span class="nv"> </span><span class="s">to</span><span class="nv"> </span><span class="s">proceed</span><span class="nv"> </span><span class="s">with</span><span class="nv"> </span><span class="s">reboot."</span>
|
||||
</span><span id="line-43"><span class="linenos">43</span><span class="w"> </span><span class="nt">default</span><span class="p">:</span><span class="w"> </span><span class="s">"no"</span>
|
||||
</span><span id="line-44"><span class="linenos">44</span><span class="w"> </span><span class="nt">enum</span><span class="p">:</span><span class="w"> </span><span class="p p-Indicator">[</span><span class="nv">yes</span><span class="p p-Indicator">,</span><span class="w"> </span><span class="nv">no</span><span class="p p-Indicator">]</span>
|
||||
</span><span id="line-45"><span class="linenos">45</span>
|
||||
</span><span id="line-46"><span class="linenos">46</span><span class="w"> </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">name</span><span class="p">:</span><span class="w"> </span><span class="s">"information_extraction"</span>
|
||||
</span><span id="line-47"><span class="linenos">47</span><span class="w"> </span><span class="nt">default</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">true</span>
|
||||
</span><span id="line-48"><span class="linenos">48</span><span class="w"> </span><span class="nt">description</span><span class="p">:</span><span class="w"> </span><span class="s">"This</span><span class="nv"> </span><span class="s">prompt</span><span class="nv"> </span><span class="s">handles</span><span class="nv"> </span><span class="s">all</span><span class="nv"> </span><span class="s">scenarios</span><span class="nv"> </span><span class="s">that</span><span class="nv"> </span><span class="s">are</span><span class="nv"> </span><span class="s">question</span><span class="nv"> </span><span class="s">and</span><span class="nv"> </span><span class="s">answer</span><span class="nv"> </span><span class="s">in</span><span class="nv"> </span><span class="s">nature.</span><span class="nv"> </span><span class="s">Like</span><span class="nv"> </span><span class="s">summarization,</span><span class="nv"> </span><span class="s">information</span><span class="nv"> </span><span class="s">extraction,</span><span class="nv"> </span><span class="s">etc."</span>
|
||||
</span><span id="line-49"><span class="linenos">49</span><span class="w"> </span><span class="nt">endpoint</span><span class="p">:</span>
|
||||
</span><span id="line-50"><span class="linenos">50</span><span class="w"> </span><span class="nt">name</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">app_server</span>
|
||||
</span><span id="line-51"><span class="linenos">51</span><span class="w"> </span><span class="nt">path</span><span class="p">:</span><span class="w"> </span><span class="s">"/agent/summary"</span>
|
||||
</span><span id="line-52"><span class="linenos">52</span><span class="w"> </span><span class="c1"># Arch uses the default LLM and treats the response from the endpoint as the prompt to send to the LLM</span>
|
||||
</span><span id="line-53"><span class="linenos">53</span><span class="w"> </span><span class="nt">auto_llm_dispatch_on_response</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">true</span>
|
||||
</span><span id="line-54"><span class="linenos">54</span><span class="w"> </span><span class="c1"># override system prompt for this prompt target</span>
|
||||
</span><span id="line-55"><span class="linenos">55</span><span class="w"> </span><span class="nt">system_prompt</span><span class="p">:</span><span class="w"> </span><span class="p p-Indicator">|</span>
|
||||
</span><span id="line-56"><span class="linenos">56</span><span class="w"> </span><span class="no">You are a helpful information extraction assistant. Use the information that is provided to you.</span>
|
||||
</span><span id="line-57"><span class="linenos">57</span>
|
||||
</span><span id="line-58"><span class="linenos">58</span><span class="nt">error_target</span><span class="p">:</span>
|
||||
</span><span id="line-59"><span class="linenos">59</span><span class="w"> </span><span class="nt">endpoint</span><span class="p">:</span>
|
||||
</span><span id="line-60"><span class="linenos">60</span><span class="w"> </span><span class="nt">name</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">error_target_1</span>
|
||||
</span><span id="line-61"><span class="linenos">61</span><span class="w"> </span><span class="nt">path</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">/error</span>
|
||||
</span><span id="line-62"><span class="linenos">62</span>
|
||||
</span><span id="line-63"><span class="linenos">63</span><span class="c1"># Arch creates a round-robin load balancing between different endpoints, managed via the cluster subsystem.</span>
|
||||
</span><span id="line-64"><span class="linenos">64</span><span class="nt">endpoints</span><span class="p">:</span>
|
||||
</span><span id="line-65"><span class="linenos">65</span><span class="w"> </span><span class="nt">app_server</span><span class="p">:</span>
|
||||
</span><span id="line-66"><span class="linenos">66</span><span class="w"> </span><span class="c1"># value could be ip address or a hostname with port</span>
|
||||
</span><span id="line-67"><span class="linenos">67</span><span class="w"> </span><span class="c1"># this could also be a list of endpoints for load balancing</span>
|
||||
</span><span id="line-68"><span class="linenos">68</span><span class="w"> </span><span class="c1"># for example endpoint: [ ip1:port, ip2:port ]</span>
|
||||
</span><span id="line-69"><span class="linenos">69</span><span class="w"> </span><span class="nt">endpoint</span><span class="p">:</span><span class="w"> </span><span class="s">"127.0.0.1:80"</span>
|
||||
</span><span id="line-70"><span class="linenos">70</span><span class="w"> </span><span class="c1"># max time to wait for a connection to be established</span>
|
||||
</span><span id="line-71"><span class="linenos">71</span><span class="w"> </span><span class="nt">connect_timeout</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">0.005s</span>
|
||||
</span><span id="line-19"><span class="linenos">19</span><span class="nt">system_prompt</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">You are a network assistant that just offers facts; not advice on manufacturers or purchasing decisions.</span>
|
||||
</span><span id="line-20"><span class="linenos">20</span>
|
||||
</span><span id="line-21"><span class="linenos">21</span><span class="nt">prompt_guards</span><span class="p">:</span>
|
||||
</span><span id="line-22"><span class="linenos">22</span><span class="w"> </span><span class="nt">input_guards</span><span class="p">:</span>
|
||||
</span><span id="line-23"><span class="linenos">23</span><span class="w"> </span><span class="nt">jailbreak</span><span class="p">:</span>
|
||||
</span><span id="line-24"><span class="linenos">24</span><span class="w"> </span><span class="nt">on_exception</span><span class="p">:</span>
|
||||
</span><span id="line-25"><span class="linenos">25</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><span id="line-26"><span class="linenos">26</span>
|
||||
</span><span id="line-27"><span class="linenos">27</span><span class="nt">prompt_targets</span><span class="p">:</span>
|
||||
</span><span id="line-28"><span class="linenos">28</span><span class="w"> </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">name</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">information_extraction</span>
|
||||
</span><span id="line-29"><span class="linenos">29</span><span class="w"> </span><span class="nt">default</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">true</span>
|
||||
</span><span id="line-30"><span class="linenos">30</span><span class="w"> </span><span class="nt">description</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">handel all scenarios that are question and answer in nature. Like summarization, information extraction, etc.</span>
|
||||
</span><span id="line-31"><span class="linenos">31</span><span class="w"> </span><span class="nt">endpoint</span><span class="p">:</span>
|
||||
</span><span id="line-32"><span class="linenos">32</span><span class="w"> </span><span class="nt">name</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">app_server</span>
|
||||
</span><span id="line-33"><span class="linenos">33</span><span class="w"> </span><span class="nt">path</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">/agent/summary</span>
|
||||
</span><span id="line-34"><span class="linenos">34</span><span class="w"> </span><span class="c1"># Arch uses the default LLM and treats the response from the endpoint as the prompt to send to the LLM</span>
|
||||
</span><span id="line-35"><span class="linenos">35</span><span class="w"> </span><span class="nt">auto_llm_dispatch_on_response</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">true</span>
|
||||
</span><span id="line-36"><span class="linenos">36</span><span class="w"> </span><span class="c1"># override system prompt for this prompt target</span>
|
||||
</span><span id="line-37"><span class="linenos">37</span><span class="w"> </span><span class="nt">system_prompt</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">You are a helpful information extraction assistant. Use the information that is provided to you.</span>
|
||||
</span><span id="line-38"><span class="linenos">38</span>
|
||||
</span><span id="line-39"><mark><span class="linenos">39</span><span class="w"> </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">name</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">reboot_network_device</span>
|
||||
</mark></span><span id="line-40"><mark><span class="linenos">40</span><span class="w"> </span><span class="nt">description</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">Reboot a specific network device</span>
|
||||
</mark></span><span id="line-41"><mark><span class="linenos">41</span><span class="w"> </span><span class="nt">endpoint</span><span class="p">:</span>
|
||||
</mark></span><span id="line-42"><mark><span class="linenos">42</span><span class="w"> </span><span class="nt">name</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">app_server</span>
|
||||
</mark></span><span id="line-43"><mark><span class="linenos">43</span><span class="w"> </span><span class="nt">path</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">/agent/action</span>
|
||||
</mark></span><span id="line-44"><mark><span class="linenos">44</span><span class="w"> </span><span class="nt">parameters</span><span class="p">:</span>
|
||||
</mark></span><span id="line-45"><mark><span class="linenos">45</span><span class="w"> </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">name</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">device_id</span>
|
||||
</mark></span><span id="line-46"><mark><span class="linenos">46</span><span class="w"> </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">str</span>
|
||||
</mark></span><span id="line-47"><mark><span class="linenos">47</span><span class="w"> </span><span class="nt">description</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">Identifier of the network device to reboot.</span>
|
||||
</mark></span><span id="line-48"><mark><span class="linenos">48</span><span class="w"> </span><span class="nt">required</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">true</span>
|
||||
</mark></span><span id="line-49"><mark><span class="linenos">49</span><span class="w"> </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">name</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">confirmation</span>
|
||||
</mark></span><span id="line-50"><mark><span class="linenos">50</span><span class="w"> </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">bool</span>
|
||||
</mark></span><span id="line-51"><mark><span class="linenos">51</span><span class="w"> </span><span class="nt">description</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">Confirmation flag to proceed with reboot.</span>
|
||||
</mark></span><span id="line-52"><mark><span class="linenos">52</span><span class="w"> </span><span class="nt">default</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">false</span>
|
||||
</mark></span><span id="line-53"><mark><span class="linenos">53</span><span class="w"> </span><span class="nt">enum</span><span class="p">:</span><span class="w"> </span><span class="p p-Indicator">[</span><span class="nv">true</span><span class="p p-Indicator">,</span><span class="w"> </span><span class="nv">false</span><span class="p p-Indicator">]</span>
|
||||
</mark></span><span id="line-54"><span class="linenos">54</span>
|
||||
</span><span id="line-55"><span class="linenos">55</span><span class="nt">error_target</span><span class="p">:</span>
|
||||
</span><span id="line-56"><span class="linenos">56</span><span class="w"> </span><span class="nt">endpoint</span><span class="p">:</span>
|
||||
</span><span id="line-57"><span class="linenos">57</span><span class="w"> </span><span class="nt">name</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">error_target_1</span>
|
||||
</span><span id="line-58"><span class="linenos">58</span><span class="w"> </span><span class="nt">path</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">/error</span>
|
||||
</span><span id="line-59"><span class="linenos">59</span>
|
||||
</span><span id="line-60"><span class="linenos">60</span><span class="c1"># Arch creates a round-robin load balancing between different endpoints, managed via the cluster subsystem.</span>
|
||||
</span><span id="line-61"><span class="linenos">61</span><span class="nt">endpoints</span><span class="p">:</span>
|
||||
</span><span id="line-62"><span class="linenos">62</span><span class="w"> </span><span class="nt">app_server</span><span class="p">:</span>
|
||||
</span><span id="line-63"><span class="linenos">63</span><span class="w"> </span><span class="c1"># value could be ip address or a hostname with port</span>
|
||||
</span><span id="line-64"><span class="linenos">64</span><span class="w"> </span><span class="c1"># this could also be a list of endpoints for load balancing</span>
|
||||
</span><span id="line-65"><span class="linenos">65</span><span class="w"> </span><span class="c1"># for example endpoint: [ ip1:port, ip2:port ]</span>
|
||||
</span><span id="line-66"><span class="linenos">66</span><span class="w"> </span><span class="nt">endpoint</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">127.0.0.1:80</span>
|
||||
</span><span id="line-67"><span class="linenos">67</span><span class="w"> </span><span class="c1"># max time to wait for a connection to be established</span>
|
||||
</span><span id="line-68"><span class="linenos">68</span><span class="w"> </span><span class="nt">connect_timeout</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">0.005s</span>
|
||||
</span></code></pre></div>
|
||||
</div>
|
||||
</div>
|
||||
<div class="admonition seealso">
|
||||
<p class="admonition-title">See also</p>
|
||||
<p>Check <a class="reference internal" href="../prompt_target.html#prompt-target"><span class="std std-ref">Prompt Target</span></a> for more details!</p>
|
||||
</div>
|
||||
<section id="intent-detection-and-prompt-matching">
|
||||
<h3>Intent Detection and Prompt Matching:<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="#intent-detection-and-prompt-matching" x-intersect.margin.0%.0%.-70%.0%="activeSection = '#intent-detection-and-prompt-matching'"><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>Arch uses fast Natural Language Inference (NLI) and embedding approaches to first detect the intent of each
|
||||
|
|
@ -382,28 +363,24 @@ traffic, apply rate limits, and utilize a large set of traffic management capabi
|
|||
</span><span id="line-14"><span class="nb">print</span><span class="p">(</span><span class="s2">"OpenAI Response:"</span><span class="p">,</span> <span class="n">response</span><span class="o">.</span><span class="n">choices</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">.</span><span class="n">text</span><span class="o">.</span><span class="n">strip</span><span class="p">())</span>
|
||||
</span></code></pre></div>
|
||||
</div>
|
||||
<p>In these examples:</p>
|
||||
<blockquote>
|
||||
<div><p>The OpenAI client is used to send traffic directly through the Arch egress proxy to the LLM of your choice, such as OpenAI.
|
||||
The OpenAI client is configured to route traffic via Arch by setting the proxy to 127.0.0.1:51001, assuming Arch is
|
||||
running locally and bound to that address and port.</p>
|
||||
</div></blockquote>
|
||||
<p>This setup allows you to take advantage of Arch’s advanced traffic management features while interacting with LLM APIs like OpenAI.</p>
|
||||
<p>In these examples, the OpenAI client is used to send traffic directly through the Arch egress proxy to the LLM of your choice, such as OpenAI.
|
||||
The OpenAI client is configured to route traffic via Arch by setting the proxy to <code class="docutils literal notranslate"><span class="pre">127.0.0.1:51001</span></code>, assuming Arch is running locally and bound to that address and port.
|
||||
This setup allows you to take advantage of Arch’s advanced traffic management features while interacting with LLM APIs like OpenAI.</p>
|
||||
</section>
|
||||
</section>
|
||||
</section>
|
||||
</div><div class="flex justify-between items-center pt-6 mt-12 border-t border-border gap-4">
|
||||
<div class="mr-auto">
|
||||
<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="model_serving.html">
|
||||
<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="listener.html">
|
||||
<svg class="mr-2 h-4 w-4" fill="none" height="24" stroke="currentColor" stroke-linecap="round" stroke-linejoin="round" stroke-width="2" viewbox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg">
|
||||
<polyline points="15 18 9 12 15 6"></polyline>
|
||||
</svg>
|
||||
Model Serving
|
||||
Listener
|
||||
</a>
|
||||
</div>
|
||||
<div class="ml-auto">
|
||||
<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="request_lifecycle.html">
|
||||
Request Lifecycle
|
||||
<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="model_serving.html">
|
||||
Model Serving
|
||||
<svg class="ml-2 h-4 w-4" fill="none" height="24" stroke="currentColor" stroke-linecap="round" stroke-linejoin="round" stroke-width="2" viewbox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg">
|
||||
<polyline points="9 18 15 12 9 6"></polyline>
|
||||
</svg>
|
||||
|
|
@ -413,7 +390,7 @@ running locally and bound to that address and port.</p>
|
|||
<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>
|
||||
<ul>
|
||||
<li><a :data-current="activeSection === '#messages'" class="reference internal" href="#messages">Messages</a></li>
|
||||
<li><a :data-current="activeSection === '#prompt-guardrails'" class="reference internal" href="#prompt-guardrails">Prompt Guardrails</a></li>
|
||||
<li><a :data-current="activeSection === '#prompt-guard'" class="reference internal" href="#prompt-guard">Prompt Guard</a></li>
|
||||
<li><a :data-current="activeSection === '#prompt-targets'" class="reference internal" href="#prompt-targets">Prompt Targets</a><ul>
|
||||
<li><a :data-current="activeSection === '#intent-detection-and-prompt-matching'" class="reference internal" href="#intent-detection-and-prompt-matching">Intent Detection and Prompt Matching:</a></li>
|
||||
<li><a :data-current="activeSection === '#agentic-apps-via-prompt-targets'" class="reference internal" href="#agentic-apps-via-prompt-targets">Agentic Apps via Prompt Targets</a></li>
|
||||
|
|
|
|||
|
|
@ -18,8 +18,8 @@
|
|||
<link href="./docs/concepts/tech_overview/request_lifecycle.html" rel="canonical"/>
|
||||
<link href="../../_static/favicon.ico" rel="icon"/>
|
||||
<link href="../../search.html" rel="search" title="Search"/>
|
||||
<link href="../llm_provider.html" rel="next" title="LLM Provider"/>
|
||||
<link href="prompt.html" rel="prev" title="Prompt"/>
|
||||
<link href="error_target.html" rel="next" title="Error Target"/>
|
||||
<link href="model_serving.html" rel="prev" title="Model Serving"/>
|
||||
<script>
|
||||
<!-- Prevent Flash of wrong theme -->
|
||||
const userPreference = localStorage.getItem('darkMode');
|
||||
|
|
@ -101,9 +101,10 @@
|
|||
<li class="toctree-l2"><a class="reference internal" href="terminology.html">Terminology</a></li>
|
||||
<li class="toctree-l2"><a class="reference internal" href="threading_model.html">Threading Model</a></li>
|
||||
<li class="toctree-l2"><a class="reference internal" href="listener.html">Listener</a></li>
|
||||
<li class="toctree-l2"><a class="reference internal" href="prompt.html">Prompts</a></li>
|
||||
<li class="toctree-l2"><a class="reference internal" href="model_serving.html">Model Serving</a></li>
|
||||
<li class="toctree-l2"><a class="reference internal" href="prompt.html">Prompt</a></li>
|
||||
<li class="toctree-l2 current"><a class="current reference internal" href="#">Request Lifecycle</a></li>
|
||||
<li class="toctree-l2"><a class="reference internal" href="error_target.html">Error Target</a></li>
|
||||
</ul>
|
||||
</li>
|
||||
<li class="toctree-l1"><a class="reference internal" href="../llm_provider.html">LLM Provider</a></li>
|
||||
|
|
@ -128,7 +129,6 @@
|
|||
<p class="caption" role="heading"><span class="caption-text">Resources</span></p>
|
||||
<ul>
|
||||
<li class="toctree-l1"><a class="reference internal" href="../../resources/configuration_reference.html">Configuration Reference</a></li>
|
||||
<li class="toctree-l1"><a class="reference internal" href="../../resources/error_target.html">Error Targets</a></li>
|
||||
</ul>
|
||||
</nav>
|
||||
</div>
|
||||
|
|
@ -199,7 +199,7 @@ lifecycle. The downstream and upstream HTTP/2 codec lives here.</p></li>
|
|||
forwarding prompts <code class="docutils literal notranslate"><span class="pre">prompt_targets</span></code> and establishes the lifecycle of any <strong>upstream</strong> connection to a
|
||||
hosted endpoint that implements domain-specific business logic for incoming promots. This is where knowledge
|
||||
of targets and endpoint health, load balancing and connection pooling exists.</p></li>
|
||||
<li><p><a class="reference internal" href="model_serving.html#arch-model-serving"><span class="std std-ref">Model serving subsystem</span></a> which helps Arch make intelligent decisions about the
|
||||
<li><p><a class="reference internal" href="model_serving.html#model-serving"><span class="std std-ref">Model serving subsystem</span></a> which helps Arch make intelligent decisions about the
|
||||
incoming prompts. The model server is designed to call the purpose-built LLMs in Arch.</p></li>
|
||||
</ul>
|
||||
<p>The three subsystems are bridged with either the HTTP router filter, and the cluster manager subsystems of Envoy.</p>
|
||||
|
|
@ -214,7 +214,7 @@ enables scaling to very high core count CPUs.</p>
|
|||
<section id="configuration">
|
||||
<h2>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="#configuration" x-intersect.margin.0%.0%.-70%.0%="activeSection = '#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></h2>
|
||||
<p>Today, only support a static bootstrap configuration file for simplicity today:</p>
|
||||
<div class="highlight-yaml notranslate"><div class="highlight"><pre><span></span><code><span id="line-1"><span class="nt">version</span><span class="p">:</span><span class="w"> </span><span class="s">"0.1-beta"</span>
|
||||
<div class="highlight-yaml notranslate"><div class="highlight"><pre><span></span><code><span id="line-1"><span class="nt">version</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">v0.1</span>
|
||||
</span><span id="line-2">
|
||||
</span><span id="line-3"><span class="nt">listener</span><span class="p">:</span>
|
||||
</span><span id="line-4"><span class="w"> </span><span class="nt">address</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">0.0.0.0</span><span class="w"> </span><span class="c1"># or 127.0.0.1</span>
|
||||
|
|
@ -224,67 +224,64 @@ enables scaling to very high core count CPUs.</p>
|
|||
</span><span id="line-8">
|
||||
</span><span id="line-9"><span class="c1"># Centralized way to manage LLMs, manage keys, retry logic, failover and limits in a central way</span>
|
||||
</span><span id="line-10"><span class="nt">llm_providers</span><span class="p">:</span>
|
||||
</span><span id="line-11"><span class="w"> </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">name</span><span class="p">:</span><span class="w"> </span><span class="s">"OpenAI"</span>
|
||||
</span><span id="line-12"><span class="w"> </span><span class="nt">provider</span><span class="p">:</span><span class="w"> </span><span class="s">"openai"</span>
|
||||
</span><span id="line-13"><span class="w"> </span><span class="nt">access_key</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">$OPENAI_API_KEY</span>
|
||||
</span><span id="line-11"><span class="w"> </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">name</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">OpenAI</span>
|
||||
</span><span id="line-12"><span class="w"> </span><span class="nt">provider</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">openai</span>
|
||||
</span><span id="line-13"><span class="w"> </span><span class="nt">access_key</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">OPENAI_API_KEY</span>
|
||||
</span><span id="line-14"><span class="w"> </span><span class="nt">model</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">gpt-4o</span>
|
||||
</span><span id="line-15"><span class="w"> </span><span class="nt">default</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">true</span>
|
||||
</span><span id="line-16"><span class="w"> </span><span class="nt">stream</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">true</span>
|
||||
</span><span id="line-17">
|
||||
</span><span id="line-18"><span class="c1"># default system prompt used by all prompt targets</span>
|
||||
</span><span id="line-19"><span class="nt">system_prompt</span><span class="p">:</span><span class="w"> </span><span class="p p-Indicator">|</span>
|
||||
</span><span id="line-20"><span class="w"> </span><span class="no">You are a network assistant that just offers facts; not advice on manufacturers or purchasing decisions.</span>
|
||||
</span><span id="line-21">
|
||||
</span><span id="line-22"><span class="nt">prompt_guards</span><span class="p">:</span>
|
||||
</span><span id="line-23"><span class="w"> </span><span class="nt">input_guards</span><span class="p">:</span>
|
||||
</span><span id="line-24"><span class="w"> </span><span class="nt">jailbreak</span><span class="p">:</span>
|
||||
</span><span id="line-25"><span class="w"> </span><span class="nt">on_exception</span><span class="p">:</span>
|
||||
</span><span id="line-26"><span class="w"> </span><span class="nt">message</span><span class="p">:</span><span class="w"> </span><span class="s">"Looks</span><span class="nv"> </span><span class="s">like</span><span class="nv"> </span><span class="s">you're</span><span class="nv"> </span><span class="s">curious</span><span class="nv"> </span><span class="s">about</span><span class="nv"> </span><span class="s">my</span><span class="nv"> </span><span class="s">abilities,</span><span class="nv"> </span><span class="s">but</span><span class="nv"> </span><span class="s">I</span><span class="nv"> </span><span class="s">can</span><span class="nv"> </span><span class="s">only</span><span class="nv"> </span><span class="s">provide</span><span class="nv"> </span><span class="s">assistance</span><span class="nv"> </span><span class="s">within</span><span class="nv"> </span><span class="s">my</span><span class="nv"> </span><span class="s">programmed</span><span class="nv"> </span><span class="s">parameters."</span>
|
||||
</span><span id="line-27">
|
||||
</span><span id="line-28"><span class="nt">prompt_targets</span><span class="p">:</span>
|
||||
</span><span id="line-29"><span class="w"> </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">name</span><span class="p">:</span><span class="w"> </span><span class="s">"reboot_network_device"</span>
|
||||
</span><span id="line-30"><span class="w"> </span><span class="nt">description</span><span class="p">:</span><span class="w"> </span><span class="s">"Helps</span><span class="nv"> </span><span class="s">network</span><span class="nv"> </span><span class="s">operators</span><span class="nv"> </span><span class="s">perform</span><span class="nv"> </span><span class="s">device</span><span class="nv"> </span><span class="s">operations</span><span class="nv"> </span><span class="s">like</span><span class="nv"> </span><span class="s">rebooting</span><span class="nv"> </span><span class="s">a</span><span class="nv"> </span><span class="s">device."</span>
|
||||
</span><span id="line-19"><span class="nt">system_prompt</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">You are a network assistant that just offers facts; not advice on manufacturers or purchasing decisions.</span>
|
||||
</span><span id="line-20">
|
||||
</span><span id="line-21"><span class="nt">prompt_guards</span><span class="p">:</span>
|
||||
</span><span id="line-22"><span class="w"> </span><span class="nt">input_guards</span><span class="p">:</span>
|
||||
</span><span id="line-23"><span class="w"> </span><span class="nt">jailbreak</span><span class="p">:</span>
|
||||
</span><span id="line-24"><span class="w"> </span><span class="nt">on_exception</span><span class="p">:</span>
|
||||
</span><span id="line-25"><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><span id="line-26">
|
||||
</span><span id="line-27"><span class="nt">prompt_targets</span><span class="p">:</span>
|
||||
</span><span id="line-28"><span class="w"> </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">name</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">information_extraction</span>
|
||||
</span><span id="line-29"><span class="w"> </span><span class="nt">default</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">true</span>
|
||||
</span><span id="line-30"><span class="w"> </span><span class="nt">description</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">handel all scenarios that are question and answer in nature. Like summarization, information extraction, etc.</span>
|
||||
</span><span id="line-31"><span class="w"> </span><span class="nt">endpoint</span><span class="p">:</span>
|
||||
</span><span id="line-32"><span class="w"> </span><span class="nt">name</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">app_server</span>
|
||||
</span><span id="line-33"><span class="w"> </span><span class="nt">path</span><span class="p">:</span><span class="w"> </span><span class="s">"/agent/action"</span>
|
||||
</span><span id="line-34"><span class="w"> </span><span class="nt">parameters</span><span class="p">:</span>
|
||||
</span><span id="line-35"><span class="w"> </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">name</span><span class="p">:</span><span class="w"> </span><span class="s">"device_id"</span>
|
||||
</span><span id="line-36"><span class="w"> </span><span class="c1"># additional type options include: int | float | bool | string | list | dict</span>
|
||||
</span><span id="line-37"><span class="w"> </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="s">"string"</span>
|
||||
</span><span id="line-38"><span class="w"> </span><span class="nt">description</span><span class="p">:</span><span class="w"> </span><span class="s">"Identifier</span><span class="nv"> </span><span class="s">of</span><span class="nv"> </span><span class="s">the</span><span class="nv"> </span><span class="s">network</span><span class="nv"> </span><span class="s">device</span><span class="nv"> </span><span class="s">to</span><span class="nv"> </span><span class="s">reboot."</span>
|
||||
</span><span id="line-39"><span class="w"> </span><span class="nt">required</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">true</span>
|
||||
</span><span id="line-40"><span class="w"> </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">name</span><span class="p">:</span><span class="w"> </span><span class="s">"confirmation"</span>
|
||||
</span><span id="line-41"><span class="w"> </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="s">"string"</span>
|
||||
</span><span id="line-42"><span class="w"> </span><span class="nt">description</span><span class="p">:</span><span class="w"> </span><span class="s">"Confirmation</span><span class="nv"> </span><span class="s">flag</span><span class="nv"> </span><span class="s">to</span><span class="nv"> </span><span class="s">proceed</span><span class="nv"> </span><span class="s">with</span><span class="nv"> </span><span class="s">reboot."</span>
|
||||
</span><span id="line-43"><span class="w"> </span><span class="nt">default</span><span class="p">:</span><span class="w"> </span><span class="s">"no"</span>
|
||||
</span><span id="line-44"><span class="w"> </span><span class="nt">enum</span><span class="p">:</span><span class="w"> </span><span class="p p-Indicator">[</span><span class="nv">yes</span><span class="p p-Indicator">,</span><span class="w"> </span><span class="nv">no</span><span class="p p-Indicator">]</span>
|
||||
</span><span id="line-45">
|
||||
</span><span id="line-46"><span class="w"> </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">name</span><span class="p">:</span><span class="w"> </span><span class="s">"information_extraction"</span>
|
||||
</span><span id="line-47"><span class="w"> </span><span class="nt">default</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">true</span>
|
||||
</span><span id="line-48"><span class="w"> </span><span class="nt">description</span><span class="p">:</span><span class="w"> </span><span class="s">"This</span><span class="nv"> </span><span class="s">prompt</span><span class="nv"> </span><span class="s">handles</span><span class="nv"> </span><span class="s">all</span><span class="nv"> </span><span class="s">scenarios</span><span class="nv"> </span><span class="s">that</span><span class="nv"> </span><span class="s">are</span><span class="nv"> </span><span class="s">question</span><span class="nv"> </span><span class="s">and</span><span class="nv"> </span><span class="s">answer</span><span class="nv"> </span><span class="s">in</span><span class="nv"> </span><span class="s">nature.</span><span class="nv"> </span><span class="s">Like</span><span class="nv"> </span><span class="s">summarization,</span><span class="nv"> </span><span class="s">information</span><span class="nv"> </span><span class="s">extraction,</span><span class="nv"> </span><span class="s">etc."</span>
|
||||
</span><span id="line-49"><span class="w"> </span><span class="nt">endpoint</span><span class="p">:</span>
|
||||
</span><span id="line-50"><span class="w"> </span><span class="nt">name</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">app_server</span>
|
||||
</span><span id="line-51"><span class="w"> </span><span class="nt">path</span><span class="p">:</span><span class="w"> </span><span class="s">"/agent/summary"</span>
|
||||
</span><span id="line-52"><span class="w"> </span><span class="c1"># Arch uses the default LLM and treats the response from the endpoint as the prompt to send to the LLM</span>
|
||||
</span><span id="line-53"><span class="w"> </span><span class="nt">auto_llm_dispatch_on_response</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">true</span>
|
||||
</span><span id="line-54"><span class="w"> </span><span class="c1"># override system prompt for this prompt target</span>
|
||||
</span><span id="line-55"><span class="w"> </span><span class="nt">system_prompt</span><span class="p">:</span><span class="w"> </span><span class="p p-Indicator">|</span>
|
||||
</span><span id="line-56"><span class="w"> </span><span class="no">You are a helpful information extraction assistant. Use the information that is provided to you.</span>
|
||||
</span><span id="line-57">
|
||||
</span><span id="line-58"><span class="nt">error_target</span><span class="p">:</span>
|
||||
</span><span id="line-59"><span class="w"> </span><span class="nt">endpoint</span><span class="p">:</span>
|
||||
</span><span id="line-60"><span class="w"> </span><span class="nt">name</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">error_target_1</span>
|
||||
</span><span id="line-61"><span class="w"> </span><span class="nt">path</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">/error</span>
|
||||
</span><span id="line-62">
|
||||
</span><span id="line-63"><span class="c1"># Arch creates a round-robin load balancing between different endpoints, managed via the cluster subsystem.</span>
|
||||
</span><span id="line-64"><span class="nt">endpoints</span><span class="p">:</span>
|
||||
</span><span id="line-65"><span class="w"> </span><span class="nt">app_server</span><span class="p">:</span>
|
||||
</span><span id="line-66"><span class="w"> </span><span class="c1"># value could be ip address or a hostname with port</span>
|
||||
</span><span id="line-67"><span class="w"> </span><span class="c1"># this could also be a list of endpoints for load balancing</span>
|
||||
</span><span id="line-68"><span class="w"> </span><span class="c1"># for example endpoint: [ ip1:port, ip2:port ]</span>
|
||||
</span><span id="line-69"><span class="w"> </span><span class="nt">endpoint</span><span class="p">:</span><span class="w"> </span><span class="s">"127.0.0.1:80"</span>
|
||||
</span><span id="line-70"><span class="w"> </span><span class="c1"># max time to wait for a connection to be established</span>
|
||||
</span><span id="line-71"><span class="w"> </span><span class="nt">connect_timeout</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">0.005s</span>
|
||||
</span><span id="line-33"><span class="w"> </span><span class="nt">path</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">/agent/summary</span>
|
||||
</span><span id="line-34"><span class="w"> </span><span class="c1"># Arch uses the default LLM and treats the response from the endpoint as the prompt to send to the LLM</span>
|
||||
</span><span id="line-35"><span class="w"> </span><span class="nt">auto_llm_dispatch_on_response</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">true</span>
|
||||
</span><span id="line-36"><span class="w"> </span><span class="c1"># override system prompt for this prompt target</span>
|
||||
</span><span id="line-37"><span class="w"> </span><span class="nt">system_prompt</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">You are a helpful information extraction assistant. Use the information that is provided to you.</span>
|
||||
</span><span id="line-38">
|
||||
</span><span id="line-39"><span class="w"> </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">name</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">reboot_network_device</span>
|
||||
</span><span id="line-40"><span class="w"> </span><span class="nt">description</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">Reboot a specific network device</span>
|
||||
</span><span id="line-41"><span class="w"> </span><span class="nt">endpoint</span><span class="p">:</span>
|
||||
</span><span id="line-42"><span class="w"> </span><span class="nt">name</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">app_server</span>
|
||||
</span><span id="line-43"><span class="w"> </span><span class="nt">path</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">/agent/action</span>
|
||||
</span><span id="line-44"><span class="w"> </span><span class="nt">parameters</span><span class="p">:</span>
|
||||
</span><span id="line-45"><span class="w"> </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">name</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">device_id</span>
|
||||
</span><span id="line-46"><span class="w"> </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">str</span>
|
||||
</span><span id="line-47"><span class="w"> </span><span class="nt">description</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">Identifier of the network device to reboot.</span>
|
||||
</span><span id="line-48"><span class="w"> </span><span class="nt">required</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">true</span>
|
||||
</span><span id="line-49"><span class="w"> </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">name</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">confirmation</span>
|
||||
</span><span id="line-50"><span class="w"> </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">bool</span>
|
||||
</span><span id="line-51"><span class="w"> </span><span class="nt">description</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">Confirmation flag to proceed with reboot.</span>
|
||||
</span><span id="line-52"><span class="w"> </span><span class="nt">default</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">false</span>
|
||||
</span><span id="line-53"><span class="w"> </span><span class="nt">enum</span><span class="p">:</span><span class="w"> </span><span class="p p-Indicator">[</span><span class="nv">true</span><span class="p p-Indicator">,</span><span class="w"> </span><span class="nv">false</span><span class="p p-Indicator">]</span>
|
||||
</span><span id="line-54">
|
||||
</span><span id="line-55"><span class="nt">error_target</span><span class="p">:</span>
|
||||
</span><span id="line-56"><span class="w"> </span><span class="nt">endpoint</span><span class="p">:</span>
|
||||
</span><span id="line-57"><span class="w"> </span><span class="nt">name</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">error_target_1</span>
|
||||
</span><span id="line-58"><span class="w"> </span><span class="nt">path</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">/error</span>
|
||||
</span><span id="line-59">
|
||||
</span><span id="line-60"><span class="c1"># Arch creates a round-robin load balancing between different endpoints, managed via the cluster subsystem.</span>
|
||||
</span><span id="line-61"><span class="nt">endpoints</span><span class="p">:</span>
|
||||
</span><span id="line-62"><span class="w"> </span><span class="nt">app_server</span><span class="p">:</span>
|
||||
</span><span id="line-63"><span class="w"> </span><span class="c1"># value could be ip address or a hostname with port</span>
|
||||
</span><span id="line-64"><span class="w"> </span><span class="c1"># this could also be a list of endpoints for load balancing</span>
|
||||
</span><span id="line-65"><span class="w"> </span><span class="c1"># for example endpoint: [ ip1:port, ip2:port ]</span>
|
||||
</span><span id="line-66"><span class="w"> </span><span class="nt">endpoint</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">127.0.0.1:80</span>
|
||||
</span><span id="line-67"><span class="w"> </span><span class="c1"># max time to wait for a connection to be established</span>
|
||||
</span><span id="line-68"><span class="w"> </span><span class="nt">connect_timeout</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">0.005s</span>
|
||||
</span></code></pre></div>
|
||||
</div>
|
||||
</section>
|
||||
|
|
@ -374,16 +371,16 @@ processing request headers and then finalized by the HCM during post-request pro
|
|||
</section>
|
||||
</div><div class="flex justify-between items-center pt-6 mt-12 border-t border-border gap-4">
|
||||
<div class="mr-auto">
|
||||
<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="prompt.html">
|
||||
<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="model_serving.html">
|
||||
<svg class="mr-2 h-4 w-4" fill="none" height="24" stroke="currentColor" stroke-linecap="round" stroke-linejoin="round" stroke-width="2" viewbox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg">
|
||||
<polyline points="15 18 9 12 15 6"></polyline>
|
||||
</svg>
|
||||
Prompt
|
||||
Model Serving
|
||||
</a>
|
||||
</div>
|
||||
<div class="ml-auto">
|
||||
<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="../llm_provider.html">
|
||||
LLM Provider
|
||||
<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="error_target.html">
|
||||
Error Target
|
||||
<svg class="ml-2 h-4 w-4" fill="none" height="24" stroke="currentColor" stroke-linecap="round" stroke-linejoin="round" stroke-width="2" viewbox="0 0 24 24" width="24" xmlns="http://www.w3.org/2000/svg">
|
||||
<polyline points="9 18 15 12 9 6"></polyline>
|
||||
</svg>
|
||||
|
|
|
|||
|
|
@ -101,9 +101,10 @@
|
|||
<li class="toctree-l2"><a class="reference internal" href="terminology.html">Terminology</a></li>
|
||||
<li class="toctree-l2"><a class="reference internal" href="threading_model.html">Threading Model</a></li>
|
||||
<li class="toctree-l2"><a class="reference internal" href="listener.html">Listener</a></li>
|
||||
<li class="toctree-l2"><a class="reference internal" href="prompt.html">Prompts</a></li>
|
||||
<li class="toctree-l2"><a class="reference internal" href="model_serving.html">Model Serving</a></li>
|
||||
<li class="toctree-l2"><a class="reference internal" href="prompt.html">Prompt</a></li>
|
||||
<li class="toctree-l2"><a class="reference internal" href="request_lifecycle.html">Request Lifecycle</a></li>
|
||||
<li class="toctree-l2"><a class="reference internal" href="error_target.html">Error Target</a></li>
|
||||
</ul>
|
||||
</li>
|
||||
<li class="toctree-l1"><a class="reference internal" href="../llm_provider.html">LLM Provider</a></li>
|
||||
|
|
@ -128,7 +129,6 @@
|
|||
<p class="caption" role="heading"><span class="caption-text">Resources</span></p>
|
||||
<ul>
|
||||
<li class="toctree-l1"><a class="reference internal" href="../../resources/configuration_reference.html">Configuration Reference</a></li>
|
||||
<li class="toctree-l1"><a class="reference internal" href="../../resources/error_target.html">Error Targets</a></li>
|
||||
</ul>
|
||||
</nav>
|
||||
</div>
|
||||
|
|
@ -163,19 +163,19 @@
|
|||
<li class="toctree-l2"><a class="reference internal" href="listener.html#configure-listener">Configure Listener</a></li>
|
||||
</ul>
|
||||
</li>
|
||||
<li class="toctree-l1"><a class="reference internal" href="model_serving.html">Model Serving</a><ul>
|
||||
<li class="toctree-l2"><a class="reference internal" href="model_serving.html#local-serving-cpu-moderate">Local Serving (CPU - Moderate)</a></li>
|
||||
<li class="toctree-l2"><a class="reference internal" href="model_serving.html#local-serving-gpu-fast">Local Serving (GPU- Fast)</a></li>
|
||||
<li class="toctree-l2"><a class="reference internal" href="model_serving.html#cloud-serving-gpu-blazing-fast">Cloud Serving (GPU - Blazing Fast)</a></li>
|
||||
</ul>
|
||||
</li>
|
||||
<li class="toctree-l1"><a class="reference internal" href="prompt.html">Prompt</a><ul>
|
||||
<li class="toctree-l1"><a class="reference internal" href="prompt.html">Prompts</a><ul>
|
||||
<li class="toctree-l2"><a class="reference internal" href="prompt.html#messages">Messages</a></li>
|
||||
<li class="toctree-l2"><a class="reference internal" href="prompt.html#prompt-guardrails">Prompt Guardrails</a></li>
|
||||
<li class="toctree-l2"><a class="reference internal" href="prompt.html#prompt-guard">Prompt Guard</a></li>
|
||||
<li class="toctree-l2"><a class="reference internal" href="prompt.html#prompt-targets">Prompt Targets</a></li>
|
||||
<li class="toctree-l2"><a class="reference internal" href="prompt.html#prompting-llms">Prompting LLMs</a></li>
|
||||
</ul>
|
||||
</li>
|
||||
<li class="toctree-l1"><a class="reference internal" href="model_serving.html">Model Serving</a><ul>
|
||||
<li class="toctree-l2"><a class="reference internal" href="model_serving.html#local-serving-cpu-moderate">Local Serving (CPU - Moderate)</a></li>
|
||||
<li class="toctree-l2"><a class="reference internal" href="model_serving.html#local-serving-gpu-fast">Local Serving (GPU - Fast)</a></li>
|
||||
<li class="toctree-l2"><a class="reference internal" href="model_serving.html#cloud-serving-gpu-blazing-fast">Cloud Serving (GPU - Blazing Fast)</a></li>
|
||||
</ul>
|
||||
</li>
|
||||
<li class="toctree-l1"><a class="reference internal" href="request_lifecycle.html">Request Lifecycle</a><ul>
|
||||
<li class="toctree-l2"><a class="reference internal" href="request_lifecycle.html#terminology">Terminology</a></li>
|
||||
<li class="toctree-l2"><a class="reference internal" href="request_lifecycle.html#network-topology">Network topology</a></li>
|
||||
|
|
@ -186,6 +186,12 @@
|
|||
<li class="toctree-l2"><a class="reference internal" href="request_lifecycle.html#id1">Overview</a></li>
|
||||
</ul>
|
||||
</li>
|
||||
<li class="toctree-l1"><a class="reference internal" href="error_target.html">Error Target</a><ul>
|
||||
<li class="toctree-l2"><a class="reference internal" href="error_target.html#key-concepts">Key Concepts</a></li>
|
||||
<li class="toctree-l2"><a class="reference internal" href="error_target.html#error-header-example">Error Header Example</a></li>
|
||||
<li class="toctree-l2"><a class="reference internal" href="error_target.html#best-practices-and-tips">Best Practices and Tips</a></li>
|
||||
</ul>
|
||||
</li>
|
||||
</ul>
|
||||
</div>
|
||||
</section>
|
||||
|
|
|
|||
|
|
@ -101,9 +101,10 @@
|
|||
<li class="toctree-l2 current"><a class="current reference internal" href="#">Terminology</a></li>
|
||||
<li class="toctree-l2"><a class="reference internal" href="threading_model.html">Threading Model</a></li>
|
||||
<li class="toctree-l2"><a class="reference internal" href="listener.html">Listener</a></li>
|
||||
<li class="toctree-l2"><a class="reference internal" href="prompt.html">Prompts</a></li>
|
||||
<li class="toctree-l2"><a class="reference internal" href="model_serving.html">Model Serving</a></li>
|
||||
<li class="toctree-l2"><a class="reference internal" href="prompt.html">Prompt</a></li>
|
||||
<li class="toctree-l2"><a class="reference internal" href="request_lifecycle.html">Request Lifecycle</a></li>
|
||||
<li class="toctree-l2"><a class="reference internal" href="error_target.html">Error Target</a></li>
|
||||
</ul>
|
||||
</li>
|
||||
<li class="toctree-l1"><a class="reference internal" href="../llm_provider.html">LLM Provider</a></li>
|
||||
|
|
@ -128,7 +129,6 @@
|
|||
<p class="caption" role="heading"><span class="caption-text">Resources</span></p>
|
||||
<ul>
|
||||
<li class="toctree-l1"><a class="reference internal" href="../../resources/configuration_reference.html">Configuration Reference</a></li>
|
||||
<li class="toctree-l1"><a class="reference internal" href="../../resources/error_target.html">Error Targets</a></li>
|
||||
</ul>
|
||||
</nav>
|
||||
</div>
|
||||
|
|
@ -160,31 +160,31 @@ to keep things consistent in logs, traces and in code.</p>
|
|||
<p><strong>Upstream(Egress)</strong>: An upstream host that receives connections and prompts from Arch, and returns context or responses for a prompt</p>
|
||||
<a class="reference internal image-reference" href="../../_images/network-topology-ingress-egress.jpg"><img alt="../../_images/network-topology-ingress-egress.jpg" class="align-center" src="../../_images/network-topology-ingress-egress.jpg" style="width: 100%;"/>
|
||||
</a>
|
||||
<p><strong>Listener</strong>: A listener is a named network location (e.g., port, address, path etc.) that Arch listens on to process prompts
|
||||
<p><strong>Listener</strong>: A <a class="reference internal" href="listener.html#arch-overview-listeners"><span class="std std-ref">listener</span></a> is a named network location (e.g., port, address, path etc.) that Arch listens on to process prompts
|
||||
before forwarding them to your application server endpoints. rch enables you to configure one listener for downstream connections
|
||||
(like port 80, 443) and creates a separate internal listener for calls that initiate from your application code to LLMs.</p>
|
||||
<div class="admonition note">
|
||||
<p class="admonition-title">Note</p>
|
||||
<p>When you start Arch, you specify a listener address/port that you want to bind downstream. But, Arch uses are predefined port
|
||||
that you can use (<code class="docutils literal notranslate"><span class="pre">127.0.0.1:10000</span></code>) to proxy egress calls originating from your application to LLMs (API-based or hosted).
|
||||
For more details, check out <a class="reference internal" href="../llm_provider.html#llm-provider"><span class="std std-ref">LLM providers</span></a></p>
|
||||
For more details, check out <a class="reference internal" href="../llm_provider.html#llm-provider"><span class="std std-ref">LLM provider</span></a>.</p>
|
||||
</div>
|
||||
<p><strong>Instance</strong>: An instance of the Arch gateway. When you start Arch it creates at most two processes. One to handle Layer 7
|
||||
networking operations (auth, tls, observability, etc) and the second process to serve models that enable it to make smart
|
||||
decisions on how to accept, handle and forward prompts. The second process is optional, as the model serving sevice could be
|
||||
hosted on a different network (an API call). But these two processes are considered a single instance of Arch.</p>
|
||||
<p><strong>Prompt Targets</strong>: Arch offers a primitive called <code class="docutils literal notranslate"><span class="pre">prompt_targets</span></code> to help separate business logic from undifferentiated
|
||||
<p><strong>Prompt Target</strong>: Arch offers a primitive called <a class="reference internal" href="../prompt_target.html#prompt-target"><span class="std std-ref">prompt_target</span></a> to help separate business logic from undifferentiated
|
||||
work in building generative AI apps. Prompt targets are endpoints that receive prompts that are processed by Arch.
|
||||
For example, Arch enriches incoming prompts with metadata like knowing when a request is a follow-up or clarifying prompt
|
||||
so that you can build faster, more accurate retrieval (RAG) apps. To support agentic apps, like scheduling travel plans or
|
||||
sharing comments on a document - via prompts, Bolt uses its function calling abilities to extract critical information from
|
||||
the incoming prompt (or a set of prompts) needed by a downstream backend API or function call before calling it directly.</p>
|
||||
<p><strong>Error Targets</strong>: Error targets are those endpoints that receive forwarded errors from Arch when issues arise,
|
||||
<p><strong>Error Target</strong>: <a class="reference internal" href="error_target.html#error-target"><span class="std std-ref">Error targets</span></a> are those endpoints that receive forwarded errors from Arch when issues arise,
|
||||
such as failing to properly call a function/API, detecting violations of guardrails, or encountering other processing errors.
|
||||
These errors are communicated to the application via headers (X-Arch-[ERROR-TYPE]), allowing it to handle the errors gracefully
|
||||
These errors are communicated to the application via headers <code class="docutils literal notranslate"><span class="pre">X-Arch-[ERROR-TYPE]</span></code>, allowing it to handle the errors gracefully
|
||||
and take appropriate actions.</p>
|
||||
<p><strong>Model Serving</strong>: Arch is a set of <strong>two</strong> self-contained processes that are designed to run alongside your application servers
|
||||
(or on a separate hostconnected via a network).The <strong>model serving</strong> process helps Arch make intelligent decisions about the
|
||||
<p><strong>Model Serving</strong>: Arch is a set of <cite>two</cite> self-contained processes that are designed to run alongside your application servers
|
||||
(or on a separate hostconnected via a network).The <a class="reference internal" href="model_serving.html#model-serving"><span class="std std-ref">model serving</span></a> process helps Arch make intelligent decisions about the
|
||||
incoming prompts. The model server is designed to call the (fast) purpose-built LLMs in Arch.</p>
|
||||
</section>
|
||||
</div><div class="flex justify-between items-center pt-6 mt-12 border-t border-border gap-4">
|
||||
|
|
|
|||
|
|
@ -101,9 +101,10 @@
|
|||
<li class="toctree-l2"><a class="reference internal" href="terminology.html">Terminology</a></li>
|
||||
<li class="toctree-l2 current"><a class="current reference internal" href="#">Threading Model</a></li>
|
||||
<li class="toctree-l2"><a class="reference internal" href="listener.html">Listener</a></li>
|
||||
<li class="toctree-l2"><a class="reference internal" href="prompt.html">Prompts</a></li>
|
||||
<li class="toctree-l2"><a class="reference internal" href="model_serving.html">Model Serving</a></li>
|
||||
<li class="toctree-l2"><a class="reference internal" href="prompt.html">Prompt</a></li>
|
||||
<li class="toctree-l2"><a class="reference internal" href="request_lifecycle.html">Request Lifecycle</a></li>
|
||||
<li class="toctree-l2"><a class="reference internal" href="error_target.html">Error Target</a></li>
|
||||
</ul>
|
||||
</li>
|
||||
<li class="toctree-l1"><a class="reference internal" href="../llm_provider.html">LLM Provider</a></li>
|
||||
|
|
@ -128,7 +129,6 @@
|
|||
<p class="caption" role="heading"><span class="caption-text">Resources</span></p>
|
||||
<ul>
|
||||
<li class="toctree-l1"><a class="reference internal" href="../../resources/configuration_reference.html">Configuration Reference</a></li>
|
||||
<li class="toctree-l1"><a class="reference internal" href="../../resources/error_target.html">Error Targets</a></li>
|
||||
</ul>
|
||||
</nav>
|
||||
</div>
|
||||
|
|
@ -161,7 +161,7 @@ threads perform filtering, and forwarding.</p>
|
|||
thread. All the functionality around prompt handling from a downstream client is handled in a separate worker thread.
|
||||
This allows the majority of Arch to be largely single threaded (embarrassingly parallel) with a small amount
|
||||
of more complex code handling coordination between the worker threads.</p>
|
||||
<p>Generally Arch is written to be 100% non-blocking.</p>
|
||||
<p>Generally, Arch is written to be 100% non-blocking.</p>
|
||||
<div class="admonition tip">
|
||||
<p class="admonition-title">Tip</p>
|
||||
<p>For most workloads we recommend configuring the number of worker threads to be equal to the number of
|
||||
|
|
|
|||
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Add table
Add a link
Reference in a new issue