Changing Genes

Import AgentClient from module ia.gaius.agent_client

[1]:

from ia.gaius.agent_client import AgentClient

[2]:

agent_info = {'name': '',
              'domain': 'gaius-api',
              'secure': False,
              'api_key': 'ABCD-1234'}

[3]:

agent = AgentClient(agent_info)

[4]:

agent.connect()

[4]:

{'connection': 'okay', 'agent': 'simple'}

[5]:

agent.show_status()

[5]:

{'AUTOLEARN': False,
 'PREDICT': True,
 'SLEEPING': False,
 'emotives': {},
 'last_learned_model_name': '',
 'models_kb': '{KB| objects: 0}',
 'name': 'P1',
 'size_WM': 0,
 'target': '',
 'time': 0,
 'vectors_kb': '{KB| objects: 0}'}

[6]:

agent.get_all_genes(nodes=['P1'])

[6]:

{'genes': {'always_update_frequencies': False,
  'auto_learn_algorithm': 'basic',
  'auto_learn_metric': 'WM_size',
  'classifier': 'CVC',
  'max_predictions': 100,
  'near_vector_count': 3,
  'persistence': 5,
  'predict_on_nth_event': 1,
  'quiescence': 3,
  'recall_threshold': 0.1,
  'smoothness': 3,
  'sort_metric': 'potential'}}

We can change genes using the change_genes() api call

[7]:

agent.change_genes({'recall_threshold': 0.2}, nodes=['P1'])

[7]:

'updated-genes'

[8]:

agent.get_all_genes(nodes=['P1'])

[8]:

{'genes': {'always_update_frequencies': False,
  'auto_learn_algorithm': 'basic',
  'auto_learn_metric': 'WM_size',
  'classifier': 'CVC',
  'max_predictions': 100,
  'near_vector_count': 3,
  'persistence': 5,
  'predict_on_nth_event': 1,
  'quiescence': 3,
  'recall_threshold': 0.2,
  'smoothness': 3,
  'sort_metric': 'potential'}}

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