Index

_

__dict__ (edsl.enums.TokenPricing attribute) __eq__() (edsl.enums.TokenPricing method) __hash__ (edsl.enums.TokenPricing attribute) __init__() (edsl.agents.Agent.Agent method) (edsl.data.Cache.Cache method) (edsl.enums.TokenPricing method) (edsl.language_models.LanguageModel.LanguageModel method) (edsl.language_models.ModelList.ModelList method) (edsl.prompts.Prompt.Prompt method) (edsl.questions.derived.QuestionLikertFive.QuestionLikertFive method) (edsl.questions.derived.QuestionLinearScale.QuestionLinearScale method) (edsl.questions.derived.QuestionTopK.QuestionTopK method) (edsl.questions.derived.QuestionYesNo.QuestionYesNo method) (edsl.questions.QuestionBudget.QuestionBudget method) (edsl.questions.QuestionCheckBox.QuestionCheckBox method) (edsl.questions.QuestionExtract.QuestionExtract method) (edsl.questions.QuestionFreeText.QuestionFreeText method) (edsl.questions.QuestionFunctional.QuestionFunctional method) (edsl.questions.QuestionList.QuestionList method) (edsl.questions.QuestionMultipleChoice.QuestionMultipleChoice method) (edsl.questions.QuestionNumerical.QuestionNumerical method) (edsl.questions.QuestionRank.QuestionRank method) (edsl.results.Result.PromptDict method) (edsl.results.Result.Result method) (edsl.results.Results.Results method) (edsl.scenarios.FileStore.FileStore method) (edsl.scenarios.Scenario.Scenario method) (edsl.scenarios.ScenarioList.ScenarioList method) (edsl.surveys.Survey.Survey 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) _answer_question_and_record_task() (edsl.jobs.interviews.Interview.Interview method) _build_question_tasks() (edsl.jobs.interviews.Interview.Interview method) _cancel_skipped_questions() (edsl.jobs.interviews.Interview.Interview method) _create_question_task() (edsl.jobs.interviews.Interview.Interview method) _extract_valid_results() (edsl.jobs.interviews.Interview.Interview method) _get_estimated_request_tokens() (edsl.jobs.interviews.Interview.Interview method) _get_invigilator() (edsl.jobs.interviews.Interview.Interview method) _get_tasks_that_must_be_completed_before() (edsl.jobs.interviews.Interview.Interview method) _handle_exception() (edsl.jobs.interviews.Interview.Interview method) _skip_this_question() (edsl.jobs.interviews.Interview.Interview method)

A

activate() (edsl.questions.QuestionFunctional.QuestionFunctional method) activate_loop() (edsl.questions.QuestionFunctional.QuestionFunctional method) activated (edsl.questions.QuestionFunctional.QuestionFunctional attribute) add_answer() (edsl.jobs.Answers.Answers method) add_column() (edsl.results.Results.Results method) add_columns_from_dict() (edsl.results.Results.Results method) add_direct_question_answering_method() (edsl.agents.Agent.Agent method) 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_instruction() (edsl.surveys.Survey.Survey method) add_list() (edsl.scenarios.ScenarioList.ScenarioList method) add_memory_collection() (edsl.surveys.Survey.Survey method) add_model() (edsl.language_models.registry.Model class method) add_question() (edsl.questions.QuestionBase.QuestionBase method) (edsl.surveys.Survey.Survey method) add_question_group() (edsl.surveys.Survey.Survey method) add_rule() (edsl.surveys.Survey.Survey method) add_skip_rule() (edsl.surveys.Survey.Survey method) add_stop_rule() (edsl.surveys.Survey.Survey method) add_targeted_memory() (edsl.surveys.Survey.Survey method) add_trait() (edsl.agents.Agent.Agent method) add_value() (edsl.scenarios.ScenarioList.ScenarioList method) Agent (class in edsl.agents.Agent) agent_keys (edsl.results.Results.Results property)

agent_namer() (in module edsl.results.Result) agent_namer_closure() (in module edsl.results.Result) agent_persona (edsl.agents.Agent.Agent property) agents (edsl.jobs.Jobs.Jobs property) (edsl.results.Results.Results property) all_keys (edsl.results.Results.Results property) all_question_parameters() (edsl.jobs.Jobs.Jobs method) answer (edsl.questions.QuestionBase.QuestionBase.ValidatedAnswer attribute) (edsl.questions.QuestionFreeText.FreeTextResponse attribute) answer_keys (edsl.results.Results.Results property) answer_question() (edsl.agents.Agent.Agent method) answer_question_directly() (edsl.questions.QuestionFunctional.QuestionFunctional method) answer_question_directly_function_name (edsl.agents.Agent.Agent attribute) answer_truncate() (edsl.results.Results.Results method) Answers (class in edsl.jobs.Answers) answers_to_themes() (edsl.results.Results.Results method) ANTHROPIC (edsl.enums.InferenceServiceType attribute) api_token (edsl.language_models.LanguageModel.LanguageModel property) apply_themes() (edsl.results.Results.Results method) ask_question() (edsl.language_models.LanguageModel.LanguageModel method) async_answer_question() (edsl.agents.Agent.Agent method) async_conduct_interview() (edsl.jobs.interviews.Interview.Interview method) async_execute_model_call() (edsl.language_models.LanguageModel.LanguageModel method) async_get_response() (edsl.language_models.LanguageModel.LanguageModel method) auto_theme() (edsl.results.Results.Results method) available() (edsl.language_models.registry.Model class method) AZURE (edsl.enums.InferenceServiceType attribute)

B

backup_db_to_file() (edsl.results.Results.Results method) Base (class in edsl.Base) base64_to_file() (edsl.scenarios.FileStore.FileStore static method) base64_to_text_file() (edsl.scenarios.FileStore.FileStore static method) BEDROCK (edsl.enums.InferenceServiceType attribute)

bucket_collection (edsl.jobs.Jobs.Jobs property) BUDGET (edsl.enums.QuestionType attribute) BudgewResponseValidator (class in edsl.questions.QuestionBudget) by() (edsl.jobs.Jobs.Jobs method) (edsl.questions.QuestionBase.QuestionBase method) (edsl.surveys.Survey.Survey method)

C

Cache (class in edsl.data.Cache) calculate_sum_and_multiply() (in module edsl.questions.QuestionFunctional) check_api_keys() (edsl.jobs.Jobs.Jobs method) check_expression() (edsl.results.Result.Result method) check_models() (edsl.language_models.registry.Model class method) check_status() (edsl.jobs.Jobs.Jobs static method) CHECKBOX (edsl.enums.QuestionType attribute) CheckBoxResponseValidator (class in edsl.questions.QuestionCheckBox) chunk() (edsl.scenarios.Scenario.Scenario method) (edsl.scenarios.ScenarioList.ScenarioList method) clean_json() (in module edsl.utilities.utilities) clear() (edsl.results.Result.PromptDict method) (edsl.results.Result.Result method) clear_non_default_rules() (edsl.surveys.Survey.Survey method) code() (edsl.agents.Agent.Agent method) (edsl.Base.Base method) (edsl.data.Cache.Cache method) (edsl.jobs.Jobs.Jobs method) (edsl.language_models.ModelList.ModelList method) (edsl.results.Result.Result method) (edsl.results.Results.Results method) (edsl.scenarios.Scenario.Scenario method) (edsl.scenarios.ScenarioList.ScenarioList method) codebook() (edsl.surveys.Survey.Survey method) columns (edsl.results.Results.Results property) combined_dict (edsl.results.Result.Result property) comment (edsl.questions.QuestionBase.QuestionBase.ValidatedAnswer attribute) compare() (edsl.results.Results.Results method) compute_job_cost() (edsl.jobs.Jobs.Jobs static method) concatenate() (edsl.scenarios.ScenarioList.ScenarioList method) convert_answer() (edsl.language_models.LanguageModel.LanguageModel static method)

convert_jinja_braces() (edsl.scenarios.Scenario.Scenario method) (edsl.scenarios.ScenarioList.ScenarioList method) convert_string() (in module edsl.questions.QuestionList) Coop (class in edsl.coop.coop), [1] copy() (edsl.results.Result.PromptDict method) (edsl.results.Result.Result method) cost() (edsl.language_models.LanguageModel.LanguageModel method) create_agent() (edsl.surveys.Survey.Survey method) create_and_poll_remote_job() (edsl.jobs.Jobs.Jobs method) create_bucket_collection() (edsl.jobs.Jobs.Jobs method) create_budget_model() (in module edsl.questions.QuestionBudget) create_checkbox_response_model() (in module edsl.questions.QuestionCheckBox) create_image() (in module edsl.utilities.interface) create_invigilator() (edsl.agents.Agent.Agent method) create_latex_table_from_data() (in module edsl.utilities.interface) create_model() (in module edsl.questions.QuestionList) create_numeric_response() (in module edsl.questions.QuestionNumerical) create_remote_inference_job() (edsl.jobs.Jobs.Jobs method) create_response_model() (edsl.questions.QuestionBudget.QuestionBudget method) (edsl.questions.QuestionCheckBox.QuestionCheckBox method) (edsl.questions.QuestionExtract.QuestionExtract method) (edsl.questions.QuestionList.QuestionList method) (edsl.questions.QuestionMultipleChoice.QuestionMultipleChoice method) (edsl.questions.QuestionNumerical.QuestionNumerical method) (edsl.questions.QuestionRank.QuestionRank method) (in module edsl.questions.QuestionMultipleChoice) (in module edsl.questions.QuestionRank) create_valid_var_name() (in module edsl.utilities.utilities) CSVFileStore (class in edsl.scenarios.FileStore) custom_validate() (edsl.questions.QuestionCheckBox.CheckBoxResponseValidator method) (edsl.questions.QuestionExtract.ExtractResponseValidator method) CustomEncoder (class in edsl.utilities.utilities)

D

dag (edsl.jobs.interviews.Interview.Interview property) dag() (edsl.surveys.Survey.Survey method) data (edsl.questions.QuestionBase.QuestionBase property) data_to_html() (in module edsl.utilities.utilities) DEEP_INFRA (edsl.enums.InferenceServiceType attribute) default() (edsl.utilities.utilities.CustomEncoder method) default_instruction (edsl.agents.Agent.Agent attribute) default_instructions (edsl.prompts.Prompt.Prompt attribute) (edsl.questions.QuestionFunctional.QuestionFunctional attribute) default_model (edsl.language_models.registry.Model attribute) delete() (edsl.Base.PersistenceMixin class method) (edsl.results.Result.Result class method) (edsl.results.Results.Results class method)

delete_question() (edsl.surveys.Survey.Survey 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) download_link() (edsl.results.Results.Results method) (edsl.scenarios.ScenarioList.ScenarioList method) (edsl.scenarios.ScenarioList.ScenarioListMixin method) drop() (edsl.scenarios.Scenario.Scenario method) (edsl.scenarios.ScenarioList.ScenarioList method) duplicate() (edsl.jobs.interviews.Interview.Interview method) dynamic_traits_function_name (edsl.agents.Agent.Agent attribute)

E

edsl.agents.Agent module edsl.Base module edsl.coop module edsl.data.Cache module edsl.enums module edsl.jobs.Answers module edsl.jobs.buckets module edsl.jobs.interviews.Interview module edsl.jobs.Jobs module edsl.jobs.tasks module edsl.language_models.LanguageModel module edsl.language_models.ModelList module edsl.language_models.registry module edsl.prompts.Prompt module edsl.questions.derived.QuestionLikertFive module edsl.questions.derived.QuestionLinearScale module edsl.questions.derived.QuestionTopK module edsl.questions.derived.QuestionYesNo module edsl.questions.QuestionBase module edsl.questions.QuestionBudget module edsl.questions.QuestionCheckBox module edsl.questions.QuestionExtract module edsl.questions.QuestionFreeText module edsl.questions.QuestionFunctional module edsl.questions.QuestionList module edsl.questions.QuestionMultipleChoice module edsl.questions.QuestionNumerical module edsl.questions.QuestionRank module edsl.questions.settings module edsl.results.Result module edsl.results.Results module

edsl.scenarios.FileStore module edsl.scenarios.Scenario module edsl.scenarios.ScenarioList module edsl.surveys.Survey module edsl.utilities.decorators module edsl.utilities.interface module edsl.utilities.utilities module encode_file_to_base64_string() (edsl.scenarios.FileStore.FileStore method) EnumWithChecks (class in edsl.enums) estimate_job_cost() (edsl.jobs.Jobs.Jobs method) estimate_job_cost_from_external_prices() (edsl.jobs.Jobs.Jobs method) estimate_prompt_cost() (edsl.jobs.Jobs.Jobs static method) example() (edsl.agents.Agent.Agent class method) (edsl.Base.Base method) (edsl.data.Cache.Cache class method) (edsl.jobs.interviews.Interview.Interview class method) (edsl.jobs.Jobs.Jobs class method) (edsl.language_models.LanguageModel.LanguageModel class method) (edsl.language_models.ModelList.ModelList class method) (edsl.language_models.registry.Model class method) (edsl.prompts.Prompt.Prompt class method) (edsl.questions.derived.QuestionLikertFive.QuestionLikertFive class method) (edsl.questions.derived.QuestionLinearScale.QuestionLinearScale class method) (edsl.questions.derived.QuestionTopK.QuestionTopK class method) (edsl.questions.derived.QuestionYesNo.QuestionYesNo class method) (edsl.questions.QuestionBudget.QuestionBudget 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) (edsl.questions.QuestionList.QuestionList class method) (edsl.questions.QuestionMultipleChoice.QuestionMultipleChoice class method) (edsl.questions.QuestionNumerical.QuestionNumerical class method) (edsl.questions.QuestionRank.QuestionRank class method) (edsl.results.Result.Result class method) (edsl.results.Results.Results class method) (edsl.scenarios.FileStore.CSVFileStore class method) (edsl.scenarios.FileStore.FileStore class method) (edsl.scenarios.FileStore.HTMLFileStore class method) (edsl.scenarios.FileStore.PDFFileStore class method) (edsl.scenarios.FileStore.PNGFileStore class method) (edsl.scenarios.FileStore.SQLiteFileStore class method) (edsl.scenarios.Scenario.Scenario class method) (edsl.scenarios.ScenarioList.ScenarioList class method) (edsl.surveys.Survey.Survey class method) example_model() (edsl.questions.QuestionBase.QuestionBase class method) example_results() (edsl.questions.QuestionBase.QuestionBase class method) execute_model_call() (edsl.language_models.LanguageModel.LanguageModel method) expand() (edsl.scenarios.ScenarioList.ScenarioList method) export_sql_dump() (edsl.results.Results.Results method) EXTRACT (edsl.enums.QuestionType attribute) extract_item_from_raw_response() (in module edsl.language_models.LanguageModel) 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) FileStore (class in edsl.scenarios.FileStore) filter() (edsl.results.Results.Results method) (edsl.scenarios.ScenarioList.ScenarioList method) first() (edsl.results.Results.Results method) fix() (edsl.questions.QuestionBudget.BudgewResponseValidator method) (edsl.questions.QuestionCheckBox.CheckBoxResponseValidator method) (edsl.questions.QuestionExtract.ExtractResponseValidator method) (edsl.questions.QuestionFreeText.FreeTextResponseValidator method) (edsl.questions.QuestionList.ListResponseValidator method) (edsl.questions.QuestionMultipleChoice.MultipleChoiceResponseValidator method) (edsl.questions.QuestionNumerical.NumericalResponseValidator method) (edsl.questions.QuestionRank.RankResponseValidator method) fix_partial_correct_response() (in module edsl.utilities.utilities) FREE_TEXT (edsl.enums.QuestionType attribute) FreeTextResponse (class in edsl.questions.QuestionFreeText) FreeTextResponseValidator (class in edsl.questions.QuestionFreeText) from_csv() (edsl.scenarios.ScenarioList.ScenarioList class method) from_dict() (edsl.agents.Agent.Agent class method) (edsl.Base.Base method) (edsl.data.Cache.Cache class method) (edsl.jobs.Answers.Answers class method) (edsl.jobs.interviews.Interview.Interview class method) (edsl.jobs.Jobs.Jobs class method) (edsl.language_models.LanguageModel.LanguageModel class method) (edsl.language_models.ModelList.ModelList class method) (edsl.prompts.Prompt.Prompt class method) (edsl.questions.QuestionBase.QuestionBase class method) (edsl.results.Result.Result class method) (edsl.results.Results.Results class method) (edsl.scenarios.FileStore.FileStore class method) (edsl.scenarios.Scenario.Scenario class method) (edsl.scenarios.ScenarioList.ScenarioList class method) (edsl.surveys.Survey.Survey class method)

from_docx() (edsl.scenarios.Scenario.Scenario class method) from_excel() (edsl.scenarios.ScenarioList.ScenarioList class method) from_file() (edsl.scenarios.Scenario.Scenario class method) from_google_doc() (edsl.scenarios.ScenarioList.ScenarioList class method) from_google_sheet() (edsl.scenarios.ScenarioList.ScenarioList class method) from_image() (edsl.scenarios.Scenario.Scenario class method) from_interviews() (edsl.jobs.Jobs.Jobs class method) from_jsonl() (edsl.data.Cache.Cache class method) from_latex() (edsl.scenarios.ScenarioList.ScenarioList class method) from_list() (edsl.scenarios.ScenarioList.ScenarioList class method) from_local_cache() (edsl.data.Cache.Cache class method) from_names() (edsl.language_models.ModelList.ModelList class method) from_nested_dict() (edsl.scenarios.ScenarioList.ScenarioList class method) from_pandas() (edsl.scenarios.ScenarioList.ScenarioList class method) from_pdf() (edsl.scenarios.Scenario.Scenario class method) from_qsf() (edsl.surveys.Survey.Survey class method) from_sqlite() (edsl.scenarios.ScenarioList.ScenarioList class method) from_sqlite_db() (edsl.data.Cache.Cache class method) from_template() (edsl.prompts.Prompt.Prompt class method) from_txt() (edsl.prompts.Prompt.Prompt class method) from_url() (edsl.data.Cache.Cache class method) (edsl.scenarios.FileStore.FileStore class method) (edsl.scenarios.Scenario.Scenario class method) from_urls() (edsl.scenarios.ScenarioList.ScenarioList method) from_wikipedia() (edsl.scenarios.ScenarioList.ScenarioList class method) fromkeys() (edsl.results.Result.PromptDict class method) (edsl.results.Result.Result class method) function_name (edsl.questions.QuestionFunctional.QuestionFunctional attribute) function_source_code (edsl.questions.QuestionFunctional.QuestionFunctional attribute) FUNCTIONAL (edsl.enums.QuestionType attribute)

G

gen() (edsl.scenarios.ScenarioList.ScenarioList class method) gen_html_sandwich() (in module edsl.utilities.interface) gen_path_through_survey() (edsl.surveys.Survey.Survey method) generated_tokens (edsl.questions.QuestionBase.QuestionBase.ValidatedAnswer attribute) (edsl.questions.QuestionFreeText.FreeTextResponse attribute) get() (edsl.results.Result.PromptDict method) (edsl.results.Result.Result method) (edsl.surveys.Survey.Survey method) get_generated_token_string() (edsl.language_models.LanguageModel.LanguageModel class method) get_job() (edsl.surveys.Survey.Survey method) get_missing_api_keys() (edsl.jobs.Jobs.Jobs method) get_model_class() (in module edsl.language_models.registry)

get_multiline_textsize() (in module edsl.utilities.interface) get_question() (edsl.surveys.Survey.Survey method) get_registry() (edsl.Base.RegisterSubclassesMeta static method) get_response() (edsl.language_models.LanguageModel.LanguageModel method) get_themes() (edsl.results.Results.Results method) get_token_pricing() (in module edsl.enums) get_usage_dict() (edsl.language_models.LanguageModel.LanguageModel class method) get_value() (edsl.results.Result.Result method) ggplot2() (edsl.results.Results.Results method) give_valid_names() (edsl.scenarios.ScenarioList.ScenarioList method) GOOGLE (edsl.enums.InferenceServiceType attribute) GROQ (edsl.enums.InferenceServiceType attribute) group_by() (edsl.scenarios.ScenarioList.ScenarioList method)

H

handle_key_error() (in module edsl.language_models.LanguageModel) has_dynamic_traits_function (edsl.agents.Agent.Agent attribute) has_exceptions (edsl.jobs.interviews.Interview.Interview property) has_jinja_braces (edsl.scenarios.Scenario.Scenario property) (edsl.scenarios.ScenarioList.ScenarioList property) has_unfixed_exceptions (edsl.results.Results.Results property) has_valid_api_key() (edsl.language_models.LanguageModel.LanguageModel method) has_variables (edsl.prompts.Prompt.Prompt property) hash_value() (in module edsl.utilities.utilities) hashes (edsl.results.Results.Results property)

hello() (edsl.language_models.LanguageModel.LanguageModel method) html() (edsl.jobs.Jobs.Jobs method) (edsl.questions.QuestionBase.QuestionBase method) (edsl.results.Results.Results method) (edsl.scenarios.ScenarioList.ScenarioList method) (edsl.scenarios.ScenarioList.ScenarioListMixin method) HTMLFileStore (class in edsl.scenarios.FileStore) 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) instruction (edsl.agents.Agent.Agent attribute) Interview (class in edsl.jobs.interviews.Interview) interview_status (edsl.jobs.interviews.Interview.Interview property) interviews() (edsl.jobs.Jobs.Jobs method) invalid_examples (edsl.questions.QuestionBudget.BudgewResponseValidator attribute) (edsl.questions.QuestionCheckBox.CheckBoxResponseValidator attribute) (edsl.questions.QuestionExtract.ExtractResponseValidator attribute) (edsl.questions.QuestionFreeText.FreeTextResponseValidator attribute) (edsl.questions.QuestionList.ListResponseValidator attribute) (edsl.questions.QuestionMultipleChoice.MultipleChoiceResponseValidator attribute) (edsl.questions.QuestionNumerical.NumericalResponseValidator attribute) (edsl.questions.QuestionRank.RankResponseValidator 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) items() (edsl.data.Cache.Cache method) (edsl.results.Result.PromptDict method) (edsl.results.Result.Result method)

J

Jobs (class in edsl.jobs.Jobs)

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

K

keep() (edsl.scenarios.Scenario.Scenario method) (edsl.scenarios.ScenarioList.ScenarioList method) key_sequence (edsl.language_models.LanguageModel.LanguageModel attribute) key_to_data_type (edsl.results.Result.Result property)

keys() (edsl.Base.Base method) (edsl.data.Cache.Cache method) (edsl.results.Result.PromptDict method) (edsl.results.Result.Result method) (edsl.results.Results.Results method)

L

LanguageModel (class in edsl.language_models.LanguageModel) last_item_was_instruction (edsl.surveys.Survey.Survey property) leaves() (edsl.results.Result.Result method) (edsl.results.Results.Results method) LIKERT_FIVE (edsl.enums.QuestionType attribute)

LINEAR_SCALE (edsl.enums.QuestionType attribute) LIST (edsl.enums.QuestionType attribute) ListResponseValidator (class in edsl.questions.QuestionList) load() (edsl.Base.PersistenceMixin class method) (edsl.results.Result.Result class method) (edsl.results.Results.Results class method)

M

main() (in module edsl.jobs.Jobs) (in module edsl.surveys.Survey) 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_pseudo_index (edsl.surveys.Survey.Survey property) MAX_QUESTION_LENGTH (edsl.questions.settings.Settings attribute) merge_dicts() (in module edsl.utilities.utilities) Meta (class in edsl.language_models.registry) MIN_NUM_OPTIONS (edsl.questions.settings.Settings attribute) MISTRAL (edsl.enums.InferenceServiceType attribute) Model (class in edsl.language_models.registry) model_computed_fields (edsl.questions.QuestionFreeText.FreeTextResponse attribute) model_config (edsl.questions.QuestionFreeText.FreeTextResponse attribute) model_fields (edsl.questions.QuestionFreeText.FreeTextResponse attribute) model_keys (edsl.results.Results.Results property) ModelList (class in edsl.language_models.ModelList) models (edsl.jobs.Jobs.Jobs property) (edsl.results.Results.Results property) module edsl.agents.Agent edsl.Base edsl.coop edsl.data.Cache edsl.enums edsl.jobs.Answers edsl.jobs.buckets edsl.jobs.interviews.Interview edsl.jobs.Jobs edsl.jobs.tasks edsl.language_models.LanguageModel edsl.language_models.ModelList edsl.language_models.registry edsl.prompts.Prompt edsl.questions.derived.QuestionLikertFive edsl.questions.derived.QuestionLinearScale edsl.questions.derived.QuestionTopK edsl.questions.derived.QuestionYesNo edsl.questions.QuestionBase edsl.questions.QuestionBudget edsl.questions.QuestionCheckBox edsl.questions.QuestionExtract edsl.questions.QuestionFreeText edsl.questions.QuestionFunctional edsl.questions.QuestionList edsl.questions.QuestionMultipleChoice edsl.questions.QuestionNumerical edsl.questions.QuestionRank edsl.questions.settings edsl.results.Result edsl.results.Results edsl.scenarios.FileStore edsl.scenarios.Scenario edsl.scenarios.ScenarioList edsl.surveys.Survey edsl.utilities.decorators edsl.utilities.interface edsl.utilities.utilities

move_question() (edsl.surveys.Survey.Survey method) MULTIPLE_CHOICE (edsl.enums.QuestionType attribute) MultipleChoiceResponseValidator (class in edsl.questions.QuestionMultipleChoice) mutate() (edsl.results.Results.Results method) (edsl.scenarios.ScenarioList.ScenarioList method)

N

name (edsl.agents.Agent.Agent attribute) (edsl.questions.QuestionBase.QuestionBase property) names (edsl.language_models.ModelList.ModelList property) needs_external_llms() (edsl.jobs.Jobs.Jobs method) new_entries_cache() (edsl.data.Cache.Cache method)

next_question() (edsl.surveys.Survey.Survey method) num_observations() (edsl.results.Results.Results method) (edsl.scenarios.ScenarioList.ScenarioList method) (edsl.scenarios.ScenarioList.ScenarioListMixin method) NUMERICAL (edsl.enums.QuestionType attribute) NumericalResponseValidator (class in edsl.questions.QuestionNumerical)

O

OLLAMA (edsl.enums.InferenceServiceType attribute) open() (edsl.scenarios.FileStore.FileStore method) open_compressed_file() (edsl.Base.PersistenceMixin static method) (edsl.results.Result.Result static method) (edsl.results.Results.Results static method)

open_regular_file() (edsl.Base.PersistenceMixin static method) (edsl.results.Result.Result static method) (edsl.results.Results.Results static method) OPENAI (edsl.enums.InferenceServiceType attribute) order_by() (edsl.results.Results.Results method) (edsl.scenarios.ScenarioList.ScenarioList method)

P

parameters (edsl.scenarios.ScenarioList.ScenarioList property) (edsl.surveys.Survey.Survey property) parameters_by_question (edsl.surveys.Survey.Survey property) parse_response() (edsl.language_models.LanguageModel.LanguageModel class method) patch() (edsl.Base.PersistenceMixin class method) (edsl.results.Result.Result class method) (edsl.results.Results.Results class method) PDFFileStore (class in edsl.scenarios.FileStore) PersistenceMixin (class in edsl.Base) piping_dag (edsl.surveys.Survey.Survey property) pivot() (edsl.scenarios.ScenarioList.ScenarioList method) PNGFileStore (class in edsl.scenarios.FileStore) poll_remote_inference_job() (edsl.jobs.Jobs.Jobs method) pop() (edsl.results.Result.PromptDict method) (edsl.results.Result.Result method) popitem() (edsl.results.Result.PromptDict method) (edsl.results.Result.Result method) PreserveUndefined (class in edsl.prompts.Prompt) print() (edsl.agents.Agent.Agent method) (edsl.Base.RichPrintingMixin method) (edsl.jobs.Jobs.Jobs method) (edsl.language_models.LanguageModel.LanguageModel method) (edsl.questions.QuestionBase.QuestionBase method) (edsl.results.Result.Result method) (edsl.results.Results.Results method) (edsl.scenarios.Scenario.Scenario method) (edsl.scenarios.ScenarioList.ScenarioList method) (edsl.scenarios.ScenarioList.ScenarioListMixin method) (edsl.surveys.Survey.Survey 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_long() (edsl.results.Results.Results method) (edsl.scenarios.ScenarioList.ScenarioList method) (edsl.scenarios.ScenarioList.ScenarioListMixin method) 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) problem_keys (edsl.results.Result.Result property) Prompt (class in edsl.prompts.Prompt) prompt() (edsl.agents.Agent.Agent method) prompt_attributes() (edsl.prompts.Prompt.Prompt class method) PromptDict (class in edsl.results.Result) prompts() (edsl.jobs.Jobs.Jobs method) pull() (edsl.Base.PersistenceMixin class method) (edsl.results.Result.Result class method) (edsl.results.Results.Results class method) (edsl.scenarios.FileStore.FileStore class method) push() (edsl.Base.PersistenceMixin method) (edsl.results.Result.Result method) (edsl.results.Results.Results method) (edsl.scenarios.FileStore.FileStore method)

Q

question_html_content (edsl.questions.QuestionBudget.QuestionBudget property) (edsl.questions.QuestionCheckBox.QuestionCheckBox property) (edsl.questions.QuestionExtract.QuestionExtract property) (edsl.questions.QuestionFreeText.QuestionFreeText property) (edsl.questions.QuestionFunctional.QuestionFunctional property) (edsl.questions.QuestionList.QuestionList property) (edsl.questions.QuestionMultipleChoice.QuestionMultipleChoice property) (edsl.questions.QuestionNumerical.QuestionNumerical property) (edsl.questions.QuestionRank.QuestionRank property) question_name (edsl.questions.QuestionBase.QuestionBase attribute) (edsl.questions.QuestionFreeText.QuestionFreeText attribute) (edsl.questions.QuestionFunctional.QuestionFunctional attribute) question_name_to_index (edsl.surveys.Survey.Survey property) question_names (edsl.results.Results.Results property) (edsl.surveys.Survey.Survey property) question_names_to_questions() (edsl.surveys.Survey.Survey method) question_options (edsl.questions.derived.QuestionTopK.QuestionTopK attribute) question_text (edsl.questions.QuestionBase.QuestionBase attribute) (edsl.questions.QuestionFreeText.QuestionFreeText attribute) (edsl.questions.QuestionFunctional.QuestionFunctional attribute)

QuestionBase (class in edsl.questions.QuestionBase) QuestionBase.ValidatedAnswer (class in edsl.questions.QuestionBase) QuestionBudget (class in edsl.questions.QuestionBudget) QuestionCheckBox (class in edsl.questions.QuestionCheckBox) QuestionExtract (class in edsl.questions.QuestionExtract) QuestionFreeText (class in edsl.questions.QuestionFreeText) QuestionFunctional (class in edsl.questions.QuestionFunctional) QuestionLikertFive (class in edsl.questions.derived.QuestionLikertFive) QuestionLinearScale (class in edsl.questions.derived.QuestionLinearScale) QuestionList (class in edsl.questions.QuestionList) QuestionMultipleChoice (class in edsl.questions.QuestionMultipleChoice) QuestionNumerical (class in edsl.questions.QuestionNumerical) QuestionRank (class in edsl.questions.QuestionRank) questions (edsl.surveys.Survey.Survey attribute) QuestionTopK (class in edsl.questions.derived.QuestionTopK) QuestionType (class in edsl.enums) QuestionYesNo (class in edsl.questions.derived.QuestionYesNo)

R

raise_validation_errors (edsl.jobs.Jobs.Jobs property) random() (in module edsl.language_models.registry) random_string() (in module edsl.utilities.utilities) random_survey() (edsl.surveys.Survey.Survey class method) RANK (edsl.enums.QuestionType attribute) RankResponseValidator (class in edsl.questions.QuestionRank) recode() (edsl.results.Results.Results method) recombined_questions_and_instructions() (edsl.surveys.Survey.Survey method) RegisterSubclassesMeta (class in edsl.Base) relevant_columns() (edsl.results.Results.Results method) (edsl.scenarios.ScenarioList.ScenarioList method) (edsl.scenarios.ScenarioList.ScenarioListMixin method) relevant_instructions() (edsl.surveys.Survey.Survey method) relevant_instructions_dict (edsl.surveys.Survey.Survey property) remote_async_execute_model_call() (edsl.language_models.LanguageModel.LanguageModel method) remote_cache_clear() (edsl.coop.coop.Coop method) remote_cache_clear_log() (edsl.coop.coop.Coop method) remote_cache_create() (edsl.coop.coop.Coop method) remote_cache_create_many() (edsl.coop.coop.Coop method) remote_cache_get() (edsl.coop.coop.Coop method) remote_inference_cost() (edsl.coop.coop.Coop method) remote_inference_create() (edsl.coop.coop.Coop method) remote_inference_get() (edsl.coop.coop.Coop method) remove_direct_question_answering_method() (edsl.agents.Agent.Agent method) remove_edsl_version() (in module edsl.utilities.decorators) remove_trait() (edsl.agents.Agent.Agent method) rename() (edsl.agents.Agent.Agent method) (edsl.results.Results.Results method) (edsl.scenarios.Scenario.Scenario method) (edsl.scenarios.ScenarioList.ScenarioList method) render() (edsl.prompts.Prompt.Prompt method) repair_json() (in module edsl.utilities.utilities) replace_missing_answers_with_none() (edsl.jobs.Answers.Answers method) REPLICATE (edsl.enums.InferenceServiceType attribute) replicate() (edsl.scenarios.Scenario.Scenario method) required_params (edsl.questions.QuestionCheckBox.CheckBoxResponseValidator attribute) (edsl.questions.QuestionExtract.ExtractResponseValidator attribute) (edsl.questions.QuestionFreeText.FreeTextResponseValidator attribute) (edsl.questions.QuestionList.ListResponseValidator attribute) (edsl.questions.QuestionMultipleChoice.MultipleChoiceResponseValidator attribute) (edsl.questions.QuestionNumerical.NumericalResponseValidator attribute) (edsl.questions.QuestionRank.RankResponseValidator attribute)

response_model (edsl.questions.QuestionBase.QuestionBase property) response_validator (edsl.questions.QuestionBase.QuestionBase property) response_validator_class (edsl.questions.QuestionBudget.QuestionBudget attribute) (edsl.questions.QuestionCheckBox.QuestionCheckBox attribute) (edsl.questions.QuestionExtract.QuestionExtract attribute) (edsl.questions.QuestionFreeText.QuestionFreeText attribute) (edsl.questions.QuestionFunctional.QuestionFunctional attribute) (edsl.questions.QuestionList.QuestionList attribute) (edsl.questions.QuestionMultipleChoice.QuestionMultipleChoice attribute) (edsl.questions.QuestionNumerical.QuestionNumerical attribute) (edsl.questions.QuestionRank.QuestionRank attribute) Result (class in edsl.results.Result) Results (class in edsl.results.Results) rich_print() (edsl.agents.Agent.Agent method) (edsl.Base.Base method) (edsl.data.Cache.Cache method) (edsl.jobs.Answers.Answers method) (edsl.jobs.Jobs.Jobs method) (edsl.language_models.LanguageModel.LanguageModel method) (edsl.language_models.ModelList.ModelList method) (edsl.prompts.Prompt.Prompt method) (edsl.questions.QuestionBase.QuestionBase method) (edsl.results.Result.PromptDict method) (edsl.results.Result.Result method) (edsl.results.Results.Results method) (edsl.scenarios.Scenario.Scenario method) (edsl.scenarios.ScenarioList.ScenarioList method) (edsl.surveys.Survey.Survey method) RichPrintingMixin (class in edsl.Base) rows() (edsl.results.Result.Result method) RPM (edsl.language_models.LanguageModel.LanguageModel property) rpm (edsl.language_models.LanguageModel.LanguageModel property) run() (edsl.jobs.Jobs.Jobs method) (edsl.questions.QuestionBase.QuestionBase method) (edsl.surveys.Survey.Survey method) run_async() (edsl.jobs.Jobs.Jobs method) (edsl.questions.QuestionBase.QuestionBase method) (edsl.surveys.Survey.Survey method) run_example() (edsl.questions.QuestionBase.QuestionBase class method)

S

sample() (edsl.results.Results.Results method) (edsl.scenarios.ScenarioList.ScenarioList method) save() (edsl.Base.PersistenceMixin method) (edsl.results.Result.Result method) (edsl.results.Results.Results method) Scenario (class in edsl.scenarios.Scenario) scenario_attributes (edsl.surveys.Survey.Survey property) scenario_keys (edsl.results.Results.Results property) ScenarioList (class in edsl.scenarios.ScenarioList) ScenarioListMixin (class in edsl.scenarios.ScenarioList) scenarios (edsl.jobs.Jobs.Jobs property) (edsl.results.Results.Results property) score() (edsl.results.Result.Result method) (edsl.results.Results.Results method) search() (edsl.Base.PersistenceMixin class method) (edsl.results.Result.Result class method) (edsl.results.Results.Results class method) select() (edsl.agents.Agent.Agent method) (edsl.results.Results.Results method) (edsl.scenarios.Scenario.Scenario method) (edsl.scenarios.ScenarioList.ScenarioList method) services() (edsl.language_models.registry.Model class method) set_full_memory_mode() (edsl.surveys.Survey.Survey method) set_key_lookup() (edsl.language_models.LanguageModel.LanguageModel method) set_lagged_memory() (edsl.surveys.Survey.Survey method) set_rate_limits() (edsl.language_models.LanguageModel.LanguageModel method) setdefault() (edsl.results.Result.PromptDict method) (edsl.results.Result.Result method)

Settings (class in edsl.questions.settings) shorten_string() (in module edsl.utilities.utilities) shortname_proposal() (in module edsl.utilities.utilities) show_exceptions() (edsl.results.Results.Results method) show_methods() (edsl.Base.Base method) (edsl.results.Result.Result method) (edsl.results.Results.Results method) show_prompts() (edsl.jobs.Jobs.Jobs method) (edsl.surveys.Survey.Survey method) show_rules() (edsl.surveys.Survey.Survey method) show_schema() (edsl.results.Results.Results method) shuffle() (edsl.results.Results.Results method) (edsl.scenarios.ScenarioList.ScenarioList method) simple_ask() (edsl.language_models.LanguageModel.LanguageModel method) simulate() (edsl.surveys.Survey.Survey method) simulate_results() (edsl.surveys.Survey.Survey method) size (edsl.scenarios.FileStore.FileStore property) skip_retry (edsl.jobs.Jobs.Jobs property) sort_by() (edsl.results.Results.Results method) split() (edsl.scenarios.ScenarioList.ScenarioList method) sql() (edsl.results.Results.Results method) SQLiteFileStore (class in edsl.scenarios.FileStore) store() (edsl.data.Cache.Cache method) sub_dicts (edsl.results.Result.Result property) Survey (class in edsl.surveys.Survey) sync_wrapper() (in module edsl.utilities.decorators)

T

tally() (edsl.results.Results.Results method) (edsl.scenarios.ScenarioList.ScenarioList method) (edsl.scenarios.ScenarioList.ScenarioListMixin method) task_status_logs (edsl.jobs.interviews.Interview.Interview property) template_variables() (edsl.prompts.Prompt.Prompt method) TEST (edsl.enums.InferenceServiceType attribute) text (edsl.prompts.Prompt.Prompt property) text_to_shortname() (in module edsl.utilities.utilities) textify() (edsl.surveys.Survey.Survey method) time_all_functions() (in module edsl.utilities.utilities) time_it() (in module edsl.utilities.utilities) times() (edsl.scenarios.ScenarioList.ScenarioList method) to_agent_list() (edsl.results.Results.Results method) (edsl.scenarios.ScenarioList.ScenarioList method) (edsl.scenarios.ScenarioList.ScenarioListMixin method) to_csv() (edsl.results.Results.Results method) (edsl.scenarios.ScenarioList.ScenarioList method) (edsl.scenarios.ScenarioList.ScenarioListMixin method) (edsl.surveys.Survey.Survey method) to_dataset() (edsl.scenarios.ScenarioList.ScenarioList method) to_dict() (edsl.agents.Agent.Agent method) (edsl.Base.Base method) (edsl.data.Cache.Cache method) (edsl.jobs.Answers.Answers method) (edsl.jobs.interviews.Interview.Interview method) (edsl.jobs.Jobs.Jobs method) (edsl.language_models.LanguageModel.LanguageModel method) (edsl.language_models.ModelList.ModelList method) (edsl.prompts.Prompt.Prompt method) (edsl.questions.QuestionBase.QuestionBase method) (edsl.questions.QuestionFunctional.QuestionFunctional method) (edsl.results.Result.Result method) (edsl.results.Results.Results method) (edsl.scenarios.Scenario.Scenario method) (edsl.scenarios.ScenarioList.ScenarioList method) (edsl.surveys.Survey.Survey method)

to_dicts() (edsl.results.Results.Results method) (edsl.scenarios.ScenarioList.ScenarioList method) (edsl.scenarios.ScenarioList.ScenarioListMixin method) to_html() (edsl.data.Cache.Cache method) to_jobs() (edsl.surveys.Survey.Survey method) to_json() (edsl.Base.Base method) (edsl.results.Result.Result method) (edsl.results.Results.Results method) to_key_value() (edsl.scenarios.ScenarioList.ScenarioList method) to_list() (edsl.results.Results.Results method) (edsl.scenarios.ScenarioList.ScenarioList method) (edsl.scenarios.ScenarioList.ScenarioListMixin method) to_pandas() (edsl.results.Results.Results method) (edsl.scenarios.ScenarioList.ScenarioList method) (edsl.scenarios.ScenarioList.ScenarioListMixin method) to_scenario_list() (edsl.data.Cache.Cache method) (edsl.results.Results.Results method) (edsl.scenarios.ScenarioList.ScenarioList method) (edsl.scenarios.ScenarioList.ScenarioListMixin method) to_survey() (edsl.questions.QuestionBase.QuestionBase method) to_tempfile() (edsl.scenarios.FileStore.FileStore method) TOGETHER (edsl.enums.InferenceServiceType attribute) token_usage (edsl.jobs.interviews.Interview.Interview property) TokenPricing (class in edsl.enums) TOP_K (edsl.enums.QuestionType attribute) TPM (edsl.language_models.LanguageModel.LanguageModel property) tpm (edsl.language_models.LanguageModel.LanguageModel property) traits (edsl.agents.Agent.Agent property) transform() (edsl.scenarios.ScenarioList.ScenarioList method) translate_traits() (edsl.agents.Agent.Agent method) tree() (edsl.results.Results.Results method)

U

undefined_template_variables() (edsl.prompts.Prompt.Prompt method) unique() (edsl.scenarios.ScenarioList.ScenarioList method) unpack_dict() (edsl.scenarios.ScenarioList.ScenarioList method) unpivot() (edsl.scenarios.ScenarioList.ScenarioList method) unused_traits() (edsl.prompts.Prompt.Prompt method) update() (edsl.results.Result.PromptDict method) (edsl.results.Result.Result method)

upload_google() (edsl.scenarios.FileStore.FileStore method) use_remote_cache() (edsl.jobs.Jobs.Jobs method) use_remote_inference() (edsl.jobs.Jobs.Jobs method) user_has_all_model_keys() (edsl.jobs.Jobs.Jobs method) user_has_ep_api_key() (edsl.jobs.Jobs.Jobs method)

V

valid_examples (edsl.questions.QuestionBudget.BudgewResponseValidator attribute) (edsl.questions.QuestionCheckBox.CheckBoxResponseValidator attribute) (edsl.questions.QuestionExtract.ExtractResponseValidator attribute) (edsl.questions.QuestionFreeText.FreeTextResponseValidator attribute) (edsl.questions.QuestionList.ListResponseValidator attribute) (edsl.questions.QuestionMultipleChoice.MultipleChoiceResponseValidator attribute) (edsl.questions.QuestionNumerical.NumericalResponseValidator attribute) (edsl.questions.QuestionRank.RankResponseValidator attribute) valid_json() (in module edsl.utilities.utilities) ValidatedString (class in edsl.surveys.Survey) validator_parameters (edsl.questions.QuestionBase.QuestionBase property) values() (edsl.Base.Base method) (edsl.data.Cache.Cache method) (edsl.results.Result.PromptDict method) (edsl.results.Result.Result method) (edsl.results.Results.Results method)

view() (edsl.data.Cache.Cache method) (edsl.scenarios.FileStore.CSVFileStore method) (edsl.scenarios.FileStore.FileStore method) (edsl.scenarios.FileStore.HTMLFileStore method) (edsl.scenarios.FileStore.PDFFileStore method) (edsl.scenarios.FileStore.PNGFileStore method) (edsl.scenarios.FileStore.SQLiteFileStore method) (edsl.utilities.utilities.HTMLSnippet method) view_html() (in module edsl.utilities.interface) view_pdf() (in module edsl.scenarios.FileStore)

W

write() (edsl.data.Cache.Cache method) write_api_key_to_env() (in module edsl.utilities.utilities)

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

Y

YES_NO (edsl.enums.QuestionType attribute)