<?xml version="1.0" encoding="UTF-8"?><oembed><type>video</type><version>1.0</version><html>&lt;iframe src=&quot;https://www.loom.com/embed/a8e8b1ca753840e888aafe5772c6dacb&quot; frameborder=&quot;0&quot; width=&quot;1920&quot; height=&quot;1440&quot; webkitallowfullscreen mozallowfullscreen allowfullscreen&gt;&lt;/iframe&gt;</html><height>1440</height><width>1920</width><provider_name>Loom</provider_name><provider_url>https://www.loom.com</provider_url><thumbnail_height>1440</thumbnail_height><thumbnail_width>1920</thumbnail_width><thumbnail_url>https://cdn.loom.com/sessions/thumbnails/a8e8b1ca753840e888aafe5772c6dacb-40f2efbd194f8003.gif</thumbnail_url><duration>300.818</duration><title>AI Chatbot for NOC Code Retrieval</title><description>In this video, I explain how I built a chatbot that helps users find the NOC code for various job occupations, which is essential for immigration purposes. I demonstrate the process by querying the NOC code for a support worker and show how the chatbot retrieves matching records from a Pinecone database containing 516 occupations. The chatbot not only provides the NOC code but also details like job overview and employment requirements. I encourage viewers to interact with the chatbot by asking questions about different job titles to see how it utilizes context from previous queries. Please feel free to test it out and let me know your thoughts!</description></oembed>