Index

_

__init__() (ai4drpm.services.shared.classifier_discovery.ClassifierDiscoveryService method) (ai4drpm.services.shared.classifier_discovery.DiscoveredClassifier method) (ai4drpm.services.shared.mlflow_service.GitLabMLflowService method)

A

ai4drpm.services.resources.document_utils module ai4drpm.services.resources.exceptions module

ai4drpm.services.shared.classifier_discovery module ai4drpm.services.shared.mlflow_service module

C

CategoryValidationError ClassificationNotFoundError

ClassifierDiscoveryService (class in ai4drpm.services.shared.classifier_discovery) client (ai4drpm.services.shared.mlflow_service.GitLabMLflowService property) create_document_dicts_from_provisions() (in module ai4drpm.services.resources.document_utils)

D

discover_all() (ai4drpm.services.shared.classifier_discovery.ClassifierDiscoveryService method)

DiscoveredClassifier (class in ai4drpm.services.shared.classifier_discovery)

E

enabled (ai4drpm.services.shared.mlflow_service.GitLabMLflowService property) exists() (ai4drpm.services.shared.classifier_discovery.ClassifierDiscoveryService method)

EXPERIMENT_CLASSIFIERS (ai4drpm.services.shared.mlflow_service.GitLabMLflowService attribute), [1] EXPERIMENT_LLM_PIPELINES (ai4drpm.services.shared.mlflow_service.GitLabMLflowService attribute), [1] EXPERIMENT_ML_INFERENCE (ai4drpm.services.shared.mlflow_service.GitLabMLflowService attribute), [1]

G

get() (ai4drpm.services.shared.classifier_discovery.ClassifierDiscoveryService method) get_classifier_discovery_service() (in module ai4drpm.services.shared.classifier_discovery) get_latest_model_version() (ai4drpm.services.shared.mlflow_service.GitLabMLflowService method)

get_mlflow_service() (in module ai4drpm.services.shared.mlflow_service) get_model_version_run_id() (ai4drpm.services.shared.mlflow_service.GitLabMLflowService method) get_next_version() (ai4drpm.services.shared.mlflow_service.GitLabMLflowService method) GitLabMLflowService (class in ai4drpm.services.shared.mlflow_service)

I

increment_version() (ai4drpm.services.shared.mlflow_service.GitLabMLflowService method)

L

latest_version (ai4drpm.services.shared.classifier_discovery.DiscoveredClassifier attribute), [1] list_registered_models() (ai4drpm.services.shared.mlflow_service.GitLabMLflowService method) load_model() (ai4drpm.services.shared.mlflow_service.GitLabMLflowService method)

load_model_from_run() (ai4drpm.services.shared.mlflow_service.GitLabMLflowService method) load_vectorizer_from_run() (ai4drpm.services.shared.mlflow_service.GitLabMLflowService method) log_sklearn_model() (ai4drpm.services.shared.mlflow_service.GitLabMLflowService method)

M

mlflow (ai4drpm.services.shared.mlflow_service.GitLabMLflowService property) module ai4drpm.services.resources.document_utils ai4drpm.services.resources.exceptions ai4drpm.services.shared.classifier_discovery ai4drpm.services.shared.mlflow_service

N

name (ai4drpm.services.shared.classifier_discovery.DiscoveredClassifier attribute), [1]

R

register_model() (ai4drpm.services.shared.mlflow_service.GitLabMLflowService method) reset_classifier_discovery_service() (in module ai4drpm.services.shared.classifier_discovery)

reset_mlflow_service() (in module ai4drpm.services.shared.mlflow_service) ResourceNotFoundError

S

source (ai4drpm.services.shared.classifier_discovery.DiscoveredClassifier attribute), [1]

start_run() (ai4drpm.services.shared.mlflow_service.GitLabMLflowService method)