<?xml version="1.0" encoding="utf-8" standalone="yes"?>
<rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom" xmlns:content="http://purl.org/rss/1.0/modules/content/">
  <channel>
    <title>Posts on TzJ&#39;s Net</title>
    <link>https://tzj2006.github.io/posts/</link>
    <description>Recent content in Posts on TzJ&#39;s Net</description>
    <generator>Hugo</generator>
    <language>en-us</language>
    <lastBuildDate>Wed, 01 Jan 2025 16:01:34 -0800</lastBuildDate>
    <atom:link href="https://tzj2006.github.io/posts/index.xml" rel="self" type="application/rss+xml" />
    <item>
      <title>LLM Study</title>
      <link>https://tzj2006.github.io/posts/llm-study/</link>
      <pubDate>Wed, 01 Jan 2025 16:01:34 -0800</pubDate>
      <guid>https://tzj2006.github.io/posts/llm-study/</guid>
      <description>&lt;h2 id=&#34;part-chatgpt-4o&#34;&gt;Part ChatGPT 4o&lt;/h2&gt;
&lt;h3 id=&#34;chatgpt-4o-api-demo&#34;&gt;ChatGPT 4o API demo&lt;/h3&gt;
&lt;div class=&#34;highlight&#34;&gt;&lt;pre tabindex=&#34;0&#34; class=&#34;chroma&#34;&gt;&lt;code class=&#34;language-python&#34; data-lang=&#34;python&#34;&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;&lt;span class=&#34;kn&#34;&gt;from&lt;/span&gt; &lt;span class=&#34;nn&#34;&gt;openai&lt;/span&gt; &lt;span class=&#34;kn&#34;&gt;import&lt;/span&gt; &lt;span class=&#34;n&#34;&gt;OpenAI&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;&lt;span class=&#34;n&#34;&gt;model_use&lt;/span&gt; &lt;span class=&#34;o&#34;&gt;=&lt;/span&gt; &lt;span class=&#34;s2&#34;&gt;&amp;#34;gpt-4o-2024-08-06&amp;#34;&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;&lt;span class=&#34;n&#34;&gt;client&lt;/span&gt; &lt;span class=&#34;o&#34;&gt;=&lt;/span&gt; &lt;span class=&#34;n&#34;&gt;OpenAI&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;(&lt;/span&gt;&lt;span class=&#34;n&#34;&gt;api_key&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;=&lt;/span&gt;&lt;span class=&#34;s2&#34;&gt;&amp;#34;Your-API-key&amp;#34;&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;)&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;&lt;span class=&#34;n&#34;&gt;completion&lt;/span&gt; &lt;span class=&#34;o&#34;&gt;=&lt;/span&gt; &lt;span class=&#34;n&#34;&gt;client&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;.&lt;/span&gt;&lt;span class=&#34;n&#34;&gt;beta&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;.&lt;/span&gt;&lt;span class=&#34;n&#34;&gt;chat&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;.&lt;/span&gt;&lt;span class=&#34;n&#34;&gt;completions&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;.&lt;/span&gt;&lt;span class=&#34;n&#34;&gt;parse&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;(&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;	&lt;span class=&#34;n&#34;&gt;model&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;=&lt;/span&gt;&lt;span class=&#34;n&#34;&gt;model_use&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;,&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;	&lt;span class=&#34;n&#34;&gt;messages&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;=&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;[&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;		&lt;span class=&#34;p&#34;&gt;{&lt;/span&gt;&lt;span class=&#34;s2&#34;&gt;&amp;#34;role&amp;#34;&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;:&lt;/span&gt; &lt;span class=&#34;s2&#34;&gt;&amp;#34;system&amp;#34;&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;,&lt;/span&gt; &lt;span class=&#34;s2&#34;&gt;&amp;#34;content&amp;#34;&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;:&lt;/span&gt; &lt;span class=&#34;s2&#34;&gt;&amp;#34;Extract the event information.&amp;#34;&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;},&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;		&lt;span class=&#34;p&#34;&gt;{&lt;/span&gt;&lt;span class=&#34;s2&#34;&gt;&amp;#34;role&amp;#34;&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;:&lt;/span&gt; &lt;span class=&#34;s2&#34;&gt;&amp;#34;user&amp;#34;&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;,&lt;/span&gt; &lt;span class=&#34;s2&#34;&gt;&amp;#34;content&amp;#34;&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;:&lt;/span&gt; &lt;span class=&#34;s2&#34;&gt;&amp;#34;Alice and Bob are going to a science fair on Friday.&amp;#34;&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;},&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;	&lt;span class=&#34;p&#34;&gt;],&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;&lt;span class=&#34;p&#34;&gt;)&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;&lt;span class=&#34;n&#34;&gt;event&lt;/span&gt; &lt;span class=&#34;o&#34;&gt;=&lt;/span&gt; &lt;span class=&#34;n&#34;&gt;completion&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;.&lt;/span&gt;&lt;span class=&#34;n&#34;&gt;choices&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;[&lt;/span&gt;&lt;span class=&#34;mi&#34;&gt;0&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;]&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;.&lt;/span&gt;&lt;span class=&#34;n&#34;&gt;message&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;.&lt;/span&gt;&lt;span class=&#34;n&#34;&gt;parsed&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;&lt;p&gt;Note: I tried to use model &amp;ldquo;gpt-4o&amp;rdquo; but failed.&lt;/p&gt;
&lt;h3 id=&#34;how-to-create-chatgpt-api-key&#34;&gt;How to create ChatGPT API Key&lt;/h3&gt;
&lt;ol&gt;
&lt;li&gt;Log in to &lt;a href=&#34;https://platform.openai.com/docs/overview&#34;&gt;openai&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;Use the search bar to search &amp;ldquo;API keys&amp;rdquo;&lt;/li&gt;
&lt;li&gt;Create a new secret key (Shown only once, invisible after closing the tab)&lt;/li&gt;
&lt;li&gt;Go to billing to add some credit to the account&lt;/li&gt;
&lt;/ol&gt;
&lt;h2 id=&#34;part-unitox-chatgpt&#34;&gt;Part UniTox ChatGPT&lt;/h2&gt;
&lt;h3 id=&#34;read-from-fdagov&#34;&gt;Read from fda.gov&lt;/h3&gt;
&lt;ol&gt;
&lt;li&gt;
&lt;p&gt;Read the label of the drug we are interested in from a .csv file.&lt;/p&gt;</description>
    </item>
  </channel>
</rss>
