The talk covers building recommendation engines using Neo4j graph database and Rico for PHP. The speaker discusses the challenges of building recommendation systems, introduces Neo4j as a graph database solution, and demonstrates how to implement various types of recommendations using Neo4j with practical examples from GitHub data.