Index A | B | C | D | E | F | G | H | I | J | K | L | M | O | P | Q | R | S | T | U | V A add_docstring_from() (in module promptmeteo.tools) add_example() (promptmeteo.selector.custom_selectors.BalancedSemanticSamplesSelector method) ALLOWED_PROTOCOLS (promptmeteo.api_formatter.APIFormatter attribute) (promptmeteo.api_generator.APIGenerator attribute) AnthropicClaudeV2 (promptmeteo.models.bedrock.ModelEnum attribute) (promptmeteo.models.bedrock.ModelTypes attribute) API_CORRECTION (promptmeteo.tasks.task_builder.TaskTypes attribute) API_GENERATION (promptmeteo.tasks.task_builder.TaskTypes attribute) APIFormatter (class in promptmeteo) (class in promptmeteo.api_formatter) APIGenerator (class in promptmeteo) (class in promptmeteo.api_generator) ApiParser (class in promptmeteo.parsers.api_parser) arbitrary_types_allowed (promptmeteo.selector.custom_selectors.BalancedSemanticSamplesSelector.Config attribute) AzureOpenAILLM (class in promptmeteo.models.azure_openai) B BalancedSemanticSamplesSelector (class in promptmeteo.selector.custom_selectors) BalancedSemanticSamplesSelector.Config (class in promptmeteo.selector.custom_selectors) Base (class in promptmeteo.base) BaseModel (class in promptmeteo.models.base) BaseParser (class in promptmeteo.parsers.base) BasePrompt (class in promptmeteo.prompts.base) BaseSelector (class in promptmeteo.selector.base) BaseSelectorSupervised (class in promptmeteo.selector.base) BaseSelectorUnsupervised (class in promptmeteo.selector.base) BaseSupervised (class in promptmeteo.base) BaseUnsupervised (class in promptmeteo.base) BedrockLLM (class in promptmeteo.models.bedrock) build_class() (promptmeteo.prompts.PromptFactory static method) build_model() (promptmeteo.tasks.task_builder.TaskBuilder method) build_parser() (promptmeteo.tasks.task_builder.TaskBuilder method) build_prompt() (promptmeteo.tasks.task_builder.TaskBuilder method) build_selector_by_load() (promptmeteo.tasks.task_builder.TaskBuilder method) build_selector_by_train() (promptmeteo.tasks.task_builder.TaskBuilder method) builder (promptmeteo.base.Base property) C class_key (promptmeteo.selector.custom_selectors.BalancedSemanticSamplesSelector attribute) class_list (promptmeteo.selector.custom_selectors.BalancedSemanticSamplesSelector attribute) CLASSIFICATION (promptmeteo.tasks.task_builder.TaskTypes attribute) ClassificationParser (class in promptmeteo.parsers.classification_parser) CODE_GENERATION (promptmeteo.tasks.task_builder.TaskTypes attribute) CodeGenerator (class in promptmeteo) (class in promptmeteo.code_generator) create_builder() (promptmeteo.base.Base method) D DocumentClassifier (class in promptmeteo) (class in promptmeteo.document_classifier) DocumentQA (class in promptmeteo) (class in promptmeteo.document_qa) domain (promptmeteo.prompts.base.BasePrompt property) DummyParser (class in promptmeteo.parsers.dummy_parser) E embeddings (promptmeteo.models.base.BaseModel property) example_keys (promptmeteo.selector.custom_selectors.BalancedSemanticSamplesSelector attribute) F factory_method() (promptmeteo.models.ModelFactory class method) (promptmeteo.parsers.ParserFactory class method) (promptmeteo.prompts.PromptFactory class method) (promptmeteo.selector.SelectorFactory class method) FakeListLLM (class in promptmeteo.models.fake_llm) FakeLLM (class in promptmeteo.models.fake_llm) FakePromptCopyLLM (class in promptmeteo.models.fake_llm) FakeStaticLLM (class in promptmeteo.models.fake_llm) FlanT5Xxl (promptmeteo.models.hf_hub_api.ModelEnum attribute) (promptmeteo.models.hf_hub_api.ModelTypes attribute) from_examples() (promptmeteo.selector.custom_selectors.BalancedSemanticSamplesSelector class method) G get_files_taxonomy() (in module promptmeteo.prompts) GoogleVertexAILLM (class in promptmeteo.models.google_vertexai) GPT35Turbo (promptmeteo.models.azure_openai.ModelEnum attribute) (promptmeteo.models.azure_openai.ModelTypes attribute) (promptmeteo.models.openai.ModelEnum attribute) (promptmeteo.models.openai.ModelTypes attribute) GPT35TurboInstruct (promptmeteo.models.azure_openai.ModelEnum attribute) (promptmeteo.models.azure_openai.ModelTypes attribute) (promptmeteo.models.openai.ModelEnum attribute) (promptmeteo.models.openai.ModelTypes attribute) H has_value() (promptmeteo.models.azure_openai.ModelTypes class method) (promptmeteo.models.bedrock.ModelTypes class method) (promptmeteo.models.google_vertexai.ModelTypes class method) (promptmeteo.models.hf_hub_api.ModelTypes class method) (promptmeteo.models.hf_pipeline.ModelTypes class method) (promptmeteo.models.openai.ModelTypes class method) HFHubApiLLM (class in promptmeteo.models.hf_hub_api) HFPipelineLLM (class in promptmeteo.models.hf_pipeline) I i (promptmeteo.models.fake_llm.FakeListLLM attribute) init_params (promptmeteo.base.Base property) input_keys (promptmeteo.selector.custom_selectors.BalancedSemanticSamplesSelector attribute) is_trained (promptmeteo.base.Base property) J JSONParser (class in promptmeteo.parsers.json_parser) K k (promptmeteo.selector.custom_selectors.BalancedSemanticSamplesSelector attribute) L labels (promptmeteo.prompts.base.BasePrompt property) language (promptmeteo.tasks.task.Task property) llm (promptmeteo.models.base.BaseModel property) LLM_MAPPING (promptmeteo.models.fake_llm.FakeLLM attribute) load_example_selector() (promptmeteo.selector.base.BaseSelector method) load_model() (promptmeteo.api_formatter.APIFormatter class method) (promptmeteo.APIFormatter class method) (promptmeteo.base.Base class method) (promptmeteo.Summarizer class method) (promptmeteo.summarizer.Summarizer class method) M MAPPING (promptmeteo.models.ModelFactory attribute) model (promptmeteo.tasks.task.Task property) MODEL_1 (promptmeteo.models.fake_llm.ModelTypes attribute) (promptmeteo.models.hf_pipeline.ModelParams attribute) (promptmeteo.models.hf_pipeline.ModelTypes attribute) MODEL_2 (promptmeteo.models.fake_llm.ModelTypes attribute) MODEL_3 (promptmeteo.models.fake_llm.ModelTypes attribute) ModelEnum (class in promptmeteo.models.azure_openai) (class in promptmeteo.models.bedrock) (class in promptmeteo.models.google_vertexai) (class in promptmeteo.models.hf_hub_api) (class in promptmeteo.models.openai) ModelFactory (class in promptmeteo.models) ModelParams (class in promptmeteo.models.hf_pipeline) ModelProvider (class in promptmeteo.models) ModelTypes (class in promptmeteo.models.azure_openai) (class in promptmeteo.models.bedrock) (class in promptmeteo.models.fake_llm) (class in promptmeteo.models.google_vertexai) (class in promptmeteo.models.hf_hub_api) (class in promptmeteo.models.hf_pipeline) (class in promptmeteo.models.openai) module promptmeteo promptmeteo.api_formatter promptmeteo.api_generator promptmeteo.base promptmeteo.code_generator promptmeteo.constants promptmeteo.document_classifier promptmeteo.document_qa promptmeteo.exceptions promptmeteo.models promptmeteo.models.azure_openai promptmeteo.models.base promptmeteo.models.bedrock promptmeteo.models.fake_llm promptmeteo.models.google_vertexai promptmeteo.models.hf_hub_api promptmeteo.models.hf_pipeline promptmeteo.models.openai promptmeteo.parsers promptmeteo.parsers.api_parser promptmeteo.parsers.base promptmeteo.parsers.classification_parser promptmeteo.parsers.dummy_parser promptmeteo.parsers.json_parser promptmeteo.prompts promptmeteo.prompts.base promptmeteo.selector promptmeteo.selector.base promptmeteo.selector.custom_selectors promptmeteo.summarizer promptmeteo.tasks promptmeteo.tasks.task promptmeteo.tasks.task_builder promptmeteo.tools promptmeteo.validations O OpenAILLM (class in promptmeteo.models.openai) P parser (promptmeteo.tasks.task.Task property) PARSER_1 (promptmeteo.parsers.ParserTypes attribute) PARSER_2 (promptmeteo.parsers.ParserTypes attribute) PARSER_3 (promptmeteo.parsers.ParserTypes attribute) PARSER_4 (promptmeteo.parsers.ParserTypes attribute) PARSER_5 (promptmeteo.parsers.ParserTypes attribute) PARSER_6 (promptmeteo.parsers.ParserTypes attribute) PARSER_7 (promptmeteo.parsers.ParserTypes attribute) PARSER_8 (promptmeteo.parsers.ParserTypes attribute) ParserException ParserFactory (class in promptmeteo.parsers) ParserTypes (class in promptmeteo.parsers) predict() (promptmeteo.api_formatter.APIFormatter method) (promptmeteo.APIFormatter method) (promptmeteo.base.Base method) prompt (promptmeteo.tasks.task.Task property) PROMPT_EXAMPLE (promptmeteo.prompts.base.BasePrompt attribute) PromptFactory (class in promptmeteo.prompts) promptmeteo module promptmeteo.api_formatter module promptmeteo.api_generator module promptmeteo.base module promptmeteo.code_generator module promptmeteo.constants module promptmeteo.document_classifier module promptmeteo.document_qa module promptmeteo.exceptions module promptmeteo.models module promptmeteo.models.azure_openai module promptmeteo.models.base module promptmeteo.models.bedrock module promptmeteo.models.fake_llm module promptmeteo.models.google_vertexai module promptmeteo.models.hf_hub_api module promptmeteo.models.hf_pipeline module promptmeteo.models.openai module promptmeteo.parsers module promptmeteo.parsers.api_parser module promptmeteo.parsers.base module promptmeteo.parsers.classification_parser module promptmeteo.parsers.dummy_parser module promptmeteo.parsers.json_parser module promptmeteo.prompts module promptmeteo.prompts.base module promptmeteo.selector module promptmeteo.selector.base module promptmeteo.selector.custom_selectors module promptmeteo.summarizer module promptmeteo.tasks module promptmeteo.tasks.task module promptmeteo.tasks.task_builder module promptmeteo.tools module promptmeteo.validations module PROVIDER_0 (promptmeteo.models.ModelProvider attribute) PROVIDER_1 (promptmeteo.models.ModelProvider attribute) PROVIDER_2 (promptmeteo.models.ModelProvider attribute) PROVIDER_3 (promptmeteo.models.ModelProvider attribute) PROVIDER_4 (promptmeteo.models.ModelProvider attribute) PROVIDER_5 (promptmeteo.models.ModelProvider attribute) Q QA (promptmeteo.tasks.task_builder.TaskTypes attribute) R read_prompt() (promptmeteo.prompts.base.BasePrompt class method) RELEVANCE (promptmeteo.selector.base.SelectorAlgorithms attribute) response (promptmeteo.models.fake_llm.FakeStaticLLM attribute) responses (promptmeteo.models.fake_llm.FakeListLLM attribute) run() (promptmeteo.models.base.BaseModel method) (promptmeteo.parsers.api_parser.ApiParser method) (promptmeteo.parsers.base.BaseParser method) (promptmeteo.parsers.classification_parser.ClassificationParser method) (promptmeteo.parsers.dummy_parser.DummyParser method) (promptmeteo.parsers.json_parser.JSONParser method) (promptmeteo.prompts.base.BasePrompt method) (promptmeteo.selector.base.BaseSelectorSupervised method) (promptmeteo.selector.base.BaseSelectorUnsupervised method) (promptmeteo.tasks.task.Task method) S save_model() (promptmeteo.base.Base method) select_examples() (promptmeteo.selector.custom_selectors.BalancedSemanticSamplesSelector method) SELECTOR (promptmeteo.selector.base.BaseSelector attribute) selector (promptmeteo.tasks.task.Task property) SELECTOR_TYPE (promptmeteo.base.Base attribute) (promptmeteo.base.BaseSupervised attribute) (promptmeteo.base.BaseUnsupervised attribute) SelectorAlgorithms (class in promptmeteo.selector.base) SelectorFactory (class in promptmeteo.selector) SelectorTypes (class in promptmeteo.selector) SIMILARITY (promptmeteo.selector.base.SelectorAlgorithms attribute) SIMILARITY_CLASS_BALANCED (promptmeteo.selector.base.SelectorAlgorithms attribute) sorted_values() (in module promptmeteo.selector.custom_selectors) SUMMARIZATION (promptmeteo.tasks.task_builder.TaskTypes attribute) Summarizer (class in promptmeteo) (class in promptmeteo.summarizer) SUPERVISED (promptmeteo.selector.SelectorTypes attribute) T Task (class in promptmeteo.tasks.task) task (promptmeteo.base.Base property) (promptmeteo.tasks.task_builder.TaskBuilder property) TASK_TYPE (promptmeteo.api_formatter.APIFormatter attribute) (promptmeteo.api_generator.APIGenerator attribute) (promptmeteo.base.Base attribute) (promptmeteo.code_generator.CodeGenerator attribute) (promptmeteo.document_classifier.DocumentClassifier attribute) (promptmeteo.document_qa.DocumentQA attribute) (promptmeteo.summarizer.Summarizer attribute) task_type (promptmeteo.tasks.task.Task property) TaskBuilder (class in promptmeteo.tasks.task_builder) TaskTypes (class in promptmeteo.tasks.task_builder) template (promptmeteo.prompts.base.BasePrompt property) (promptmeteo.selector.base.BaseSelector property) TextBison (promptmeteo.models.google_vertexai.ModelEnum attribute) (promptmeteo.models.google_vertexai.ModelTypes attribute) TextBison001 (promptmeteo.models.google_vertexai.ModelEnum attribute) (promptmeteo.models.google_vertexai.ModelTypes attribute) TextBison32k (promptmeteo.models.google_vertexai.ModelEnum attribute) (promptmeteo.models.google_vertexai.ModelTypes attribute) train() (promptmeteo.api_formatter.APIFormatter method) (promptmeteo.api_generator.APIGenerator method) (promptmeteo.APIFormatter method) (promptmeteo.APIGenerator method) (promptmeteo.base.BaseSupervised method) (promptmeteo.base.BaseUnsupervised method) (promptmeteo.document_classifier.DocumentClassifier method) (promptmeteo.DocumentClassifier method) (promptmeteo.selector.base.BaseSelectorSupervised method) (promptmeteo.selector.base.BaseSelectorUnsupervised method) (promptmeteo.Summarizer method) (promptmeteo.summarizer.Summarizer method) U UNSUPERVISED (promptmeteo.selector.SelectorTypes attribute) V validate_version_rest() (in module promptmeteo.validations) vectorstore (promptmeteo.selector.base.BaseSelector property) (promptmeteo.selector.custom_selectors.BalancedSemanticSamplesSelector attribute) vectorstore_kwargs (promptmeteo.selector.custom_selectors.BalancedSemanticSamplesSelector attribute) version_validation() (in module promptmeteo.validations)