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salmanap 2026-02-13 23:17:25 +00:00
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2
concepts/filter_chain.html
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@ -221,7 +221,7 @@ and a context builder that prepares retrieval context before the agent runs.</p>
</span><span id="line-30"><span class="linenos">30</span><span class="w"> </span><span class="p p-Indicator">-</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">agent</span>
</span><span id="line-31"><span class="linenos">31</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">agent_1</span>
</span><span id="line-32"><span class="linenos">32</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">8001</span>
</span><span id="line-33"><span class="linenos">33</span><span class="w"> </span><span class="nt">router</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">arch_agent_router</span>
</span><span id="line-33"><span class="linenos">33</span><span class="w"> </span><span class="nt">router</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">plano_agent_router</span>
</span><span id="line-34"><span class="linenos">34</span><span class="w"> </span><span class="nt">agents</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">id</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">rag_agent</span>
</span><span id="line-36"><span class="linenos">36</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">virtual assistant for retrieval augmented generation tasks</span>

4
concepts/llm_providers/client_libraries.html
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@ -214,7 +214,7 @@
</span><span id="line-6"> <span class="n">base_url</span><span class="o">=</span><span class="s2">"http://127.0.0.1:12000/v1"</span>
</span><span id="line-7"><span class="p">)</span>
</span><span id="line-8">
</span><span id="line-9"><span class="c1"># Use any model configured in your arch_config.yaml</span>
</span><span id="line-9"><span class="c1"># Use any model configured in your plano_config.yaml</span>
</span><span id="line-10"><span class="n">completion</span> <span class="o">=</span> <span class="n">client</span><span class="o">.</span><span class="n">chat</span><span class="o">.</span><span class="n">completions</span><span class="o">.</span><span class="n">create</span><span class="p">(</span>
</span><span id="line-11"> <span class="n">model</span><span class="o">=</span><span class="s2">"gpt-4o-mini"</span><span class="p">,</span> <span class="c1"># Or use :ref:`model aliases &lt;model_aliases&gt;` like "fast-model"</span>
</span><span id="line-12"> <span class="n">max_tokens</span><span class="o">=</span><span class="mi">50</span><span class="p">,</span>
@ -372,7 +372,7 @@
</span><span id="line-6"> <span class="n">base_url</span><span class="o">=</span><span class="s2">"http://127.0.0.1:12000"</span>
</span><span id="line-7"><span class="p">)</span>
</span><span id="line-8">
</span><span id="line-9"><span class="c1"># Use any model configured in your arch_config.yaml</span>
</span><span id="line-9"><span class="c1"># Use any model configured in your plano_config.yaml</span>
</span><span id="line-10"><span class="n">message</span> <span class="o">=</span> <span class="n">client</span><span class="o">.</span><span class="n">messages</span><span class="o">.</span><span class="n">create</span><span class="p">(</span>
</span><span id="line-11"> <span class="n">model</span><span class="o">=</span><span class="s2">"claude-3-5-sonnet-20241022"</span><span class="p">,</span>
</span><span id="line-12"> <span class="n">max_tokens</span><span class="o">=</span><span class="mi">50</span><span class="p">,</span>

8
concepts/prompt_target.html
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@ -289,7 +289,7 @@ processess conversational messages on your behalf.</p>
<p>Example 1: Adjusting Retrieval</p>
<div class="highlight-text notranslate"><div class="highlight"><pre><span></span><code><span id="line-1">User: What are the benefits of renewable energy?
</span><span id="line-2">**[Plano]**: Check if there is an available &lt;prompt_target&gt; that can handle this user query.
</span><span id="line-3">**[Plano]**: Found "get_info_for_energy_source" prompt_target in arch_config.yaml. Forward prompt to the endpoint configured in "get_info_for_energy_source"
</span><span id="line-3">**[Plano]**: Found "get_info_for_energy_source" prompt_target in plano_config.yaml. Forward prompt to the endpoint configured in "get_info_for_energy_source"
</span><span id="line-4">...
</span><span id="line-5">Assistant: Renewable energy reduces greenhouse gas emissions, lowers air pollution, and provides sustainable power sources like solar and wind.
</span><span id="line-6">
@ -303,13 +303,13 @@ processess conversational messages on your behalf.</p>
<h3>Example 2: Switching Intent<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="#example-2-switching-intent" x-intersect.margin.0%.0%.-70%.0%="activeSection = '#example-2-switching-intent'"><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>
<div class="highlight-text notranslate"><div class="highlight"><pre><span></span><code><span id="line-1">User: What are the symptoms of diabetes?
</span><span id="line-2">**[Plano]**: Check if there is an available &lt;prompt_target&gt; that can handle this user query.
</span><span id="line-3">**[Plano]**: Found "diseases_symptoms" prompt_target in arch_config.yaml. Forward disease=diabeteres to "diseases_symptoms" prompt target
</span><span id="line-3">**[Plano]**: Found "diseases_symptoms" prompt_target in plano_config.yaml. Forward disease=diabeteres to "diseases_symptoms" prompt target
</span><span id="line-4">...
</span><span id="line-5">Assistant: Common symptoms include frequent urination, excessive thirst, fatigue, and blurry vision.
</span><span id="line-6">
</span><span id="line-7">User: How is it diagnosed?
</span><span id="line-8">**[Plano]**: New intent detected.
</span><span id="line-9">**[Plano]**: Found "disease_diagnoses" prompt_target in arch_config.yaml. Forward disease=diabeteres to "disease_diagnoses" prompt target
</span><span id="line-9">**[Plano]**: Found "disease_diagnoses" prompt_target in plano_config.yaml. Forward disease=diabeteres to "disease_diagnoses" prompt target
</span><span id="line-10">...
</span><span id="line-11">Assistant: Diabetes is diagnosed through blood tests like fasting blood sugar, A1C, or an oral glucose tolerance test.
</span></code></pre></div>
@ -415,7 +415,7 @@ response from your APIs.</p>
</section>
<section id="demo-app">
<h3>Demo App<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="#demo-app" x-intersect.margin.0%.0%.-70%.0%="activeSection = '#demo-app'"><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>For your convenience, we’ve built a <a class="reference external" href="https://github.com/katanemo/archgw/tree/main/demos/samples_python/multi_turn_rag_agent" rel="nofollow noopener">demo app<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>For your convenience, we’ve built a <a class="reference external" href="https://github.com/katanemo/plano/tree/main/demos/samples_python/multi_turn_rag_agent" rel="nofollow noopener">demo app<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>
that you can test and modify locally for multi-turn RAG scenarios.</p>
<figure class="align-center" id="id6">
<a class="reference internal image-reference" href="../_images/mutli-turn-example.png"><img alt="../_images/mutli-turn-example.png" src="../_images/mutli-turn-example.png" style="width: 100%;"/>