from referenceai.dataset.images.MNIST import MNISTPipelineAIProvider
provider = MNISTPipelineAIProvider()

from referenceai.pipeline import PipelineAI
p = PipelineAI("my_provider", provider)

p.train()
p.classify(image)
p.update(new_image)
p.update_bulk([new_image_1, new_image_2])

from referenceai.servers import GraphQLServer, RESTServer
g_server = GraphQLServer(p)
r_server = RESTServer(p)

g_server.run(port = 8080)
r_server.run(posrt = 3000)