Index

_

__dict__ (edsl.enums.TokenPricing attribute) __eq__() (edsl.enums.TokenPricing method) __hash__ (edsl.enums.TokenPricing attribute) __init__() (edsl.data.Cache.Cache method) (edsl.enums.TokenPricing method) (edsl.questions.QuestionCheckBox.QuestionCheckBox method) (edsl.questions.QuestionExtract.QuestionExtract method) (edsl.questions.QuestionFreeText.QuestionFreeText method) (edsl.questions.QuestionFunctional.QuestionFunctional method)

__module__ (edsl.enums.EnumWithChecks attribute) (edsl.enums.InferenceServiceType attribute) (edsl.enums.QuestionType attribute) (edsl.enums.TokenPricing attribute) __new__() (edsl.enums.InferenceServiceType method) (edsl.enums.QuestionType method) __weakref__ (edsl.enums.TokenPricing attribute)

A

activate() (edsl.questions.QuestionFunctional.QuestionFunctional method) activate_loop() (edsl.questions.QuestionFunctional.QuestionFunctional method) activated (edsl.questions.QuestionFunctional.QuestionFunctional attribute) add_edsl_version() (in module edsl.utilities.decorators) add_from_dict() (edsl.data.Cache.Cache method) add_from_jsonl() (edsl.data.Cache.Cache method) add_from_sqlite() (edsl.data.Cache.Cache method)

add_question() (edsl.questions.QuestionBase.QuestionBase method) AgentInstruction (class in edsl.prompts.library.agent_instructions) AgentPersona (class in edsl.prompts.library.agent_persona) answer (edsl.questions.QuestionBase.QuestionBase.ValidatedAnswer attribute) (edsl.questions.QuestionFreeText.FreeTextResponse attribute) answer_question_directly() (edsl.questions.QuestionFunctional.QuestionFunctional method) ANTHROPIC (edsl.enums.InferenceServiceType attribute) AZURE (edsl.enums.InferenceServiceType attribute)

B

Base (class in edsl.Base) BEDROCK (edsl.enums.InferenceServiceType attribute)

Budget (class in edsl.prompts.library.question_budget) BUDGET (edsl.enums.QuestionType attribute) by() (edsl.questions.QuestionBase.QuestionBase method)

C

Cache (class in edsl.data.Cache) calculate_sum_and_multiply() (in module edsl.questions.QuestionFunctional) CHECKBOX (edsl.enums.QuestionType attribute) CheckBoxResponseValidator (class in edsl.questions.QuestionCheckBox) clean_json() (in module edsl.utilities.utilities) code() (edsl.Base.Base method) (edsl.data.Cache.Cache method) comment (edsl.questions.QuestionBase.QuestionBase.ValidatedAnswer attribute) component_type (edsl.prompts.library.agent_instructions.AgentInstruction attribute) (edsl.prompts.library.agent_persona.AgentPersona attribute) (edsl.prompts.Prompt.Prompt attribute) (edsl.prompts.Prompt.PromptBase attribute)

create_checkbox_response_model() (in module edsl.questions.QuestionCheckBox) create_image() (in module edsl.utilities.interface) create_latex_table_from_data() (in module edsl.utilities.interface) create_response_model() (edsl.questions.QuestionCheckBox.QuestionCheckBox method) (edsl.questions.QuestionExtract.QuestionExtract method) create_valid_var_name() (in module edsl.utilities.utilities) custom_validate() (edsl.questions.QuestionCheckBox.CheckBoxResponseValidator method) (edsl.questions.QuestionExtract.ExtractResponseValidator method)

D

data (edsl.prompts.library.agent_instructions.AgentInstruction attribute) (edsl.prompts.library.agent_persona.AgentPersona attribute) (edsl.prompts.library.question_budget.Budget attribute) (edsl.prompts.library.question_freetext.FreeText attribute) (edsl.prompts.library.question_multiple_choice.LikertFive attribute) (edsl.prompts.library.question_multiple_choice.MultipleChoice attribute) (edsl.prompts.library.question_multiple_choice.MultipleChoiceTurbo attribute) (edsl.prompts.library.question_multiple_choice.YesNo attribute) (edsl.prompts.library.question_numerical.Numerical attribute) (edsl.questions.QuestionBase.QuestionBase property) data_to_html() (in module edsl.utilities.utilities) DEEP_INFRA (edsl.enums.InferenceServiceType attribute) default_instructions (edsl.prompts.library.agent_instructions.AgentInstruction attribute) (edsl.prompts.library.agent_persona.AgentPersona attribute) (edsl.prompts.library.question_budget.Budget attribute) (edsl.prompts.library.question_freetext.FreeText attribute) (edsl.prompts.library.question_multiple_choice.MultipleChoice attribute) (edsl.prompts.library.question_multiple_choice.MultipleChoiceTurbo attribute) (edsl.prompts.library.question_numerical.Numerical attribute) (edsl.prompts.Prompt.PromptBase attribute) (edsl.questions.QuestionFunctional.QuestionFunctional attribute)

delete() (edsl.Base.PersistenceMixin class method) dict_hash() (in module edsl.utilities.utilities) dict_to_html() (in module edsl.utilities.utilities) dict_to_pydantic_model() (in module edsl.questions.QuestionExtract) DiffMethodsMixin (class in edsl.Base) display_table() (in module edsl.utilities.interface)

E

edsl.Base module edsl.data.Cache module edsl.enums module edsl.prompts.library.agent_instructions module edsl.prompts.library.agent_persona module edsl.prompts.library.question_budget module edsl.prompts.library.question_freetext module edsl.prompts.library.question_multiple_choice module edsl.prompts.library.question_numerical module edsl.prompts.Prompt module edsl.questions.QuestionBase module edsl.questions.QuestionCheckBox module edsl.questions.QuestionExtract module

edsl.questions.QuestionFreeText module edsl.questions.QuestionFunctional module edsl.questions.settings module edsl.utilities.decorators module edsl.utilities.interface module edsl.utilities.utilities module EnumWithChecks (class in edsl.enums) example() (edsl.Base.Base method) (edsl.data.Cache.Cache class method) (edsl.prompts.Prompt.PromptBase class method) (edsl.questions.QuestionCheckBox.QuestionCheckBox class method) (edsl.questions.QuestionExtract.QuestionExtract class method) (edsl.questions.QuestionFreeText.QuestionFreeText class method) (edsl.questions.QuestionFunctional.QuestionFunctional class method) EXTRACT (edsl.enums.QuestionType attribute) extract_json() (in module edsl.questions.QuestionExtract) extract_json_from_string() (in module edsl.utilities.utilities) ExtractResponseValidator (class in edsl.questions.QuestionExtract)

F

fake_data_factory (edsl.questions.QuestionBase.QuestionBase property) fetch() (edsl.data.Cache.Cache method) fetch_input_example() (edsl.data.Cache.Cache method) fix() (edsl.questions.QuestionCheckBox.CheckBoxResponseValidator method) (edsl.questions.QuestionExtract.ExtractResponseValidator method) fix_partial_correct_response() (in module edsl.utilities.utilities) FREE_TEXT (edsl.enums.QuestionType attribute) FreeText (class in edsl.prompts.library.question_freetext) FreeTextResponse (class in edsl.questions.QuestionFreeText) FreeTextResponseValidator (class in edsl.questions.QuestionFreeText) from_dict() (edsl.Base.Base method) (edsl.data.Cache.Cache class method) (edsl.prompts.Prompt.PromptBase class method) (edsl.questions.QuestionBase.QuestionBase class method)

from_jsonl() (edsl.data.Cache.Cache class method) from_local_cache() (edsl.data.Cache.Cache class method) from_sqlite_db() (edsl.data.Cache.Cache class method) from_template() (edsl.prompts.Prompt.PromptBase class method) from_txt() (edsl.prompts.Prompt.PromptBase class method) from_url() (edsl.data.Cache.Cache class method) function_name (edsl.questions.QuestionFunctional.QuestionFunctional attribute) function_source_code (edsl.questions.QuestionFunctional.QuestionFunctional attribute) FUNCTIONAL (edsl.enums.QuestionType attribute)

G

gen_html_sandwich() (in module edsl.utilities.interface) generated_tokens (edsl.questions.QuestionBase.QuestionBase.ValidatedAnswer attribute) (edsl.questions.QuestionFreeText.FreeTextResponse attribute) get_multiline_textsize() (in module edsl.utilities.interface)

get_registry() (edsl.Base.RegisterSubclassesMeta static method) get_token_pricing() (in module edsl.enums) GOOGLE (edsl.enums.InferenceServiceType attribute) GROQ (edsl.enums.InferenceServiceType attribute)

H

has_variables (edsl.prompts.Prompt.PromptBase property) hash_value() (in module edsl.utilities.utilities) html() (edsl.questions.QuestionBase.QuestionBase method)

HTMLSnippet (class in edsl.utilities.utilities) human_readable() (edsl.questions.QuestionBase.QuestionBase method) human_readable_labeler_creator() (in module edsl.utilities.interface)

I

InferenceServiceType (class in edsl.enums) invalid_examples (edsl.questions.QuestionCheckBox.CheckBoxResponseValidator attribute) (edsl.questions.QuestionExtract.ExtractResponseValidator attribute) (edsl.questions.QuestionFreeText.FreeTextResponseValidator attribute)

is_gzipped() (in module edsl.utilities.utilities) is_notebook() (in module edsl.utilities.utilities) is_valid_variable_name() (in module edsl.utilities.utilities) is_value_valid() (edsl.enums.EnumWithChecks class method)

J

jupyter_nb_handler() (in module edsl.utilities.decorators)

K

keys() (edsl.Base.Base method) (edsl.data.Cache.Cache method)

L

LIKERT_FIVE (edsl.enums.QuestionType attribute) LikertFive (class in edsl.prompts.library.question_multiple_choice)

LINEAR_SCALE (edsl.enums.QuestionType attribute) LIST (edsl.enums.QuestionType attribute) load() (edsl.Base.PersistenceMixin class method)

M

MAX_ANSWER_LENGTH (edsl.questions.settings.Settings attribute) MAX_EXPRESSION_CONSTRAINT_LENGTH (edsl.questions.settings.Settings attribute) MAX_NUM_OPTIONS (edsl.questions.settings.Settings attribute) MAX_OPTION_LENGTH (edsl.questions.settings.Settings attribute) MAX_QUESTION_LENGTH (edsl.questions.settings.Settings attribute) merge_dicts() (in module edsl.utilities.utilities) MIN_NUM_OPTIONS (edsl.questions.settings.Settings attribute) MISTRAL (edsl.enums.InferenceServiceType attribute) model (edsl.prompts.library.agent_instructions.AgentInstruction attribute) (edsl.prompts.library.agent_persona.AgentPersona attribute) (edsl.prompts.library.question_budget.Budget attribute) (edsl.prompts.library.question_freetext.FreeText attribute) (edsl.prompts.library.question_multiple_choice.MultipleChoice attribute) (edsl.prompts.library.question_multiple_choice.MultipleChoiceTurbo attribute) (edsl.prompts.library.question_numerical.Numerical attribute) model_computed_fields (edsl.questions.QuestionFreeText.FreeTextResponse attribute) model_config (edsl.questions.QuestionFreeText.FreeTextResponse attribute) model_fields (edsl.questions.QuestionFreeText.FreeTextResponse attribute) module edsl.Base edsl.data.Cache edsl.enums edsl.prompts.library.agent_instructions edsl.prompts.library.agent_persona edsl.prompts.library.question_budget edsl.prompts.library.question_freetext edsl.prompts.library.question_multiple_choice edsl.prompts.library.question_numerical edsl.prompts.Prompt edsl.questions.QuestionBase edsl.questions.QuestionCheckBox edsl.questions.QuestionExtract edsl.questions.QuestionFreeText edsl.questions.QuestionFunctional edsl.questions.settings edsl.utilities.decorators edsl.utilities.interface edsl.utilities.utilities

MULTIPLE_CHOICE (edsl.enums.QuestionType attribute) MultipleChoice (class in edsl.prompts.library.question_multiple_choice) MultipleChoiceTurbo (class in edsl.prompts.library.question_multiple_choice)

N

name (edsl.questions.QuestionBase.QuestionBase property) new_entries_cache() (edsl.data.Cache.Cache method)

Numerical (class in edsl.prompts.library.question_numerical) NUMERICAL (edsl.enums.QuestionType attribute)

O

OLLAMA (edsl.enums.InferenceServiceType attribute) open_compressed_file() (edsl.Base.PersistenceMixin static method)

open_regular_file() (edsl.Base.PersistenceMixin static method) OPENAI (edsl.enums.InferenceServiceType attribute)

P

patch() (edsl.Base.PersistenceMixin class method) PersistenceMixin (class in edsl.Base) PreserveUndefined (class in edsl.prompts.Prompt) print() (edsl.Base.RichPrintingMixin method) (edsl.questions.QuestionBase.QuestionBase method) print_dataset_with_rich() (in module edsl.utilities.interface) print_dict_as_html_table() (in module edsl.utilities.interface) print_dict_with_rich() (in module edsl.utilities.interface) print_list_of_dicts_as_html_table() (in module edsl.utilities.interface) print_list_of_dicts_as_markdown_table() (in module edsl.utilities.interface)

print_list_of_dicts_with_rich() (in module edsl.utilities.interface) print_public_methods_with_doc() (in module edsl.utilities.interface) print_results_long() (in module edsl.utilities.interface) print_scenario_list() (in module edsl.utilities.interface) print_table_with_rich() (in module edsl.utilities.interface) print_tally_with_rich() (in module edsl.utilities.interface) Prompt (class in edsl.prompts.Prompt) prompt_attributes() (edsl.prompts.Prompt.PromptBase class method) PromptBase (class in edsl.prompts.Prompt) pull() (edsl.Base.PersistenceMixin class method) push() (edsl.Base.PersistenceMixin method)

Q

question_html_content (edsl.questions.QuestionCheckBox.QuestionCheckBox property) (edsl.questions.QuestionExtract.QuestionExtract property) (edsl.questions.QuestionFreeText.QuestionFreeText property) question_name (edsl.questions.QuestionBase.QuestionBase attribute) (edsl.questions.QuestionFreeText.QuestionFreeText attribute) (edsl.questions.QuestionFunctional.QuestionFunctional attribute) question_text (edsl.questions.QuestionBase.QuestionBase attribute) (edsl.questions.QuestionFreeText.QuestionFreeText attribute) (edsl.questions.QuestionFunctional.QuestionFunctional attribute) question_type (edsl.prompts.library.question_budget.Budget attribute) (edsl.prompts.library.question_freetext.FreeText attribute) (edsl.prompts.library.question_multiple_choice.LikertFive attribute) (edsl.prompts.library.question_multiple_choice.MultipleChoice attribute) (edsl.prompts.library.question_multiple_choice.MultipleChoiceTurbo attribute) (edsl.prompts.library.question_multiple_choice.YesNo attribute) (edsl.prompts.library.question_numerical.Numerical attribute)

QuestionBase (class in edsl.questions.QuestionBase) QuestionBase.ValidatedAnswer (class in edsl.questions.QuestionBase) QuestionCheckBox (class in edsl.questions.QuestionCheckBox) QuestionExtract (class in edsl.questions.QuestionExtract) QuestionFreeText (class in edsl.questions.QuestionFreeText) QuestionFunctional (class in edsl.questions.QuestionFunctional) QuestionType (class in edsl.enums)

R

random_string() (in module edsl.utilities.utilities) RANK (edsl.enums.QuestionType attribute) RegisterSubclassesMeta (class in edsl.Base) remove_edsl_version() (in module edsl.utilities.decorators) render() (edsl.prompts.Prompt.PromptBase method) repair_json() (in module edsl.utilities.utilities) REPLICATE (edsl.enums.InferenceServiceType attribute) required_params (edsl.questions.QuestionCheckBox.CheckBoxResponseValidator attribute) (edsl.questions.QuestionExtract.ExtractResponseValidator attribute) (edsl.questions.QuestionFreeText.FreeTextResponseValidator attribute) response_validator (edsl.questions.QuestionBase.QuestionBase property)

response_validator_class (edsl.questions.QuestionCheckBox.QuestionCheckBox attribute) (edsl.questions.QuestionExtract.QuestionExtract attribute) (edsl.questions.QuestionFreeText.QuestionFreeText attribute) (edsl.questions.QuestionFunctional.QuestionFunctional attribute) rich_print() (edsl.Base.Base method) (edsl.data.Cache.Cache method) (edsl.prompts.Prompt.PromptBase method) (edsl.questions.QuestionBase.QuestionBase method) RichPrintingMixin (class in edsl.Base) run() (edsl.questions.QuestionBase.QuestionBase method) run_async() (edsl.questions.QuestionBase.QuestionBase method) run_example() (edsl.questions.QuestionBase.QuestionBase class method)

S

save() (edsl.Base.PersistenceMixin method) search() (edsl.Base.PersistenceMixin class method) Settings (class in edsl.questions.settings) shorten_string() (in module edsl.utilities.utilities)

shortname_proposal() (in module edsl.utilities.utilities) show_methods() (edsl.Base.Base method) store() (edsl.data.Cache.Cache method) sync_wrapper() (in module edsl.utilities.decorators)

T

template_variables() (edsl.prompts.Prompt.PromptBase method) TEST (edsl.enums.InferenceServiceType attribute) text (edsl.prompts.Prompt.PromptBase property) text_to_shortname() (in module edsl.utilities.utilities) time_all_functions() (in module edsl.utilities.utilities) time_it() (in module edsl.utilities.utilities) to_dict() (edsl.Base.Base method) (edsl.data.Cache.Cache method) (edsl.prompts.Prompt.PromptBase method) (edsl.questions.QuestionBase.QuestionBase method) (edsl.questions.QuestionFunctional.QuestionFunctional method)

to_html() (edsl.data.Cache.Cache method) to_survey() (edsl.questions.QuestionBase.QuestionBase method) TokenPricing (class in edsl.enums) TOP_K (edsl.enums.QuestionType attribute)

U

undefined_template_variables() (edsl.prompts.Prompt.PromptBase method)

unused_traits() (edsl.prompts.Prompt.PromptBase method)

V

valid_examples (edsl.questions.QuestionCheckBox.CheckBoxResponseValidator attribute) (edsl.questions.QuestionExtract.ExtractResponseValidator attribute) (edsl.questions.QuestionFreeText.FreeTextResponseValidator attribute) valid_json() (in module edsl.utilities.utilities) validator_parameters (edsl.questions.QuestionBase.QuestionBase property)

values() (edsl.Base.Base method) (edsl.data.Cache.Cache method) view() (edsl.data.Cache.Cache method) (edsl.utilities.utilities.HTMLSnippet method) view_html() (in module edsl.utilities.interface)

W

write() (edsl.data.Cache.Cache method)

write_jsonl() (edsl.data.Cache.Cache method) write_sqlite_db() (edsl.data.Cache.Cache method)

Y

YES_NO (edsl.enums.QuestionType attribute)

YesNo (class in edsl.prompts.library.question_multiple_choice)