Here is a link to an article that provides a solution for starting Neo4j embedded in a Java application and making it accessible via the Neo4j Browser: Enable Neo4J Browser GUI in Java with embedded Neo4J - Neo4j Graph Platform / Browser - Neo4j Online Community
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