Nested table type of varchar2(32767).

Syntax

CREATE OR REPLACE NONEDITIONABLE TYPE dbms_cloud_oci_generative_ai_varchar2_tbl FORCE IS TABLE OF (varchar2(32767)) NOT PERSISTABLE;

The details to move a dedicated AI cluster to another compartment.

Syntax

CREATE OR REPLACE NONEDITIONABLE TYPE dbms_cloud_oci_generative_ai_change_dedicated_ai_cluster_compartment_details_t FORCE AUTHID CURRENT_USER IS OBJECT (
  compartment_id varchar2(32767),
  CONSTRUCTOR FUNCTION dbms_cloud_oci_generative_ai_change_dedicated_ai_cluster_compartment_details_t
    RETURN SELF AS RESULT,
  CONSTRUCTOR FUNCTION dbms_cloud_oci_generative_ai_change_dedicated_ai_cluster_compartment_details_t (
    compartment_id varchar2
  ) RETURN SELF AS RESULT
) NOT PERSISTABLE;

Fields

The details to move an endpoint to another compartment.

Syntax

CREATE OR REPLACE NONEDITIONABLE TYPE dbms_cloud_oci_generative_ai_change_endpoint_compartment_details_t FORCE AUTHID CURRENT_USER IS OBJECT (
  compartment_id varchar2(32767),
  CONSTRUCTOR FUNCTION dbms_cloud_oci_generative_ai_change_endpoint_compartment_details_t
    RETURN SELF AS RESULT,
  CONSTRUCTOR FUNCTION dbms_cloud_oci_generative_ai_change_endpoint_compartment_details_t (
    compartment_id varchar2
  ) RETURN SELF AS RESULT
) NOT PERSISTABLE;

Fields

The details to move a custom model to another compartment.

Syntax

CREATE OR REPLACE NONEDITIONABLE TYPE dbms_cloud_oci_generative_ai_change_model_compartment_details_t FORCE AUTHID CURRENT_USER IS OBJECT (
  compartment_id varchar2(32767),
  CONSTRUCTOR FUNCTION dbms_cloud_oci_generative_ai_change_model_compartment_details_t
    RETURN SELF AS RESULT,
  CONSTRUCTOR FUNCTION dbms_cloud_oci_generative_ai_change_model_compartment_details_t (
    compartment_id varchar2
  ) RETURN SELF AS RESULT
) NOT PERSISTABLE;

Fields

The configuration details, whether to add the content moderation feature to the model. Content moderation removes toxic and biased content from responses. It's recommended to use content moderation.

Syntax

CREATE OR REPLACE NONEDITIONABLE TYPE dbms_cloud_oci_generative_ai_content_moderation_config_t FORCE AUTHID CURRENT_USER IS OBJECT (
  is_enabled number,
  CONSTRUCTOR FUNCTION dbms_cloud_oci_generative_ai_content_moderation_config_t
    RETURN SELF AS RESULT,
  CONSTRUCTOR FUNCTION dbms_cloud_oci_generative_ai_content_moderation_config_t (
    is_enabled number
  ) RETURN SELF AS RESULT
) NOT PERSISTABLE;

Fields

The data to create a dedicated AI cluster.

Syntax

CREATE OR REPLACE NONEDITIONABLE TYPE dbms_cloud_oci_generative_ai_create_dedicated_ai_cluster_details_t FORCE AUTHID CURRENT_USER IS OBJECT (
  display_name varchar2(32767),
  description varchar2(32767),
  l_type varchar2(32767),
  compartment_id varchar2(32767),
  unit_count number,
  unit_shape varchar2(32767),
  freeform_tags json_element_t,
  defined_tags json_element_t,
  CONSTRUCTOR FUNCTION dbms_cloud_oci_generative_ai_create_dedicated_ai_cluster_details_t
    RETURN SELF AS RESULT,
  CONSTRUCTOR FUNCTION dbms_cloud_oci_generative_ai_create_dedicated_ai_cluster_details_t (
    display_name varchar2,
    description varchar2,
    l_type varchar2,
    compartment_id varchar2,
    unit_count number,
    unit_shape varchar2,
    freeform_tags json_element_t,
    defined_tags json_element_t
  ) RETURN SELF AS RESULT
) NOT PERSISTABLE;

Fields

The data to create an endpoint.

Syntax

CREATE OR REPLACE NONEDITIONABLE TYPE dbms_cloud_oci_generative_ai_create_endpoint_details_t FORCE AUTHID CURRENT_USER IS OBJECT (
  display_name varchar2(32767),
  description varchar2(32767),
  compartment_id varchar2(32767),
  model_id varchar2(32767),
  dedicated_ai_cluster_id varchar2(32767),
  content_moderation_config dbms_cloud_oci_generative_ai_content_moderation_config_t,
  freeform_tags json_element_t,
  defined_tags json_element_t,
  CONSTRUCTOR FUNCTION dbms_cloud_oci_generative_ai_create_endpoint_details_t
    RETURN SELF AS RESULT,
  CONSTRUCTOR FUNCTION dbms_cloud_oci_generative_ai_create_endpoint_details_t (
    display_name varchar2,
    description varchar2,
    compartment_id varchar2,
    model_id varchar2,
    dedicated_ai_cluster_id varchar2,
    content_moderation_config dbms_cloud_oci_generative_ai_content_moderation_config_t,
    freeform_tags json_element_t,
    defined_tags json_element_t
  ) RETURN SELF AS RESULT
) NOT PERSISTABLE;

Fields

The dataset used to fine-tune the model. Only one dataset is allowed per custom model, which is split 90-10 for training and validating. You must provide the dataset in a JSON Lines (JSONL) file. Each line in the JSONL file must have the format: `{\"prompt\": \"<first prompt>\", \"completion\": \"<expected completion given first prompt>\"}`

Syntax

CREATE OR REPLACE NONEDITIONABLE TYPE dbms_cloud_oci_generative_ai_dataset_t FORCE AUTHID CURRENT_USER IS OBJECT (
  dataset_type varchar2(32767),
  CONSTRUCTOR FUNCTION dbms_cloud_oci_generative_ai_dataset_t
    RETURN SELF AS RESULT,
  CONSTRUCTOR FUNCTION dbms_cloud_oci_generative_ai_dataset_t (
    dataset_type varchar2
  ) RETURN SELF AS RESULT
) NOT PERSISTABLE NOT FINAL;

Fields

The fine-tuning method and hyperparameters used for fine-tuning a custom model.

Syntax

CREATE OR REPLACE NONEDITIONABLE TYPE dbms_cloud_oci_generative_ai_training_config_t FORCE AUTHID CURRENT_USER IS OBJECT (
  training_config_type varchar2(32767),
  total_training_epochs number,
  learning_rate number,
  training_batch_size number,
  early_stopping_patience number,
  early_stopping_threshold number,
  log_model_metrics_interval_in_steps number,
  CONSTRUCTOR FUNCTION dbms_cloud_oci_generative_ai_training_config_t
    RETURN SELF AS RESULT,
  CONSTRUCTOR FUNCTION dbms_cloud_oci_generative_ai_training_config_t (
    training_config_type varchar2,
    total_training_epochs number,
    learning_rate number,
    training_batch_size number,
    early_stopping_patience number,
    early_stopping_threshold number,
    log_model_metrics_interval_in_steps number
  ) RETURN SELF AS RESULT
) NOT PERSISTABLE NOT FINAL;

Fields

Details about fine-tuning a custom model.

Syntax

CREATE OR REPLACE NONEDITIONABLE TYPE dbms_cloud_oci_generative_ai_fine_tune_details_t FORCE AUTHID CURRENT_USER IS OBJECT (
  training_dataset dbms_cloud_oci_generative_ai_dataset_t,
  dedicated_ai_cluster_id varchar2(32767),
  training_config dbms_cloud_oci_generative_ai_training_config_t,
  CONSTRUCTOR FUNCTION dbms_cloud_oci_generative_ai_fine_tune_details_t
    RETURN SELF AS RESULT,
  CONSTRUCTOR FUNCTION dbms_cloud_oci_generative_ai_fine_tune_details_t (
    training_dataset dbms_cloud_oci_generative_ai_dataset_t,
    dedicated_ai_cluster_id varchar2,
    training_config dbms_cloud_oci_generative_ai_training_config_t
  ) RETURN SELF AS RESULT
) NOT PERSISTABLE;

Fields

The data to create a custom model.

Syntax

CREATE OR REPLACE NONEDITIONABLE TYPE dbms_cloud_oci_generative_ai_create_model_details_t FORCE AUTHID CURRENT_USER IS OBJECT (
  display_name varchar2(32767),
  compartment_id varchar2(32767),
  vendor varchar2(32767),
  version varchar2(32767),
  description varchar2(32767),
  base_model_id varchar2(32767),
  fine_tune_details dbms_cloud_oci_generative_ai_fine_tune_details_t,
  freeform_tags json_element_t,
  defined_tags json_element_t,
  CONSTRUCTOR FUNCTION dbms_cloud_oci_generative_ai_create_model_details_t
    RETURN SELF AS RESULT,
  CONSTRUCTOR FUNCTION dbms_cloud_oci_generative_ai_create_model_details_t (
    display_name varchar2,
    compartment_id varchar2,
    vendor varchar2,
    version varchar2,
    description varchar2,
    base_model_id varchar2,
    fine_tune_details dbms_cloud_oci_generative_ai_fine_tune_details_t,
    freeform_tags json_element_t,
    defined_tags json_element_t
  ) RETURN SELF AS RESULT
) NOT PERSISTABLE;

Fields

The total capacity for a dedicated AI cluster.

Syntax

CREATE OR REPLACE NONEDITIONABLE TYPE dbms_cloud_oci_generative_ai_dedicated_ai_cluster_capacity_t FORCE AUTHID CURRENT_USER IS OBJECT (
  capacity_type varchar2(32767),
  CONSTRUCTOR FUNCTION dbms_cloud_oci_generative_ai_dedicated_ai_cluster_capacity_t
    RETURN SELF AS RESULT,
  CONSTRUCTOR FUNCTION dbms_cloud_oci_generative_ai_dedicated_ai_cluster_capacity_t (
    capacity_type varchar2
  ) RETURN SELF AS RESULT
) NOT PERSISTABLE NOT FINAL;

Fields

Dedicated AI clusters are compute resources that you can use for fine-tuning custom models or for hosting endpoints for custom models. The clusters are dedicated to your models and not shared with users in other tenancies. To use any of the API operations, you must be authorized in an IAM policy. If you're not authorized, talk to an administrator who gives OCI resource access to users. See Getting Started with Policies and Getting Access to Generative AI Resouces.

Syntax

CREATE OR REPLACE NONEDITIONABLE TYPE dbms_cloud_oci_generative_ai_dedicated_ai_cluster_t FORCE AUTHID CURRENT_USER IS OBJECT (
  id varchar2(32767),
  display_name varchar2(32767),
  description varchar2(32767),
  l_type varchar2(32767),
  compartment_id varchar2(32767),
  time_created timestamp with time zone,
  time_updated timestamp with time zone,
  lifecycle_state varchar2(32767),
  lifecycle_details varchar2(32767),
  unit_count number,
  unit_shape varchar2(32767),
  l_capacity dbms_cloud_oci_generative_ai_dedicated_ai_cluster_capacity_t,
  freeform_tags json_element_t,
  defined_tags json_element_t,
  system_tags json_element_t,
  CONSTRUCTOR FUNCTION dbms_cloud_oci_generative_ai_dedicated_ai_cluster_t
    RETURN SELF AS RESULT,
  CONSTRUCTOR FUNCTION dbms_cloud_oci_generative_ai_dedicated_ai_cluster_t (
    id varchar2,
    display_name varchar2,
    description varchar2,
    l_type varchar2,
    compartment_id varchar2,
    time_created timestamp with time zone,
    time_updated timestamp with time zone,
    lifecycle_state varchar2,
    lifecycle_details varchar2,
    unit_count number,
    unit_shape varchar2,
    l_capacity dbms_cloud_oci_generative_ai_dedicated_ai_cluster_capacity_t,
    freeform_tags json_element_t,
    defined_tags json_element_t,
    system_tags json_element_t
  ) RETURN SELF AS RESULT
) NOT PERSISTABLE;

Fields

Summary information about a dedicated AI cluster.

Syntax

CREATE OR REPLACE NONEDITIONABLE TYPE dbms_cloud_oci_generative_ai_dedicated_ai_cluster_summary_t FORCE AUTHID CURRENT_USER IS OBJECT (
  id varchar2(32767),
  display_name varchar2(32767),
  description varchar2(32767),
  l_type varchar2(32767),
  compartment_id varchar2(32767),
  time_created timestamp with time zone,
  time_updated timestamp with time zone,
  lifecycle_state varchar2(32767),
  lifecycle_details varchar2(32767),
  unit_count number,
  unit_shape varchar2(32767),
  l_capacity dbms_cloud_oci_generative_ai_dedicated_ai_cluster_capacity_t,
  freeform_tags json_element_t,
  defined_tags json_element_t,
  system_tags json_element_t,
  CONSTRUCTOR FUNCTION dbms_cloud_oci_generative_ai_dedicated_ai_cluster_summary_t
    RETURN SELF AS RESULT,
  CONSTRUCTOR FUNCTION dbms_cloud_oci_generative_ai_dedicated_ai_cluster_summary_t (
    id varchar2,
    display_name varchar2,
    description varchar2,
    l_type varchar2,
    compartment_id varchar2,
    time_created timestamp with time zone,
    time_updated timestamp with time zone,
    lifecycle_state varchar2,
    lifecycle_details varchar2,
    unit_count number,
    unit_shape varchar2,
    l_capacity dbms_cloud_oci_generative_ai_dedicated_ai_cluster_capacity_t,
    freeform_tags json_element_t,
    defined_tags json_element_t,
    system_tags json_element_t
  ) RETURN SELF AS RESULT
) NOT PERSISTABLE;

Fields

Nested table type of dbms_cloud_oci_generative_ai_dedicated_ai_cluster_summary_t.

Syntax

CREATE OR REPLACE NONEDITIONABLE TYPE dbms_cloud_oci_generative_ai_dedicated_ai_cluster_summary_tbl FORCE IS TABLE OF (dbms_cloud_oci_generative_ai_dedicated_ai_cluster_summary_t) NOT PERSISTABLE;

Results of a dedicate AI cluster search. Contains DedicatedAiClusterSummary items and other information such as metadata.

Syntax

CREATE OR REPLACE NONEDITIONABLE TYPE dbms_cloud_oci_generative_ai_dedicated_ai_cluster_collection_t FORCE AUTHID CURRENT_USER IS OBJECT (
  items dbms_cloud_oci_generative_ai_dedicated_ai_cluster_summary_tbl,
  CONSTRUCTOR FUNCTION dbms_cloud_oci_generative_ai_dedicated_ai_cluster_collection_t
    RETURN SELF AS RESULT,
  CONSTRUCTOR FUNCTION dbms_cloud_oci_generative_ai_dedicated_ai_cluster_collection_t (
    items dbms_cloud_oci_generative_ai_dedicated_ai_cluster_summary_tbl
  ) RETURN SELF AS RESULT
) NOT PERSISTABLE;

Fields

The capacity of a hosting type dedicated AI cluster.

Syntax

CREATE OR REPLACE NONEDITIONABLE TYPE dbms_cloud_oci_generative_ai_dedicated_ai_cluster_hosting_capacity_t FORCE AUTHID CURRENT_USER UNDER dbms_cloud_oci_generative_ai_dedicated_ai_cluster_capacity_t (
  total_endpoint_capacity number,
  used_endpoint_capacity number,
  CONSTRUCTOR FUNCTION dbms_cloud_oci_generative_ai_dedicated_ai_cluster_hosting_capacity_t
    RETURN SELF AS RESULT,
  CONSTRUCTOR FUNCTION dbms_cloud_oci_generative_ai_dedicated_ai_cluster_hosting_capacity_t (
    capacity_type varchar2,
    total_endpoint_capacity number,
    used_endpoint_capacity number
  ) RETURN SELF AS RESULT
);

dbms_cloud_oci_generative_ai_dedicated_ai_cluster_hosting_capacity_t is a subtype of the dbms_cloud_oci_generative_ai_dedicated_ai_cluster_capacity_t type.

Fields

To host a custom model for inference, create an endpoint for that model on a dedicated AI cluster of type HOSTING. To use any of the API operations, you must be authorized in an IAM policy. If you're not authorized, talk to an administrator who gives OCI resource access to users. See Getting Started with Policies and Getting Access to Generative AI Resouces.

Syntax

CREATE OR REPLACE NONEDITIONABLE TYPE dbms_cloud_oci_generative_ai_endpoint_t FORCE AUTHID CURRENT_USER IS OBJECT (
  id varchar2(32767),
  display_name varchar2(32767),
  description varchar2(32767),
  model_id varchar2(32767),
  compartment_id varchar2(32767),
  dedicated_ai_cluster_id varchar2(32767),
  time_created timestamp with time zone,
  time_updated timestamp with time zone,
  lifecycle_state varchar2(32767),
  lifecycle_details varchar2(32767),
  content_moderation_config dbms_cloud_oci_generative_ai_content_moderation_config_t,
  freeform_tags json_element_t,
  defined_tags json_element_t,
  system_tags json_element_t,
  CONSTRUCTOR FUNCTION dbms_cloud_oci_generative_ai_endpoint_t
    RETURN SELF AS RESULT,
  CONSTRUCTOR FUNCTION dbms_cloud_oci_generative_ai_endpoint_t (
    id varchar2,
    display_name varchar2,
    description varchar2,
    model_id varchar2,
    compartment_id varchar2,
    dedicated_ai_cluster_id varchar2,
    time_created timestamp with time zone,
    time_updated timestamp with time zone,
    lifecycle_state varchar2,
    lifecycle_details varchar2,
    content_moderation_config dbms_cloud_oci_generative_ai_content_moderation_config_t,
    freeform_tags json_element_t,
    defined_tags json_element_t,
    system_tags json_element_t
  ) RETURN SELF AS RESULT
) NOT PERSISTABLE;

Fields

Summary information for an endpoint resource.

Syntax

CREATE OR REPLACE NONEDITIONABLE TYPE dbms_cloud_oci_generative_ai_endpoint_summary_t FORCE AUTHID CURRENT_USER IS OBJECT (
  id varchar2(32767),
  display_name varchar2(32767),
  description varchar2(32767),
  model_id varchar2(32767),
  compartment_id varchar2(32767),
  dedicated_ai_cluster_id varchar2(32767),
  time_created timestamp with time zone,
  time_updated timestamp with time zone,
  lifecycle_state varchar2(32767),
  lifecycle_details varchar2(32767),
  content_moderation_config dbms_cloud_oci_generative_ai_content_moderation_config_t,
  freeform_tags json_element_t,
  defined_tags json_element_t,
  system_tags json_element_t,
  CONSTRUCTOR FUNCTION dbms_cloud_oci_generative_ai_endpoint_summary_t
    RETURN SELF AS RESULT,
  CONSTRUCTOR FUNCTION dbms_cloud_oci_generative_ai_endpoint_summary_t (
    id varchar2,
    display_name varchar2,
    description varchar2,
    model_id varchar2,
    compartment_id varchar2,
    dedicated_ai_cluster_id varchar2,
    time_created timestamp with time zone,
    time_updated timestamp with time zone,
    lifecycle_state varchar2,
    lifecycle_details varchar2,
    content_moderation_config dbms_cloud_oci_generative_ai_content_moderation_config_t,
    freeform_tags json_element_t,
    defined_tags json_element_t,
    system_tags json_element_t
  ) RETURN SELF AS RESULT
) NOT PERSISTABLE;

Fields

Nested table type of dbms_cloud_oci_generative_ai_endpoint_summary_t.

Syntax

CREATE OR REPLACE NONEDITIONABLE TYPE dbms_cloud_oci_generative_ai_endpoint_summary_tbl FORCE IS TABLE OF (dbms_cloud_oci_generative_ai_endpoint_summary_t) NOT PERSISTABLE;

Results of an endpoint search. Contains EndpointSummary items and other information such as metadata.

Syntax

CREATE OR REPLACE NONEDITIONABLE TYPE dbms_cloud_oci_generative_ai_endpoint_collection_t FORCE AUTHID CURRENT_USER IS OBJECT (
  items dbms_cloud_oci_generative_ai_endpoint_summary_tbl,
  CONSTRUCTOR FUNCTION dbms_cloud_oci_generative_ai_endpoint_collection_t
    RETURN SELF AS RESULT,
  CONSTRUCTOR FUNCTION dbms_cloud_oci_generative_ai_endpoint_collection_t (
    items dbms_cloud_oci_generative_ai_endpoint_summary_tbl
  ) RETURN SELF AS RESULT
) NOT PERSISTABLE;

Fields

Error information.

Syntax

CREATE OR REPLACE NONEDITIONABLE TYPE dbms_cloud_oci_generative_ai_error_t FORCE AUTHID CURRENT_USER IS OBJECT (
  code varchar2(32767),
  message varchar2(32767),
  CONSTRUCTOR FUNCTION dbms_cloud_oci_generative_ai_error_t
    RETURN SELF AS RESULT,
  CONSTRUCTOR FUNCTION dbms_cloud_oci_generative_ai_error_t (
    code varchar2,
    message varchar2
  ) RETURN SELF AS RESULT
) NOT PERSISTABLE;

Fields

Model metrics during the creation of a new model.

Syntax

CREATE OR REPLACE NONEDITIONABLE TYPE dbms_cloud_oci_generative_ai_model_metrics_t FORCE AUTHID CURRENT_USER IS OBJECT (
  model_metrics_type varchar2(32767),
  CONSTRUCTOR FUNCTION dbms_cloud_oci_generative_ai_model_metrics_t
    RETURN SELF AS RESULT,
  CONSTRUCTOR FUNCTION dbms_cloud_oci_generative_ai_model_metrics_t (
    model_metrics_type varchar2
  ) RETURN SELF AS RESULT
) NOT PERSISTABLE NOT FINAL;

Fields

You can create a custom model by using your dataset to fine-tune an out-of-the-box text generation base model. Have your dataset ready before you create a custom model. See Training Data Requirements. To use any of the API operations, you must be authorized in an IAM policy. If you're not authorized, talk to an administrator who gives OCI resource access to users. See Getting Started with Policies and Getting Access to Generative AI Resouces.

Syntax

CREATE OR REPLACE NONEDITIONABLE TYPE dbms_cloud_oci_generative_ai_model_t FORCE AUTHID CURRENT_USER IS OBJECT (
  id varchar2(32767),
  description varchar2(32767),
  compartment_id varchar2(32767),
  capabilities dbms_cloud_oci_generative_ai_varchar2_tbl,
  lifecycle_state varchar2(32767),
  lifecycle_details varchar2(32767),
  vendor varchar2(32767),
  version varchar2(32767),
  display_name varchar2(32767),
  time_created timestamp with time zone,
  time_updated timestamp with time zone,
  base_model_id varchar2(32767),
  l_type varchar2(32767),
  fine_tune_details dbms_cloud_oci_generative_ai_fine_tune_details_t,
  model_metrics dbms_cloud_oci_generative_ai_model_metrics_t,
  is_long_term_supported number,
  time_deprecated timestamp with time zone,
  freeform_tags json_element_t,
  defined_tags json_element_t,
  system_tags json_element_t,
  CONSTRUCTOR FUNCTION dbms_cloud_oci_generative_ai_model_t
    RETURN SELF AS RESULT,
  CONSTRUCTOR FUNCTION dbms_cloud_oci_generative_ai_model_t (
    id varchar2,
    description varchar2,
    compartment_id varchar2,
    capabilities dbms_cloud_oci_generative_ai_varchar2_tbl,
    lifecycle_state varchar2,
    lifecycle_details varchar2,
    vendor varchar2,
    version varchar2,
    display_name varchar2,
    time_created timestamp with time zone,
    time_updated timestamp with time zone,
    base_model_id varchar2,
    l_type varchar2,
    fine_tune_details dbms_cloud_oci_generative_ai_fine_tune_details_t,
    model_metrics dbms_cloud_oci_generative_ai_model_metrics_t,
    is_long_term_supported number,
    time_deprecated timestamp with time zone,
    freeform_tags json_element_t,
    defined_tags json_element_t,
    system_tags json_element_t
  ) RETURN SELF AS RESULT
) NOT PERSISTABLE;

Fields

Summary of the model.

Syntax

CREATE OR REPLACE NONEDITIONABLE TYPE dbms_cloud_oci_generative_ai_model_summary_t FORCE AUTHID CURRENT_USER IS OBJECT (
  id varchar2(32767),
  compartment_id varchar2(32767),
  capabilities dbms_cloud_oci_generative_ai_varchar2_tbl,
  lifecycle_state varchar2(32767),
  lifecycle_details varchar2(32767),
  display_name varchar2(32767),
  vendor varchar2(32767),
  version varchar2(32767),
  time_created timestamp with time zone,
  base_model_id varchar2(32767),
  l_type varchar2(32767),
  fine_tune_details dbms_cloud_oci_generative_ai_fine_tune_details_t,
  model_metrics dbms_cloud_oci_generative_ai_model_metrics_t,
  is_long_term_supported number,
  time_deprecated timestamp with time zone,
  freeform_tags json_element_t,
  defined_tags json_element_t,
  system_tags json_element_t,
  CONSTRUCTOR FUNCTION dbms_cloud_oci_generative_ai_model_summary_t
    RETURN SELF AS RESULT,
  CONSTRUCTOR FUNCTION dbms_cloud_oci_generative_ai_model_summary_t (
    id varchar2,
    compartment_id varchar2,
    capabilities dbms_cloud_oci_generative_ai_varchar2_tbl,
    lifecycle_state varchar2,
    lifecycle_details varchar2,
    display_name varchar2,
    vendor varchar2,
    version varchar2,
    time_created timestamp with time zone,
    base_model_id varchar2,
    l_type varchar2,
    fine_tune_details dbms_cloud_oci_generative_ai_fine_tune_details_t,
    model_metrics dbms_cloud_oci_generative_ai_model_metrics_t,
    is_long_term_supported number,
    time_deprecated timestamp with time zone,
    freeform_tags json_element_t,
    defined_tags json_element_t,
    system_tags json_element_t
  ) RETURN SELF AS RESULT
) NOT PERSISTABLE;

Fields

Nested table type of dbms_cloud_oci_generative_ai_model_summary_t.

Syntax

CREATE OR REPLACE NONEDITIONABLE TYPE dbms_cloud_oci_generative_ai_model_summary_tbl FORCE IS TABLE OF (dbms_cloud_oci_generative_ai_model_summary_t) NOT PERSISTABLE;

Results of a model search. Contains ModelSummary items and other information such as metadata.

Syntax

CREATE OR REPLACE NONEDITIONABLE TYPE dbms_cloud_oci_generative_ai_model_collection_t FORCE AUTHID CURRENT_USER IS OBJECT (
  items dbms_cloud_oci_generative_ai_model_summary_tbl,
  CONSTRUCTOR FUNCTION dbms_cloud_oci_generative_ai_model_collection_t
    RETURN SELF AS RESULT,
  CONSTRUCTOR FUNCTION dbms_cloud_oci_generative_ai_model_collection_t (
    items dbms_cloud_oci_generative_ai_model_summary_tbl
  ) RETURN SELF AS RESULT
) NOT PERSISTABLE;

Fields

The dataset is stored in an OCI Object Storage bucket.

Syntax

CREATE OR REPLACE NONEDITIONABLE TYPE dbms_cloud_oci_generative_ai_object_storage_dataset_t FORCE AUTHID CURRENT_USER UNDER dbms_cloud_oci_generative_ai_dataset_t (
  namespace_name varchar2(32767),
  bucket_name varchar2(32767),
  object_name varchar2(32767),
  CONSTRUCTOR FUNCTION dbms_cloud_oci_generative_ai_object_storage_dataset_t
    RETURN SELF AS RESULT,
  CONSTRUCTOR FUNCTION dbms_cloud_oci_generative_ai_object_storage_dataset_t (
    dataset_type varchar2,
    namespace_name varchar2,
    bucket_name varchar2,
    object_name varchar2
  ) RETURN SELF AS RESULT
);

dbms_cloud_oci_generative_ai_object_storage_dataset_t is a subtype of the dbms_cloud_oci_generative_ai_dataset_t type.

Fields

The TFEW training method hyperparameters.

Syntax

CREATE OR REPLACE NONEDITIONABLE TYPE dbms_cloud_oci_generative_ai_t_few_training_config_t FORCE AUTHID CURRENT_USER UNDER dbms_cloud_oci_generative_ai_training_config_t (
  CONSTRUCTOR FUNCTION dbms_cloud_oci_generative_ai_t_few_training_config_t
    RETURN SELF AS RESULT,
  CONSTRUCTOR FUNCTION dbms_cloud_oci_generative_ai_t_few_training_config_t (
    training_config_type varchar2,
    total_training_epochs number,
    learning_rate number,
    training_batch_size number,
    early_stopping_patience number,
    early_stopping_threshold number,
    log_model_metrics_interval_in_steps number
  ) RETURN SELF AS RESULT
);

dbms_cloud_oci_generative_ai_t_few_training_config_t is a subtype of the dbms_cloud_oci_generative_ai_training_config_t type.

The text generation model metrics of the fine-tuning process.

Syntax

CREATE OR REPLACE NONEDITIONABLE TYPE dbms_cloud_oci_generative_ai_text_generation_model_metrics_t FORCE AUTHID CURRENT_USER UNDER dbms_cloud_oci_generative_ai_model_metrics_t (
  final_accuracy number,
  final_loss number,
  CONSTRUCTOR FUNCTION dbms_cloud_oci_generative_ai_text_generation_model_metrics_t
    RETURN SELF AS RESULT,
  CONSTRUCTOR FUNCTION dbms_cloud_oci_generative_ai_text_generation_model_metrics_t (
    model_metrics_type varchar2,
    final_accuracy number,
    final_loss number
  ) RETURN SELF AS RESULT
);

dbms_cloud_oci_generative_ai_text_generation_model_metrics_t is a subtype of the dbms_cloud_oci_generative_ai_model_metrics_t type.

Fields

The data to update a dedicated AI cluster.

Syntax

CREATE OR REPLACE NONEDITIONABLE TYPE dbms_cloud_oci_generative_ai_update_dedicated_ai_cluster_details_t FORCE AUTHID CURRENT_USER IS OBJECT (
  display_name varchar2(32767),
  description varchar2(32767),
  unit_count number,
  freeform_tags json_element_t,
  defined_tags json_element_t,
  CONSTRUCTOR FUNCTION dbms_cloud_oci_generative_ai_update_dedicated_ai_cluster_details_t
    RETURN SELF AS RESULT,
  CONSTRUCTOR FUNCTION dbms_cloud_oci_generative_ai_update_dedicated_ai_cluster_details_t (
    display_name varchar2,
    description varchar2,
    unit_count number,
    freeform_tags json_element_t,
    defined_tags json_element_t
  ) RETURN SELF AS RESULT
) NOT PERSISTABLE;

Fields

The data to update an endpoint.

Syntax

CREATE OR REPLACE NONEDITIONABLE TYPE dbms_cloud_oci_generative_ai_update_endpoint_details_t FORCE AUTHID CURRENT_USER IS OBJECT (
  display_name varchar2(32767),
  description varchar2(32767),
  content_moderation_config dbms_cloud_oci_generative_ai_content_moderation_config_t,
  freeform_tags json_element_t,
  defined_tags json_element_t,
  CONSTRUCTOR FUNCTION dbms_cloud_oci_generative_ai_update_endpoint_details_t
    RETURN SELF AS RESULT,
  CONSTRUCTOR FUNCTION dbms_cloud_oci_generative_ai_update_endpoint_details_t (
    display_name varchar2,
    description varchar2,
    content_moderation_config dbms_cloud_oci_generative_ai_content_moderation_config_t,
    freeform_tags json_element_t,
    defined_tags json_element_t
  ) RETURN SELF AS RESULT
) NOT PERSISTABLE;

Fields

The data to update a custom model.

Syntax

CREATE OR REPLACE NONEDITIONABLE TYPE dbms_cloud_oci_generative_ai_update_model_details_t FORCE AUTHID CURRENT_USER IS OBJECT (
  display_name varchar2(32767),
  description varchar2(32767),
  vendor varchar2(32767),
  version varchar2(32767),
  freeform_tags json_element_t,
  defined_tags json_element_t,
  CONSTRUCTOR FUNCTION dbms_cloud_oci_generative_ai_update_model_details_t
    RETURN SELF AS RESULT,
  CONSTRUCTOR FUNCTION dbms_cloud_oci_generative_ai_update_model_details_t (
    display_name varchar2,
    description varchar2,
    vendor varchar2,
    version varchar2,
    freeform_tags json_element_t,
    defined_tags json_element_t
  ) RETURN SELF AS RESULT
) NOT PERSISTABLE;

Fields

The Vanilla training method hyperparameters.

Syntax

CREATE OR REPLACE NONEDITIONABLE TYPE dbms_cloud_oci_generative_ai_vanilla_training_config_t FORCE AUTHID CURRENT_USER UNDER dbms_cloud_oci_generative_ai_training_config_t (
  num_of_last_layers number,
  CONSTRUCTOR FUNCTION dbms_cloud_oci_generative_ai_vanilla_training_config_t
    RETURN SELF AS RESULT,
  CONSTRUCTOR FUNCTION dbms_cloud_oci_generative_ai_vanilla_training_config_t (
    training_config_type varchar2,
    total_training_epochs number,
    learning_rate number,
    training_batch_size number,
    early_stopping_patience number,
    early_stopping_threshold number,
    log_model_metrics_interval_in_steps number,
    num_of_last_layers number
  ) RETURN SELF AS RESULT
);

dbms_cloud_oci_generative_ai_vanilla_training_config_t is a subtype of the dbms_cloud_oci_generative_ai_training_config_t type.

Fields

The resource created or operated on by a work request.

Syntax

CREATE OR REPLACE NONEDITIONABLE TYPE dbms_cloud_oci_generative_ai_work_request_resource_t FORCE AUTHID CURRENT_USER IS OBJECT (
  entity_type varchar2(32767),
  action_type varchar2(32767),
  identifier varchar2(32767),
  entity_uri varchar2(32767),
  metadata json_element_t,
  CONSTRUCTOR FUNCTION dbms_cloud_oci_generative_ai_work_request_resource_t
    RETURN SELF AS RESULT,
  CONSTRUCTOR FUNCTION dbms_cloud_oci_generative_ai_work_request_resource_t (
    entity_type varchar2,
    action_type varchar2,
    identifier varchar2,
    entity_uri varchar2,
    metadata json_element_t
  ) RETURN SELF AS RESULT
) NOT PERSISTABLE;

Fields

Nested table type of dbms_cloud_oci_generative_ai_work_request_resource_t.

Syntax

CREATE OR REPLACE NONEDITIONABLE TYPE dbms_cloud_oci_generative_ai_work_request_resource_tbl FORCE IS TABLE OF (dbms_cloud_oci_generative_ai_work_request_resource_t) NOT PERSISTABLE;

An asynchronous work request. When you start a long-running operation, the service creates a work request. Work requests help you monitor long-running operations. A work request is an activity log that lets you track each step in the operation's progress. Each work request has an OCID that lets you interact with it programmatically and use it for automation.

Syntax

CREATE OR REPLACE NONEDITIONABLE TYPE dbms_cloud_oci_generative_ai_work_request_t FORCE AUTHID CURRENT_USER IS OBJECT (
  operation_type varchar2(32767),
  status varchar2(32767),
  id varchar2(32767),
  compartment_id varchar2(32767),
  resources dbms_cloud_oci_generative_ai_work_request_resource_tbl,
  percent_complete number,
  time_accepted timestamp with time zone,
  time_started timestamp with time zone,
  time_finished timestamp with time zone,
  CONSTRUCTOR FUNCTION dbms_cloud_oci_generative_ai_work_request_t
    RETURN SELF AS RESULT,
  CONSTRUCTOR FUNCTION dbms_cloud_oci_generative_ai_work_request_t (
    operation_type varchar2,
    status varchar2,
    id varchar2,
    compartment_id varchar2,
    resources dbms_cloud_oci_generative_ai_work_request_resource_tbl,
    percent_complete number,
    time_accepted timestamp with time zone,
    time_started timestamp with time zone,
    time_finished timestamp with time zone
  ) RETURN SELF AS RESULT
) NOT PERSISTABLE;

Fields

An error encountered while performing an operation that is tracked by this work request.

Syntax

CREATE OR REPLACE NONEDITIONABLE TYPE dbms_cloud_oci_generative_ai_work_request_error_t FORCE AUTHID CURRENT_USER IS OBJECT (
  code varchar2(32767),
  message varchar2(32767),
  l_timestamp timestamp with time zone,
  CONSTRUCTOR FUNCTION dbms_cloud_oci_generative_ai_work_request_error_t
    RETURN SELF AS RESULT,
  CONSTRUCTOR FUNCTION dbms_cloud_oci_generative_ai_work_request_error_t (
    code varchar2,
    message varchar2,
    l_timestamp timestamp with time zone
  ) RETURN SELF AS RESULT
) NOT PERSISTABLE;

Fields

Nested table type of dbms_cloud_oci_generative_ai_work_request_error_t.

Syntax

CREATE OR REPLACE NONEDITIONABLE TYPE dbms_cloud_oci_generative_ai_work_request_error_tbl FORCE IS TABLE OF (dbms_cloud_oci_generative_ai_work_request_error_t) NOT PERSISTABLE;

A list of work request errors. Can contain errors and other information such as metadata.

Syntax

CREATE OR REPLACE NONEDITIONABLE TYPE dbms_cloud_oci_generative_ai_work_request_error_collection_t FORCE AUTHID CURRENT_USER IS OBJECT (
  items dbms_cloud_oci_generative_ai_work_request_error_tbl,
  CONSTRUCTOR FUNCTION dbms_cloud_oci_generative_ai_work_request_error_collection_t
    RETURN SELF AS RESULT,
  CONSTRUCTOR FUNCTION dbms_cloud_oci_generative_ai_work_request_error_collection_t (
    items dbms_cloud_oci_generative_ai_work_request_error_tbl
  ) RETURN SELF AS RESULT
) NOT PERSISTABLE;

Fields

The log message from performing an operation that is tracked by this work request.

Syntax

CREATE OR REPLACE NONEDITIONABLE TYPE dbms_cloud_oci_generative_ai_work_request_log_entry_t FORCE AUTHID CURRENT_USER IS OBJECT (
  message varchar2(32767),
  l_timestamp timestamp with time zone,
  CONSTRUCTOR FUNCTION dbms_cloud_oci_generative_ai_work_request_log_entry_t
    RETURN SELF AS RESULT,
  CONSTRUCTOR FUNCTION dbms_cloud_oci_generative_ai_work_request_log_entry_t (
    message varchar2,
    l_timestamp timestamp with time zone
  ) RETURN SELF AS RESULT
) NOT PERSISTABLE;

Fields

Nested table type of dbms_cloud_oci_generative_ai_work_request_log_entry_t.

Syntax

CREATE OR REPLACE NONEDITIONABLE TYPE dbms_cloud_oci_generative_ai_work_request_log_entry_tbl FORCE IS TABLE OF (dbms_cloud_oci_generative_ai_work_request_log_entry_t) NOT PERSISTABLE;

A list of work request logs. Can contain logs and other information such as metadata.

Syntax

CREATE OR REPLACE NONEDITIONABLE TYPE dbms_cloud_oci_generative_ai_work_request_log_entry_collection_t FORCE AUTHID CURRENT_USER IS OBJECT (
  items dbms_cloud_oci_generative_ai_work_request_log_entry_tbl,
  CONSTRUCTOR FUNCTION dbms_cloud_oci_generative_ai_work_request_log_entry_collection_t
    RETURN SELF AS RESULT,
  CONSTRUCTOR FUNCTION dbms_cloud_oci_generative_ai_work_request_log_entry_collection_t (
    items dbms_cloud_oci_generative_ai_work_request_log_entry_tbl
  ) RETURN SELF AS RESULT
) NOT PERSISTABLE;

Fields

Summary information about an asynchronous work request.

Syntax

CREATE OR REPLACE NONEDITIONABLE TYPE dbms_cloud_oci_generative_ai_work_request_summary_t FORCE AUTHID CURRENT_USER IS OBJECT (
  operation_type varchar2(32767),
  status varchar2(32767),
  id varchar2(32767),
  compartment_id varchar2(32767),
  resources dbms_cloud_oci_generative_ai_work_request_resource_tbl,
  percent_complete number,
  time_accepted timestamp with time zone,
  time_started timestamp with time zone,
  time_finished timestamp with time zone,
  CONSTRUCTOR FUNCTION dbms_cloud_oci_generative_ai_work_request_summary_t
    RETURN SELF AS RESULT,
  CONSTRUCTOR FUNCTION dbms_cloud_oci_generative_ai_work_request_summary_t (
    operation_type varchar2,
    status varchar2,
    id varchar2,
    compartment_id varchar2,
    resources dbms_cloud_oci_generative_ai_work_request_resource_tbl,
    percent_complete number,
    time_accepted timestamp with time zone,
    time_started timestamp with time zone,
    time_finished timestamp with time zone
  ) RETURN SELF AS RESULT
) NOT PERSISTABLE;

Fields

Nested table type of dbms_cloud_oci_generative_ai_work_request_summary_t.

Syntax

CREATE OR REPLACE NONEDITIONABLE TYPE dbms_cloud_oci_generative_ai_work_request_summary_tbl FORCE IS TABLE OF (dbms_cloud_oci_generative_ai_work_request_summary_t) NOT PERSISTABLE;

A list of work requests. Can contain work requests and other information such as metadata.

Syntax

CREATE OR REPLACE NONEDITIONABLE TYPE dbms_cloud_oci_generative_ai_work_request_summary_collection_t FORCE AUTHID CURRENT_USER IS OBJECT (
  items dbms_cloud_oci_generative_ai_work_request_summary_tbl,
  CONSTRUCTOR FUNCTION dbms_cloud_oci_generative_ai_work_request_summary_collection_t
    RETURN SELF AS RESULT,
  CONSTRUCTOR FUNCTION dbms_cloud_oci_generative_ai_work_request_summary_collection_t (
    items dbms_cloud_oci_generative_ai_work_request_summary_tbl
  ) RETURN SELF AS RESULT
) NOT PERSISTABLE;

Fields