video1.0<iframe src="https://www.loom.com/embed/6ffc496cf8e5476abe2ee84b3193d168" frameborder="0" width="1114" height="835" webkitallowfullscreen mozallowfullscreen allowfullscreen></iframe>8351114Loomhttps://www.loom.com8351114https://cdn.loom.com/sessions/thumbnails/6ffc496cf8e5476abe2ee84b3193d168-1c8c7284576d02a4.gif283.3078In this Loom, I walk you through the memory system structure I've developed for our data ingestion and analysis process. I summarize new data into one-line summaries and store relevant metadata, which allows us to perform vector searches for accurate answers to our queries. I also demonstrate our query engine, showcasing how we can retrieve information like the number of staff at a facility and analyze sentiment trends over time. Additionally, I present our follow-up agent designed to automate client outreach based on critical events. I encourage you to consider how we can implement this system for all our clients effectively.