This article discusses the creation of a song finder tool using Neo4j's Gen AI capabilities. The tool is designed to find songs based on a synopsis of what they are about, and it uses vector embeddings to search for similar texts in a database of lyrics. The author demonstrates how to create this tool in four lines of code, using Cypher queries to interact with the Neo4j graph database. The article highlights the benefits of using Neo4j's Gen AI capabilities, including its ability to handle large datasets and provide accurate results. It also notes that while ChatGPT is excellent at finding songs by lyrics, a custom tool can be more reliable and efficient, especially for searching specific genres or albums.