Update 2017-07-25-How-I-Used-Deep-Learning-to-Train-a-Chatbot-to-Talk…

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@@ -76,7 +76,9 @@ <h2><span style="text-decoration: underline;"><strong>Deploying our trained Tens
 <p>You can check out the Flask server code <a href="https://github.com/adeshpande3/Chatbot-Flask-Server" target="_blank">here</a> and the chatbot&rsquo;s index.js file <a href="https://github.com/adeshpande3/Facebook-Messenger-Bot/blob/master/index.js" target="_blank">here</a>.</p>
 <h2><strong><span style="text-decoration: underline;">Testing it Out!</span></strong></h2>
 <p>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; <strong>If you&rsquo;d like to chat with this bot, just go ahead and go to this <a href="https://m.me/Adits-FB-Chatbot-822517037906771/">link</a></strong> <strong>or go to this <a href="https://www.facebook.com/Adits-FB-Chatbot-822517037906771/" target="_blank">Facebook page</a> and hit the Send Message button</strong>. It might take a while to respond for the first time, since the server needs to start up.</p>
-<p style="color:#FF0000">UPDATE 6/13/18: FB changed some of their settings with bots so I am not sure if the Messenger bot works. However, you can also send POST requests to the server using CURL in your command prompt. Basically, go to your Terminal/Cmd Prompt and type in "curl -i -X POST -H 'Content-Type: application/json' -d '{"message": "INSERT YOUR MESSAGE HERE"}' https://flask-server-seq2seq-chatbot.herokuapp.com/prediction". The response will be the answer that my trained chatbot would send.</p>
+<p style="color:#FF0000">UPDATE 6/13/18: FB changed some of their settings with bots so I am not sure if the Messenger bot works. However, you can also send POST requests to the server using CURL in your command prompt. Basically, go to your Terminal/Cmd Prompt and type in:</p>
+<p>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; curl -i -X POST -H 'Content-Type: application/json' -d '{"message": "INSERT YOUR MESSAGE HERE"}' https://flask-server-seq2seq-chatbot.herokuapp.com/prediction The response will be the answer that my trained chatbot would send.</p>
+<p style="color:#FF0000">The response will be the answer that my trained chatbot would send.</p>
 <p>&nbsp;It&rsquo;s probably difficult to judge whether or not the bot actually does talk like me (since not a lot of you have talked to me online LOL), but I&rsquo;d say it&rsquo;s doing alright! The grammar is passable, considering social media standards. You can cherry pick a couple good results, but most are pretty nonsensical. Here are some of the ones which help me sleep better at night because Skynet definitely isn&rsquo;t happening any time soon.</p>
 <img src="/assets/Chatbot11.png">
 <p>I thought the first one was especially funny because &ldquo;juju green&rdquo; actually seems to be a combination of <a href="https://en.wikipedia.org/wiki/Juju_Smith-Schuster" target="_blank">Juju Smith-Schuster</a>, a Steelers wide receiver, and <a href="https://en.wikipedia.org/wiki/Draymond_Green" target="_blank">Draymond Green</a> who is a forward for the Golden State Warriors. Interesting combination.</p>