<?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/712eac8a08c84ab491be7dd7e1eed04c&quot; frameborder=&quot;0&quot; width=&quot;1280&quot; height=&quot;960&quot; webkitallowfullscreen mozallowfullscreen allowfullscreen&gt;&lt;/iframe&gt;</html><height>960</height><width>1280</width><provider_name>Loom</provider_name><provider_url>https://www.loom.com</provider_url><thumbnail_height>960</thumbnail_height><thumbnail_width>1280</thumbnail_width><thumbnail_url>https://cdn.loom.com/sessions/thumbnails/712eac8a08c84ab491be7dd7e1eed04c-303f7806b42610d9.gif</thumbnail_url><duration>230.775</duration><title>Talk to Your Data Demo</title><description>In this demo, I showcased our take-home project featuring a chart average and churned body industry using Hiku, with the flexibility to switch to other models. I demonstrated how the system updates artifacts, like showing only the top five results, and how we can access past versions through a user-friendly interface. Additionally, I introduced my EVEL suite for testing various scenarios, including a red team skill that identifies and addresses vulnerabilities. I also highlighted the benchmarking capabilities for model comparison, latency, and costs. Please take a look at the demo and let me know your thoughts!</description></oembed>