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<p class="caption" role="heading"><span class="caption-text">Contents:</span></p>
<ul>
<li class="toctree-l1"><a class="reference internal" href="definition.html">🤔 What is this library for?</a></li>
<li class="toctree-l1"><a class="reference internal" href="install.html">⚙️ Installation and configuration</a></li>
<li class="toctree-l1"><a class="reference internal" href="quickstart.html">⚡ Quickstart</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Classes</span></p>
<ul>
<li class="toctree-l1"><a class="reference internal" href="classes.html">👻 Classes</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Example notebooks</span></p>
<ul>
<li class="toctree-l1"><a class="reference internal" href="notebooks/01_promptmeteo_usage.html">Promptmeteo Usage - Save and Load Model</a></li>
<li class="toctree-l1"><a class="reference internal" href="notebooks/03_sentiment_analysis.html">Sentiment Analysis</a></li>
<li class="toctree-l1"><a class="reference internal" href="notebooks/04_test_flant5_classification_prompts.html">Flan-t5-Small - Test Classification Prompts</a></li>
<li class="toctree-l1"><a class="reference internal" href="notebooks/05_test_openai_classification_prompts.html">OpenAI - Test Classification Prompts</a></li>
<li class="toctree-l1"><a class="reference internal" href="notebooks/06_test_openai_api-generation.html">OpenAI - Test API Generation</a></li>
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<article role="main">
<section class="genindex-section">
<h1 id="index">Index</h1>
<div class="genindex-jumpbox"><a href="#A"><strong>A</strong></a> | <a href="#B"><strong>B</strong></a> | <a href="#C"><strong>C</strong></a> | <a href="#D"><strong>D</strong></a> | <a href="#E"><strong>E</strong></a> | <a href="#F"><strong>F</strong></a> | <a href="#G"><strong>G</strong></a> | <a href="#H"><strong>H</strong></a> | <a href="#I"><strong>I</strong></a> | <a href="#J"><strong>J</strong></a> | <a href="#K"><strong>K</strong></a> | <a href="#L"><strong>L</strong></a> | <a href="#M"><strong>M</strong></a> | <a href="#O"><strong>O</strong></a> | <a href="#P"><strong>P</strong></a> | <a href="#Q"><strong>Q</strong></a> | <a href="#R"><strong>R</strong></a> | <a href="#S"><strong>S</strong></a> | <a href="#T"><strong>T</strong></a> | <a href="#U"><strong>U</strong></a> | <a href="#V"><strong>V</strong></a></div>
</section>
<section id="A" class="genindex-section">
<h2>A</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
<td style="width: 33%; vertical-align: top;"><ul>
<li><a href="promptmeteo.html#promptmeteo.tools.add_docstring_from">add_docstring_from() (in module promptmeteo.tools)</a>
</li>
<li><a href="promptmeteo.selector.html#promptmeteo.selector.custom_selectors.BalancedSemanticSamplesSelector.add_example">add_example() (promptmeteo.selector.custom_selectors.BalancedSemanticSamplesSelector method)</a>
</li>
<li><a href="promptmeteo.html#promptmeteo.api_formatter.APIFormatter.ALLOWED_PROTOCOLS">ALLOWED_PROTOCOLS (promptmeteo.api_formatter.APIFormatter attribute)</a>
<ul>
<li><a href="promptmeteo.html#promptmeteo.api_generator.APIGenerator.ALLOWED_PROTOCOLS">(promptmeteo.api_generator.APIGenerator attribute)</a>
</li>
</ul></li>
<li><a href="promptmeteo.models.html#promptmeteo.models.bedrock.ModelEnum.AnthropicClaudeV2">AnthropicClaudeV2 (promptmeteo.models.bedrock.ModelEnum attribute)</a>
<ul>
<li><a href="promptmeteo.models.html#promptmeteo.models.bedrock.ModelTypes.AnthropicClaudeV2">(promptmeteo.models.bedrock.ModelTypes attribute)</a>
</li>
</ul></li>
<li><a href="promptmeteo.tasks.html#promptmeteo.tasks.task_builder.TaskTypes.API_CORRECTION">API_CORRECTION (promptmeteo.tasks.task_builder.TaskTypes attribute)</a>
</li>
</ul></td>
<td style="width: 33%; vertical-align: top;"><ul>
<li><a href="promptmeteo.tasks.html#promptmeteo.tasks.task_builder.TaskTypes.API_GENERATION">API_GENERATION (promptmeteo.tasks.task_builder.TaskTypes attribute)</a>
</li>
<li><a href="classes.html#promptmeteo.APIFormatter">APIFormatter (class in promptmeteo)</a>
<ul>
<li><a href="promptmeteo.html#promptmeteo.api_formatter.APIFormatter">(class in promptmeteo.api_formatter)</a>
</li>
</ul></li>
<li><a href="classes.html#promptmeteo.APIGenerator">APIGenerator (class in promptmeteo)</a>
<ul>
<li><a href="promptmeteo.html#promptmeteo.api_generator.APIGenerator">(class in promptmeteo.api_generator)</a>
</li>
</ul></li>
<li><a href="promptmeteo.parsers.html#promptmeteo.parsers.api_parser.ApiParser">ApiParser (class in promptmeteo.parsers.api_parser)</a>
</li>
<li><a href="promptmeteo.selector.html#promptmeteo.selector.custom_selectors.BalancedSemanticSamplesSelector.Config.arbitrary_types_allowed">arbitrary_types_allowed (promptmeteo.selector.custom_selectors.BalancedSemanticSamplesSelector.Config attribute)</a>
</li>
<li><a href="promptmeteo.models.html#promptmeteo.models.azure_openai.AzureOpenAILLM">AzureOpenAILLM (class in promptmeteo.models.azure_openai)</a>
</li>
</ul></td>
</tr></table>
</section>
<section id="B" class="genindex-section">
<h2>B</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
<td style="width: 33%; vertical-align: top;"><ul>
<li><a href="promptmeteo.selector.html#promptmeteo.selector.custom_selectors.BalancedSemanticSamplesSelector">BalancedSemanticSamplesSelector (class in promptmeteo.selector.custom_selectors)</a>
</li>
<li><a href="promptmeteo.selector.html#promptmeteo.selector.custom_selectors.BalancedSemanticSamplesSelector.Config">BalancedSemanticSamplesSelector.Config (class in promptmeteo.selector.custom_selectors)</a>
</li>
<li><a href="promptmeteo.html#promptmeteo.base.Base">Base (class in promptmeteo.base)</a>
</li>
<li><a href="promptmeteo.models.html#promptmeteo.models.base.BaseModel">BaseModel (class in promptmeteo.models.base)</a>
</li>
<li><a href="promptmeteo.parsers.html#promptmeteo.parsers.base.BaseParser">BaseParser (class in promptmeteo.parsers.base)</a>
</li>
<li><a href="promptmeteo.prompts.html#promptmeteo.prompts.base.BasePrompt">BasePrompt (class in promptmeteo.prompts.base)</a>
</li>
<li><a href="promptmeteo.selector.html#promptmeteo.selector.base.BaseSelector">BaseSelector (class in promptmeteo.selector.base)</a>
</li>
<li><a href="promptmeteo.selector.html#promptmeteo.selector.base.BaseSelectorSupervised">BaseSelectorSupervised (class in promptmeteo.selector.base)</a>
</li>
<li><a href="promptmeteo.selector.html#promptmeteo.selector.base.BaseSelectorUnsupervised">BaseSelectorUnsupervised (class in promptmeteo.selector.base)</a>
</li>
</ul></td>
<td style="width: 33%; vertical-align: top;"><ul>
<li><a href="promptmeteo.html#promptmeteo.base.BaseSupervised">BaseSupervised (class in promptmeteo.base)</a>
</li>
<li><a href="promptmeteo.html#promptmeteo.base.BaseUnsupervised">BaseUnsupervised (class in promptmeteo.base)</a>
</li>
<li><a href="promptmeteo.models.html#promptmeteo.models.bedrock.BedrockLLM">BedrockLLM (class in promptmeteo.models.bedrock)</a>
</li>
<li><a href="promptmeteo.prompts.html#promptmeteo.prompts.PromptFactory.build_class">build_class() (promptmeteo.prompts.PromptFactory static method)</a>
</li>
<li><a href="promptmeteo.tasks.html#promptmeteo.tasks.task_builder.TaskBuilder.build_model">build_model() (promptmeteo.tasks.task_builder.TaskBuilder method)</a>
</li>
<li><a href="promptmeteo.tasks.html#promptmeteo.tasks.task_builder.TaskBuilder.build_parser">build_parser() (promptmeteo.tasks.task_builder.TaskBuilder method)</a>
</li>
<li><a href="promptmeteo.tasks.html#promptmeteo.tasks.task_builder.TaskBuilder.build_prompt">build_prompt() (promptmeteo.tasks.task_builder.TaskBuilder method)</a>
</li>
<li><a href="promptmeteo.tasks.html#promptmeteo.tasks.task_builder.TaskBuilder.build_selector_by_load">build_selector_by_load() (promptmeteo.tasks.task_builder.TaskBuilder method)</a>
</li>
<li><a href="promptmeteo.tasks.html#promptmeteo.tasks.task_builder.TaskBuilder.build_selector_by_train">build_selector_by_train() (promptmeteo.tasks.task_builder.TaskBuilder method)</a>
</li>
<li><a href="promptmeteo.html#promptmeteo.base.Base.builder">builder (promptmeteo.base.Base property)</a>
</li>
</ul></td>
</tr></table>
</section>
<section id="C" class="genindex-section">
<h2>C</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
<td style="width: 33%; vertical-align: top;"><ul>
<li><a href="promptmeteo.selector.html#promptmeteo.selector.custom_selectors.BalancedSemanticSamplesSelector.class_key">class_key (promptmeteo.selector.custom_selectors.BalancedSemanticSamplesSelector attribute)</a>
</li>
<li><a href="promptmeteo.selector.html#promptmeteo.selector.custom_selectors.BalancedSemanticSamplesSelector.class_list">class_list (promptmeteo.selector.custom_selectors.BalancedSemanticSamplesSelector attribute)</a>
</li>
<li><a href="promptmeteo.tasks.html#promptmeteo.tasks.task_builder.TaskTypes.CLASSIFICATION">CLASSIFICATION (promptmeteo.tasks.task_builder.TaskTypes attribute)</a>
</li>
<li><a href="promptmeteo.parsers.html#promptmeteo.parsers.classification_parser.ClassificationParser">ClassificationParser (class in promptmeteo.parsers.classification_parser)</a>
</li>
</ul></td>
<td style="width: 33%; vertical-align: top;"><ul>
<li><a href="promptmeteo.tasks.html#promptmeteo.tasks.task_builder.TaskTypes.CODE_GENERATION">CODE_GENERATION (promptmeteo.tasks.task_builder.TaskTypes attribute)</a>
</li>
<li><a href="classes.html#promptmeteo.CodeGenerator">CodeGenerator (class in promptmeteo)</a>
<ul>
<li><a href="promptmeteo.html#promptmeteo.code_generator.CodeGenerator">(class in promptmeteo.code_generator)</a>
</li>
</ul></li>
<li><a href="promptmeteo.html#promptmeteo.base.Base.create_builder">create_builder() (promptmeteo.base.Base method)</a>
</li>
</ul></td>
</tr></table>
</section>
<section id="D" class="genindex-section">
<h2>D</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
<td style="width: 33%; vertical-align: top;"><ul>
<li><a href="classes.html#promptmeteo.DocumentClassifier">DocumentClassifier (class in promptmeteo)</a>
<ul>
<li><a href="promptmeteo.html#promptmeteo.document_classifier.DocumentClassifier">(class in promptmeteo.document_classifier)</a>
</li>
</ul></li>
<li><a href="classes.html#promptmeteo.DocumentQA">DocumentQA (class in promptmeteo)</a>
<ul>
<li><a href="promptmeteo.html#promptmeteo.document_qa.DocumentQA">(class in promptmeteo.document_qa)</a>
</li>
</ul></li>
</ul></td>
<td style="width: 33%; vertical-align: top;"><ul>
<li><a href="promptmeteo.prompts.html#promptmeteo.prompts.base.BasePrompt.domain">domain (promptmeteo.prompts.base.BasePrompt property)</a>
</li>
<li><a href="promptmeteo.parsers.html#promptmeteo.parsers.dummy_parser.DummyParser">DummyParser (class in promptmeteo.parsers.dummy_parser)</a>
</li>
</ul></td>
</tr></table>
</section>
<section id="E" class="genindex-section">
<h2>E</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
<td style="width: 33%; vertical-align: top;"><ul>
<li><a href="promptmeteo.models.html#promptmeteo.models.base.BaseModel.embeddings">embeddings (promptmeteo.models.base.BaseModel property)</a>
</li>
</ul></td>
<td style="width: 33%; vertical-align: top;"><ul>
<li><a href="promptmeteo.selector.html#promptmeteo.selector.custom_selectors.BalancedSemanticSamplesSelector.example_keys">example_keys (promptmeteo.selector.custom_selectors.BalancedSemanticSamplesSelector attribute)</a>
</li>
</ul></td>
</tr></table>
</section>
<section id="F" class="genindex-section">
<h2>F</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
<td style="width: 33%; vertical-align: top;"><ul>
<li><a href="promptmeteo.models.html#promptmeteo.models.ModelFactory.factory_method">factory_method() (promptmeteo.models.ModelFactory class method)</a>
<ul>
<li><a href="promptmeteo.parsers.html#promptmeteo.parsers.ParserFactory.factory_method">(promptmeteo.parsers.ParserFactory class method)</a>
</li>
<li><a href="promptmeteo.prompts.html#promptmeteo.prompts.PromptFactory.factory_method">(promptmeteo.prompts.PromptFactory class method)</a>
</li>
<li><a href="promptmeteo.selector.html#promptmeteo.selector.SelectorFactory.factory_method">(promptmeteo.selector.SelectorFactory class method)</a>
</li>
</ul></li>
<li><a href="promptmeteo.models.html#promptmeteo.models.fake_llm.FakeListLLM">FakeListLLM (class in promptmeteo.models.fake_llm)</a>
</li>
</ul></td>
<td style="width: 33%; vertical-align: top;"><ul>
<li><a href="promptmeteo.models.html#promptmeteo.models.fake_llm.FakeLLM">FakeLLM (class in promptmeteo.models.fake_llm)</a>
</li>
<li><a href="promptmeteo.models.html#promptmeteo.models.fake_llm.FakePromptCopyLLM">FakePromptCopyLLM (class in promptmeteo.models.fake_llm)</a>
</li>
<li><a href="promptmeteo.models.html#promptmeteo.models.fake_llm.FakeStaticLLM">FakeStaticLLM (class in promptmeteo.models.fake_llm)</a>
</li>
<li><a href="promptmeteo.models.html#promptmeteo.models.hf_hub_api.ModelEnum.FlanT5Xxl">FlanT5Xxl (promptmeteo.models.hf_hub_api.ModelEnum attribute)</a>
<ul>
<li><a href="promptmeteo.models.html#promptmeteo.models.hf_hub_api.ModelTypes.FlanT5Xxl">(promptmeteo.models.hf_hub_api.ModelTypes attribute)</a>
</li>
</ul></li>
<li><a href="promptmeteo.selector.html#promptmeteo.selector.custom_selectors.BalancedSemanticSamplesSelector.from_examples">from_examples() (promptmeteo.selector.custom_selectors.BalancedSemanticSamplesSelector class method)</a>
</li>
</ul></td>
</tr></table>
</section>
<section id="G" class="genindex-section">
<h2>G</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
<td style="width: 33%; vertical-align: top;"><ul>
<li><a href="promptmeteo.prompts.html#promptmeteo.prompts.get_files_taxonomy">get_files_taxonomy() (in module promptmeteo.prompts)</a>
</li>
<li><a href="promptmeteo.models.html#promptmeteo.models.google_vertexai.GoogleVertexAILLM">GoogleVertexAILLM (class in promptmeteo.models.google_vertexai)</a>
</li>
<li><a href="promptmeteo.models.html#promptmeteo.models.azure_openai.ModelEnum.GPT35Turbo">GPT35Turbo (promptmeteo.models.azure_openai.ModelEnum attribute)</a>
<ul>
<li><a href="promptmeteo.models.html#promptmeteo.models.azure_openai.ModelTypes.GPT35Turbo">(promptmeteo.models.azure_openai.ModelTypes attribute)</a>
</li>
<li><a href="promptmeteo.models.html#promptmeteo.models.openai.ModelEnum.GPT35Turbo">(promptmeteo.models.openai.ModelEnum attribute)</a>
</li>
<li><a href="promptmeteo.models.html#promptmeteo.models.openai.ModelTypes.GPT35Turbo">(promptmeteo.models.openai.ModelTypes attribute)</a>
</li>
</ul></li>
</ul></td>
<td style="width: 33%; vertical-align: top;"><ul>
<li><a href="promptmeteo.models.html#promptmeteo.models.azure_openai.ModelEnum.GPT35TurboInstruct">GPT35TurboInstruct (promptmeteo.models.azure_openai.ModelEnum attribute)</a>
<ul>
<li><a href="promptmeteo.models.html#promptmeteo.models.azure_openai.ModelTypes.GPT35TurboInstruct">(promptmeteo.models.azure_openai.ModelTypes attribute)</a>
</li>
<li><a href="promptmeteo.models.html#promptmeteo.models.openai.ModelEnum.GPT35TurboInstruct">(promptmeteo.models.openai.ModelEnum attribute)</a>
</li>
<li><a href="promptmeteo.models.html#promptmeteo.models.openai.ModelTypes.GPT35TurboInstruct">(promptmeteo.models.openai.ModelTypes attribute)</a>
</li>
</ul></li>
</ul></td>
</tr></table>
</section>
<section id="H" class="genindex-section">
<h2>H</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
<td style="width: 33%; vertical-align: top;"><ul>
<li><a href="promptmeteo.models.html#promptmeteo.models.azure_openai.ModelTypes.has_value">has_value() (promptmeteo.models.azure_openai.ModelTypes class method)</a>
<ul>
<li><a href="promptmeteo.models.html#promptmeteo.models.bedrock.ModelTypes.has_value">(promptmeteo.models.bedrock.ModelTypes class method)</a>
</li>
<li><a href="promptmeteo.models.html#promptmeteo.models.google_vertexai.ModelTypes.has_value">(promptmeteo.models.google_vertexai.ModelTypes class method)</a>
</li>
<li><a href="promptmeteo.models.html#promptmeteo.models.hf_hub_api.ModelTypes.has_value">(promptmeteo.models.hf_hub_api.ModelTypes class method)</a>
</li>
<li><a href="promptmeteo.models.html#promptmeteo.models.hf_pipeline.ModelTypes.has_value">(promptmeteo.models.hf_pipeline.ModelTypes class method)</a>
</li>
<li><a href="promptmeteo.models.html#promptmeteo.models.openai.ModelTypes.has_value">(promptmeteo.models.openai.ModelTypes class method)</a>
</li>
</ul></li>
</ul></td>
<td style="width: 33%; vertical-align: top;"><ul>
<li><a href="promptmeteo.models.html#promptmeteo.models.hf_hub_api.HFHubApiLLM">HFHubApiLLM (class in promptmeteo.models.hf_hub_api)</a>
</li>
<li><a href="promptmeteo.models.html#promptmeteo.models.hf_pipeline.HFPipelineLLM">HFPipelineLLM (class in promptmeteo.models.hf_pipeline)</a>
</li>
</ul></td>
</tr></table>
</section>
<section id="I" class="genindex-section">
<h2>I</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
<td style="width: 33%; vertical-align: top;"><ul>
<li><a href="promptmeteo.models.html#promptmeteo.models.fake_llm.FakeListLLM.i">i (promptmeteo.models.fake_llm.FakeListLLM attribute)</a>
</li>
<li><a href="promptmeteo.html#promptmeteo.base.Base.init_params">init_params (promptmeteo.base.Base property)</a>
</li>
</ul></td>
<td style="width: 33%; vertical-align: top;"><ul>
<li><a href="promptmeteo.selector.html#promptmeteo.selector.custom_selectors.BalancedSemanticSamplesSelector.input_keys">input_keys (promptmeteo.selector.custom_selectors.BalancedSemanticSamplesSelector attribute)</a>
</li>
<li><a href="promptmeteo.html#promptmeteo.base.Base.is_trained">is_trained (promptmeteo.base.Base property)</a>
</li>
</ul></td>
</tr></table>
</section>
<section id="J" class="genindex-section">
<h2>J</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
<td style="width: 33%; vertical-align: top;"><ul>
<li><a href="promptmeteo.parsers.html#promptmeteo.parsers.json_parser.JSONParser">JSONParser (class in promptmeteo.parsers.json_parser)</a>
</li>
</ul></td>
</tr></table>
</section>
<section id="K" class="genindex-section">
<h2>K</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
<td style="width: 33%; vertical-align: top;"><ul>
<li><a href="promptmeteo.selector.html#promptmeteo.selector.custom_selectors.BalancedSemanticSamplesSelector.k">k (promptmeteo.selector.custom_selectors.BalancedSemanticSamplesSelector attribute)</a>
</li>
</ul></td>
</tr></table>
</section>
<section id="L" class="genindex-section">
<h2>L</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
<td style="width: 33%; vertical-align: top;"><ul>
<li><a href="promptmeteo.prompts.html#promptmeteo.prompts.base.BasePrompt.labels">labels (promptmeteo.prompts.base.BasePrompt property)</a>
</li>
<li><a href="promptmeteo.tasks.html#promptmeteo.tasks.task.Task.language">language (promptmeteo.tasks.task.Task property)</a>
</li>
<li><a href="promptmeteo.models.html#promptmeteo.models.base.BaseModel.llm">llm (promptmeteo.models.base.BaseModel property)</a>
</li>
<li><a href="promptmeteo.models.html#promptmeteo.models.fake_llm.FakeLLM.LLM_MAPPING">LLM_MAPPING (promptmeteo.models.fake_llm.FakeLLM attribute)</a>
</li>
<li><a href="promptmeteo.selector.html#promptmeteo.selector.base.BaseSelector.load_example_selector">load_example_selector() (promptmeteo.selector.base.BaseSelector method)</a>
</li>
</ul></td>
<td style="width: 33%; vertical-align: top;"><ul>
<li><a href="promptmeteo.html#promptmeteo.api_formatter.APIFormatter.load_model">load_model() (promptmeteo.api_formatter.APIFormatter class method)</a>
<ul>
<li><a href="classes.html#promptmeteo.APIFormatter.load_model">(promptmeteo.APIFormatter class method)</a>
</li>
<li><a href="promptmeteo.html#promptmeteo.base.Base.load_model">(promptmeteo.base.Base class method)</a>
</li>
<li><a href="classes.html#promptmeteo.Summarizer.load_model">(promptmeteo.Summarizer class method)</a>
</li>
<li><a href="promptmeteo.html#promptmeteo.summarizer.Summarizer.load_model">(promptmeteo.summarizer.Summarizer class method)</a>
</li>
</ul></li>
</ul></td>
</tr></table>
</section>
<section id="M" class="genindex-section">
<h2>M</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
<td style="width: 33%; vertical-align: top;"><ul>
<li><a href="promptmeteo.models.html#promptmeteo.models.ModelFactory.MAPPING">MAPPING (promptmeteo.models.ModelFactory attribute)</a>
</li>
<li><a href="promptmeteo.tasks.html#promptmeteo.tasks.task.Task.model">model (promptmeteo.tasks.task.Task property)</a>
</li>
<li><a href="promptmeteo.models.html#promptmeteo.models.fake_llm.ModelTypes.MODEL_1">MODEL_1 (promptmeteo.models.fake_llm.ModelTypes attribute)</a>
<ul>
<li><a href="promptmeteo.models.html#promptmeteo.models.hf_pipeline.ModelParams.MODEL_1">(promptmeteo.models.hf_pipeline.ModelParams attribute)</a>
</li>
<li><a href="promptmeteo.models.html#promptmeteo.models.hf_pipeline.ModelTypes.MODEL_1">(promptmeteo.models.hf_pipeline.ModelTypes attribute)</a>
</li>
</ul></li>
<li><a href="promptmeteo.models.html#promptmeteo.models.fake_llm.ModelTypes.MODEL_2">MODEL_2 (promptmeteo.models.fake_llm.ModelTypes attribute)</a>
</li>
<li><a href="promptmeteo.models.html#promptmeteo.models.fake_llm.ModelTypes.MODEL_3">MODEL_3 (promptmeteo.models.fake_llm.ModelTypes attribute)</a>
</li>
<li><a href="promptmeteo.models.html#promptmeteo.models.azure_openai.ModelEnum">ModelEnum (class in promptmeteo.models.azure_openai)</a>
<ul>
<li><a href="promptmeteo.models.html#promptmeteo.models.bedrock.ModelEnum">(class in promptmeteo.models.bedrock)</a>
</li>
<li><a href="promptmeteo.models.html#promptmeteo.models.google_vertexai.ModelEnum">(class in promptmeteo.models.google_vertexai)</a>
</li>
<li><a href="promptmeteo.models.html#promptmeteo.models.hf_hub_api.ModelEnum">(class in promptmeteo.models.hf_hub_api)</a>
</li>
<li><a href="promptmeteo.models.html#promptmeteo.models.openai.ModelEnum">(class in promptmeteo.models.openai)</a>
</li>
</ul></li>
<li><a href="promptmeteo.models.html#promptmeteo.models.ModelFactory">ModelFactory (class in promptmeteo.models)</a>
</li>
<li><a href="promptmeteo.models.html#promptmeteo.models.hf_pipeline.ModelParams">ModelParams (class in promptmeteo.models.hf_pipeline)</a>
</li>
<li><a href="promptmeteo.models.html#promptmeteo.models.ModelProvider">ModelProvider (class in promptmeteo.models)</a>
</li>
<li><a href="promptmeteo.models.html#promptmeteo.models.azure_openai.ModelTypes">ModelTypes (class in promptmeteo.models.azure_openai)</a>
<ul>
<li><a href="promptmeteo.models.html#promptmeteo.models.bedrock.ModelTypes">(class in promptmeteo.models.bedrock)</a>
</li>
<li><a href="promptmeteo.models.html#promptmeteo.models.fake_llm.ModelTypes">(class in promptmeteo.models.fake_llm)</a>
</li>
<li><a href="promptmeteo.models.html#promptmeteo.models.google_vertexai.ModelTypes">(class in promptmeteo.models.google_vertexai)</a>
</li>
<li><a href="promptmeteo.models.html#promptmeteo.models.hf_hub_api.ModelTypes">(class in promptmeteo.models.hf_hub_api)</a>
</li>
<li><a href="promptmeteo.models.html#promptmeteo.models.hf_pipeline.ModelTypes">(class in promptmeteo.models.hf_pipeline)</a>
</li>
<li><a href="promptmeteo.models.html#promptmeteo.models.openai.ModelTypes">(class in promptmeteo.models.openai)</a>
</li>
</ul></li>
<li>
module
<ul>
<li><a href="promptmeteo.html#module-promptmeteo">promptmeteo</a>
</li>
<li><a href="promptmeteo.html#module-promptmeteo.api_formatter">promptmeteo.api_formatter</a>
</li>
<li><a href="promptmeteo.html#module-promptmeteo.api_generator">promptmeteo.api_generator</a>
</li>
<li><a href="promptmeteo.html#module-promptmeteo.base">promptmeteo.base</a>
</li>
<li><a href="promptmeteo.html#module-promptmeteo.code_generator">promptmeteo.code_generator</a>
</li>
<li><a href="promptmeteo.html#module-promptmeteo.constants">promptmeteo.constants</a>
</li>
<li><a href="promptmeteo.html#module-promptmeteo.document_classifier">promptmeteo.document_classifier</a>
</li>
<li><a href="promptmeteo.html#module-promptmeteo.document_qa">promptmeteo.document_qa</a>
</li>
<li><a href="promptmeteo.html#module-promptmeteo.exceptions">promptmeteo.exceptions</a>
</li>
<li><a href="promptmeteo.models.html#module-promptmeteo.models">promptmeteo.models</a>
</li>
<li><a href="promptmeteo.models.html#module-promptmeteo.models.azure_openai">promptmeteo.models.azure_openai</a>
</li>
<li><a href="promptmeteo.models.html#module-promptmeteo.models.base">promptmeteo.models.base</a>
</li>
<li><a href="promptmeteo.models.html#module-promptmeteo.models.bedrock">promptmeteo.models.bedrock</a>
</li>
<li><a href="promptmeteo.models.html#module-promptmeteo.models.fake_llm">promptmeteo.models.fake_llm</a>
</li>
<li><a href="promptmeteo.models.html#module-promptmeteo.models.google_vertexai">promptmeteo.models.google_vertexai</a>
</li>
<li><a href="promptmeteo.models.html#module-promptmeteo.models.hf_hub_api">promptmeteo.models.hf_hub_api</a>
</li>
<li><a href="promptmeteo.models.html#module-promptmeteo.models.hf_pipeline">promptmeteo.models.hf_pipeline</a>
</li>
<li><a href="promptmeteo.models.html#module-promptmeteo.models.openai">promptmeteo.models.openai</a>
</li>
<li><a href="promptmeteo.parsers.html#module-promptmeteo.parsers">promptmeteo.parsers</a>
</li>
<li><a href="promptmeteo.parsers.html#module-promptmeteo.parsers.api_parser">promptmeteo.parsers.api_parser</a>
</li>
<li><a href="promptmeteo.parsers.html#module-promptmeteo.parsers.base">promptmeteo.parsers.base</a>
</li>
<li><a href="promptmeteo.parsers.html#module-promptmeteo.parsers.classification_parser">promptmeteo.parsers.classification_parser</a>
</li>
<li><a href="promptmeteo.parsers.html#module-promptmeteo.parsers.dummy_parser">promptmeteo.parsers.dummy_parser</a>
</li>
<li><a href="promptmeteo.parsers.html#module-promptmeteo.parsers.json_parser">promptmeteo.parsers.json_parser</a>
</li>
<li><a href="promptmeteo.prompts.html#module-promptmeteo.prompts">promptmeteo.prompts</a>
</li>
<li><a href="promptmeteo.prompts.html#module-promptmeteo.prompts.base">promptmeteo.prompts.base</a>
</li>
<li><a href="promptmeteo.selector.html#module-promptmeteo.selector">promptmeteo.selector</a>
</li>
<li><a href="promptmeteo.selector.html#module-promptmeteo.selector.base">promptmeteo.selector.base</a>
</li>
<li><a href="promptmeteo.selector.html#module-promptmeteo.selector.custom_selectors">promptmeteo.selector.custom_selectors</a>
</li>
<li><a href="promptmeteo.html#module-promptmeteo.summarizer">promptmeteo.summarizer</a>
</li>
<li><a href="promptmeteo.tasks.html#module-promptmeteo.tasks">promptmeteo.tasks</a>
</li>
<li><a href="promptmeteo.tasks.html#module-promptmeteo.tasks.task">promptmeteo.tasks.task</a>
</li>
<li><a href="promptmeteo.tasks.html#module-promptmeteo.tasks.task_builder">promptmeteo.tasks.task_builder</a>
</li>
<li><a href="promptmeteo.html#module-promptmeteo.tools">promptmeteo.tools</a>
</li>
<li><a href="promptmeteo.html#module-promptmeteo.validations">promptmeteo.validations</a>
</li>
</ul></li>
</ul></td>
</tr></table>
</section>
<section id="O" class="genindex-section">
<h2>O</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
<td style="width: 33%; vertical-align: top;"><ul>
<li><a href="promptmeteo.models.html#promptmeteo.models.openai.OpenAILLM">OpenAILLM (class in promptmeteo.models.openai)</a>
</li>
</ul></td>
</tr></table>
</section>
<section id="P" class="genindex-section">
<h2>P</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
<td style="width: 33%; vertical-align: top;"><ul>
<li><a href="promptmeteo.tasks.html#promptmeteo.tasks.task.Task.parser">parser (promptmeteo.tasks.task.Task property)</a>
</li>
<li><a href="promptmeteo.parsers.html#promptmeteo.parsers.ParserTypes.PARSER_1">PARSER_1 (promptmeteo.parsers.ParserTypes attribute)</a>
</li>
<li><a href="promptmeteo.parsers.html#promptmeteo.parsers.ParserTypes.PARSER_2">PARSER_2 (promptmeteo.parsers.ParserTypes attribute)</a>
</li>
<li><a href="promptmeteo.parsers.html#promptmeteo.parsers.ParserTypes.PARSER_3">PARSER_3 (promptmeteo.parsers.ParserTypes attribute)</a>
</li>
<li><a href="promptmeteo.parsers.html#promptmeteo.parsers.ParserTypes.PARSER_4">PARSER_4 (promptmeteo.parsers.ParserTypes attribute)</a>
</li>
<li><a href="promptmeteo.parsers.html#promptmeteo.parsers.ParserTypes.PARSER_5">PARSER_5 (promptmeteo.parsers.ParserTypes attribute)</a>
</li>
<li><a href="promptmeteo.parsers.html#promptmeteo.parsers.ParserTypes.PARSER_6">PARSER_6 (promptmeteo.parsers.ParserTypes attribute)</a>
</li>
<li><a href="promptmeteo.parsers.html#promptmeteo.parsers.ParserTypes.PARSER_7">PARSER_7 (promptmeteo.parsers.ParserTypes attribute)</a>
</li>
<li><a href="promptmeteo.parsers.html#promptmeteo.parsers.ParserTypes.PARSER_8">PARSER_8 (promptmeteo.parsers.ParserTypes attribute)</a>
</li>
<li><a href="promptmeteo.parsers.html#promptmeteo.parsers.base.ParserException">ParserException</a>
</li>
<li><a href="promptmeteo.parsers.html#promptmeteo.parsers.ParserFactory">ParserFactory (class in promptmeteo.parsers)</a>
</li>
<li><a href="promptmeteo.parsers.html#promptmeteo.parsers.ParserTypes">ParserTypes (class in promptmeteo.parsers)</a>
</li>
<li><a href="promptmeteo.html#promptmeteo.api_formatter.APIFormatter.predict">predict() (promptmeteo.api_formatter.APIFormatter method)</a>
<ul>
<li><a href="classes.html#promptmeteo.APIFormatter.predict">(promptmeteo.APIFormatter method)</a>
</li>
<li><a href="promptmeteo.html#promptmeteo.base.Base.predict">(promptmeteo.base.Base method)</a>
</li>
</ul></li>
<li><a href="promptmeteo.tasks.html#promptmeteo.tasks.task.Task.prompt">prompt (promptmeteo.tasks.task.Task property)</a>
</li>
<li><a href="promptmeteo.prompts.html#promptmeteo.prompts.base.BasePrompt.PROMPT_EXAMPLE">PROMPT_EXAMPLE (promptmeteo.prompts.base.BasePrompt attribute)</a>
</li>
<li><a href="promptmeteo.prompts.html#promptmeteo.prompts.PromptFactory">PromptFactory (class in promptmeteo.prompts)</a>
</li>
<li>
promptmeteo
<ul>
<li><a href="promptmeteo.html#module-promptmeteo">module</a>
</li>
</ul></li>
<li>
promptmeteo.api_formatter
<ul>
<li><a href="promptmeteo.html#module-promptmeteo.api_formatter">module</a>
</li>
</ul></li>
<li>
promptmeteo.api_generator
<ul>
<li><a href="promptmeteo.html#module-promptmeteo.api_generator">module</a>
</li>
</ul></li>
<li>
promptmeteo.base
<ul>
<li><a href="promptmeteo.html#module-promptmeteo.base">module</a>
</li>
</ul></li>
<li>
promptmeteo.code_generator
<ul>
<li><a href="promptmeteo.html#module-promptmeteo.code_generator">module</a>
</li>
</ul></li>
<li>
promptmeteo.constants
<ul>
<li><a href="promptmeteo.html#module-promptmeteo.constants">module</a>
</li>
</ul></li>
<li>
promptmeteo.document_classifier
<ul>
<li><a href="promptmeteo.html#module-promptmeteo.document_classifier">module</a>
</li>
</ul></li>
<li>
promptmeteo.document_qa
<ul>
<li><a href="promptmeteo.html#module-promptmeteo.document_qa">module</a>
</li>
</ul></li>
<li>
promptmeteo.exceptions
<ul>
<li><a href="promptmeteo.html#module-promptmeteo.exceptions">module</a>
</li>
</ul></li>
<li>
promptmeteo.models
<ul>
<li><a href="promptmeteo.models.html#module-promptmeteo.models">module</a>
</li>
</ul></li>
<li>
promptmeteo.models.azure_openai
<ul>
<li><a href="promptmeteo.models.html#module-promptmeteo.models.azure_openai">module</a>
</li>
</ul></li>
<li>
promptmeteo.models.base
<ul>
<li><a href="promptmeteo.models.html#module-promptmeteo.models.base">module</a>
</li>
</ul></li>
<li>
promptmeteo.models.bedrock
<ul>
<li><a href="promptmeteo.models.html#module-promptmeteo.models.bedrock">module</a>
</li>
</ul></li>
<li>
promptmeteo.models.fake_llm
<ul>
<li><a href="promptmeteo.models.html#module-promptmeteo.models.fake_llm">module</a>
</li>
</ul></li>
<li>
promptmeteo.models.google_vertexai
<ul>
<li><a href="promptmeteo.models.html#module-promptmeteo.models.google_vertexai">module</a>
</li>
</ul></li>
</ul></td>
<td style="width: 33%; vertical-align: top;"><ul>
<li>
promptmeteo.models.hf_hub_api
<ul>
<li><a href="promptmeteo.models.html#module-promptmeteo.models.hf_hub_api">module</a>
</li>
</ul></li>
<li>
promptmeteo.models.hf_pipeline
<ul>
<li><a href="promptmeteo.models.html#module-promptmeteo.models.hf_pipeline">module</a>
</li>
</ul></li>
<li>
promptmeteo.models.openai
<ul>
<li><a href="promptmeteo.models.html#module-promptmeteo.models.openai">module</a>
</li>
</ul></li>
<li>
promptmeteo.parsers
<ul>
<li><a href="promptmeteo.parsers.html#module-promptmeteo.parsers">module</a>
</li>
</ul></li>
<li>
promptmeteo.parsers.api_parser
<ul>
<li><a href="promptmeteo.parsers.html#module-promptmeteo.parsers.api_parser">module</a>
</li>
</ul></li>
<li>
promptmeteo.parsers.base
<ul>
<li><a href="promptmeteo.parsers.html#module-promptmeteo.parsers.base">module</a>
</li>
</ul></li>
<li>
promptmeteo.parsers.classification_parser
<ul>
<li><a href="promptmeteo.parsers.html#module-promptmeteo.parsers.classification_parser">module</a>
</li>
</ul></li>
<li>
promptmeteo.parsers.dummy_parser
<ul>
<li><a href="promptmeteo.parsers.html#module-promptmeteo.parsers.dummy_parser">module</a>
</li>
</ul></li>
<li>
promptmeteo.parsers.json_parser
<ul>
<li><a href="promptmeteo.parsers.html#module-promptmeteo.parsers.json_parser">module</a>
</li>
</ul></li>
<li>
promptmeteo.prompts
<ul>
<li><a href="promptmeteo.prompts.html#module-promptmeteo.prompts">module</a>
</li>
</ul></li>
<li>
promptmeteo.prompts.base
<ul>
<li><a href="promptmeteo.prompts.html#module-promptmeteo.prompts.base">module</a>
</li>
</ul></li>
<li>
promptmeteo.selector
<ul>
<li><a href="promptmeteo.selector.html#module-promptmeteo.selector">module</a>
</li>
</ul></li>
<li>
promptmeteo.selector.base
<ul>
<li><a href="promptmeteo.selector.html#module-promptmeteo.selector.base">module</a>
</li>
</ul></li>
<li>
promptmeteo.selector.custom_selectors
<ul>
<li><a href="promptmeteo.selector.html#module-promptmeteo.selector.custom_selectors">module</a>
</li>
</ul></li>
<li>
promptmeteo.summarizer
<ul>
<li><a href="promptmeteo.html#module-promptmeteo.summarizer">module</a>
</li>
</ul></li>
<li>
promptmeteo.tasks
<ul>
<li><a href="promptmeteo.tasks.html#module-promptmeteo.tasks">module</a>
</li>
</ul></li>
<li>
promptmeteo.tasks.task
<ul>
<li><a href="promptmeteo.tasks.html#module-promptmeteo.tasks.task">module</a>
</li>
</ul></li>
<li>
promptmeteo.tasks.task_builder
<ul>
<li><a href="promptmeteo.tasks.html#module-promptmeteo.tasks.task_builder">module</a>
</li>
</ul></li>
<li>
promptmeteo.tools
<ul>
<li><a href="promptmeteo.html#module-promptmeteo.tools">module</a>
</li>
</ul></li>
<li>
promptmeteo.validations
<ul>
<li><a href="promptmeteo.html#module-promptmeteo.validations">module</a>
</li>
</ul></li>
<li><a href="promptmeteo.models.html#promptmeteo.models.ModelProvider.PROVIDER_0">PROVIDER_0 (promptmeteo.models.ModelProvider attribute)</a>
</li>
<li><a href="promptmeteo.models.html#promptmeteo.models.ModelProvider.PROVIDER_1">PROVIDER_1 (promptmeteo.models.ModelProvider attribute)</a>
</li>
<li><a href="promptmeteo.models.html#promptmeteo.models.ModelProvider.PROVIDER_2">PROVIDER_2 (promptmeteo.models.ModelProvider attribute)</a>
</li>
<li><a href="promptmeteo.models.html#promptmeteo.models.ModelProvider.PROVIDER_3">PROVIDER_3 (promptmeteo.models.ModelProvider attribute)</a>
</li>
<li><a href="promptmeteo.models.html#promptmeteo.models.ModelProvider.PROVIDER_4">PROVIDER_4 (promptmeteo.models.ModelProvider attribute)</a>
</li>
<li><a href="promptmeteo.models.html#promptmeteo.models.ModelProvider.PROVIDER_5">PROVIDER_5 (promptmeteo.models.ModelProvider attribute)</a>
</li>
</ul></td>
</tr></table>
</section>
<section id="Q" class="genindex-section">
<h2>Q</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
<td style="width: 33%; vertical-align: top;"><ul>
<li><a href="promptmeteo.tasks.html#promptmeteo.tasks.task_builder.TaskTypes.QA">QA (promptmeteo.tasks.task_builder.TaskTypes attribute)</a>
</li>
</ul></td>
</tr></table>
</section>
<section id="R" class="genindex-section">