Auto Detect Nodes & Relationships from JSON

Neo4j Graph Platform Import / Export
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Hi all,

Is there a way of Neo4J automatically detecting the nodes and relationships directly from a JSON file and building a graph directly from them?

I've tried using CALL apoc.load.json but this just loads the data into a table, and doesn't find the nodes/relationships defined in the JSON.

I'm trying to load a 70+Mb JSON with lots of nodes and relationships defined within so don't really want to have to manually define them all!

Thanks in advance for your help!