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Explore the intricacies of building location-based recommendation systems using Google's Geocoding API and Go in this 39-minute conference talk from GoLab. Delve into the workings of recommendation engines at the database level and understand why Go is an ideal language for their implementation. Learn about Google's Geocoding and SurrealDB's Geo functions for analyzing geospatial data. Discover the applications of location-based recommendation systems, their prevalence in modern applications, and the benefits of using Go for their development. Gain insights into personalizing user experiences through these powerful tools and techniques.