I am a newbie too and my problem is similar, but the error that I get while attempting to connect to GDS from python is different ( ServiceUnavailable: Unable to retrieve routing information)
I suspect that this could be because of version mismatch:
neo4j Desktop:4.4.5
GDS library on neo4j desktop:2.0.3 (according to documentation I should install 2.2/2.3 but desktop automatically take 2.0.3 and i don't see any way to upgrade.
python version:3.10.4
python neo4j driver (neo4j.version): 5.7.0
graphdatascience.version: 1.6
Can someone help me upgrade the version of GDS library on neo4j desktop to 2.2/2.3? or point out other easy way of solving this?
Also if i try connecting with bolt_uri with no auraDS. the connection happens successfully but i get error while calling apoc.meta.stats()
ClientError: {code: Neo.ClientError.Procedure.ProcedureNotFound} {message: There is no procedure with the name apoc.meta.stats registered for this database instance. Please ensure you've spelled the procedure name correctly and that the procedure is properly deployed.}