create_advanced_prompt_optimization_job¶
Operation¶
async
¶
create_advanced_prompt_optimization_job(input: CreateAdvancedPromptOptimizationJobInput, plugins: list[Plugin] | None = None) -> CreateAdvancedPromptOptimizationJobOutput
Creates an advanced prompt optimization job. The job optimizes your prompt templates for specific models using your evaluation dataset and criteria.
Parameters:
| Name | Type | Description | Default |
|---|---|---|---|
input
|
CreateAdvancedPromptOptimizationJobInput
|
An instance of |
required |
plugins
|
list[Plugin] | None
|
A list of callables that modify the configuration dynamically. Changes made by these plugins only apply for the duration of the operation execution and will not affect any other operation invocations. |
None
|
Returns:
| Type | Description |
|---|---|
CreateAdvancedPromptOptimizationJobOutput
|
An instance of |
Input¶
dataclass
¶
Create Advanced Prompt Optimization Job Request
Attributes¶
class-attribute
instance-attribute
¶
client_token: str | None = None
A unique, case-sensitive identifier to ensure that the API request completes no more than one time. If this token matches a previous request, Amazon Bedrock ignores the request but does not return an error.
class-attribute
instance-attribute
¶
encryption_key_arn: str | None = None
The Amazon Resource Name (ARN) of the KMS key used for encrypting the output data. If not specified, the output is encrypted with an Amazon-owned KMS key.
class-attribute
instance-attribute
¶
input_config: AdvancedPromptOptimizationInputConfig | None = None
Specifies the S3 location of your JSONL input file containing prompt templates and evaluation samples.
class-attribute
instance-attribute
¶
job_description: str | None = None
A description of the advanced prompt optimization job.
class-attribute
instance-attribute
¶
job_name: str | None = None
A name for the advanced prompt optimization job.
class-attribute
instance-attribute
¶
model_configurations: list[ModelConfiguration] | None = None
A list of model configurations specifying the target models for prompt optimization. You can specify up to 5 models.
class-attribute
instance-attribute
¶
output_config: AdvancedPromptOptimizationOutputConfig | None = None
Specifies the S3 location where optimization results will be stored.