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Last update of sphinx html documentation from [eae020c](https://github.com/Prismadic/magnet/tree/eae020c73cfbae784012b9aedbbd54ff7856b5df) |
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<h1>All modules for which code is available</h1> | ||
<ul><li><a href="magnet/utils/data_classes.html">magnet.utils.data_classes</a></li> | ||
<li><a href="magnet/utils/huggingface.html">magnet.utils.huggingface</a></li> | ||
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<h1>Source code for magnet.utils.data_classes</h1><div class="highlight"><pre> | ||
<span></span><span class="kn">from</span> <span class="nn">dataclasses</span> <span class="kn">import</span> <span class="n">dataclass</span> | ||
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<div class="viewcode-block" id="Payload"> | ||
<a class="viewcode-back" href="../../../magnet.utils.html#magnet.utils.data_classes.Payload">[docs]</a> | ||
<span class="nd">@dataclass</span> | ||
<span class="k">class</span> <span class="nc">Payload</span><span class="p">:</span> | ||
<span class="n">text</span><span class="p">:</span> <span class="nb">str</span> | ||
<span class="n">document</span><span class="p">:</span> <span class="nb">str</span></div> | ||
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<div class="viewcode-block" id="GeneratedPayload"> | ||
<a class="viewcode-back" href="../../../magnet.utils.html#magnet.utils.data_classes.GeneratedPayload">[docs]</a> | ||
<span class="nd">@dataclass</span> | ||
<span class="k">class</span> <span class="nc">GeneratedPayload</span><span class="p">:</span> | ||
<span class="n">query</span><span class="p">:</span> <span class="nb">str</span> | ||
<span class="n">prompt</span><span class="p">:</span> <span class="nb">str</span> | ||
<span class="n">context</span><span class="p">:</span> <span class="nb">list</span> | ||
<span class="n">result</span><span class="p">:</span> <span class="nb">str</span> | ||
<span class="n">model</span><span class="p">:</span> <span class="nb">str</span></div> | ||
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||
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<div class="viewcode-block" id="EmbeddingPayload"> | ||
<a class="viewcode-back" href="../../../magnet.utils.html#magnet.utils.data_classes.EmbeddingPayload">[docs]</a> | ||
<span class="nd">@dataclass</span> | ||
<span class="k">class</span> <span class="nc">EmbeddingPayload</span><span class="p">:</span> | ||
<span class="n">document</span><span class="p">:</span> <span class="nb">str</span> | ||
<span class="n">embedding</span><span class="p">:</span> <span class="nb">list</span> | ||
<span class="n">text</span><span class="p">:</span> <span class="nb">list</span> | ||
<span class="n">model</span><span class="p">:</span> <span class="nb">str</span></div> | ||
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</pre></div> | ||
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<h1>Source code for magnet.utils.huggingface</h1><div class="highlight"><pre> | ||
<span></span><span class="kn">import</span> <span class="nn">requests</span> | ||
<span class="kn">import</span> <span class="nn">json</span> | ||
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||
<div class="viewcode-block" id="InferenceAPI"> | ||
<a class="viewcode-back" href="../../../magnet.utils.html#magnet.utils.huggingface.InferenceAPI">[docs]</a> | ||
<span class="k">class</span> <span class="nc">InferenceAPI</span><span class="p">:</span> | ||
<span class="k">def</span> <span class="fm">__init__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">token</span><span class="p">):</span> | ||
<span class="bp">self</span><span class="o">.</span><span class="n">token</span> <span class="o">=</span> <span class="n">token</span> | ||
|
||
<div class="viewcode-block" id="InferenceAPI.invoke"> | ||
<a class="viewcode-back" href="../../../magnet.utils.html#magnet.utils.huggingface.InferenceAPI.invoke">[docs]</a> | ||
<span class="k">def</span> <span class="nf">invoke</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">payload</span><span class="p">):</span> | ||
<span class="n">payload</span> <span class="o">=</span> <span class="n">json</span><span class="o">.</span><span class="n">loads</span><span class="p">(</span><span class="n">payload</span><span class="p">)</span> | ||
<span class="n">headers</span> <span class="o">=</span> <span class="p">{</span><span class="s2">"Authorization"</span><span class="p">:</span> <span class="sa">f</span><span class="s2">"Bearer </span><span class="si">{</span><span class="bp">self</span><span class="o">.</span><span class="n">token</span><span class="si">}</span><span class="s2">"</span><span class="p">}</span> | ||
<span class="n">response</span> <span class="o">=</span> <span class="n">requests</span><span class="o">.</span><span class="n">post</span><span class="p">(</span><span class="sa">f</span><span class="s2">"https://api-inference.huggingface.co/models/</span><span class="si">{</span><span class="n">payload</span><span class="p">[</span><span class="s1">'model'</span><span class="p">]</span><span class="si">}</span><span class="s2">"</span><span class="p">,</span> <span class="n">headers</span><span class="o">=</span><span class="n">headers</span><span class="p">,</span> <span class="n">json</span><span class="o">=</span><span class="n">payload</span><span class="p">)</span> | ||
<span class="k">return</span> <span class="n">response</span><span class="o">.</span><span class="n">json</span><span class="p">()</span></div> | ||
</div> | ||
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