<?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/2381c02ba51043528c6d3bdf61270bc0&quot; frameborder=&quot;0&quot; width=&quot;1662&quot; height=&quot;1246&quot; webkitallowfullscreen mozallowfullscreen allowfullscreen&gt;&lt;/iframe&gt;</html><height>1246</height><width>1662</width><provider_name>Loom</provider_name><provider_url>https://www.loom.com</provider_url><thumbnail_height>1246</thumbnail_height><thumbnail_width>1662</thumbnail_width><thumbnail_url>https://cdn.loom.com/sessions/thumbnails/2381c02ba51043528c6d3bdf61270bc0-e2f4ebd4e5130b5d.gif</thumbnail_url><duration>77.8441</duration><title>Building a Secure RAG Pipeline for iMessage</title><description>In this video, I walk you through how we built a secure RAG pipeline for iMessage using ChromaDB and Nomec Embed Text. I explain the quick setup process with the Tinfoil Python SDK and how to generate an API key. I also demonstrate how to interact with an LLM using the context of my local iMessages. Please take a look and let me know if you have any questions or need further clarification!</description></oembed>