Index

A

add_model() (rupsycho.mixins.model_managing.ModelManagementMixin method) add_persona() (rupsycho.mixins.persona_managing.PersonaManagementMixin method) age (rupsycho.models.questionnaire.DemographicAttributes attribute), [1] alazy_load() (rupsycho.reader.ExperimentLoader method) alazy_load_from_dicts() (rupsycho.reader.ExperimentLoader method) answer_options (rupsycho.models.instruction.InstructionItem attribute) (rupsycho.models.questionnaire.InstructionItem attribute), [1] AnswerOption (class in rupsycho.models.instruction) (class in rupsycho.models.questionnaire) answers (rupsycho.models.questionnaire.InstructionItem attribute) api_key (rupsycho.models.model.OpenAIModelConfig attribute) apologies_parser (rupsycho.parsers.validators.ValidatorParser attribute)

ApologiesValidatorParser (class in rupsycho.parsers.validators) arbitrary_types_allowed (rupsycho.experiment.ExperimentDocument.Config attribute) (rupsycho.experiment_collection.ExperimentCollection.Config attribute) (rupsycho.models.model.LocalHuggingFaceModelConfig.Config attribute) (rupsycho.models.model.OllamaModelConfig.Config attribute) (rupsycho.models.model.OpenAIModelConfig.Config attribute) (rupsycho.models.model.RemoteHuggingFaceModelConfig.Config attribute) (rupsycho.models.profile.DemographicProfile.Config attribute) attributes (rupsycho.models.profile.DemographicProfile attribute) (rupsycho.models.questionnaire.DemographicProfile attribute) (rupsycho.models.questionnaire.InstructionItem attribute), [1] (rupsycho.models.questionnaire.Questionnaire attribute)

B

base_url (rupsycho.models.model.OllamaModelConfig attribute) (rupsycho.models.model.OpenAIModelConfig attribute) BasicCleaner (class in rupsycho.parsers.cleaners)

BasicParser (class in rupsycho.parser) being_ai_parser (rupsycho.parsers.validators.ValidatorParser attribute) BeingAiValidatorParser (class in rupsycho.parsers.validators)

C

cache_dir (rupsycho.models.model.LocalHuggingFaceModelConfig attribute) clear_models() (rupsycho.mixins.model_managing.ModelManagementMixin method) clear_personas() (rupsycho.mixins.persona_managing.PersonaManagementMixin method)

count_models() (rupsycho.mixins.model_managing.ModelManagementMixin method) create_all_chains() (rupsycho.mixins.experiment_processing.ExperimentProcessingMixin method) create_chain() (rupsycho.mixins.experiment_processing.ExperimentProcessingMixin method) create_input_dict() (rupsycho.mixins.experiment_processing.ExperimentProcessingMixin method)

D

default_answer_options (rupsycho.models.questionnaire.Questionnaire attribute), [1] definition (rupsycho.models.model.LangChainModelConfig attribute) demographic_profiles (rupsycho.experiment.ExperimentDocument attribute) (rupsycho.models.questionnaire.Questionnaire attribute), [1] DemographicAttributes (class in rupsycho.models.questionnaire) DemographicAttributes.Config (class in rupsycho.models.questionnaire)

DemographicProfile (class in rupsycho.models.profile) (class in rupsycho.models.questionnaire) DemographicProfile.Config (class in rupsycho.models.profile) (class in rupsycho.models.questionnaire) description (rupsycho.experiment.ExperimentDocument attribute) device (rupsycho.models.model.LocalHuggingFaceModelConfig attribute)

E

example_experiment_bfi() (in module rupsycho) experiment_from_dict() (in module rupsycho) experiment_from_file() (in module rupsycho) ExperimentCollection (class in rupsycho.experiment_collection) ExperimentCollection.Config (class in rupsycho.experiment_collection) ExperimentDocument (class in rupsycho.experiment) ExperimentDocument.Config (class in rupsycho.experiment) ExperimentExportMixin (class in rupsycho.mixins.experiment_exporting)

ExperimentLoader (class in rupsycho.reader) ExperimentProcessingMixin (class in rupsycho.mixins.experiment_processing) experiments (rupsycho.experiment_collection.ExperimentCollection attribute) experiments_from_dicts() (in module rupsycho) experiments_from_files() (in module rupsycho) export_to_file() (rupsycho.mixins.experiment_exporting.ExperimentExportMixin method) extra (rupsycho.models.profile.DemographicProfile.Config attribute) (rupsycho.models.questionnaire.DemographicAttributes.Config attribute) (rupsycho.models.questionnaire.DemographicProfile.Config attribute)

F

fast (rupsycho.parsers.cleaners.PromptRemovalCleaner attribute)

G

general_instruction (rupsycho.models.questionnaire.Questionnaire attribute), [1] get_all_runnable_models() (rupsycho.mixins.model_managing.ModelManagementMixin method) get_answers() (rupsycho.mixins.experiment_exporting.ExperimentExportMixin method) get_answers_as_dataframe() (rupsycho.mixins.experiment_exporting.ExperimentExportMixin method) get_default_model() (in module rupsycho.mixins.experiment_processing)

get_lc_namespace() (rupsycho.experiment_collection.ExperimentCollection class method) get_model() (rupsycho.mixins.model_managing.ModelManagementMixin method) get_number_of_questions() (rupsycho.models.questionnaire.Questionnaire method), [1] get_persona() (rupsycho.mixins.persona_managing.PersonaManagementMixin method) get_prompt() (rupsycho.mixins.prompt_managing.PromptTemplateMixin method) get_prompt_config() (rupsycho.mixins.prompt_managing.PromptTemplateMixin method)

H

has_model() (rupsycho.mixins.model_managing.ModelManagementMixin method)

has_prompt() (rupsycho.mixins.prompt_managing.PromptTemplateMixin method) huggingfacehub_api_token (rupsycho.models.model.RemoteHuggingFaceModelConfig attribute)

I

ignored_for_scale (rupsycho.models.instruction.AnswerOption attribute) (rupsycho.models.questionnaire.AnswerOption attribute), [1] initialize_answers_if_needed() (rupsycho.mixins.experiment_processing.ExperimentProcessingMixin method)

instruction_items (rupsycho.models.questionnaire.Questionnaire attribute), [1] InstructionItem (class in rupsycho.models.instruction) (class in rupsycho.models.questionnaire) is_lc_serializable() (rupsycho.experiment_collection.ExperimentCollection class method)

L

LangChainModelConfig (class in rupsycho.models.model) lazy_load() (rupsycho.reader.ExperimentLoader method) lazy_load_from_dicts() (rupsycho.reader.ExperimentLoader method) list_models() (rupsycho.mixins.model_managing.ModelManagementMixin method) list_personas() (rupsycho.mixins.persona_managing.PersonaManagementMixin method) load_model() (rupsycho.mixins.model_managing.ModelManagementMixin method) (rupsycho.models.model.LangChainModelConfig method) (rupsycho.models.model.LocalHuggingFaceModelConfig method) (rupsycho.models.model.OllamaModelConfig method) (rupsycho.models.model.OpenAIModelConfig method) (rupsycho.models.model.RemoteHuggingFaceModelConfig method)

load_prompt() (rupsycho.mixins.prompt_managing.PromptTemplateMixin method) LocalHuggingFaceModelConfig (class in rupsycho.models.model) LocalHuggingFaceModelConfig.Config (class in rupsycho.models.model)

M

metadata (rupsycho.experiment.ExperimentDocument attribute) model (rupsycho.models.model.OllamaModelConfig attribute) (rupsycho.models.model.OpenAIModelConfig attribute) model_computed_fields (rupsycho.models.instruction.AnswerOption attribute) (rupsycho.models.instruction.InstructionItem attribute) (rupsycho.models.model.LangChainModelConfig attribute) (rupsycho.models.model.LocalHuggingFaceModelConfig attribute) (rupsycho.models.model.OllamaModelConfig attribute) (rupsycho.models.model.OpenAIModelConfig attribute) (rupsycho.models.model.RemoteHuggingFaceModelConfig attribute) (rupsycho.models.profile.DemographicProfile attribute) (rupsycho.models.questionnaire.AnswerOption attribute) (rupsycho.models.questionnaire.DemographicAttributes attribute) (rupsycho.models.questionnaire.DemographicProfile attribute) (rupsycho.models.questionnaire.InstructionItem attribute) (rupsycho.models.questionnaire.Questionnaire attribute) model_config (rupsycho.models.instruction.AnswerOption attribute) (rupsycho.models.instruction.InstructionItem attribute) (rupsycho.models.model.LangChainModelConfig attribute) (rupsycho.models.model.LocalHuggingFaceModelConfig attribute) (rupsycho.models.model.OllamaModelConfig attribute) (rupsycho.models.model.OpenAIModelConfig attribute) (rupsycho.models.model.RemoteHuggingFaceModelConfig attribute) (rupsycho.models.profile.DemographicProfile attribute) (rupsycho.models.questionnaire.AnswerOption attribute) (rupsycho.models.questionnaire.DemographicAttributes attribute) (rupsycho.models.questionnaire.DemographicProfile attribute) (rupsycho.models.questionnaire.InstructionItem attribute) (rupsycho.models.questionnaire.Questionnaire attribute) model_dump() (rupsycho.mixins.experiment_exporting.ExperimentExportMixin method) model_fields (rupsycho.models.instruction.AnswerOption attribute) (rupsycho.models.instruction.InstructionItem attribute) (rupsycho.models.model.LangChainModelConfig attribute) (rupsycho.models.model.LocalHuggingFaceModelConfig attribute) (rupsycho.models.model.OllamaModelConfig attribute) (rupsycho.models.model.OpenAIModelConfig attribute) (rupsycho.models.model.RemoteHuggingFaceModelConfig attribute) (rupsycho.models.profile.DemographicProfile attribute) (rupsycho.models.questionnaire.AnswerOption attribute) (rupsycho.models.questionnaire.DemographicAttributes attribute) (rupsycho.models.questionnaire.DemographicProfile attribute) (rupsycho.models.questionnaire.InstructionItem attribute) (rupsycho.models.questionnaire.Questionnaire attribute)

ModelManagementMixin (class in rupsycho.mixins.model_managing) models (rupsycho.experiment.ExperimentDocument attribute) module rupsycho rupsycho.experiment rupsycho.experiment_collection rupsycho.mixins.experiment_exporting rupsycho.mixins.experiment_processing rupsycho.mixins.model_managing rupsycho.mixins.persona_managing rupsycho.mixins.prompt_managing rupsycho.models.instruction rupsycho.models.model rupsycho.models.profile rupsycho.models.questionnaire rupsycho.parser rupsycho.parsers.cleaners rupsycho.parsers.judges rupsycho.parsers.validators rupsycho.reader MultipleChoiceParser (class in rupsycho.parsers.judges)

N

name (rupsycho.experiment.ExperimentDocument attribute) (rupsycho.models.questionnaire.DemographicAttributes attribute), [1] (rupsycho.models.questionnaire.Questionnaire attribute), [1]

name_or_path (rupsycho.models.model.LocalHuggingFaceModelConfig attribute)

O

OllamaModelConfig (class in rupsycho.models.model) OllamaModelConfig.Config (class in rupsycho.models.model)

OpenAIModelConfig (class in rupsycho.models.model) OpenAIModelConfig.Config (class in rupsycho.models.model) organization (rupsycho.models.model.OpenAIModelConfig attribute)

P

parameters (rupsycho.experiment.ExperimentDocument attribute) (rupsycho.models.model.LangChainModelConfig attribute) (rupsycho.models.model.LocalHuggingFaceModelConfig attribute) (rupsycho.models.model.OllamaModelConfig attribute) (rupsycho.models.model.OpenAIModelConfig attribute) (rupsycho.models.model.RemoteHuggingFaceModelConfig attribute) parse() (rupsycho.parser.BasicParser method) (rupsycho.parsers.cleaners.BasicCleaner method) (rupsycho.parsers.cleaners.PromptRemovalCleaner method) (rupsycho.parsers.judges.MultipleChoiceParser method) (rupsycho.parsers.validators.ApologiesValidatorParser method) (rupsycho.parsers.validators.BeingAiValidatorParser method) (rupsycho.parsers.validators.RefusalValidatorParser method) (rupsycho.parsers.validators.ValidatorParser method)

PersonaManagementMixin (class in rupsycho.mixins.persona_managing) possible_answers (rupsycho.parsers.judges.MultipleChoiceParser attribute) print_questionnaire() (rupsycho.models.questionnaire.Questionnaire method) process_single_experiment() (rupsycho.mixins.experiment_processing.ExperimentProcessingMixin method) prompt (rupsycho.parsers.cleaners.PromptRemovalCleaner attribute) prompt_template (rupsycho.experiment.ExperimentDocument attribute) (rupsycho.models.model.LangChainModelConfig attribute) (rupsycho.models.model.LocalHuggingFaceModelConfig attribute) (rupsycho.models.model.OllamaModelConfig attribute) (rupsycho.models.model.OpenAIModelConfig attribute) PromptRemovalCleaner (class in rupsycho.parsers.cleaners) PromptTemplateMixin (class in rupsycho.mixins.prompt_managing)

Q

question (rupsycho.models.instruction.InstructionItem attribute) (rupsycho.models.questionnaire.InstructionItem attribute), [1]

Questionnaire (class in rupsycho.models.questionnaire) questionnaire (rupsycho.experiment.ExperimentDocument attribute)

R

refusal_parser (rupsycho.parsers.validators.ValidatorParser attribute) RefusalValidatorParser (class in rupsycho.parsers.validators) RemoteHuggingFaceModelConfig (class in rupsycho.models.model) RemoteHuggingFaceModelConfig.Config (class in rupsycho.models.model) remove_model() (rupsycho.mixins.model_managing.ModelManagementMixin method) remove_persona() (rupsycho.mixins.persona_managing.PersonaManagementMixin method) replace_model() (rupsycho.mixins.model_managing.ModelManagementMixin method) repo_id (rupsycho.models.model.RemoteHuggingFaceModelConfig attribute) reset_prompt() (rupsycho.mixins.prompt_managing.PromptTemplateMixin method) reversed (rupsycho.models.instruction.AnswerOption attribute) (rupsycho.models.questionnaire.InstructionItem attribute), [1] revision (rupsycho.models.model.LocalHuggingFaceModelConfig attribute) run() (rupsycho.mixins.experiment_processing.ExperimentProcessingMixin method) run_all() (rupsycho.experiment_collection.ExperimentCollection method) runnable_models (rupsycho.experiment.ExperimentDocument attribute) runnable_parser (rupsycho.experiment.ExperimentDocument attribute) runnable_prompt (rupsycho.experiment.ExperimentDocument attribute) rupsycho module rupsycho.experiment module rupsycho.experiment_collection module rupsycho.mixins.experiment_exporting module

rupsycho.mixins.experiment_processing module rupsycho.mixins.model_managing module rupsycho.mixins.persona_managing module rupsycho.mixins.prompt_managing module rupsycho.models.instruction module rupsycho.models.model module rupsycho.models.profile module rupsycho.models.questionnaire module rupsycho.parser module rupsycho.parsers.cleaners module rupsycho.parsers.judges module rupsycho.parsers.validators module rupsycho.reader module

S

set_parser() (rupsycho.experiment.ExperimentDocument method) set_prompt() (rupsycho.mixins.prompt_managing.PromptTemplateMixin method) set_prompt_config() (rupsycho.mixins.prompt_managing.PromptTemplateMixin method)

set_questionnaire() (rupsycho.experiment.ExperimentDocument method) set_runnable_models() (rupsycho.mixins.model_managing.ModelManagementMixin method) similarity_threshold (rupsycho.parsers.cleaners.PromptRemovalCleaner attribute)

T

task (rupsycho.models.model.LocalHuggingFaceModelConfig attribute) (rupsycho.models.model.RemoteHuggingFaceModelConfig attribute) template (rupsycho.models.profile.DemographicProfile attribute) (rupsycho.models.questionnaire.DemographicProfile attribute) text (rupsycho.models.instruction.AnswerOption attribute) (rupsycho.models.questionnaire.AnswerOption attribute), [1] title (rupsycho.models.questionnaire.DemographicAttributes attribute), [1]

tokenizer_name_or_path (rupsycho.models.model.LocalHuggingFaceModelConfig attribute) type (rupsycho.experiment.ExperimentDocument attribute) (rupsycho.experiment_collection.ExperimentCollection attribute) (rupsycho.models.model.LangChainModelConfig attribute) (rupsycho.models.model.OllamaModelConfig attribute) (rupsycho.models.model.OpenAIModelConfig attribute) (rupsycho.models.model.RemoteHuggingFaceModelConfig attribute)

U

use_auth_token (rupsycho.models.model.LocalHuggingFaceModelConfig attribute)

V

ValidatorParser (class in rupsycho.parsers.validators)

W

weight (rupsycho.models.instruction.AnswerOption attribute) (rupsycho.models.questionnaire.AnswerOption attribute), [1]