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<h2>From “Zero-Shot” To “Chain Of Thought”: Prompt Engineering & Choosing The Right Prompt Types…</h2>
<div><h3>How to Craft Prompts for Maximum Effectiveness</h3></div>
<div><p>medium.com</p></div>
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</div><h1 id="d428">Prompt Engineering Tools</h1><p id="b6b8">Take this little tool for example, it lets you create your custom GPT-3 tools on the spot:</p><div id="4c63" class="link-block">
<a href="https://www.toolbot.ai">
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<h2>ToolBot</h2>
<div><h3>Generate any GPT-3 tool</h3></div>
<div><p>www.toolbot.ai</p></div>
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</div><p id="1b83">More prompt engineering tools can be found here:</p><div id="40e6" class="link-block">
<a href="https://readmedium.com/10-amazing-resources-for-prompt-engineering-chatgpt-and-gpt-3-ad84dd26bfc7">
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<h2>10 Amazing Resources For Prompt Engineering, ChatGPT, and GPT-3</h2>
<div><h3>Learn Everything About Prompts & Prompt Engineering</h3></div>
<div><p>medium.com</p></div>
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</div><h1 id="432e">Let chatGPT create another chatGPT</h1><p id="bf1e">I asked chatGPT what would be the simplest way to build my own instance of it with just HTML & Javascript and this is what I was told I would need:</p><ul><li>a browser & a text editor</li><li>28 lines of Javascript</li></ul><p i
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d="d0e0">Here’s how it’s done:</p><div id="e6e8" class="link-block">
<a href="https://readmedium.com/how-to-create-your-own-custom-ai-chatbot-with-a-text-editor-28-lines-of-javascript-29563510a740">
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<h2>How to create your own custom AI Chatbot with a text editor & 28 lines of Javascript</h2>
<div><h3>Your custom GPT-3 chatbot, quick & dirty, in under 10 minutes</h3></div>
<div><p>medium.com</p></div>
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</div><h1 id="88ac">Elicit Reasoning with “Chain Of Thought” Prompts</h1><p id="dadc">AI text generation has its limitations when it comes to complex reasoning. For example, a math question:</p><figure id="06ec"><img src="https://cdn-images-1.readmedium.com/v2/resize:fit:800/1*zxsuu5oI5lDbGlYPjAtb9A.png"><figcaption></figcaption></figure><p id="a860">Wrong.</p><p id="36b0">But by using what is called<b> “Chain Of Thought” prompting</b>, we can <b>give the AI a guideline for its “reasoning”</b>, which leads to much better results:</p><figure id="b5ce"><img src="https://cdn-images-1.readmedium.com/v2/resize:fit:800/1*Nl_tMFbn-VpYAhiwkDWfYA.png"><figcaption></figcaption></figure><p id="b05c">We change the question and the answer is still correct:</p><figure id="2a70"><img src="https://cdn-images-1.readmedium.com/v2/resize:fit:800/1*YP1aAhlzHHL46RCF6y5mBw.png"><figcaption></figcaption></figure><p id="6694">So the formula for this prompt is this:</p><ol><li>) Example question</li><li>) Example answer in which we describe how the answer can be found (“chain of thought”)</li><li>) New question</li></ol><p id="ecfd">I hope the above tools are useful to you! Feel free to reach out if you are having any issues accessing/using them, I’ll try to help.</p><p id="7e19">Thanks for reading! 🙏</p><figure id="daf2"><img src="https://cdn-images-1.readmedium.com/v2/resize:fit:800/1*BorIHJSImfqgF2XjA6vACQ.gif"><figcaption></figcaption></figure></article></body>