🎤 Bart Połot: MongoDB Atlas Vector Search: Powering the Next Generation of Applications
While Vector Databases have been around for some time, the advent of the transformer architecture has led to the supercharging of semantic search with vectors. With MongoDB Atlas’s new Vector Search offering, customers can use this transformative technology on top of their application data. In this talk, we will focus on core concepts around Vectors, embedding your data, and the range of use cases we see our customers exploring with Vector Search. We’ll then go through a demo where we show the experience of embedding/vectorizing a document, inserting it into the cluster, and finally querying that data to find semantically similar data to our questions.
🎤 Natalia Strelkova: Troubleshooting network connectivity on GCP