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| <li><a href="#how-to-use" id="toc-how-to-use" class="nav-link" data-scroll-target="#how-to-use">How to use</a></li> | |
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| <li><a href="#dependencies" id="toc-dependencies" class="nav-link" data-scroll-target="#dependencies">Dependencies</a></li> | |
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| </ul> | |
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| <h1 class="title">lv-recipe-chatbot</h1> | |
| </div> | |
| <div> | |
| <div class="description"> | |
| An experimental Vegan recipe chatbot | |
| </div> | |
| </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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| const id = href.replace(/^#\/?/, ""); | |
| const note = window.document.getElementById(id); | |
| return note.innerHTML; | |
| }); | |
| } | |
| let selectedAnnoteEl; | |
| const selectorForAnnotation = ( cell, annotation) => { | |
| let cellAttr = 'data-code-cell="' + cell + '"'; | |
| let lineAttr = 'data-code-annotation="' + annotation + '"'; | |
| const selector = 'span[' + cellAttr + '][' + lineAttr + ']'; | |
| return selector; | |
| } | |
| const selectCodeLines = (annoteEl) => { | |
| const doc = window.document; | |
| const targetCell = annoteEl.getAttribute("data-target-cell"); | |
| const targetAnnotation = annoteEl.getAttribute("data-target-annotation"); | |
| const annoteSpan = window.document.querySelector(selectorForAnnotation(targetCell, targetAnnotation)); | |
| const lines = annoteSpan.getAttribute("data-code-lines").split(","); | |
| const lineIds = lines.map((line) => { | |
| return targetCell + "-" + line; | |
| }) | |
| let top = null; | |
| let height = null; | |
| let parent = null; | |
| if (lineIds.length > 0) { | |
| //compute the position of the single el (top and bottom and make a div) | |
| const el = window.document.getElementById(lineIds[0]); | |
| top = el.offsetTop; | |
| height = el.offsetHeight; | |
| parent = el.parentElement.parentElement; | |
| if (lineIds.length > 1) { | |
| const lastEl = window.document.getElementById(lineIds[lineIds.length - 1]); | |
| const bottom = lastEl.offsetTop + lastEl.offsetHeight; | |
| height = bottom - top; | |
| } | |
| if (top !== null && height !== null && parent !== null) { | |
| // cook up a div (if necessary) and position it | |
| let div = window.document.getElementById("code-annotation-line-highlight"); | |
| 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 --> | |
| </body></html> |