I have the following node in my Neo4j graph (actually I have many of them, this is a representative node):
{id: 1, name: "John", last_name: "Doe", age: 40, city: "New York", credit_score: 5.5}
How to transform all the attributes of type string to an embedding vector. Please advise how can I do this inside Neo4j using Cypher?
Neo4j offers the capability to generate node embeddings, but that functionality is used to represent a node's position in relation to other nodes in a graph. It doesn't make sense to generate an embedding for a single node in isolation.
Here is the documentation for node embeddings.
In your example, it might make sense to create separate nodes and relationships for things like city or age (for a single year or for an age range.) This could give you a more interesting graph topology to use with node embeddings.
If you are specifically interested in using numeric node properties to inform the embedding vectors, take a look at the GraphSAGE algorithm.
