OpenAI

Create Data Policies, generate sample data using GPT models

With the help of OpenAI, you can extend PACE functionality with various actions.

Actions

The following actions are available for this plugin:

• GENERATE_DATA_POLICY See an example of this action in the Data Policy Generationtutorial.

• GENERATE_SAMPLE_DATA

Action: GENERATE_DATA_POLICY

https://github.com/getstrm/pace/blob/alpha/protos/getstrm/pace/plugins/data_policy_generators/v1alpha/data_policy_generators.proto

syntax = "proto3";

package getstrm.pace.plugins.data_policy_generators.v1alpha;

import "buf/validate/validate.proto";
import "getstrm/pace/api/entities/v1alpha/entities.proto";

option go_package = "github.com/getstrm/pace/protos/plugins/data_policy_generators;data_policy_generators";
option java_multiple_files = true;
option java_package = "com.getstrm.pace.plugins.data_policy_generators.v1alpha";


message OpenAIDataPolicyGeneratorPayload {
  string instructions = 1 [(buf.validate.field).string = {min_len: 1, max_len: 5000}];
  oneof data_policy {
    option (buf.validate.oneof).required = true;
    pace.api.entities.v1alpha.DataPolicy initial_data_policy = 2;
  }
}

Action: GENERATE_SAMPLE_DATA

https://github.com/getstrm/pace/blob/alpha/protos/getstrm/pace/plugins/sample_data_generator/v1alpha/sample_data_generator.proto

syntax = "proto3";

package getstrm.pace.plugins.sample_data_generator.v1alpha;

import "buf/validate/validate.proto";
import "getstrm/pace/api/entities/v1alpha/entities.proto";

option go_package = "github.com/getstrm/pace/protos/plugins/sample_data_generators;sample_data_generators";
option java_multiple_files = true;
option java_package = "com.getstrm.pace.plugins.sample_data_generators.v1alpha";


message OpenAISampleDataGeneratorPayload {
  // Present the OpenAI model with extra instructions
  repeated string additional_system_instructions = 1;
  // TODO ensure to ask for the result format
  oneof source_details {
    option (buf.validate.oneof).required = true;
    pace.api.entities.v1alpha.DataPolicy.Source source = 2;
  }
}