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<h1 class="title">lv-recipe-chatbot</h1>
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<div class="description">
An experimental Vegan recipe chatbot
</div>
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<!-- WARNING: THIS FILE WAS AUTOGENERATED! DO NOT EDIT! -->
<section id="install" class="level2">
<h2 class="anchored" data-anchor-id="install">Install</h2>
<div class="sourceCode" id="cb1"><pre class="sourceCode sh code-with-copy"><code class="sourceCode bash"><span id="cb1-1"><a href="#cb1-1" aria-hidden="true" tabindex="-1"></a><span class="ex">pip</span> install <span class="at">-e</span> <span class="st">'.[dev]'</span></span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
</section>
<section id="how-to-use" class="level2">
<h2 class="anchored" data-anchor-id="how-to-use">How to use</h2>
<div class="cell">
<div class="sourceCode cell-code" id="cb2"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb2-1"><a href="#cb2-1" aria-hidden="true" tabindex="-1"></a><span class="im">from</span> dotenv <span class="im">import</span> load_dotenv</span>
<span id="cb2-2"><a href="#cb2-2" aria-hidden="true" tabindex="-1"></a></span>
<span id="cb2-3"><a href="#cb2-3" aria-hidden="true" tabindex="-1"></a>load_dotenv() <span class="co"># or load environment vars with different method</span></span>
<span id="cb2-4"><a href="#cb2-4" aria-hidden="true" tabindex="-1"></a></span>
<span id="cb2-5"><a href="#cb2-5" aria-hidden="true" tabindex="-1"></a>demo <span class="op">=</span> app.create_demo(app.ConversationBot())</span>
<span id="cb2-6"><a href="#cb2-6" aria-hidden="true" tabindex="-1"></a>demo.launch()</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
<div class="cell-output cell-output-stdout">
<pre><code>Running on local URL: http://127.0.0.1:7860
To create a public link, set `share=True` in `launch()`.</code></pre>
</div>
<div class="cell-output cell-output-display">
<div><iframe src="http://127.0.0.1:7860/" width="100%" height="500" allow="autoplay; camera; microphone; clipboard-read; clipboard-write;" frameborder="0" allowfullscreen=""></iframe></div>
</div>
<div class="cell-output cell-output-display">
<pre><code></code></pre>
</div>
</div>
<p>or</p>
<div class="sourceCode" id="cb5"><pre class="sourceCode sh code-with-copy"><code class="sourceCode bash"><span id="cb5-1"><a href="#cb5-1" aria-hidden="true" tabindex="-1"></a><span class="ex">python3</span> app.py</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
</section>
<section id="dev-quick-start" class="level2">
<h2 class="anchored" data-anchor-id="dev-quick-start">Dev quick-start</h2>
<p><code>git clone</code> the repo</p>
<div class="sourceCode" id="cb6"><pre class="sourceCode sh code-with-copy"><code class="sourceCode bash"><span id="cb6-1"><a href="#cb6-1" aria-hidden="true" tabindex="-1"></a><span class="bu">cd</span> lv-recipe-chatbot</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
<p>Make sure to use the version of python specified in <code>py_version.txt</code><br>
Create a virtual environment.</p>
<div class="sourceCode" id="cb7"><pre class="sourceCode sh code-with-copy"><code class="sourceCode bash"><span id="cb7-1"><a href="#cb7-1" aria-hidden="true" tabindex="-1"></a><span class="ex">python3</span> <span class="at">-m</span> venv env</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
<p>Activate the env and install dependencies.</p>
<div class="sourceCode" id="cb8"><pre class="sourceCode sh code-with-copy"><code class="sourceCode bash"><span id="cb8-1"><a href="#cb8-1" aria-hidden="true" tabindex="-1"></a><span class="bu">source</span> env/bin/activate</span>
<span id="cb8-2"><a href="#cb8-2" aria-hidden="true" tabindex="-1"></a><span class="ex">pip</span> install <span class="at">-r</span> requirements.txt</span>
<span id="cb8-3"><a href="#cb8-3" aria-hidden="true" tabindex="-1"></a><span class="ex">pip</span> install <span class="at">-r</span> requirements/dev.txt</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
<p>To make the Jupyter environment, git friendly: <code>nbdev_install_hooks</code><br>
If you want to render documentation locally, you will want to <a href="https://nbdev.fast.ai/tutorials/tutorial.html#install-quarto">install Quarto</a>.</p>
<p><code>nbdev_install_quarto</code></p>
<p>Put API secrets in .env</p>
<div class="sourceCode" id="cb9"><pre class="sourceCode sh code-with-copy"><code class="sourceCode bash"><span id="cb9-1"><a href="#cb9-1" aria-hidden="true" tabindex="-1"></a><span class="fu">cp</span> .env.example .env</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
<p>Edit .env with your secret key(s). Only <code>OPEN_AI_KEY</code> is required.</p>
<p>Then start the Gradio demo from within the virtual environment.</p>
<div class="sourceCode" id="cb10"><pre class="sourceCode sh code-with-copy"><code class="sourceCode bash"><span id="cb10-1"><a href="#cb10-1" aria-hidden="true" tabindex="-1"></a><span class="ex">python3</span> app.py</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
<p>Preview documentation</p>
<div class="sourceCode" id="cb11"><pre class="sourceCode sh code-with-copy"><code class="sourceCode bash"><span id="cb11-1"><a href="#cb11-1" aria-hidden="true" tabindex="-1"></a><span class="ex">nbdev_preview</span></span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
</section>
<section id="dependencies" class="level2">
<h2 class="anchored" data-anchor-id="dependencies">Dependencies</h2>
<p>If a new dependency for development is helpful for developers, add it to <code>dev.txt</code>.<br>
If it is a dependency for the app that is imported in source code, add it to <code>core.txt</code>.<br>
Then run:</p>
<div class="sourceCode" id="cb12"><pre class="sourceCode sh code-with-copy"><code class="sourceCode bash"><span id="cb12-1"><a href="#cb12-1" aria-hidden="true" tabindex="-1"></a><span class="ex">scripts/pin_requirements.sh</span></span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
<p>This will update our <code>requirements.txt</code> to include the dependency as it should be pinned in the environment.</p>
</section>
<section id="development" class="level2">
<h2 class="anchored" data-anchor-id="development">Development</h2>
<p><a href="https://nbdev.fast.ai/tutorials">quick nbdev tutorial</a></p>
<p>Make changes in <code>/nbs</code>.<br>
Update the package files with <code>nbdev_export</code> then reimport with <code>pip install -e '.[dev]'</code></p>
<p>Preview doc <code>nbdev_preview</code><br>
Build docs, test and update README <code>nbdev_prepare</code></p>
</section>
<section id="useful-links" class="level2">
<h2 class="anchored" data-anchor-id="useful-links">Useful links</h2>
<ul>
<li><a href="https://github.com/microsoft/TaskMatrix">Task Matrix (Formerly Visual ChatGPT)</a></li>
<li><a href="https://python.langchain.com/en/latest/index.html">LangChain</a></li>
<li><a href="https://www.promptingguide.ai">LLM Prompt Engineering</a></li>
<li><a href="https://help.openai.com/en/articles/6654000-best-practices-for-prompt-engineering-with-openai-api">OpenAI best practices for prompts</a></li>
</ul>
</section>
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if (div === null) {
div = window.document.createElement("div");
div.setAttribute("id", "code-annotation-line-highlight");
div.style.position = 'absolute';
parent.appendChild(div);
}
div.style.top = top - 2 + "px";
div.style.height = height + 4 + "px";
let gutterDiv = window.document.getElementById("code-annotation-line-highlight-gutter");
if (gutterDiv === null) {
gutterDiv = window.document.createElement("div");
gutterDiv.setAttribute("id", "code-annotation-line-highlight-gutter");
gutterDiv.style.position = 'absolute';
const codeCell = window.document.getElementById(targetCell);
const gutter = codeCell.querySelector('.code-annotation-gutter');
gutter.appendChild(gutterDiv);
}
gutterDiv.style.top = top - 2 + "px";
gutterDiv.style.height = height + 4 + "px";
}
selectedAnnoteEl = annoteEl;
}
};
const unselectCodeLines = () => {
const elementsIds = ["code-annotation-line-highlight", "code-annotation-line-highlight-gutter"];
elementsIds.forEach((elId) => {
const div = window.document.getElementById(elId);
if (div) {
div.remove();
}
});
selectedAnnoteEl = undefined;
};
// Attach click handler to the DT
const annoteDls = window.document.querySelectorAll('dt[data-target-cell]');
for (const annoteDlNode of annoteDls) {
annoteDlNode.addEventListener('click', (event) => {
const clickedEl = event.target;
if (clickedEl !== selectedAnnoteEl) {
unselectCodeLines();
const activeEl = window.document.querySelector('dt[data-target-cell].code-annotation-active');
if (activeEl) {
activeEl.classList.remove('code-annotation-active');
}
selectCodeLines(clickedEl);
clickedEl.classList.add('code-annotation-active');
} else {
// Unselect the line
unselectCodeLines();
clickedEl.classList.remove('code-annotation-active');
}
});
}
const findCites = (el) => {
const parentEl = el.parentElement;
if (parentEl) {
const cites = parentEl.dataset.cites;
if (cites) {
return {
el,
cites: cites.split(' ')
};
} else {
return findCites(el.parentElement)
}
} else {
return undefined;
}
};
var bibliorefs = window.document.querySelectorAll('a[role="doc-biblioref"]');
for (var i=0; i<bibliorefs.length; i++) {
const ref = bibliorefs[i];
const citeInfo = findCites(ref);
if (citeInfo) {
tippyHover(citeInfo.el, function() {
var popup = window.document.createElement('div');
citeInfo.cites.forEach(function(cite) {
var citeDiv = window.document.createElement('div');
citeDiv.classList.add('hanging-indent');
citeDiv.classList.add('csl-entry');
var biblioDiv = window.document.getElementById('ref-' + cite);
if (biblioDiv) {
citeDiv.innerHTML = biblioDiv.innerHTML;
}
popup.appendChild(citeDiv);
});
return popup.innerHTML;
});
}
}
});
</script>
</div> <!-- /content -->
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