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<h1 id="grammar---json-response">Grammar - json response<a class="headerlink" href="#grammar---json-response" title="Permanent link"></a></h1>
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<span class="normal">53</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">using</span><span class="w"> </span><span class="nn">LLama.Common</span><span class="p">;</span>
<span class="k">using</span><span class="w"> </span><span class="nn">LLama.Grammars</span><span class="p">;</span>

<span class="k">namespace</span><span class="w"> </span><span class="nn">LLama.Examples.Examples</span>
<span class="p">{</span>
<span class="w">    </span><span class="c1">// This example shows how to get response in json format using grammar.</span>
<span class="w">    </span><span class="k">public</span><span class="w"> </span><span class="k">class</span><span class="w"> </span><span class="nc">GrammarJsonResponse</span>
<span class="w">    </span><span class="p">{</span>
<span class="w">        </span><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="k">async</span><span class="w"> </span><span class="n">Task</span><span class="w"> </span><span class="nf">Run</span><span class="p">()</span>
<span class="w">        </span><span class="p">{</span>
<span class="w">            </span><span class="kt">string</span><span class="w"> </span><span class="n">modelPath</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">UserSettings</span><span class="p">.</span><span class="n">GetModelPath</span><span class="p">();</span>

<span class="w">            </span><span class="kt">var</span><span class="w"> </span><span class="n">gbnf</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">File</span><span class="p">.</span><span class="n">ReadAllText</span><span class="p">(</span><span class="s">&quot;Assets/json.gbnf&quot;</span><span class="p">).</span><span class="n">Trim</span><span class="p">();</span>
<span class="w">            </span><span class="kt">var</span><span class="w"> </span><span class="n">grammar</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">Grammar</span><span class="p">.</span><span class="n">Parse</span><span class="p">(</span><span class="n">gbnf</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;root&quot;</span><span class="p">);</span>

<span class="w">            </span><span class="kt">var</span><span class="w"> </span><span class="n">parameters</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">new</span><span class="w"> </span><span class="n">ModelParams</span><span class="p">(</span><span class="n">modelPath</span><span class="p">)</span>
<span class="w">            </span><span class="p">{</span>
<span class="w">                </span><span class="n">ContextSize</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="m">1024</span><span class="p">,</span>
<span class="w">                </span><span class="n">Seed</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="m">1337</span><span class="p">,</span>
<span class="w">                </span><span class="n">GpuLayerCount</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="m">5</span>
<span class="w">            </span><span class="p">};</span>
<span class="w">            </span><span class="k">using</span><span class="w"> </span><span class="nn">var</span><span class="w"> </span><span class="n">model</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">LLamaWeights</span><span class="p">.</span><span class="n">LoadFromFile</span><span class="p">(</span><span class="n">parameters</span><span class="p">);</span>
<span class="w">            </span><span class="kt">var</span><span class="w"> </span><span class="n">ex</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">new</span><span class="w"> </span><span class="n">StatelessExecutor</span><span class="p">(</span><span class="n">model</span><span class="p">,</span><span class="w"> </span><span class="n">parameters</span><span class="p">);</span>

<span class="w">            </span><span class="n">Console</span><span class="p">.</span><span class="n">ForegroundColor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">ConsoleColor</span><span class="p">.</span><span class="n">Yellow</span><span class="p">;</span>
<span class="w">            </span><span class="n">Console</span><span class="p">.</span><span class="n">WriteLine</span><span class="p">(</span><span class="s">&quot;The executor has been enabled. In this example, the LLM will follow your instructions and always respond in a JSON format. For example, you can input \&quot;Tell me the attributes of a good dish\&quot;&quot;</span><span class="p">);</span>
<span class="w">            </span><span class="n">Console</span><span class="p">.</span><span class="n">ForegroundColor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">ConsoleColor</span><span class="p">.</span><span class="n">White</span><span class="p">;</span>

<span class="w">            </span><span class="k">using</span><span class="w"> </span><span class="nn">var</span><span class="w"> </span><span class="n">grammarInstance</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">grammar</span><span class="p">.</span><span class="n">CreateInstance</span><span class="p">();</span>
<span class="w">            </span><span class="kt">var</span><span class="w"> </span><span class="n">inferenceParams</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">new</span><span class="w"> </span><span class="n">InferenceParams</span><span class="p">()</span>
<span class="w">            </span><span class="p">{</span>
<span class="w">                </span><span class="n">Temperature</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="m">0.6f</span><span class="p">,</span>
<span class="w">                </span><span class="n">AntiPrompts</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">new</span><span class="w"> </span><span class="n">List</span><span class="o">&lt;</span><span class="kt">string</span><span class="o">&gt;</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="s">&quot;Question:&quot;</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;#&quot;</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;Question: &quot;</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;.\n&quot;</span><span class="w"> </span><span class="p">},</span>
<span class="w">                </span><span class="n">MaxTokens</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="m">50</span><span class="p">,</span>
<span class="w">                </span><span class="n">Grammar</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">grammarInstance</span>
<span class="w">            </span><span class="p">};</span>

<span class="w">            </span><span class="k">while</span><span class="w"> </span><span class="p">(</span><span class="k">true</span><span class="p">)</span>
<span class="w">            </span><span class="p">{</span>
<span class="w">                </span><span class="n">Console</span><span class="p">.</span><span class="n">Write</span><span class="p">(</span><span class="s">&quot;\nQuestion: &quot;</span><span class="p">);</span>
<span class="w">                </span><span class="n">Console</span><span class="p">.</span><span class="n">ForegroundColor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">ConsoleColor</span><span class="p">.</span><span class="n">Green</span><span class="p">;</span>
<span class="w">                </span><span class="kt">var</span><span class="w"> </span><span class="n">prompt</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">Console</span><span class="p">.</span><span class="n">ReadLine</span><span class="p">();</span>
<span class="w">                </span><span class="n">Console</span><span class="p">.</span><span class="n">ForegroundColor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">ConsoleColor</span><span class="p">.</span><span class="n">White</span><span class="p">;</span>
<span class="w">                </span><span class="n">Console</span><span class="p">.</span><span class="n">Write</span><span class="p">(</span><span class="s">&quot;Answer: &quot;</span><span class="p">);</span>
<span class="w">                </span><span class="n">prompt</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="s">$&quot;Question: {prompt?.Trim()} Answer: &quot;</span><span class="p">;</span>
<span class="w">                </span><span class="k">await</span><span class="w"> </span><span class="nf">foreach</span><span class="w"> </span><span class="p">(</span><span class="kt">var</span><span class="w"> </span><span class="n">text</span><span class="w"> </span><span class="k">in</span><span class="w"> </span><span class="n">ex</span><span class="p">.</span><span class="n">InferAsync</span><span class="p">(</span><span class="n">prompt</span><span class="p">,</span><span class="w"> </span><span class="n">inferenceParams</span><span class="p">))</span>
<span class="w">                </span><span class="p">{</span>
<span class="w">                    </span><span class="n">Console</span><span class="p">.</span><span class="n">Write</span><span class="p">(</span><span class="n">text</span><span class="p">);</span>
<span class="w">                </span><span class="p">}</span>
<span class="w">            </span><span class="p">}</span>
<span class="w">        </span><span class="p">}</span>
<span class="w">    </span><span class="p">}</span>
<span class="p">}</span>
</code></pre></div></td></tr></table></div>


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