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@ -56,7 +56,7 @@
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@ -75,40 +75,33 @@
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<li class="toctree-l2"><a class="reference internal" href="../../concepts/tech_overview/listener.html">Listener</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../../concepts/listeners.html">Listeners</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../../concepts/filter_chain.html">Filter Chains</a></li>
<li class="toctree-l1" x-data="{ expanded: $el.classList.contains('current') ? true : false }"><a :class="{ 'expanded' : expanded }" @click="expanded = !expanded" class="reference internal expandable" href="../../concepts/llm_providers/llm_providers.html">Model (LLM) Providers<button @click.prevent.stop="expanded = !expanded" type="button"><span class="sr-only"></span><svg fill="currentColor" height="18px" stroke="none" viewbox="0 0 24 24" width="18px" xmlns="http://www.w3.org/2000/svg"><path d="M10 6L8.59 7.41 13.17 12l-4.58 4.59L10 18l6-6z"></path></svg></button></a><ul x-show="expanded">
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<li class="toctree-l2"><a class="reference internal" href="../../concepts/llm_providers/model_aliases.html">Model Aliases</a></li>
@ -118,27 +111,29 @@
</ul>
<p class="caption" role="heading"><span class="caption-text">Guides</span></p>
<ul class="current">
<li class="toctree-l1"><a class="reference internal" href="../prompt_guard.html">Prompt Guard</a></li>
<li class="toctree-l1"><a class="reference internal" href="../agent_routing.html">Agent Routing and Hand Off</a></li>
<li class="toctree-l1"><a class="reference internal" href="../function_calling.html">Function Calling</a></li>
<li class="toctree-l1"><a class="reference internal" href="../orchestration.html">Orchestration</a></li>
<li class="toctree-l1"><a class="reference internal" href="../llm_router.html">LLM Routing</a></li>
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<p class="caption" role="heading"><span class="caption-text">Build with Arch</span></p>
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<li class="toctree-l1"><a class="reference internal" href="../../build_with_arch/agent.html">Agentic Apps</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../build_with_arch/rag.html">RAG Apps</a></li>
<li class="toctree-l1"><a class="reference internal" href="../../build_with_arch/multi_turn.html">Multi-Turn</a></li>
<li class="toctree-l1"><a class="reference internal" href="../prompt_guard.html">Guardrails</a></li>
<li class="toctree-l1"><a class="reference internal" href="../state.html">Conversational State</a></li>
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<p class="caption" role="heading"><span class="caption-text">Resources</span></p>
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@ -153,7 +148,7 @@
<div class="w-full min-w-0 mx-auto">
<nav aria-label="breadcrumbs" class="flex items-center mb-4 space-x-1 text-sm text-muted-foreground">
<a class="overflow-hidden text-ellipsis whitespace-nowrap hover:text-foreground" href="../../index.html">
<span class="hidden md:inline">Arch Docs v0.3.22</span>
<span class="hidden md:inline">Plano Docs v0.4</span>
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@ -168,11 +163,11 @@
and instrumentation for generating, collecting, processing, and exporting telemetry data, such as traces,
metrics, and logs. Its flexible design supports a wide range of backends and seamlessly integrates with
modern application tools.</p>
<p>Arch acts a <em>source</em> for several monitoring metrics related to <strong>prompts</strong> and <strong>LLMs</strong> natively integrated
<p>Plano acts a <em>source</em> for several monitoring metrics related to <strong>agents</strong> and <strong>LLMs</strong> natively integrated
via <a class="reference external" href="https://opentelemetry.io/" rel="nofollow noopener">OpenTelemetry<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> to help you understand three critical aspects of your application:
latency, token usage, and error rates by an upstream LLM provider. Latency measures the speed at which your application
is responding to users, which includes metrics like time to first token (TFT), time per output token (TOT) metrics, and
the total latency as perceived by users. Below are some screenshots how Arch integrates natively with tools like
the total latency as perceived by users. Below are some screenshots how Plano integrates natively with tools like
<a class="reference external" href="https://grafana.com/grafana/dashboards/" rel="nofollow noopener">Grafana<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> via <a class="reference external" href="https://prometheus.io/" rel="nofollow noopener">Promethus<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>
<section id="metrics-dashboard-via-grafana">
<h2>Metrics Dashboard (via Grafana)<a @click.prevent="window.navigator.clipboard.writeText($el.href); $el.setAttribute('data-tooltip', 'Copied!'); setTimeout(() =&gt; $el.setAttribute('data-tooltip', 'Copy link to this element'), 2000)" aria-label="Copy link to this element" class="headerlink" data-tooltip="Copy link to this element" href="#metrics-dashboard-via-grafana" x-intersect.margin.0%.0%.-70%.0%="activeSection = '#metrics-dashboard-via-grafana'"><svg height="1em" viewbox="0 0 24 24" width="1em" xmlns="http://www.w3.org/2000/svg"><path d="M3.9 12c0-1.71 1.39-3.1 3.1-3.1h4V7H7c-2.76 0-5 2.24-5 5s2.24 5 5 5h4v-1.9H7c-1.71 0-3.1-1.39-3.1-3.1zM8 13h8v-2H8v2zm9-6h-4v1.9h4c1.71 0 3.1 1.39 3.1 3.1s-1.39 3.1-3.1 3.1h-4V17h4c2.76 0 5-2.24 5-5s-2.24-5-5-5z"></path></svg></a></h2>
@ -185,7 +180,7 @@ the total latency as perceived by users. Below are some screenshots how Arch int
</section>
<section id="configure-monitoring">
<h2>Configure Monitoring<a @click.prevent="window.navigator.clipboard.writeText($el.href); $el.setAttribute('data-tooltip', 'Copied!'); setTimeout(() =&gt; $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-monitoring" x-intersect.margin.0%.0%.-70%.0%="activeSection = '#configure-monitoring'"><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 gateway publishes stats endpoint at <a class="reference external" href="http://localhost:19901/stats" rel="nofollow noopener">http://localhost:19901/stats<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>. As noted above, Arch is a source for metrics. To view and manipulate dashbaords, you will
<p>Plano publishes stats endpoint at <a class="reference external" href="http://localhost:19901/stats" rel="nofollow noopener">http://localhost:19901/stats<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>. As noted above, Plano is a source for metrics. To view and manipulate dashbaords, you will
need to configiure <a class="reference external" href="https://prometheus.io/" rel="nofollow noopener">Promethus<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> (as a metrics store) and <a class="reference external" href="https://grafana.com/grafana/dashboards/" rel="nofollow noopener">Grafana<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> for dashboards. Below
are some sample configuration files for both, respectively.</p>
<div class="literal-block-wrapper docutils container" id="id5">
@ -202,7 +197,7 @@ are some sample configuration files for both, respectively.</p>
</span><span id="line-10"><span class="w"> </span><span class="nt">timeout</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">10s</span>
</span><span id="line-11"><span class="w"> </span><span class="nt">api_version</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">v2</span>
</span><span id="line-12"><span class="nt">scrape_configs</span><span class="p">:</span>
</span><span id="line-13"><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">job_name</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">archgw</span>
</span><span id="line-13"><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">job_name</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">plano</span>
</span><span id="line-14"><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">honor_timestamps</span><span class="p p-Indicator">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">true</span>
</span><span id="line-15"><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">scrape_interval</span><span class="p p-Indicator">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">15s</span>
</span><span id="line-16"><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">scrape_timeout</span><span class="p p-Indicator">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">10s</span>
@ -261,12 +256,12 @@ are some sample configuration files for both, respectively.</p>
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