#enter the graph
USE GRAPH financialGraph

# create a query
CREATE OR REPLACE QUERY q1c (VERTEX<Account> name, SET<VERTEX<Account>> slist, LIST<float> query_vector) SYNTAX v3 {
  // Define a vextex set from the vertex parameter
  v = {name};

  // output vertex set variable v in JSON format with embedding
  print v WITH VECTOR;

  // Define a vextex set from the vertex set parameter
  v = {slist};

  // Get the most similar vector from the list
  // The result is re-assigned to v. 
  v = vectorSearch({Account.emb1}, query_vector, 1, {candidate_set: v});

  // output vertex set variable v in JSON format with embedding
  print v WITH VECTOR;
}

#compile and install the query as a stored procedure
install query q1c

#run the query
run query q1c("Scott", ["Steven", "Jenny"], [-0.017733968794345856, -0.01019224338233471, -0.016571875661611557])