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<title>promptmeteo.models package - 🔥🧔</title>
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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>
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<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 id="promptmeteo-models-package">
<h1>promptmeteo.models package<a class="headerlink" href="#promptmeteo-models-package" title="Permalink to this heading">#</a></h1>
<section id="submodules">
<h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this heading">#</a></h2>
</section>
<section id="module-promptmeteo.models.azure_openai">
<span id="promptmeteo-models-azure-openai-module"></span><h2>promptmeteo.models.azure_openai module<a class="headerlink" href="#module-promptmeteo.models.azure_openai" title="Permalink to this heading">#</a></h2>
<dl class="py class">
<dt class="sig sig-object py" id="promptmeteo.models.azure_openai.AzureOpenAILLM">
<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">promptmeteo.models.azure_openai.</span></span><span class="sig-name descname"><span class="pre">AzureOpenAILLM</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">model_name</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">''</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">model_params</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">Dict</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">model_provider_token</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">''</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">kwargs</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#promptmeteo.models.azure_openai.AzureOpenAILLM" title="Permalink to this definition">#</a></dt>
<dd><p>Bases: <a class="reference internal" href="#promptmeteo.models.base.BaseModel" title="promptmeteo.models.base.BaseModel"><code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></a></p>
<p>OpenAI LLM model.</p>
</dd></dl>
<dl class="py class">
<dt class="sig sig-object py" id="promptmeteo.models.azure_openai.ModelEnum">
<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">promptmeteo.models.azure_openai.</span></span><span class="sig-name descname"><span class="pre">ModelEnum</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">value</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">names</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">module</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">qualname</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">type</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">start</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">1</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">boundary</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#promptmeteo.models.azure_openai.ModelEnum" title="Permalink to this definition">#</a></dt>
<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">Enum</span></code></p>
<p>Model types with their parameters.</p>
<dl class="py attribute">
<dt class="sig sig-object py" id="promptmeteo.models.azure_openai.ModelEnum.GPT35Turbo">
<span class="sig-name descname"><span class="pre">GPT35Turbo</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre"><class</span> <span class="pre">'promptmeteo.models.azure_openai.ModelEnum.GPT35Turbo'></span></em><a class="headerlink" href="#promptmeteo.models.azure_openai.ModelEnum.GPT35Turbo" title="Permalink to this definition">#</a></dt>
<dd></dd></dl>
<dl class="py attribute">
<dt class="sig sig-object py" id="promptmeteo.models.azure_openai.ModelEnum.GPT35TurboInstruct">
<span class="sig-name descname"><span class="pre">GPT35TurboInstruct</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre"><class</span> <span class="pre">'promptmeteo.models.azure_openai.ModelEnum.GPT35TurboInstruct'></span></em><a class="headerlink" href="#promptmeteo.models.azure_openai.ModelEnum.GPT35TurboInstruct" title="Permalink to this definition">#</a></dt>
<dd></dd></dl>
</dd></dl>
<dl class="py class">
<dt class="sig sig-object py" id="promptmeteo.models.azure_openai.ModelTypes">
<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">promptmeteo.models.azure_openai.</span></span><span class="sig-name descname"><span class="pre">ModelTypes</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">value</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">names</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">module</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">qualname</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">type</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">start</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">1</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">boundary</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#promptmeteo.models.azure_openai.ModelTypes" title="Permalink to this definition">#</a></dt>
<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code>, <code class="xref py py-class docutils literal notranslate"><span class="pre">Enum</span></code></p>
<p>Enum of available model types.</p>
<dl class="py attribute">
<dt class="sig sig-object py" id="promptmeteo.models.azure_openai.ModelTypes.GPT35Turbo">
<span class="sig-name descname"><span class="pre">GPT35Turbo</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">str</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'gpt-3.5-turbo-16k'</span></em><a class="headerlink" href="#promptmeteo.models.azure_openai.ModelTypes.GPT35Turbo" title="Permalink to this definition">#</a></dt>
<dd></dd></dl>
<dl class="py attribute">
<dt class="sig sig-object py" id="promptmeteo.models.azure_openai.ModelTypes.GPT35TurboInstruct">
<span class="sig-name descname"><span class="pre">GPT35TurboInstruct</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">str</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'gpt-3.5-turbo-instruct'</span></em><a class="headerlink" href="#promptmeteo.models.azure_openai.ModelTypes.GPT35TurboInstruct" title="Permalink to this definition">#</a></dt>
<dd></dd></dl>
<dl class="py method">
<dt class="sig sig-object py" id="promptmeteo.models.azure_openai.ModelTypes.has_value">
<em class="property"><span class="pre">classmethod</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">has_value</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">value</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">→</span> <span class="sig-return-typehint"><span class="pre">bool</span></span></span><a class="headerlink" href="#promptmeteo.models.azure_openai.ModelTypes.has_value" title="Permalink to this definition">#</a></dt>
<dd><p>Checks if the value is in the enum or not.</p>
</dd></dl>
</dd></dl>
</section>
<section id="module-promptmeteo.models.base">
<span id="promptmeteo-models-base-module"></span><h2>promptmeteo.models.base module<a class="headerlink" href="#module-promptmeteo.models.base" title="Permalink to this heading">#</a></h2>
<dl class="py class">
<dt class="sig sig-object py" id="promptmeteo.models.base.BaseModel">
<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">promptmeteo.models.base.</span></span><span class="sig-name descname"><span class="pre">BaseModel</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">kwargs</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#promptmeteo.models.base.BaseModel" title="Permalink to this definition">#</a></dt>
<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">ABC</span></code></p>
<p>Model Interface.</p>
<dl class="py property">
<dt class="sig sig-object py" id="promptmeteo.models.base.BaseModel.embeddings">
<em class="property"><span class="pre">property</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">embeddings</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">Embeddings</span></em><a class="headerlink" href="#promptmeteo.models.base.BaseModel.embeddings" title="Permalink to this definition">#</a></dt>
<dd><p>Get Model Embeddings.</p>
</dd></dl>
<dl class="py property">
<dt class="sig sig-object py" id="promptmeteo.models.base.BaseModel.llm">
<em class="property"><span class="pre">property</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">llm</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">BaseLLM</span></em><a class="headerlink" href="#promptmeteo.models.base.BaseModel.llm" title="Permalink to this definition">#</a></dt>
<dd><p>Get Model LLM.</p>
</dd></dl>
<dl class="py method">
<dt class="sig sig-object py" id="promptmeteo.models.base.BaseModel.run">
<span class="sig-name descname"><span class="pre">run</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">sample</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">→</span> <span class="sig-return-typehint"><span class="pre">str</span></span></span><a class="headerlink" href="#promptmeteo.models.base.BaseModel.run" title="Permalink to this definition">#</a></dt>
<dd><p>Executes the model LLM and return its prediction.</p>
</dd></dl>
</dd></dl>
</section>
<section id="module-promptmeteo.models.bedrock">
<span id="promptmeteo-models-bedrock-module"></span><h2>promptmeteo.models.bedrock module<a class="headerlink" href="#module-promptmeteo.models.bedrock" title="Permalink to this heading">#</a></h2>
<dl class="py class">
<dt class="sig sig-object py" id="promptmeteo.models.bedrock.BedrockLLM">
<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">promptmeteo.models.bedrock.</span></span><span class="sig-name descname"><span class="pre">BedrockLLM</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">model_name</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">''</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">model_params</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">Dict</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">model_provider_token</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">''</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">kwargs</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#promptmeteo.models.bedrock.BedrockLLM" title="Permalink to this definition">#</a></dt>
<dd><p>Bases: <a class="reference internal" href="#promptmeteo.models.base.BaseModel" title="promptmeteo.models.base.BaseModel"><code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></a></p>
<p>Bedrock LLM model.</p>
</dd></dl>
<dl class="py class">
<dt class="sig sig-object py" id="promptmeteo.models.bedrock.ModelEnum">
<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">promptmeteo.models.bedrock.</span></span><span class="sig-name descname"><span class="pre">ModelEnum</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">value</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">names</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">module</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">qualname</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">type</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">start</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">1</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">boundary</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#promptmeteo.models.bedrock.ModelEnum" title="Permalink to this definition">#</a></dt>
<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">Enum</span></code></p>
<p>Model Parameters.</p>
<dl class="py attribute">
<dt class="sig sig-object py" id="promptmeteo.models.bedrock.ModelEnum.AnthropicClaudeV2">
<span class="sig-name descname"><span class="pre">AnthropicClaudeV2</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre"><class</span> <span class="pre">'promptmeteo.models.bedrock.ModelEnum.AnthropicClaudeV2'></span></em><a class="headerlink" href="#promptmeteo.models.bedrock.ModelEnum.AnthropicClaudeV2" title="Permalink to this definition">#</a></dt>
<dd></dd></dl>
</dd></dl>
<dl class="py class">
<dt class="sig sig-object py" id="promptmeteo.models.bedrock.ModelTypes">
<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">promptmeteo.models.bedrock.</span></span><span class="sig-name descname"><span class="pre">ModelTypes</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">value</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">names</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">module</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">qualname</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">type</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">start</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">1</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">boundary</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#promptmeteo.models.bedrock.ModelTypes" title="Permalink to this definition">#</a></dt>
<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code>, <code class="xref py py-class docutils literal notranslate"><span class="pre">Enum</span></code></p>
<p>Enum of available model types.</p>
<dl class="py attribute">
<dt class="sig sig-object py" id="promptmeteo.models.bedrock.ModelTypes.AnthropicClaudeV2">
<span class="sig-name descname"><span class="pre">AnthropicClaudeV2</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">str</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'anthropic.claude-v2'</span></em><a class="headerlink" href="#promptmeteo.models.bedrock.ModelTypes.AnthropicClaudeV2" title="Permalink to this definition">#</a></dt>
<dd></dd></dl>
<dl class="py method">
<dt class="sig sig-object py" id="promptmeteo.models.bedrock.ModelTypes.has_value">
<em class="property"><span class="pre">classmethod</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">has_value</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">value</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">→</span> <span class="sig-return-typehint"><span class="pre">bool</span></span></span><a class="headerlink" href="#promptmeteo.models.bedrock.ModelTypes.has_value" title="Permalink to this definition">#</a></dt>
<dd><p>Checks if the value is in the enum or not.</p>
</dd></dl>
</dd></dl>
</section>
<section id="module-promptmeteo.models.fake_llm">
<span id="promptmeteo-models-fake-llm-module"></span><h2>promptmeteo.models.fake_llm module<a class="headerlink" href="#module-promptmeteo.models.fake_llm" title="Permalink to this heading">#</a></h2>
<dl class="py class">
<dt class="sig sig-object py" id="promptmeteo.models.fake_llm.FakeLLM">
<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">promptmeteo.models.fake_llm.</span></span><span class="sig-name descname"><span class="pre">FakeLLM</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">model_name</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">''</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">model_params</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">Dict</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">model_provider_token</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">''</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#promptmeteo.models.fake_llm.FakeLLM" title="Permalink to this definition">#</a></dt>
<dd><p>Bases: <a class="reference internal" href="#promptmeteo.models.base.BaseModel" title="promptmeteo.models.base.BaseModel"><code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></a></p>
<p>Fake LLM class.</p>
<dl class="py attribute">
<dt class="sig sig-object py" id="promptmeteo.models.fake_llm.FakeLLM.LLM_MAPPING">
<span class="sig-name descname"><span class="pre">LLM_MAPPING</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">Dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">LLM</span><span class="p"><span class="pre">]</span></span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">{'fake-list':</span> <span class="pre"><class</span> <span class="pre">'promptmeteo.models.fake_llm.FakeListLLM'>,</span> <span class="pre">'fake-prompt_copy':</span> <span class="pre"><class</span> <span class="pre">'promptmeteo.models.fake_llm.FakePromptCopyLLM'>,</span> <span class="pre">'fake-static':</span> <span class="pre"><class</span> <span class="pre">'promptmeteo.models.fake_llm.FakeStaticLLM'>}</span></em><a class="headerlink" href="#promptmeteo.models.fake_llm.FakeLLM.LLM_MAPPING" title="Permalink to this definition">#</a></dt>
<dd></dd></dl>
</dd></dl>
<dl class="py class">
<dt class="sig sig-object py" id="promptmeteo.models.fake_llm.FakeListLLM">
<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">promptmeteo.models.fake_llm.</span></span><span class="sig-name descname"><span class="pre">FakeListLLM</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">name</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">cache</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">verbose</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">callbacks</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">List</span><span class="p"><span class="pre">[</span></span><span class="pre">BaseCallbackHandler</span><span class="p"><span class="pre">]</span></span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">BaseCallbackManager</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">tags</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">List</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">]</span></span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">metadata</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">Dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">callback_manager</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">BaseCallbackManager</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">responses</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">List</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">['uno',</span> <span class="pre">'dos',</span> <span class="pre">'tres']</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">i</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">int</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">0</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#promptmeteo.models.fake_llm.FakeListLLM" title="Permalink to this definition">#</a></dt>
<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">LLM</span></code></p>
<p>Fake LLM wrapper for testing purposes.</p>
<dl class="py attribute">
<dt class="sig sig-object py" id="promptmeteo.models.fake_llm.FakeListLLM.i">
<span class="sig-name descname"><span class="pre">i</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">int</span></em><a class="headerlink" href="#promptmeteo.models.fake_llm.FakeListLLM.i" title="Permalink to this definition">#</a></dt>
<dd></dd></dl>
<dl class="py attribute">
<dt class="sig sig-object py" id="promptmeteo.models.fake_llm.FakeListLLM.responses">
<span class="sig-name descname"><span class="pre">responses</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">List</span></em><a class="headerlink" href="#promptmeteo.models.fake_llm.FakeListLLM.responses" title="Permalink to this definition">#</a></dt>
<dd></dd></dl>
</dd></dl>
<dl class="py class">
<dt class="sig sig-object py" id="promptmeteo.models.fake_llm.FakePromptCopyLLM">
<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">promptmeteo.models.fake_llm.</span></span><span class="sig-name descname"><span class="pre">FakePromptCopyLLM</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">name</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">cache</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">verbose</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">callbacks</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">List</span><span class="p"><span class="pre">[</span></span><span class="pre">BaseCallbackHandler</span><span class="p"><span class="pre">]</span></span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">BaseCallbackManager</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">tags</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">List</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">]</span></span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">metadata</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">Dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">callback_manager</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">BaseCallbackManager</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#promptmeteo.models.fake_llm.FakePromptCopyLLM" title="Permalink to this definition">#</a></dt>
<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">LLM</span></code></p>
<p>Fake Prompt Copy LLM wrapper for testing purposes.</p>
</dd></dl>
<dl class="py class">
<dt class="sig sig-object py" id="promptmeteo.models.fake_llm.FakeStaticLLM">
<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">promptmeteo.models.fake_llm.</span></span><span class="sig-name descname"><span class="pre">FakeStaticLLM</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">name</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">cache</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">verbose</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">callbacks</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">List</span><span class="p"><span class="pre">[</span></span><span class="pre">BaseCallbackHandler</span><span class="p"><span class="pre">]</span></span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">BaseCallbackManager</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">tags</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">List</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">]</span></span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">metadata</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">Dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">callback_manager</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">BaseCallbackManager</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">response</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">'positive'</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#promptmeteo.models.fake_llm.FakeStaticLLM" title="Permalink to this definition">#</a></dt>
<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">LLM</span></code></p>
<p>Fake Static LLM wrapper for testing purposes.</p>
<dl class="py attribute">
<dt class="sig sig-object py" id="promptmeteo.models.fake_llm.FakeStaticLLM.response">
<span class="sig-name descname"><span class="pre">response</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">str</span></em><a class="headerlink" href="#promptmeteo.models.fake_llm.FakeStaticLLM.response" title="Permalink to this definition">#</a></dt>
<dd></dd></dl>
</dd></dl>
<dl class="py class">
<dt class="sig sig-object py" id="promptmeteo.models.fake_llm.ModelTypes">
<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">promptmeteo.models.fake_llm.</span></span><span class="sig-name descname"><span class="pre">ModelTypes</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">value</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">names</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">module</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">qualname</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">type</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">start</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">1</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">boundary</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#promptmeteo.models.fake_llm.ModelTypes" title="Permalink to this definition">#</a></dt>
<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">Enum</span></code></p>
<p>FakeLLM Model Types.</p>
<dl class="py attribute">
<dt class="sig sig-object py" id="promptmeteo.models.fake_llm.ModelTypes.MODEL_1">
<span class="sig-name descname"><span class="pre">MODEL_1</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">str</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'fake-static'</span></em><a class="headerlink" href="#promptmeteo.models.fake_llm.ModelTypes.MODEL_1" title="Permalink to this definition">#</a></dt>
<dd></dd></dl>
<dl class="py attribute">
<dt class="sig sig-object py" id="promptmeteo.models.fake_llm.ModelTypes.MODEL_2">
<span class="sig-name descname"><span class="pre">MODEL_2</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">str</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'fake-prompt_copy'</span></em><a class="headerlink" href="#promptmeteo.models.fake_llm.ModelTypes.MODEL_2" title="Permalink to this definition">#</a></dt>
<dd></dd></dl>
<dl class="py attribute">
<dt class="sig sig-object py" id="promptmeteo.models.fake_llm.ModelTypes.MODEL_3">
<span class="sig-name descname"><span class="pre">MODEL_3</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">str</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'fake-list'</span></em><a class="headerlink" href="#promptmeteo.models.fake_llm.ModelTypes.MODEL_3" title="Permalink to this definition">#</a></dt>
<dd></dd></dl>
</dd></dl>
</section>
<section id="module-promptmeteo.models.google_vertexai">
<span id="promptmeteo-models-google-vertexai-module"></span><h2>promptmeteo.models.google_vertexai module<a class="headerlink" href="#module-promptmeteo.models.google_vertexai" title="Permalink to this heading">#</a></h2>
<dl class="py class">
<dt class="sig sig-object py" id="promptmeteo.models.google_vertexai.GoogleVertexAILLM">
<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">promptmeteo.models.google_vertexai.</span></span><span class="sig-name descname"><span class="pre">GoogleVertexAILLM</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">model_name</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">''</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">model_params</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">Dict</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">model_provider_token</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">''</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">model_provider_project</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#promptmeteo.models.google_vertexai.GoogleVertexAILLM" title="Permalink to this definition">#</a></dt>
<dd><p>Bases: <a class="reference internal" href="#promptmeteo.models.base.BaseModel" title="promptmeteo.models.base.BaseModel"><code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></a></p>
<p>Google VertexAI LLM model.</p>
</dd></dl>
<dl class="py class">
<dt class="sig sig-object py" id="promptmeteo.models.google_vertexai.ModelEnum">
<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">promptmeteo.models.google_vertexai.</span></span><span class="sig-name descname"><span class="pre">ModelEnum</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">value</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">names</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">module</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">qualname</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">type</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">start</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">1</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">boundary</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#promptmeteo.models.google_vertexai.ModelEnum" title="Permalink to this definition">#</a></dt>
<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">Enum</span></code></p>
<p>Model types with their parameters.</p>
<dl class="py attribute">
<dt class="sig sig-object py" id="promptmeteo.models.google_vertexai.ModelEnum.TextBison">
<span class="sig-name descname"><span class="pre">TextBison</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre"><class</span> <span class="pre">'promptmeteo.models.google_vertexai.ModelEnum.TextBison'></span></em><a class="headerlink" href="#promptmeteo.models.google_vertexai.ModelEnum.TextBison" title="Permalink to this definition">#</a></dt>
<dd></dd></dl>
<dl class="py attribute">
<dt class="sig sig-object py" id="promptmeteo.models.google_vertexai.ModelEnum.TextBison001">
<span class="sig-name descname"><span class="pre">TextBison001</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre"><class</span> <span class="pre">'promptmeteo.models.google_vertexai.ModelEnum.TextBison001'></span></em><a class="headerlink" href="#promptmeteo.models.google_vertexai.ModelEnum.TextBison001" title="Permalink to this definition">#</a></dt>
<dd></dd></dl>
<dl class="py attribute">
<dt class="sig sig-object py" id="promptmeteo.models.google_vertexai.ModelEnum.TextBison32k">
<span class="sig-name descname"><span class="pre">TextBison32k</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre"><class</span> <span class="pre">'promptmeteo.models.google_vertexai.ModelEnum.TextBison32k'></span></em><a class="headerlink" href="#promptmeteo.models.google_vertexai.ModelEnum.TextBison32k" title="Permalink to this definition">#</a></dt>
<dd></dd></dl>
</dd></dl>
<dl class="py class">
<dt class="sig sig-object py" id="promptmeteo.models.google_vertexai.ModelTypes">
<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">promptmeteo.models.google_vertexai.</span></span><span class="sig-name descname"><span class="pre">ModelTypes</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">value</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">names</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">module</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">qualname</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">type</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">start</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">1</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">boundary</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#promptmeteo.models.google_vertexai.ModelTypes" title="Permalink to this definition">#</a></dt>
<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code>, <code class="xref py py-class docutils literal notranslate"><span class="pre">Enum</span></code></p>
<p>Enum of available model types.</p>
<dl class="py attribute">
<dt class="sig sig-object py" id="promptmeteo.models.google_vertexai.ModelTypes.TextBison">
<span class="sig-name descname"><span class="pre">TextBison</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">str</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'text-bison'</span></em><a class="headerlink" href="#promptmeteo.models.google_vertexai.ModelTypes.TextBison" title="Permalink to this definition">#</a></dt>
<dd></dd></dl>
<dl class="py attribute">
<dt class="sig sig-object py" id="promptmeteo.models.google_vertexai.ModelTypes.TextBison001">
<span class="sig-name descname"><span class="pre">TextBison001</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">str</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'text-bison@001'</span></em><a class="headerlink" href="#promptmeteo.models.google_vertexai.ModelTypes.TextBison001" title="Permalink to this definition">#</a></dt>
<dd></dd></dl>
<dl class="py attribute">
<dt class="sig sig-object py" id="promptmeteo.models.google_vertexai.ModelTypes.TextBison32k">
<span class="sig-name descname"><span class="pre">TextBison32k</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">str</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'text-bison-32k'</span></em><a class="headerlink" href="#promptmeteo.models.google_vertexai.ModelTypes.TextBison32k" title="Permalink to this definition">#</a></dt>
<dd></dd></dl>
<dl class="py method">
<dt class="sig sig-object py" id="promptmeteo.models.google_vertexai.ModelTypes.has_value">
<em class="property"><span class="pre">classmethod</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">has_value</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">value</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">→</span> <span class="sig-return-typehint"><span class="pre">bool</span></span></span><a class="headerlink" href="#promptmeteo.models.google_vertexai.ModelTypes.has_value" title="Permalink to this definition">#</a></dt>
<dd><p>Checks if the value is in the enum or not.</p>
</dd></dl>
</dd></dl>
</section>
<section id="module-promptmeteo.models.hf_hub_api">
<span id="promptmeteo-models-hf-hub-api-module"></span><h2>promptmeteo.models.hf_hub_api module<a class="headerlink" href="#module-promptmeteo.models.hf_hub_api" title="Permalink to this heading">#</a></h2>
<dl class="py class">
<dt class="sig sig-object py" id="promptmeteo.models.hf_hub_api.HFHubApiLLM">
<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">promptmeteo.models.hf_hub_api.</span></span><span class="sig-name descname"><span class="pre">HFHubApiLLM</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">model_name</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">''</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">model_params</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference internal" href="#promptmeteo.models.hf_hub_api.ModelEnum" title="promptmeteo.models.hf_hub_api.ModelEnum"><span class="pre">ModelEnum</span></a><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">model_provider_token</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">''</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#promptmeteo.models.hf_hub_api.HFHubApiLLM" title="Permalink to this definition">#</a></dt>
<dd><p>Bases: <a class="reference internal" href="#promptmeteo.models.base.BaseModel" title="promptmeteo.models.base.BaseModel"><code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></a></p>
<p>HuggingFace API call.</p>
</dd></dl>
<dl class="py class">
<dt class="sig sig-object py" id="promptmeteo.models.hf_hub_api.ModelEnum">
<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">promptmeteo.models.hf_hub_api.</span></span><span class="sig-name descname"><span class="pre">ModelEnum</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">value</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">names</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">module</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">qualname</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">type</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">start</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">1</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">boundary</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#promptmeteo.models.hf_hub_api.ModelEnum" title="Permalink to this definition">#</a></dt>
<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">Enum</span></code></p>
<p>Model Parameters Enum</p>
<dl class="py attribute">
<dt class="sig sig-object py" id="promptmeteo.models.hf_hub_api.ModelEnum.FlanT5Xxl">
<span class="sig-name descname"><span class="pre">FlanT5Xxl</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre"><class</span> <span class="pre">'promptmeteo.models.hf_hub_api.ModelEnum.FlanT5Xxl'></span></em><a class="headerlink" href="#promptmeteo.models.hf_hub_api.ModelEnum.FlanT5Xxl" title="Permalink to this definition">#</a></dt>
<dd></dd></dl>
</dd></dl>
<dl class="py class">
<dt class="sig sig-object py" id="promptmeteo.models.hf_hub_api.ModelTypes">
<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">promptmeteo.models.hf_hub_api.</span></span><span class="sig-name descname"><span class="pre">ModelTypes</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">value</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">names</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">module</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">qualname</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">type</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">start</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">1</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">boundary</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#promptmeteo.models.hf_hub_api.ModelTypes" title="Permalink to this definition">#</a></dt>
<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code>, <code class="xref py py-class docutils literal notranslate"><span class="pre">Enum</span></code></p>
<p>Enum of available model types.</p>
<dl class="py attribute">
<dt class="sig sig-object py" id="promptmeteo.models.hf_hub_api.ModelTypes.FlanT5Xxl">
<span class="sig-name descname"><span class="pre">FlanT5Xxl</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">str</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'google/flan-t5-xxl'</span></em><a class="headerlink" href="#promptmeteo.models.hf_hub_api.ModelTypes.FlanT5Xxl" title="Permalink to this definition">#</a></dt>
<dd></dd></dl>
<dl class="py method">
<dt class="sig sig-object py" id="promptmeteo.models.hf_hub_api.ModelTypes.has_value">
<em class="property"><span class="pre">classmethod</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">has_value</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">value</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">→</span> <span class="sig-return-typehint"><span class="pre">bool</span></span></span><a class="headerlink" href="#promptmeteo.models.hf_hub_api.ModelTypes.has_value" title="Permalink to this definition">#</a></dt>
<dd><p>Checks if the value is in the enum or not.</p>
</dd></dl>
</dd></dl>
</section>
<section id="module-promptmeteo.models.hf_pipeline">
<span id="promptmeteo-models-hf-pipeline-module"></span><h2>promptmeteo.models.hf_pipeline module<a class="headerlink" href="#module-promptmeteo.models.hf_pipeline" title="Permalink to this heading">#</a></h2>
<dl class="py class">
<dt class="sig sig-object py" id="promptmeteo.models.hf_pipeline.HFPipelineLLM">
<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">promptmeteo.models.hf_pipeline.</span></span><span class="sig-name descname"><span class="pre">HFPipelineLLM</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">model_name</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">''</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">model_params</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference internal" href="#promptmeteo.models.hf_pipeline.ModelParams" title="promptmeteo.models.hf_pipeline.ModelParams"><span class="pre">ModelParams</span></a><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">model_provider_token</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">''</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#promptmeteo.models.hf_pipeline.HFPipelineLLM" title="Permalink to this definition">#</a></dt>
<dd><p>Bases: <a class="reference internal" href="#promptmeteo.models.base.BaseModel" title="promptmeteo.models.base.BaseModel"><code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></a></p>
<p>HuggingFace Local Pipeline.</p>
</dd></dl>
<dl class="py class">
<dt class="sig sig-object py" id="promptmeteo.models.hf_pipeline.ModelParams">
<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">promptmeteo.models.hf_pipeline.</span></span><span class="sig-name descname"><span class="pre">ModelParams</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">value</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">names</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">module</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">qualname</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">type</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">start</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">1</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">boundary</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#promptmeteo.models.hf_pipeline.ModelParams" title="Permalink to this definition">#</a></dt>
<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">Enum</span></code></p>
<p>Model Parameters.</p>
<dl class="py attribute">
<dt class="sig sig-object py" id="promptmeteo.models.hf_pipeline.ModelParams.MODEL_1">
<span class="sig-name descname"><span class="pre">MODEL_1</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre"><class</span> <span class="pre">'promptmeteo.models.hf_pipeline.ModelParams.MODEL_1'></span></em><a class="headerlink" href="#promptmeteo.models.hf_pipeline.ModelParams.MODEL_1" title="Permalink to this definition">#</a></dt>
<dd></dd></dl>
</dd></dl>
<dl class="py class">
<dt class="sig sig-object py" id="promptmeteo.models.hf_pipeline.ModelTypes">
<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">promptmeteo.models.hf_pipeline.</span></span><span class="sig-name descname"><span class="pre">ModelTypes</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">value</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">names</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">module</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">qualname</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">type</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">start</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">1</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">boundary</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#promptmeteo.models.hf_pipeline.ModelTypes" title="Permalink to this definition">#</a></dt>
<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code>, <code class="xref py py-class docutils literal notranslate"><span class="pre">Enum</span></code></p>
<p>Enum of available model types.</p>
<dl class="py attribute">
<dt class="sig sig-object py" id="promptmeteo.models.hf_pipeline.ModelTypes.MODEL_1">
<span class="sig-name descname"><span class="pre">MODEL_1</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'google/flan-t5-small'</span></em><a class="headerlink" href="#promptmeteo.models.hf_pipeline.ModelTypes.MODEL_1" title="Permalink to this definition">#</a></dt>
<dd></dd></dl>
<dl class="py method">
<dt class="sig sig-object py" id="promptmeteo.models.hf_pipeline.ModelTypes.has_value">
<em class="property"><span class="pre">classmethod</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">has_value</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">value</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#promptmeteo.models.hf_pipeline.ModelTypes.has_value" title="Permalink to this definition">#</a></dt>
<dd><p>Return whether the value is in the class or not.</p>
</dd></dl>
</dd></dl>
</section>
<section id="module-promptmeteo.models.openai">
<span id="promptmeteo-models-openai-module"></span><h2>promptmeteo.models.openai module<a class="headerlink" href="#module-promptmeteo.models.openai" title="Permalink to this heading">#</a></h2>
<dl class="py class">
<dt class="sig sig-object py" id="promptmeteo.models.openai.ModelEnum">
<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">promptmeteo.models.openai.</span></span><span class="sig-name descname"><span class="pre">ModelEnum</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">value</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">names</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">module</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">qualname</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">type</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">start</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">1</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">boundary</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#promptmeteo.models.openai.ModelEnum" title="Permalink to this definition">#</a></dt>
<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">Enum</span></code></p>
<p>Model Parameters.</p>
<dl class="py attribute">
<dt class="sig sig-object py" id="promptmeteo.models.openai.ModelEnum.GPT35Turbo">
<span class="sig-name descname"><span class="pre">GPT35Turbo</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre"><class</span> <span class="pre">'promptmeteo.models.openai.ModelEnum.GPT35Turbo'></span></em><a class="headerlink" href="#promptmeteo.models.openai.ModelEnum.GPT35Turbo" title="Permalink to this definition">#</a></dt>
<dd></dd></dl>
<dl class="py attribute">
<dt class="sig sig-object py" id="promptmeteo.models.openai.ModelEnum.GPT35TurboInstruct">
<span class="sig-name descname"><span class="pre">GPT35TurboInstruct</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre"><class</span> <span class="pre">'promptmeteo.models.openai.ModelEnum.GPT35TurboInstruct'></span></em><a class="headerlink" href="#promptmeteo.models.openai.ModelEnum.GPT35TurboInstruct" title="Permalink to this definition">#</a></dt>
<dd></dd></dl>
</dd></dl>
<dl class="py class">
<dt class="sig sig-object py" id="promptmeteo.models.openai.ModelTypes">
<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">promptmeteo.models.openai.</span></span><span class="sig-name descname"><span class="pre">ModelTypes</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">value</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">names</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">module</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">qualname</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">type</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">start</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">1</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">boundary</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#promptmeteo.models.openai.ModelTypes" title="Permalink to this definition">#</a></dt>
<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code>, <code class="xref py py-class docutils literal notranslate"><span class="pre">Enum</span></code></p>
<p>Enum of available model types.</p>
<dl class="py attribute">
<dt class="sig sig-object py" id="promptmeteo.models.openai.ModelTypes.GPT35Turbo">
<span class="sig-name descname"><span class="pre">GPT35Turbo</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">str</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'gpt-3.5-turbo-16k'</span></em><a class="headerlink" href="#promptmeteo.models.openai.ModelTypes.GPT35Turbo" title="Permalink to this definition">#</a></dt>
<dd></dd></dl>
<dl class="py attribute">
<dt class="sig sig-object py" id="promptmeteo.models.openai.ModelTypes.GPT35TurboInstruct">
<span class="sig-name descname"><span class="pre">GPT35TurboInstruct</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">str</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'gpt-3.5-turbo-instruct'</span></em><a class="headerlink" href="#promptmeteo.models.openai.ModelTypes.GPT35TurboInstruct" title="Permalink to this definition">#</a></dt>
<dd></dd></dl>
<dl class="py method">
<dt class="sig sig-object py" id="promptmeteo.models.openai.ModelTypes.has_value">
<em class="property"><span class="pre">classmethod</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">has_value</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">value</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">→</span> <span class="sig-return-typehint"><span class="pre">bool</span></span></span><a class="headerlink" href="#promptmeteo.models.openai.ModelTypes.has_value" title="Permalink to this definition">#</a></dt>
<dd><p>Checks if the value is in the enum or not.</p>
</dd></dl>
</dd></dl>
<dl class="py class">
<dt class="sig sig-object py" id="promptmeteo.models.openai.OpenAILLM">
<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">promptmeteo.models.openai.</span></span><span class="sig-name descname"><span class="pre">OpenAILLM</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">model_name</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">''</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">model_params</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">Dict</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">model_provider_token</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">''</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#promptmeteo.models.openai.OpenAILLM" title="Permalink to this definition">#</a></dt>
<dd><p>Bases: <a class="reference internal" href="#promptmeteo.models.base.BaseModel" title="promptmeteo.models.base.BaseModel"><code class="xref py py-class docutils literal notranslate"><span class="pre">BaseModel</span></code></a></p>
<p>OpenAI LLM model.</p>
</dd></dl>
</section>
<section id="module-promptmeteo.models">
<span id="module-contents"></span><h2>Module contents<a class="headerlink" href="#module-promptmeteo.models" title="Permalink to this heading">#</a></h2>
<dl class="py class">
<dt class="sig sig-object py" id="promptmeteo.models.ModelFactory">
<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">promptmeteo.models.</span></span><span class="sig-name descname"><span class="pre">ModelFactory</span></span><a class="headerlink" href="#promptmeteo.models.ModelFactory" title="Permalink to this definition">#</a></dt>
<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">object</span></code></p>
<p>The ModelFactory class is used to create a BaseModel object from the given
configuration.</p>
<dl class="py attribute">
<dt class="sig sig-object py" id="promptmeteo.models.ModelFactory.MAPPING">
<span class="sig-name descname"><span class="pre">MAPPING</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">{ModelProvider.PROVIDER_5:</span> <span class="pre"><class</span> <span class="pre">'promptmeteo.models.bedrock.BedrockLLM'>,</span> <span class="pre">ModelProvider.PROVIDER_0:</span> <span class="pre"><class</span> <span class="pre">'promptmeteo.models.fake_llm.FakeLLM'>,</span> <span class="pre">ModelProvider.PROVIDER_2:</span> <span class="pre"><class</span> <span class="pre">'promptmeteo.models.hf_hub_api.HFHubApiLLM'>,</span> <span class="pre">ModelProvider.PROVIDER_3:</span> <span class="pre"><class</span> <span class="pre">'promptmeteo.models.google_vertexai.GoogleVertexAILLM'>,</span> <span class="pre">ModelProvider.PROVIDER_1:</span> <span class="pre"><class</span> <span class="pre">'promptmeteo.models.openai.OpenAILLM'>}</span></em><a class="headerlink" href="#promptmeteo.models.ModelFactory.MAPPING" title="Permalink to this definition">#</a></dt>
<dd></dd></dl>
<dl class="py method">
<dt class="sig sig-object py" id="promptmeteo.models.ModelFactory.factory_method">
<em class="property"><span class="pre">classmethod</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">factory_method</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">model_name</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">model_provider_name</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">model_provider_token</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">model_params</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">Dict</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">→</span> <span class="sig-return-typehint"><a class="reference internal" href="#promptmeteo.models.base.BaseModel" title="promptmeteo.models.base.BaseModel"><span class="pre">BaseModel</span></a></span></span><a class="headerlink" href="#promptmeteo.models.ModelFactory.factory_method" title="Permalink to this definition">#</a></dt>
<dd><p>Returns a BaseModel object configured with the settings found in the
provided parameters.</p>
</dd></dl>
</dd></dl>
<dl class="py class">
<dt class="sig sig-object py" id="promptmeteo.models.ModelProvider">
<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">promptmeteo.models.</span></span><span class="sig-name descname"><span class="pre">ModelProvider</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">value</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">names</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">module</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">qualname</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">type</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">start</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">1</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">boundary</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#promptmeteo.models.ModelProvider" title="Permalink to this definition">#</a></dt>
<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code>, <code class="xref py py-class docutils literal notranslate"><span class="pre">Enum</span></code></p>
<p>LLM providers currently supported by Promptmeteo</p>
<dl class="py attribute">
<dt class="sig sig-object py" id="promptmeteo.models.ModelProvider.PROVIDER_0">
<span class="sig-name descname"><span class="pre">PROVIDER_0</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">str</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'fake-llm'</span></em><a class="headerlink" href="#promptmeteo.models.ModelProvider.PROVIDER_0" title="Permalink to this definition">#</a></dt>
<dd></dd></dl>
<dl class="py attribute">
<dt class="sig sig-object py" id="promptmeteo.models.ModelProvider.PROVIDER_1">
<span class="sig-name descname"><span class="pre">PROVIDER_1</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">str</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'openai'</span></em><a class="headerlink" href="#promptmeteo.models.ModelProvider.PROVIDER_1" title="Permalink to this definition">#</a></dt>
<dd></dd></dl>
<dl class="py attribute">
<dt class="sig sig-object py" id="promptmeteo.models.ModelProvider.PROVIDER_2">
<span class="sig-name descname"><span class="pre">PROVIDER_2</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">str</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'hf_hub_api'</span></em><a class="headerlink" href="#promptmeteo.models.ModelProvider.PROVIDER_2" title="Permalink to this definition">#</a></dt>
<dd></dd></dl>
<dl class="py attribute">
<dt class="sig sig-object py" id="promptmeteo.models.ModelProvider.PROVIDER_3">
<span class="sig-name descname"><span class="pre">PROVIDER_3</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">str</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'hf_pipeline'</span></em><a class="headerlink" href="#promptmeteo.models.ModelProvider.PROVIDER_3" title="Permalink to this definition">#</a></dt>
<dd></dd></dl>
<dl class="py attribute">
<dt class="sig sig-object py" id="promptmeteo.models.ModelProvider.PROVIDER_4">
<span class="sig-name descname"><span class="pre">PROVIDER_4</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">str</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'google-vertexai'</span></em><a class="headerlink" href="#promptmeteo.models.ModelProvider.PROVIDER_4" title="Permalink to this definition">#</a></dt>
<dd></dd></dl>
<dl class="py attribute">
<dt class="sig sig-object py" id="promptmeteo.models.ModelProvider.PROVIDER_5">
<span class="sig-name descname"><span class="pre">PROVIDER_5</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">str</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'bedrock'</span></em><a class="headerlink" href="#promptmeteo.models.ModelProvider.PROVIDER_5" title="Permalink to this definition">#</a></dt>
<dd></dd></dl>
</dd></dl>
</section>
</section>
</article>
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<ul>
<li><a class="reference internal" href="#">promptmeteo.models package</a><ul>
<li><a class="reference internal" href="#submodules">Submodules</a></li>
<li><a class="reference internal" href="#module-promptmeteo.models.azure_openai">promptmeteo.models.azure_openai module</a><ul>
<li><a class="reference internal" href="#promptmeteo.models.azure_openai.AzureOpenAILLM"><code class="docutils literal notranslate"><span class="pre">AzureOpenAILLM</span></code></a></li>
<li><a class="reference internal" href="#promptmeteo.models.azure_openai.ModelEnum"><code class="docutils literal notranslate"><span class="pre">ModelEnum</span></code></a><ul>
<li><a class="reference internal" href="#promptmeteo.models.azure_openai.ModelEnum.GPT35Turbo"><code class="docutils literal notranslate"><span class="pre">ModelEnum.GPT35Turbo</span></code></a></li>
<li><a class="reference internal" href="#promptmeteo.models.azure_openai.ModelEnum.GPT35TurboInstruct"><code class="docutils literal notranslate"><span class="pre">ModelEnum.GPT35TurboInstruct</span></code></a></li>
</ul>
</li>
<li><a class="reference internal" href="#promptmeteo.models.azure_openai.ModelTypes"><code class="docutils literal notranslate"><span class="pre">ModelTypes</span></code></a><ul>
<li><a class="reference internal" href="#promptmeteo.models.azure_openai.ModelTypes.GPT35Turbo"><code class="docutils literal notranslate"><span class="pre">ModelTypes.GPT35Turbo</span></code></a></li>
<li><a class="reference internal" href="#promptmeteo.models.azure_openai.ModelTypes.GPT35TurboInstruct"><code class="docutils literal notranslate"><span class="pre">ModelTypes.GPT35TurboInstruct</span></code></a></li>
<li><a class="reference internal" href="#promptmeteo.models.azure_openai.ModelTypes.has_value"><code class="docutils literal notranslate"><span class="pre">ModelTypes.has_value()</span></code></a></li>
</ul>
</li>
</ul>
</li>
<li><a class="reference internal" href="#module-promptmeteo.models.base">promptmeteo.models.base module</a><ul>
<li><a class="reference internal" href="#promptmeteo.models.base.BaseModel"><code class="docutils literal notranslate"><span class="pre">BaseModel</span></code></a><ul>
<li><a class="reference internal" href="#promptmeteo.models.base.BaseModel.embeddings"><code class="docutils literal notranslate"><span class="pre">BaseModel.embeddings</span></code></a></li>
<li><a class="reference internal" href="#promptmeteo.models.base.BaseModel.llm"><code class="docutils literal notranslate"><span class="pre">BaseModel.llm</span></code></a></li>
<li><a class="reference internal" href="#promptmeteo.models.base.BaseModel.run"><code class="docutils literal notranslate"><span class="pre">BaseModel.run()</span></code></a></li>
</ul>
</li>
</ul>
</li>
<li><a class="reference internal" href="#module-promptmeteo.models.bedrock">promptmeteo.models.bedrock module</a><ul>
<li><a class="reference internal" href="#promptmeteo.models.bedrock.BedrockLLM"><code class="docutils literal notranslate"><span class="pre">BedrockLLM</span></code></a></li>
<li><a class="reference internal" href="#promptmeteo.models.bedrock.ModelEnum"><code class="docutils literal notranslate"><span class="pre">ModelEnum</span></code></a><ul>
<li><a class="reference internal" href="#promptmeteo.models.bedrock.ModelEnum.AnthropicClaudeV2"><code class="docutils literal notranslate"><span class="pre">ModelEnum.AnthropicClaudeV2</span></code></a></li>
</ul>
</li>
<li><a class="reference internal" href="#promptmeteo.models.bedrock.ModelTypes"><code class="docutils literal notranslate"><span class="pre">ModelTypes</span></code></a><ul>
<li><a class="reference internal" href="#promptmeteo.models.bedrock.ModelTypes.AnthropicClaudeV2"><code class="docutils literal notranslate"><span class="pre">ModelTypes.AnthropicClaudeV2</span></code></a></li>
<li><a class="reference internal" href="#promptmeteo.models.bedrock.ModelTypes.has_value"><code class="docutils literal notranslate"><span class="pre">ModelTypes.has_value()</span></code></a></li>
</ul>
</li>
</ul>
</li>
<li><a class="reference internal" href="#module-promptmeteo.models.fake_llm">promptmeteo.models.fake_llm module</a><ul>
<li><a class="reference internal" href="#promptmeteo.models.fake_llm.FakeLLM"><code class="docutils literal notranslate"><span class="pre">FakeLLM</span></code></a><ul>
<li><a class="reference internal" href="#promptmeteo.models.fake_llm.FakeLLM.LLM_MAPPING"><code class="docutils literal notranslate"><span class="pre">FakeLLM.LLM_MAPPING</span></code></a></li>
</ul>
</li>
<li><a class="reference internal" href="#promptmeteo.models.fake_llm.FakeListLLM"><code class="docutils literal notranslate"><span class="pre">FakeListLLM</span></code></a><ul>
<li><a class="reference internal" href="#promptmeteo.models.fake_llm.FakeListLLM.i"><code class="docutils literal notranslate"><span class="pre">FakeListLLM.i</span></code></a></li>
<li><a class="reference internal" href="#promptmeteo.models.fake_llm.FakeListLLM.responses"><code class="docutils literal notranslate"><span class="pre">FakeListLLM.responses</span></code></a></li>
</ul>
</li>
<li><a class="reference internal" href="#promptmeteo.models.fake_llm.FakePromptCopyLLM"><code class="docutils literal notranslate"><span class="pre">FakePromptCopyLLM</span></code></a></li>
<li><a class="reference internal" href="#promptmeteo.models.fake_llm.FakeStaticLLM"><code class="docutils literal notranslate"><span class="pre">FakeStaticLLM</span></code></a><ul>
<li><a class="reference internal" href="#promptmeteo.models.fake_llm.FakeStaticLLM.response"><code class="docutils literal notranslate"><span class="pre">FakeStaticLLM.response</span></code></a></li>
</ul>
</li>
<li><a class="reference internal" href="#promptmeteo.models.fake_llm.ModelTypes"><code class="docutils literal notranslate"><span class="pre">ModelTypes</span></code></a><ul>
<li><a class="reference internal" href="#promptmeteo.models.fake_llm.ModelTypes.MODEL_1"><code class="docutils literal notranslate"><span class="pre">ModelTypes.MODEL_1</span></code></a></li>
<li><a class="reference internal" href="#promptmeteo.models.fake_llm.ModelTypes.MODEL_2"><code class="docutils literal notranslate"><span class="pre">ModelTypes.MODEL_2</span></code></a></li>
<li><a class="reference internal" href="#promptmeteo.models.fake_llm.ModelTypes.MODEL_3"><code class="docutils literal notranslate"><span class="pre">ModelTypes.MODEL_3</span></code></a></li>
</ul>
</li>
</ul>
</li>
<li><a class="reference internal" href="#module-promptmeteo.models.google_vertexai">promptmeteo.models.google_vertexai module</a><ul>
<li><a class="reference internal" href="#promptmeteo.models.google_vertexai.GoogleVertexAILLM"><code class="docutils literal notranslate"><span class="pre">GoogleVertexAILLM</span></code></a></li>
<li><a class="reference internal" href="#promptmeteo.models.google_vertexai.ModelEnum"><code class="docutils literal notranslate"><span class="pre">ModelEnum</span></code></a><ul>
<li><a class="reference internal" href="#promptmeteo.models.google_vertexai.ModelEnum.TextBison"><code class="docutils literal notranslate"><span class="pre">ModelEnum.TextBison</span></code></a></li>
<li><a class="reference internal" href="#promptmeteo.models.google_vertexai.ModelEnum.TextBison001"><code class="docutils literal notranslate"><span class="pre">ModelEnum.TextBison001</span></code></a></li>
<li><a class="reference internal" href="#promptmeteo.models.google_vertexai.ModelEnum.TextBison32k"><code class="docutils literal notranslate"><span class="pre">ModelEnum.TextBison32k</span></code></a></li>
</ul>
</li>
<li><a class="reference internal" href="#promptmeteo.models.google_vertexai.ModelTypes"><code class="docutils literal notranslate"><span class="pre">ModelTypes</span></code></a><ul>
<li><a class="reference internal" href="#promptmeteo.models.google_vertexai.ModelTypes.TextBison"><code class="docutils literal notranslate"><span class="pre">ModelTypes.TextBison</span></code></a></li>
<li><a class="reference internal" href="#promptmeteo.models.google_vertexai.ModelTypes.TextBison001"><code class="docutils literal notranslate"><span class="pre">ModelTypes.TextBison001</span></code></a></li>
<li><a class="reference internal" href="#promptmeteo.models.google_vertexai.ModelTypes.TextBison32k"><code class="docutils literal notranslate"><span class="pre">ModelTypes.TextBison32k</span></code></a></li>
<li><a class="reference internal" href="#promptmeteo.models.google_vertexai.ModelTypes.has_value"><code class="docutils literal notranslate"><span class="pre">ModelTypes.has_value()</span></code></a></li>
</ul>
</li>
</ul>
</li>
<li><a class="reference internal" href="#module-promptmeteo.models.hf_hub_api">promptmeteo.models.hf_hub_api module</a><ul>
<li><a class="reference internal" href="#promptmeteo.models.hf_hub_api.HFHubApiLLM"><code class="docutils literal notranslate"><span class="pre">HFHubApiLLM</span></code></a></li>
<li><a class="reference internal" href="#promptmeteo.models.hf_hub_api.ModelEnum"><code class="docutils literal notranslate"><span class="pre">ModelEnum</span></code></a><ul>
<li><a class="reference internal" href="#promptmeteo.models.hf_hub_api.ModelEnum.FlanT5Xxl"><code class="docutils literal notranslate"><span class="pre">ModelEnum.FlanT5Xxl</span></code></a></li>
</ul>
</li>
<li><a class="reference internal" href="#promptmeteo.models.hf_hub_api.ModelTypes"><code class="docutils literal notranslate"><span class="pre">ModelTypes</span></code></a><ul>
<li><a class="reference internal" href="#promptmeteo.models.hf_hub_api.ModelTypes.FlanT5Xxl"><code class="docutils literal notranslate"><span class="pre">ModelTypes.FlanT5Xxl</span></code></a></li>
<li><a class="reference internal" href="#promptmeteo.models.hf_hub_api.ModelTypes.has_value"><code class="docutils literal notranslate"><span class="pre">ModelTypes.has_value()</span></code></a></li>
</ul>
</li>
</ul>
</li>
<li><a class="reference internal" href="#module-promptmeteo.models.hf_pipeline">promptmeteo.models.hf_pipeline module</a><ul>
<li><a class="reference internal" href="#promptmeteo.models.hf_pipeline.HFPipelineLLM"><code class="docutils literal notranslate"><span class="pre">HFPipelineLLM</span></code></a></li>
<li><a class="reference internal" href="#promptmeteo.models.hf_pipeline.ModelParams"><code class="docutils literal notranslate"><span class="pre">ModelParams</span></code></a><ul>
<li><a class="reference internal" href="#promptmeteo.models.hf_pipeline.ModelParams.MODEL_1"><code class="docutils literal notranslate"><span class="pre">ModelParams.MODEL_1</span></code></a></li>
</ul>
</li>
<li><a class="reference internal" href="#promptmeteo.models.hf_pipeline.ModelTypes"><code class="docutils literal notranslate"><span class="pre">ModelTypes</span></code></a><ul>
<li><a class="reference internal" href="#promptmeteo.models.hf_pipeline.ModelTypes.MODEL_1"><code class="docutils literal notranslate"><span class="pre">ModelTypes.MODEL_1</span></code></a></li>
<li><a class="reference internal" href="#promptmeteo.models.hf_pipeline.ModelTypes.has_value"><code class="docutils literal notranslate"><span class="pre">ModelTypes.has_value()</span></code></a></li>
</ul>
</li>
</ul>
</li>
<li><a class="reference internal" href="#module-promptmeteo.models.openai">promptmeteo.models.openai module</a><ul>
<li><a class="reference internal" href="#promptmeteo.models.openai.ModelEnum"><code class="docutils literal notranslate"><span class="pre">ModelEnum</span></code></a><ul>
<li><a class="reference internal" href="#promptmeteo.models.openai.ModelEnum.GPT35Turbo"><code class="docutils literal notranslate"><span class="pre">ModelEnum.GPT35Turbo</span></code></a></li>
<li><a class="reference internal" href="#promptmeteo.models.openai.ModelEnum.GPT35TurboInstruct"><code class="docutils literal notranslate"><span class="pre">ModelEnum.GPT35TurboInstruct</span></code></a></li>
</ul>
</li>
<li><a class="reference internal" href="#promptmeteo.models.openai.ModelTypes"><code class="docutils literal notranslate"><span class="pre">ModelTypes</span></code></a><ul>
<li><a class="reference internal" href="#promptmeteo.models.openai.ModelTypes.GPT35Turbo"><code class="docutils literal notranslate"><span class="pre">ModelTypes.GPT35Turbo</span></code></a></li>
<li><a class="reference internal" href="#promptmeteo.models.openai.ModelTypes.GPT35TurboInstruct"><code class="docutils literal notranslate"><span class="pre">ModelTypes.GPT35TurboInstruct</span></code></a></li>
<li><a class="reference internal" href="#promptmeteo.models.openai.ModelTypes.has_value"><code class="docutils literal notranslate"><span class="pre">ModelTypes.has_value()</span></code></a></li>
</ul>
</li>
<li><a class="reference internal" href="#promptmeteo.models.openai.OpenAILLM"><code class="docutils literal notranslate"><span class="pre">OpenAILLM</span></code></a></li>
</ul>
</li>
<li><a class="reference internal" href="#module-promptmeteo.models">Module contents</a><ul>
<li><a class="reference internal" href="#promptmeteo.models.ModelFactory"><code class="docutils literal notranslate"><span class="pre">ModelFactory</span></code></a><ul>
<li><a class="reference internal" href="#promptmeteo.models.ModelFactory.MAPPING"><code class="docutils literal notranslate"><span class="pre">ModelFactory.MAPPING</span></code></a></li>
<li><a class="reference internal" href="#promptmeteo.models.ModelFactory.factory_method"><code class="docutils literal notranslate"><span class="pre">ModelFactory.factory_method()</span></code></a></li>
</ul>
</li>
<li><a class="reference internal" href="#promptmeteo.models.ModelProvider"><code class="docutils literal notranslate"><span class="pre">ModelProvider</span></code></a><ul>
<li><a class="reference internal" href="#promptmeteo.models.ModelProvider.PROVIDER_0"><code class="docutils literal notranslate"><span class="pre">ModelProvider.PROVIDER_0</span></code></a></li>
<li><a class="reference internal" href="#promptmeteo.models.ModelProvider.PROVIDER_1"><code class="docutils literal notranslate"><span class="pre">ModelProvider.PROVIDER_1</span></code></a></li>
<li><a class="reference internal" href="#promptmeteo.models.ModelProvider.PROVIDER_2"><code class="docutils literal notranslate"><span class="pre">ModelProvider.PROVIDER_2</span></code></a></li>
<li><a class="reference internal" href="#promptmeteo.models.ModelProvider.PROVIDER_3"><code class="docutils literal notranslate"><span class="pre">ModelProvider.PROVIDER_3</span></code></a></li>
<li><a class="reference internal" href="#promptmeteo.models.ModelProvider.PROVIDER_4"><code class="docutils literal notranslate"><span class="pre">ModelProvider.PROVIDER_4</span></code></a></li>
<li><a class="reference internal" href="#promptmeteo.models.ModelProvider.PROVIDER_5"><code class="docutils literal notranslate"><span class="pre">ModelProvider.PROVIDER_5</span></code></a></li>
</ul>
</li>
</ul>
</li>
</ul>
</li>
</ul>
</div>
</div>
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