SyntaxError when using 'apoc.ml.query'

Neo4j Graph Platform GenAI
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Hello, I am trying to utilize 'apoc.ml.query' (OpenAI API Access - APOC Extended Documentation)
in my database, however i received this error. I dont know what else to configure. I have a Open AI API key already.

For info, Im using Neo4j 5.16 deployed via Docker

version: '3'
services:
  neo4j:
    container_name: neo4j5
    image: neo4j:5.16-enterprise
    user: "1000:1000"
    ports:
      - 7474:7474
      - 7473:7473
      - 7687:7687
    environment:
      NEO4J_ACCEPT_LICENSE_AGREEMENT: "yes"
    volumes:
      - ./data:/data
      - ./logs:/logs
      - ./conf:/conf
      - ./plugins:/plugins
      - ./backups:/backups
      - ./licenses:/licenses
      - ./ssl:/var/lib/neo4j/certificates
      - ./import:/import

Heres what i have done:

  1. I have configured apoc.conf
apoc.import.file.enabled=true
apoc.export.file.enabled=true

#openai
apoc.ml.openai.key='xxx'
apoc.ml.openai.type='OPENAI'
apoc.ml.openai.url='https://api.openai.com/v1/chat/completions'

I have configured neo4j.conf

dbms.security.procedures.unrestricted=algo.*,apoc.*,bloom.*,gds.*
dbms.security.procedures.allowlist=apoc.*,bloom.*,gds.*
...
  1. I have allowed https service in my server firewall
sudo firewall-cmd --zone=public --add-service=https --permanent
sudo firewall-cmd --reload
  1. In Neo4j Browser, i created a database name "library" and for the data, I ran this query:
CREATE
  (florentin:Person { name: 'Florentin', age: 16 }),
  (adam:Person { name: 'Adam', age: 18 }),
  (veselin:Person { name: 'Veselin', age: 20, ratings: [5.0] }),
  (hobbit:Book { name: 'The Hobbit', isbn: 1234, numberOfPages: 310, ratings: [1.0, 2.0, 3.0, 4.5] }),
  (frankenstein:Book { name: 'Frankenstein', isbn: 4242, price: 19.99 }),

  (florentin)-[:KNOWS { since: 2010 }]->(adam),
  (florentin)-[:KNOWS { since: 2018 }]->(veselin),
  (florentin)-[:READ { numberOfPages: 4 }]->(hobbit),
  (florentin)-[:READ { numberOfPages: 42 }]->(hobbit),
  (adam)-[:READ { numberOfPages: 30 }]->(hobbit),
  (veselin)-[:READ]->(frankenstein)

  1. Then, i docker compose up and down.

  2. Once Neo4j is up, i run this query in that database. Then, i received a syntax error.

CALL apoc.ml.query("Who does Florentin knows?", {model: "gpt-3.5-turbo"}) YIELD value, query
RETURN value, query limit 10

Neo.ClientError.Statement.SyntaxError

The transaction has been terminated. Retry your operation in a new transaction, and you should see a successful result. The statement contains invalid or unsupported syntax.