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Generation Task Properties

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Required Properties

prompt
string

The input prompt for generation.

model
string

The model to use for generation.

Allowed values:

  • "gpt-4": GPT-4 model
  • "gpt-4o-mini": GPT-4O Mini model
api_key
string

API key for authentication.

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Optional Properties

max_epochs
integer
default: "100"

Maximum number of epochs for reference free generation.

response_format
string

Desired format of the response. Reference the type_id present in the types section of the schema.

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OpenAI API Properties

In addition to the above properties, the generation task supports all OpenAI API call properties. Some commonly used properties include:

temperature
float

Controls randomness in output (0.0 to 2.0).

max_tokens
integer

Maximum number of tokens to generate.

top_p
float

Controls diversity via nucleus sampling.

frequency_penalty
float

Reduces repetition of token sequences.

presence_penalty
float

Encourages the model to talk about new topics.

stop
string or array

Sequences where the API will stop generating further tokens.

For a complete list of OpenAI API properties, please refer to the OpenAI API documentation.

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Usage Examples

It’s currently work in progress. If there something else you’d like to see, we’d love to know.
ParsingExtraction