From e0b07b0294282e65c28e2abeed6e3fdd2e980340 Mon Sep 17 00:00:00 2001
From: Udayshankar Ravikumar <uralstech@gmail.com>
Date: Sat, 31 Aug 2024 18:43:19 +0530
Subject: [PATCH] UGemini v2.0.0

---
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diff --git a/UGemini/Packages/com.uralstech.ugemini/Documentation~/refman.pdf b/UGemini/Packages/com.uralstech.ugemini/Documentation~/refman.pdf
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+<li class="level2"><a href="#autotoc_md43">Function Calling</a></li>
+<li class="level2"><a href="#autotoc_md44">Streaming Generated Content</a></li>
+<li class="level2"><a href="#autotoc_md45">Question Answering</a></li>
+<li class="level2"><a href="#autotoc_md46">Prompting with File API</a></li>
+<li class="level2"><a href="#autotoc_md47">JSON Response</a></li>
+<li class="level2"><a href="#autotoc_md48">List and Get Model Metadata</a></li>
+<li class="level2"><a href="#autotoc_md49">Token Counting</a></li>
 </ul>
 </li>
 </ul>
@@ -233,11 +241,86 @@ <h2><a class="anchor" id="autotoc_md9"></a>
 <h1><a class="anchor" id="autotoc_md10"></a>
 All Supported Endpoints</h1>
 <h2><a class="anchor" id="autotoc_md11"></a>
+CachedContents (Beta API)</h2>
+<blockquote class="doxtable">
+<p>&zwj;Context caching allows you to save and reuse precomputed input tokens that you wish to use repeatedly, for example when asking different questions about the same media file. </p>
+</blockquote>
+<h3><a class="anchor" id="autotoc_md12"></a>
+Create</h3>
+<blockquote class="doxtable">
+<p>&zwj;Creates CachedContent resource. </p>
+</blockquote>
+<div class="fragment"><div class="line"><span class="keyword">private</span> async Task&lt;GeminiCachedContent&gt; RunCreateCachedContentRequest()</div>
+<div class="line">{</div>
+<div class="line">    <span class="comment">// Content must be at least 32,768 tokens.</span></div>
+<div class="line">    StringBuilder sb = <span class="keyword">new</span> StringBuilder();</div>
+<div class="line">    <span class="keywordflow">for</span> (<span class="keywordtype">int</span> i = 0; i &lt; 1800; i++)</div>
+<div class="line">        sb.Append(<span class="stringliteral">&quot;(*)#$*OIJIR$U(IJT^(U$*I%O$#@&quot;</span>);</div>
+<div class="line"> </div>
+<div class="line"> </div>
+<div class="line">    <span class="keywordflow">return</span> await <a class="code hl_class" href="class_uralstech_1_1_u_gemini_1_1_gemini_manager.html">GeminiManager</a>.<a class="code hl_property" href="class_uralstech_1_1_u_gemini_1_1_utils_1_1_singleton_1_1_singleton.html#a84485d2d649cb79a823a37e96821067c">Instance</a>.Request&lt;GeminiCachedContent&gt;(<span class="keyword">new</span> GeminiCachedContentCreateRequest(<span class="keyword">new</span> GeminiCachedContentCreationData</div>
+<div class="line">    {</div>
+<div class="line">        Contents = <span class="keyword">new</span>[]</div>
+<div class="line">        {</div>
+<div class="line">            <a class="code hl_class" href="class_uralstech_1_1_u_gemini_1_1_models_1_1_content_1_1_gemini_content.html">GeminiContent</a>.<a class="code hl_function" href="class_uralstech_1_1_u_gemini_1_1_models_1_1_content_1_1_gemini_content.html#a644ae5e0009169e9cc994749c2c522e5">GetContent</a>(sb.ToString(), <a class="code hl_enumeration" href="namespace_uralstech_1_1_u_gemini_1_1_models_1_1_content.html#adfb4515f0bcf87f8c640ef363b6285db">GeminiRole</a>.User),</div>
+<div class="line">        },</div>
+<div class="line">        ExpireTime = DateTime.UtcNow.AddDays(1),</div>
+<div class="line">        Model = <span class="stringliteral">&quot;gemini-1.5-flash-001&quot;</span>, <span class="comment">// Make sure the model you use supports caching!</span></div>
+<div class="line">    }));</div>
+<div class="line">}</div>
+</div><!-- fragment --><p>See <a class="el" href="class_uralstech_1_1_u_gemini_1_1_models_1_1_caching_1_1_gemini_cached_content.html">GeminiCachedContent</a> and <a class="el" href="class_uralstech_1_1_u_gemini_1_1_models_1_1_caching_1_1_gemini_cached_content_create_request.html">GeminiCachedContentCreateRequest</a> for more details.</p>
+<h3><a class="anchor" id="autotoc_md13"></a>
+Delete</h3>
+<blockquote class="doxtable">
+<p>&zwj;Deletes CachedContent resource. </p>
+</blockquote>
+<div class="fragment"><div class="line"><span class="keyword">private</span> async Task RunDeleteCachedContentRequest(GeminiCachedContent content)</div>
+<div class="line">{</div>
+<div class="line">    Debug.Log(<span class="stringliteral">&quot;Deleting cached content...&quot;</span>);</div>
+<div class="line">    await <a class="code hl_class" href="class_uralstech_1_1_u_gemini_1_1_gemini_manager.html">GeminiManager</a>.<a class="code hl_property" href="class_uralstech_1_1_u_gemini_1_1_utils_1_1_singleton_1_1_singleton.html#a84485d2d649cb79a823a37e96821067c">Instance</a>.Request(<span class="keyword">new</span> GeminiCachedContentDeleteRequest(content.Name));</div>
+<div class="line">    Debug.Log(<span class="stringliteral">&quot;Content deleted.&quot;</span>);</div>
+<div class="line">}</div>
+</div><!-- fragment --><p>See <a class="el" href="class_uralstech_1_1_u_gemini_1_1_models_1_1_caching_1_1_gemini_cached_content_delete_request.html">GeminiCachedContentDeleteRequest</a> for more details.</p>
+<h3><a class="anchor" id="autotoc_md14"></a>
+Get</h3>
+<blockquote class="doxtable">
+<p>&zwj;Reads CachedContent resource. </p>
+</blockquote>
+<div class="fragment"><div class="line"><span class="keyword">private</span> async Task&lt;GeminiCachedContent&gt; RunGetCachedContentRequest(<span class="keywordtype">string</span> contentName)</div>
+<div class="line">{</div>
+<div class="line">    <span class="keywordflow">return</span> await <a class="code hl_class" href="class_uralstech_1_1_u_gemini_1_1_gemini_manager.html">GeminiManager</a>.<a class="code hl_property" href="class_uralstech_1_1_u_gemini_1_1_utils_1_1_singleton_1_1_singleton.html#a84485d2d649cb79a823a37e96821067c">Instance</a>.Request&lt;GeminiCachedContent&gt;(<span class="keyword">new</span> GeminiCachedContentGetRequest(contentName));</div>
+<div class="line">}</div>
+</div><!-- fragment --><p>See <a class="el" href="class_uralstech_1_1_u_gemini_1_1_models_1_1_caching_1_1_gemini_cached_content.html">GeminiCachedContent</a> and <a class="el" href="class_uralstech_1_1_u_gemini_1_1_models_1_1_caching_1_1_gemini_cached_content_get_request.html">GeminiCachedContentGetRequest</a> for more details.</p>
+<h3><a class="anchor" id="autotoc_md15"></a>
+List</h3>
+<blockquote class="doxtable">
+<p>&zwj;Lists CachedContents. </p>
+</blockquote>
+<div class="fragment"><div class="line"><span class="keyword">private</span> async Task&lt;GeminiCachedContent[]&gt; RunListCachedContentRequest()</div>
+<div class="line">{</div>
+<div class="line">    GeminiCachedContentListResponse response = await <a class="code hl_class" href="class_uralstech_1_1_u_gemini_1_1_gemini_manager.html">GeminiManager</a>.<a class="code hl_property" href="class_uralstech_1_1_u_gemini_1_1_utils_1_1_singleton_1_1_singleton.html#a84485d2d649cb79a823a37e96821067c">Instance</a>.Request&lt;GeminiCachedContentListResponse&gt;(<span class="keyword">new</span> GeminiCachedContentListRequest());</div>
+<div class="line">    <span class="keywordflow">return</span> response.CachedContents;</div>
+<div class="line">}</div>
+</div><!-- fragment --><p>See <a class="el" href="class_uralstech_1_1_u_gemini_1_1_models_1_1_caching_1_1_gemini_cached_content_list_response.html">GeminiCachedContentListResponse</a> and <a class="el" href="class_uralstech_1_1_u_gemini_1_1_models_1_1_caching_1_1_gemini_cached_content_list_request.html">GeminiCachedContentListRequest</a> for more details.</p>
+<h3><a class="anchor" id="autotoc_md16"></a>
+Patch</h3>
+<blockquote class="doxtable">
+<p>&zwj;Updates CachedContent resource (only expiration is updatable). </p>
+</blockquote>
+<div class="fragment"><div class="line"><span class="keyword">private</span> async Task&lt;GeminiCachedContent&gt; RunPatchCachedContentRequest(<span class="keywordtype">string</span> contentName)</div>
+<div class="line">{</div>
+<div class="line">    <span class="keywordflow">return</span> await <a class="code hl_class" href="class_uralstech_1_1_u_gemini_1_1_gemini_manager.html">GeminiManager</a>.<a class="code hl_property" href="class_uralstech_1_1_u_gemini_1_1_utils_1_1_singleton_1_1_singleton.html#a84485d2d649cb79a823a37e96821067c">Instance</a>.Request&lt;GeminiCachedContent&gt;(<span class="keyword">new</span> GeminiCachedContentPatchRequest(<span class="keyword">new</span> GeminiCachedContentPatchData</div>
+<div class="line">    {</div>
+<div class="line">        ExpireTime = DateTime.UtcNow.AddYears(1),</div>
+<div class="line">    }, contentName));</div>
+<div class="line">}</div>
+</div><!-- fragment --><p>See <a class="el" href="class_uralstech_1_1_u_gemini_1_1_models_1_1_caching_1_1_gemini_cached_content.html">GeminiCachedContent</a> and <a class="el" href="class_uralstech_1_1_u_gemini_1_1_models_1_1_caching_1_1_gemini_cached_content_patch_request.html">GeminiCachedContentPatchRequest</a> for more details.</p>
+<h2><a class="anchor" id="autotoc_md17"></a>
 Models</h2>
 <blockquote class="doxtable">
 <p>&zwj;The Models endpoint contains methods that allow you to access and inference Gemini models. </p>
 </blockquote>
-<h3><a class="anchor" id="autotoc_md12"></a>
+<h3><a class="anchor" id="autotoc_md18"></a>
 Get</h3>
 <blockquote class="doxtable">
 <p>&zwj;Gets information about a specific Model such as its version number, token limits, parameters and other metadata. </p>
@@ -252,7 +335,7 @@ <h3><a class="anchor" id="autotoc_md12"></a>
 <div class="ttc" id="aclass_uralstech_1_1_u_gemini_1_1_models_1_1_gemini_model_get_request_html"><div class="ttname"><a href="class_uralstech_1_1_u_gemini_1_1_models_1_1_gemini_model_get_request.html">Uralstech.UGemini.Models.GeminiModelGetRequest</a></div><div class="ttdoc">Gets information about a specific model. Return type is GeminiModel.</div><div class="ttdef"><b>Definition</b> GeminiModelGetRequest.cs:7</div></div>
 </div><!-- fragment --><p>See <a class="el" href="class_uralstech_1_1_u_gemini_1_1_models_1_1_gemini_model.html">GeminiModel</a> and <a class="el" href="class_uralstech_1_1_u_gemini_1_1_models_1_1_gemini_model_get_request.html">GeminiModelGetRequest</a> for more details.</p>
 <p>Newer models will not be recognized by the request if you're not using the Beta API.</p>
-<h3><a class="anchor" id="autotoc_md13"></a>
+<h3><a class="anchor" id="autotoc_md19"></a>
 List</h3>
 <blockquote class="doxtable">
 <p>&zwj;Lists the Models available through the Gemini API. </p>
@@ -275,7 +358,7 @@ <h3><a class="anchor" id="autotoc_md13"></a>
 <div class="ttc" id="aclass_uralstech_1_1_u_gemini_1_1_models_1_1_gemini_model_list_response_html_a3b7f509989fe91bdc4325ae100e97963"><div class="ttname"><a href="class_uralstech_1_1_u_gemini_1_1_models_1_1_gemini_model_list_response.html#a3b7f509989fe91bdc4325ae100e97963">Uralstech.UGemini.Models.GeminiModelListResponse.Models</a></div><div class="ttdeci">GeminiModel[] Models</div><div class="ttdoc">The list of models.</div><div class="ttdef"><b>Definition</b> GeminiModelListResponse.cs:16</div></div>
 </div><!-- fragment --><p>See <a class="el" href="class_uralstech_1_1_u_gemini_1_1_models_1_1_gemini_model_list_response.html">GeminiModelListResponse</a> and <a class="el" href="class_uralstech_1_1_u_gemini_1_1_models_1_1_gemini_model_list_request.html">GeminiModelListRequest</a> for more details.</p>
 <p>Newer models will not be recognized by the request if you're not using the Beta API.</p>
-<h3><a class="anchor" id="autotoc_md14"></a>
+<h3><a class="anchor" id="autotoc_md20"></a>
 EmbedContent</h3>
 <blockquote class="doxtable">
 <p>&zwj;Generates a text embedding vector from the input Content using the specified Gemini Embedding model. </p>
@@ -303,7 +386,7 @@ <h3><a class="anchor" id="autotoc_md14"></a>
 <div class="ttc" id="aclass_uralstech_1_1_u_gemini_1_1_models_1_1_gemini_model_html_a8e7e38189cf04a3aa54926c697b3eb68"><div class="ttname"><a href="class_uralstech_1_1_u_gemini_1_1_models_1_1_gemini_model.html#a8e7e38189cf04a3aa54926c697b3eb68">Uralstech.UGemini.Models.GeminiModel.TextEmbedding004</a></div><div class="ttdeci">static readonly GeminiModelId TextEmbedding004</div><div class="ttdoc">text-embedding-004 achieves a stronger retrieval performance and outperforms existing models with com...</div><div class="ttdef"><b>Definition</b> GeminiModel.cs:66</div></div>
 <div class="ttc" id="anamespace_uralstech_1_1_u_gemini_1_1_models_1_1_embedding_html"><div class="ttname"><a href="namespace_uralstech_1_1_u_gemini_1_1_models_1_1_embedding.html">Uralstech.UGemini.Models.Embedding</a></div><div class="ttdef"><b>Definition</b> GeminiBatchEmbedContentRequest.cs:5</div></div>
 </div><!-- fragment --><p>See <a class="el" href="class_uralstech_1_1_u_gemini_1_1_models_1_1_embedding_1_1_gemini_embed_content_response.html">GeminiEmbedContentResponse</a> and <a class="el" href="class_uralstech_1_1_u_gemini_1_1_models_1_1_embedding_1_1_gemini_embed_content_request.html">GeminiEmbedContentRequest</a> for more details.</p>
-<h3><a class="anchor" id="autotoc_md15"></a>
+<h3><a class="anchor" id="autotoc_md21"></a>
 BatchEmbedContents</h3>
 <blockquote class="doxtable">
 <p>&zwj;Generates multiple embedding vectors from the input Content which consists of a batch of strings represented as EmbedContentRequest objects. </p>
@@ -343,7 +426,7 @@ <h3><a class="anchor" id="autotoc_md15"></a>
 <div class="ttc" id="aclass_uralstech_1_1_u_gemini_1_1_models_1_1_embedding_1_1_gemini_batch_embed_content_response_html_afe4292704a87476278238c645cb13d5a"><div class="ttname"><a href="class_uralstech_1_1_u_gemini_1_1_models_1_1_embedding_1_1_gemini_batch_embed_content_response.html#afe4292704a87476278238c645cb13d5a">Uralstech.UGemini.Models.Embedding.GeminiBatchEmbedContentResponse.Embeddings</a></div><div class="ttdeci">GeminiContentEmbedding[] Embeddings</div><div class="ttdoc">The embeddings for each request, in the same order as provided in the batch request.</div><div class="ttdef"><b>Definition</b> GeminiBatchEmbedContentResponse.cs:15</div></div>
 <div class="ttc" id="aclass_uralstech_1_1_u_gemini_1_1_models_1_1_embedding_1_1_gemini_content_embedding_html"><div class="ttname"><a href="class_uralstech_1_1_u_gemini_1_1_models_1_1_embedding_1_1_gemini_content_embedding.html">Uralstech.UGemini.Models.Embedding.GeminiContentEmbedding</a></div><div class="ttdoc">A list of floats representing an embedding.</div><div class="ttdef"><b>Definition</b> GeminiContentEmbedding.cs:11</div></div>
 </div><!-- fragment --><p>See <a class="el" href="class_uralstech_1_1_u_gemini_1_1_models_1_1_embedding_1_1_gemini_batch_embed_content_response.html">GeminiBatchEmbedContentResponse</a> and <a class="el" href="class_uralstech_1_1_u_gemini_1_1_models_1_1_embedding_1_1_gemini_batch_embed_content_request.html">GeminiBatchEmbedContentRequest</a> for more details.</p>
-<h3><a class="anchor" id="autotoc_md16"></a>
+<h3><a class="anchor" id="autotoc_md22"></a>
 GenerateContent</h3>
 <blockquote class="doxtable">
 <p>&zwj;Generates a model response given an input GenerateContentRequest. </p>
@@ -370,7 +453,7 @@ <h3><a class="anchor" id="autotoc_md16"></a>
 <div class="line">    Debug.Log($<span class="stringliteral">&quot;Gemini&#39;s response: {response.Parts[^1].Text}&quot;</span>);</div>
 <div class="line">}</div>
 </div><!-- fragment --><p>See <a class="el" href="class_uralstech_1_1_u_gemini_1_1_models_1_1_generation_1_1_chat_1_1_gemini_chat_response.html">GeminiChatResponse</a> and <a class="el" href="class_uralstech_1_1_u_gemini_1_1_models_1_1_generation_1_1_chat_1_1_gemini_chat_request.html">GeminiChatRequest</a> for more details.</p>
-<h3><a class="anchor" id="autotoc_md17"></a>
+<h3><a class="anchor" id="autotoc_md23"></a>
 StreamGenerateContent</h3>
 <blockquote class="doxtable">
 <p>&zwj;Generates a streamed response from the model given an input GenerateContentRequest. </p>
@@ -405,7 +488,7 @@ <h3><a class="anchor" id="autotoc_md17"></a>
 <div class="line">    Debug.Log($<span class="stringliteral">&quot;Gemini&#39;s final response: {response.Parts[^1].Text}&quot;</span>);</div>
 <div class="line">}</div>
 </div><!-- fragment --><p>See <a class="el" href="class_uralstech_1_1_u_gemini_1_1_models_1_1_generation_1_1_chat_1_1_gemini_chat_response.html">GeminiChatResponse</a> and <a class="el" href="class_uralstech_1_1_u_gemini_1_1_models_1_1_generation_1_1_chat_1_1_gemini_chat_request.html">GeminiChatRequest</a> for more details.</p>
-<h3><a class="anchor" id="autotoc_md18"></a>
+<h3><a class="anchor" id="autotoc_md24"></a>
 GenerateAnswer (Beta API)</h3>
 <blockquote class="doxtable">
 <p>&zwj;Generates a grounded answer from the model given an input GenerateAnswerRequest. </p>
@@ -471,7 +554,7 @@ <h3><a class="anchor" id="autotoc_md18"></a>
 <div class="ttc" id="anamespace_uralstech_1_1_u_gemini_1_1_models_1_1_generation_1_1_question_answering_html"><div class="ttname"><a href="namespace_uralstech_1_1_u_gemini_1_1_models_1_1_generation_1_1_question_answering.html">Uralstech.UGemini.Models.Generation.QuestionAnswering</a></div><div class="ttdef"><b>Definition</b> GeminiAnswerRequest.cs:10</div></div>
 <div class="ttc" id="anamespace_uralstech_1_1_u_gemini_1_1_models_1_1_generation_1_1_question_answering_html_aba7a30a5833a9c301357ad7d579ac90d"><div class="ttname"><a href="namespace_uralstech_1_1_u_gemini_1_1_models_1_1_generation_1_1_question_answering.html#aba7a30a5833a9c301357ad7d579ac90d">Uralstech.UGemini.Models.Generation.QuestionAnswering.GeminiAnswerStyle</a></div><div class="ttdeci">GeminiAnswerStyle</div><div class="ttdoc">Style for grounded answers.</div><div class="ttdef"><b>Definition</b> GeminiAnswerStyle.cs:12</div></div>
 </div><!-- fragment --><p>See <a class="el" href="class_uralstech_1_1_u_gemini_1_1_models_1_1_generation_1_1_question_answering_1_1_gemini_answer_response.html">GeminiAnswerResponse</a> and <a class="el" href="class_uralstech_1_1_u_gemini_1_1_models_1_1_generation_1_1_question_answering_1_1_gemini_answer_request.html">GeminiAnswerRequest</a> for more details.</p>
-<h3><a class="anchor" id="autotoc_md19"></a>
+<h3><a class="anchor" id="autotoc_md25"></a>
 CountTokens</h3>
 <blockquote class="doxtable">
 <p>&zwj;Runs a model's tokenizer on input Content and returns the token count. </p>
@@ -501,12 +584,12 @@ <h3><a class="anchor" id="autotoc_md19"></a>
 <div class="ttc" id="aclass_uralstech_1_1_u_gemini_1_1_models_1_1_count_tokens_1_1_gemini_token_count_response_html"><div class="ttname"><a href="class_uralstech_1_1_u_gemini_1_1_models_1_1_count_tokens_1_1_gemini_token_count_response.html">Uralstech.UGemini.Models.CountTokens.GeminiTokenCountResponse</a></div><div class="ttdoc">A response from CountTokens.</div><div class="ttdef"><b>Definition</b> GeminiTokenCountResponse.cs:11</div></div>
 <div class="ttc" id="anamespace_uralstech_1_1_u_gemini_1_1_models_1_1_count_tokens_html"><div class="ttname"><a href="namespace_uralstech_1_1_u_gemini_1_1_models_1_1_count_tokens.html">Uralstech.UGemini.Models.CountTokens</a></div><div class="ttdef"><b>Definition</b> GeminiTokenCountRequest.cs:8</div></div>
 </div><!-- fragment --><p>See <a class="el" href="class_uralstech_1_1_u_gemini_1_1_models_1_1_count_tokens_1_1_gemini_token_count_response.html">GeminiTokenCountResponse</a> and <a class="el" href="class_uralstech_1_1_u_gemini_1_1_models_1_1_count_tokens_1_1_gemini_token_count_request.html">GeminiTokenCountRequest</a> for more details.</p>
-<h2><a class="anchor" id="autotoc_md20"></a>
+<h2><a class="anchor" id="autotoc_md26"></a>
 TunedModels (Unstable)</h2>
 <blockquote class="doxtable">
 <p>&zwj;The TunedModels endpoint contains methods that allow you to access and inference fine-tuned Gemini models. </p>
 </blockquote>
-<h3><a class="anchor" id="autotoc_md21"></a>
+<h3><a class="anchor" id="autotoc_md27"></a>
 GenerateContent</h3>
 <blockquote class="doxtable">
 <p>&zwj;Generates a model response given an input GenerateContentRequest. </p>
@@ -534,12 +617,12 @@ <h3><a class="anchor" id="autotoc_md21"></a>
 <div class="line">    Debug.Log($<span class="stringliteral">&quot;Tuned Gemini&#39;s response: {response.Parts[^1].Text}&quot;</span>);</div>
 <div class="line">}</div>
 </div><!-- fragment --><p>See <a class="el" href="class_uralstech_1_1_u_gemini_1_1_models_1_1_generation_1_1_chat_1_1_gemini_chat_response.html">GeminiChatResponse</a> and <a class="el" href="class_uralstech_1_1_u_gemini_1_1_models_1_1_generation_1_1_chat_1_1_gemini_chat_request.html">GeminiChatRequest</a> for more details.</p>
-<h2><a class="anchor" id="autotoc_md22"></a>
+<h2><a class="anchor" id="autotoc_md28"></a>
 Files (Beta API)</h2>
 <blockquote class="doxtable">
 <p>&zwj;The Gemini File API can be used to store data on the cloud for future prompting with the Gemini models. </p>
 </blockquote>
-<h3><a class="anchor" id="autotoc_md23"></a>
+<h3><a class="anchor" id="autotoc_md29"></a>
 Delete</h3>
 <blockquote class="doxtable">
 <p>&zwj;Deletes the File. </p>
@@ -556,7 +639,7 @@ <h3><a class="anchor" id="autotoc_md23"></a>
 <div class="ttc" id="aclass_uralstech_1_1_u_gemini_1_1_file_a_p_i_1_1_gemini_file_delete_request_html"><div class="ttname"><a href="class_uralstech_1_1_u_gemini_1_1_file_a_p_i_1_1_gemini_file_delete_request.html">Uralstech.UGemini.FileAPI.GeminiFileDeleteRequest</a></div><div class="ttdoc">Requests the deletion of a file.</div><div class="ttdef"><b>Definition</b> GeminiFileDeleteRequest.cs:10</div></div>
 <div class="ttc" id="anamespace_uralstech_1_1_u_gemini_1_1_file_a_p_i_html"><div class="ttname"><a href="namespace_uralstech_1_1_u_gemini_1_1_file_a_p_i.html">Uralstech.UGemini.FileAPI</a></div><div class="ttdef"><b>Definition</b> GeminiFileDeleteRequest.cs:2</div></div>
 </div><!-- fragment --><p>See <a class="el" href="class_uralstech_1_1_u_gemini_1_1_file_a_p_i_1_1_gemini_file_delete_request.html">GeminiFileDeleteRequest</a> for more details.</p>
-<h3><a class="anchor" id="autotoc_md24"></a>
+<h3><a class="anchor" id="autotoc_md30"></a>
 Get</h3>
 <blockquote class="doxtable">
 <p>&zwj;Gets the metadata for the given File. </p>
@@ -571,7 +654,7 @@ <h3><a class="anchor" id="autotoc_md24"></a>
 <div class="ttc" id="aclass_uralstech_1_1_u_gemini_1_1_file_a_p_i_1_1_gemini_file_get_request_html"><div class="ttname"><a href="class_uralstech_1_1_u_gemini_1_1_file_a_p_i_1_1_gemini_file_get_request.html">Uralstech.UGemini.FileAPI.GeminiFileGetRequest</a></div><div class="ttdoc">Requests metadata for an existing file. Return type is GeminiFile.</div><div class="ttdef"><b>Definition</b> GeminiFileGetRequest.cs:10</div></div>
 <div class="ttc" id="aclass_uralstech_1_1_u_gemini_1_1_file_a_p_i_1_1_gemini_file_html"><div class="ttname"><a href="class_uralstech_1_1_u_gemini_1_1_file_a_p_i_1_1_gemini_file.html">Uralstech.UGemini.FileAPI.GeminiFile</a></div><div class="ttdoc">Metadata for a file uploaded to the File API.</div><div class="ttdef"><b>Definition</b> GeminiFile.cs:13</div></div>
 </div><!-- fragment --><p>See <a class="el" href="class_uralstech_1_1_u_gemini_1_1_file_a_p_i_1_1_gemini_file.html">GeminiFile</a> and <a class="el" href="class_uralstech_1_1_u_gemini_1_1_file_a_p_i_1_1_gemini_file_get_request.html">GeminiFileGetRequest</a> for more details.</p>
-<h3><a class="anchor" id="autotoc_md25"></a>
+<h3><a class="anchor" id="autotoc_md31"></a>
 List</h3>
 <blockquote class="doxtable">
 <p>&zwj;Lists the metadata for Files owned by the requesting project. </p>
@@ -593,12 +676,12 @@ <h3><a class="anchor" id="autotoc_md25"></a>
 <div class="ttc" id="aclass_uralstech_1_1_u_gemini_1_1_file_a_p_i_1_1_gemini_file_list_response_html"><div class="ttname"><a href="class_uralstech_1_1_u_gemini_1_1_file_a_p_i_1_1_gemini_file_list_response.html">Uralstech.UGemini.FileAPI.GeminiFileListResponse</a></div><div class="ttdoc">The response for a GeminiFileListRequest call.</div><div class="ttdef"><b>Definition</b> GeminiFileListResponse.cs:11</div></div>
 <div class="ttc" id="aclass_uralstech_1_1_u_gemini_1_1_file_a_p_i_1_1_gemini_file_list_response_html_abc46e3038da55dd1b533ae0c515671f5"><div class="ttname"><a href="class_uralstech_1_1_u_gemini_1_1_file_a_p_i_1_1_gemini_file_list_response.html#abc46e3038da55dd1b533ae0c515671f5">Uralstech.UGemini.FileAPI.GeminiFileListResponse.Files</a></div><div class="ttdeci">GeminiFile[] Files</div><div class="ttdoc">The list of files.</div><div class="ttdef"><b>Definition</b> GeminiFileListResponse.cs:16</div></div>
 </div><!-- fragment --><p>See <a class="el" href="class_uralstech_1_1_u_gemini_1_1_file_a_p_i_1_1_gemini_file_list_response.html">GeminiFileListResponse</a> and <a class="el" href="class_uralstech_1_1_u_gemini_1_1_file_a_p_i_1_1_gemini_file_list_request.html">GeminiFileListRequest</a> for more details.</p>
-<h2><a class="anchor" id="autotoc_md26"></a>
+<h2><a class="anchor" id="autotoc_md32"></a>
 Media (Beta API)</h2>
 <blockquote class="doxtable">
 <p>&zwj;The Gemini File API can be used to store data on the cloud for future prompting with the Gemini models. </p>
 </blockquote>
-<h3><a class="anchor" id="autotoc_md27"></a>
+<h3><a class="anchor" id="autotoc_md33"></a>
 Upload</h3>
 <blockquote class="doxtable">
 <p>&zwj;Creates a File. </p>
@@ -625,9 +708,9 @@ <h3><a class="anchor" id="autotoc_md27"></a>
 <div class="ttc" id="aclass_uralstech_1_1_u_gemini_1_1_file_a_p_i_1_1_gemini_file_upload_response_html_a8ee075c5fa1d1daefe2c4cc000eb82c6"><div class="ttname"><a href="class_uralstech_1_1_u_gemini_1_1_file_a_p_i_1_1_gemini_file_upload_response.html#a8ee075c5fa1d1daefe2c4cc000eb82c6">Uralstech.UGemini.FileAPI.GeminiFileUploadResponse.File</a></div><div class="ttdeci">GeminiFile File</div><div class="ttdoc">Metadata for the created file.</div><div class="ttdef"><b>Definition</b> GeminiFileUploadResponse.cs:15</div></div>
 <div class="ttc" id="anamespace_uralstech_1_1_u_gemini_html_a9a890005b5ee88d5fe8e33a592f1c73c"><div class="ttname"><a href="namespace_uralstech_1_1_u_gemini.html#a9a890005b5ee88d5fe8e33a592f1c73c">Uralstech.UGemini.GeminiContentType</a></div><div class="ttdeci">GeminiContentType</div><div class="ttdoc">Enum for the types of content able to be fed to the Gemini API.</div><div class="ttdef"><b>Definition</b> GeminiContentType.cs:12</div></div>
 </div><!-- fragment --><p>See <a class="el" href="class_uralstech_1_1_u_gemini_1_1_file_a_p_i_1_1_gemini_file_upload_response.html">GeminiFileUploadResponse</a> and <a class="el" href="class_uralstech_1_1_u_gemini_1_1_file_a_p_i_1_1_gemini_file_upload_request.html">GeminiFileUploadRequest</a> for more details.</p>
-<h1><a class="anchor" id="autotoc_md28"></a>
+<h1><a class="anchor" id="autotoc_md34"></a>
 GeminiChatRequest Features</h1>
-<h2><a class="anchor" id="autotoc_md29"></a>
+<h2><a class="anchor" id="autotoc_md35"></a>
 Streaming Responses</h2>
 <p><code>GeminiChatRequest</code> allows you to stream Gemini's response in real-time. You can do so by using <code>GeminiManager.StreamRequest</code> and utilizing the callback in <code>GeminiChatRequest</code>.</p>
 <p>You can even stream function calls! Check out the <code>Streaming Generated Content</code> sample included in the package.</p>
@@ -657,7 +740,7 @@ <h2><a class="anchor" id="autotoc_md29"></a>
 <div class="line">    <span class="keywordflow">return</span> response.<a class="code hl_property" href="class_uralstech_1_1_u_gemini_1_1_models_1_1_generation_1_1_chat_1_1_gemini_chat_response.html#a48d7d4510a2f2f4bb6b6dfa2e3f5b6eb">Parts</a>[0].Text;</div>
 <div class="line">}</div>
 </div><!-- fragment --><p>If you do not want to use the callback, you can let the <code>StreamRequest</code> task run in the background, and access the streamed data from the <code>GeminiChatRequest.StreamedResponse</code> property.</p>
-<h2><a class="anchor" id="autotoc_md30"></a>
+<h2><a class="anchor" id="autotoc_md36"></a>
 Adding Media Content to Requests</h2>
 <p><code>GeminiContent.Parts</code> contains the actual contents of each chat request and response. You can add media content to the <code>Parts</code> array, but you must only have one type of data in each part, like one part of text, one part of an image, and so on. The following samples shows data being read from a file and into a <code>GeminiContent</code> object.</p>
 <div class="fragment"><div class="line"><span class="keyword">using </span><a class="code hl_namespace" href="namespace_uralstech_1_1_u_gemini.html">Uralstech.UGemini</a>;</div>
@@ -698,7 +781,7 @@ <h2><a class="anchor" id="autotoc_md30"></a>
 <div class="ttc" id="aclass_uralstech_1_1_u_gemini_1_1_models_1_1_content_1_1_gemini_content_blob_html"><div class="ttname"><a href="class_uralstech_1_1_u_gemini_1_1_models_1_1_content_1_1_gemini_content_blob.html">Uralstech.UGemini.Models.Content.GeminiContentBlob</a></div><div class="ttdoc">Raw media bytes.</div><div class="ttdef"><b>Definition</b> GeminiContentBlob.cs:14</div></div>
 <div class="ttc" id="aclass_uralstech_1_1_u_gemini_1_1_models_1_1_content_1_1_gemini_content_part_html"><div class="ttname"><a href="class_uralstech_1_1_u_gemini_1_1_models_1_1_content_1_1_gemini_content_part.html">Uralstech.UGemini.Models.Content.GeminiContentPart</a></div><div class="ttdoc">A datatype containing media that is part of a multi-part Content message. Must only contain one field...</div><div class="ttdef"><b>Definition</b> GeminiContentPart.cs:14</div></div>
 </div><!-- fragment --><p>Now, the <code>GeminiContent</code> returned by the method can be fed into a chat request!</p>
-<h3><a class="anchor" id="autotoc_md31"></a>
+<h3><a class="anchor" id="autotoc_md37"></a>
 Utility Methods</h3>
 <p><code>GeminiContent</code> and <code>GeminiContentBlob</code> also contain static utility methods to help create them from Unity types like <code>AudioClip</code> or <code>Texture2D</code>:</p>
 <ul>
@@ -712,7 +795,7 @@ <h3><a class="anchor" id="autotoc_md31"></a>
 </li>
 </ul>
 <p>*Requires <a href="https://openupm.com/packages/com.utilities.encoder.wav/"><em>Utilities.Encoding.Wav</em></a>.</p>
-<h2><a class="anchor" id="autotoc_md32"></a>
+<h2><a class="anchor" id="autotoc_md38"></a>
 Function Calling</h2>
 <p>First, we have to setup our tools and define our function schemas.</p>
 <div class="fragment"><div class="line"><span class="keyword">using </span><a class="code hl_namespace" href="namespace_uralstech_1_1_u_gemini.html">Uralstech.UGemini</a>;</div>
@@ -790,7 +873,8 @@ <h2><a class="anchor" id="autotoc_md32"></a>
 <div class="ttc" id="anamespace_uralstech_1_1_u_gemini_1_1_models_1_1_generation_1_1_schema_html_ae671d3dddc6cd918d4dd4966bee019ef"><div class="ttname"><a href="namespace_uralstech_1_1_u_gemini_1_1_models_1_1_generation_1_1_schema.html#ae671d3dddc6cd918d4dd4966bee019ef">Uralstech.UGemini.Models.Generation.Schema.GeminiSchemaDataType</a></div><div class="ttdeci">GeminiSchemaDataType</div><div class="ttdoc">Contains the list of OpenAPI data types as defined by the OpenAPI Specification.</div><div class="ttdef"><b>Definition</b> GeminiSchemaDataType.cs:12</div></div>
 <div class="ttc" id="anamespace_uralstech_1_1_u_gemini_1_1_models_1_1_generation_1_1_tools_1_1_declaration_html"><div class="ttname"><a href="namespace_uralstech_1_1_u_gemini_1_1_models_1_1_generation_1_1_tools_1_1_declaration.html">Uralstech.UGemini.Models.Generation.Tools.Declaration</a></div><div class="ttdef"><b>Definition</b> GeminiCodeExecution.cs:5</div></div>
 <div class="ttc" id="anamespace_uralstech_1_1_u_gemini_1_1_models_1_1_generation_1_1_tools_html"><div class="ttname"><a href="namespace_uralstech_1_1_u_gemini_1_1_models_1_1_generation_1_1_tools.html">Uralstech.UGemini.Models.Generation.Tools</a></div><div class="ttdef"><b>Definition</b> GeminiCodeExecutionLanguage.cs:6</div></div>
-</div><!-- fragment --><p>For each function, we need a declaration with a name and description. The parameters are an object of type <code>GeminiSchema</code>, which defines the schema of each of the parameters. The type is of <code>GeminiSchemaDataType.Object</code>, and contains the dictionary of parameter schemas.</p>
+</div><!-- fragment --><p>To use Gemini Tools, we need to declare each tool to use. So, we have created a declaration for function calling. Each <em>tool</em> must be declared separately but every <em>function</em> must be declared in a single <em>tool</em> declaration.</p>
+<p>For each function, we need a declaration with a name and description. The parameters are an object of type <code>GeminiSchema</code>, which defines the schema of each of the parameters. The type is of <code>GeminiSchemaDataType.Object</code>, and contains the dictionary of parameter schemas.</p>
 <p>The keys of the dictionary should be the parameter name, and the values should be <code>GeminiSchema</code> objects which define the type, description, format, etc. of the parameter.</p>
 <p>Finally, we have the <code>Required</code> property which tells Gemini which fields are absolutely required in each call. Now, we can move on to the chat.</p>
 <div class="fragment"><div class="line">[SerializeField] <span class="keyword">private</span> Text _chatResponse;</div>
@@ -811,7 +895,7 @@ <h2><a class="anchor" id="autotoc_md32"></a>
 <div class="line">        {</div>
 <div class="line">            Contents = contents.ToArray(),</div>
 <div class="line">            Tools = <span class="keyword">new</span> <a class="code hl_class" href="class_uralstech_1_1_u_gemini_1_1_models_1_1_generation_1_1_tools_1_1_declaration_1_1_gemini_tool.html">GeminiTool</a>[] { _geminiFunctions },</div>
-<div class="line">            ToolConfig = <a class="code hl_class" href="class_uralstech_1_1_u_gemini_1_1_models_1_1_generation_1_1_tools_1_1_declaration_1_1_gemini_tool_configuration.html">GeminiToolConfiguration</a>.<a class="code hl_function" href="class_uralstech_1_1_u_gemini_1_1_models_1_1_generation_1_1_tools_1_1_declaration_1_1_gemini_tool_configuration.html#a8a854448cde37229c8173a5a90bccf4e">GetConfiguration</a>(<a class="code hl_enumeration" href="namespace_uralstech_1_1_u_gemini_1_1_models_1_1_generation_1_1_tools_1_1_declaration.html#a7f72d6854163adac959ccd5875257727">GeminiFunctionCallingMode</a>.Any),</div>
+<div class="line">            ToolConfig = <a class="code hl_class" href="class_uralstech_1_1_u_gemini_1_1_models_1_1_generation_1_1_tools_1_1_declaration_1_1_gemini_tool_configuration.html">GeminiToolConfiguration</a>.<a class="code hl_function" href="class_uralstech_1_1_u_gemini_1_1_models_1_1_generation_1_1_tools_1_1_declaration_1_1_gemini_tool_configuration.html#a8a854448cde37229c8173a5a90bccf4e">GetConfiguration</a>(<a class="code hl_enumeration" href="namespace_uralstech_1_1_u_gemini_1_1_models_1_1_generation_1_1_tools_1_1_declaration.html#a7f72d6854163adac959ccd5875257727">GeminiFunctionCallingMode</a>.Auto),</div>
 <div class="line">        });</div>
 <div class="line"> </div>
 <div class="line">        <span class="comment">// Don&#39;t forget to do this! If the function call is not added to the chat</span></div>
@@ -897,10 +981,51 @@ <h2><a class="anchor" id="autotoc_md32"></a>
 <div class="ttc" id="anamespace_uralstech_1_1_u_gemini_1_1_models_1_1_generation_1_1_schema_html_ae671d3dddc6cd918d4dd4966bee019efa4410ec34d9e6c1a68100ca0ce033fb17"><div class="ttname"><a href="namespace_uralstech_1_1_u_gemini_1_1_models_1_1_generation_1_1_schema.html#ae671d3dddc6cd918d4dd4966bee019efa4410ec34d9e6c1a68100ca0ce033fb17">Uralstech.UGemini.Models.Generation.Schema.GeminiSchemaDataType.Array</a></div><div class="ttdeci">@ Array</div><div class="ttdoc">Array type.</div></div>
 <div class="ttc" id="anamespace_uralstech_1_1_u_gemini_1_1_models_1_1_generation_1_1_tools_1_1_declaration_html_a7f72d6854163adac959ccd5875257727"><div class="ttname"><a href="namespace_uralstech_1_1_u_gemini_1_1_models_1_1_generation_1_1_tools_1_1_declaration.html#a7f72d6854163adac959ccd5875257727">Uralstech.UGemini.Models.Generation.Tools.Declaration.GeminiFunctionCallingMode</a></div><div class="ttdeci">GeminiFunctionCallingMode</div><div class="ttdoc">Defines the execution behavior for function calling by defining the execution mode.</div><div class="ttdef"><b>Definition</b> GeminiFunctionCallingMode.cs:12</div></div>
 </div><!-- fragment --><p>Here, we are going through each response, checking if a function was called, and calling the requested function.</p>
-<p>The response is a JSON object, which is optional, but it is recommended to include. Note the use of <code>GeminiToolConfiguration.GetConfiguration</code>, which is a utility method to create a <code>GeminiToolConfiguration</code> with the given <code>GeminiFunctionCallingMode</code>. Here, it is <code>GeminiFunctionCallingMode.Any</code>, which means Gemini will always call at least one function in each conversation.</p>
+<p>The response is a JSON object, which is optional, but it is recommended to include. Note the use of <code>GeminiToolConfiguration.GetConfiguration</code>, which is a utility method to create a <code>GeminiToolConfiguration</code> with the given <code>GeminiFunctionCallingMode</code>. <code>GeminiFunctionCallingMode.Any</code> means Gemini will always call at least one function in each <em>request</em>, <code>Auto</code> means the model will call the functions when it thinks it needs to, and <code>None</code> means no functions can be called.</p>
 <p>After the function is called, we respond by adding the calls and responses to the history. We use the <code>GetResponse</code> utility method to get a <code>GeminiFunctionResponse</code> object with the response JSON.</p>
 <p>Function calling is, as of writing, only available in the Beta API.</p>
-<h2><a class="anchor" id="autotoc_md33"></a>
+<h2><a class="anchor" id="autotoc_md39"></a>
+Code Execution</h2>
+<p>Code execution is also a Tool, so it is similar to function calling:</p>
+<div class="fragment"><div class="line"><span class="keyword">using </span><a class="code hl_namespace" href="namespace_uralstech_1_1_u_gemini.html">Uralstech.UGemini</a>;</div>
+<div class="line"><span class="keyword">using </span><a class="code hl_namespace" href="namespace_uralstech_1_1_u_gemini_1_1_models.html">Uralstech.UGemini.Models</a>;</div>
+<div class="line"><span class="keyword">using </span><a class="code hl_namespace" href="namespace_uralstech_1_1_u_gemini_1_1_models_1_1_content.html">Uralstech.UGemini.Models.Content</a>;</div>
+<div class="line"><span class="keyword">using </span><a class="code hl_namespace" href="namespace_uralstech_1_1_u_gemini_1_1_models_1_1_generation_1_1_chat.html">Uralstech.UGemini.Models.Generation.Chat</a>;</div>
+<div class="line"><span class="keyword">using </span><a class="code hl_namespace" href="namespace_uralstech_1_1_u_gemini_1_1_models_1_1_generation_1_1_tools_1_1_declaration.html">Uralstech.UGemini.Models.Generation.Tools.Declaration</a>;</div>
+<div class="line"> </div>
+<div class="line"><span class="keyword">private</span> <a class="code hl_class" href="class_uralstech_1_1_u_gemini_1_1_models_1_1_generation_1_1_tools_1_1_declaration_1_1_gemini_tool.html">GeminiTool</a> _geminiCodeExecution = <span class="keyword">new</span> <a class="code hl_class" href="class_uralstech_1_1_u_gemini_1_1_models_1_1_generation_1_1_tools_1_1_declaration_1_1_gemini_tool.html">GeminiTool</a>()</div>
+<div class="line">{</div>
+<div class="line">    CodeExecution = <span class="keyword">new</span> <a class="code hl_class" href="class_uralstech_1_1_u_gemini_1_1_models_1_1_generation_1_1_tools_1_1_declaration_1_1_gemini_code_execution.html">GeminiCodeExecution</a>()</div>
+<div class="line">};</div>
+<div class="line"> </div>
+<div class="line">[SerializeField] <span class="keyword">private</span> Text _chatResponse;</div>
+<div class="line"> </div>
+<div class="line"><span class="keyword">private</span> async Task&lt;string&gt; OnChat(<span class="keywordtype">string</span> text)</div>
+<div class="line">{</div>
+<div class="line">    List&lt;GeminiContent&gt; contents = <span class="keyword">new</span>()</div>
+<div class="line">    {</div>
+<div class="line">        <a class="code hl_class" href="class_uralstech_1_1_u_gemini_1_1_models_1_1_content_1_1_gemini_content.html">GeminiContent</a>.<a class="code hl_function" href="class_uralstech_1_1_u_gemini_1_1_models_1_1_content_1_1_gemini_content.html#a644ae5e0009169e9cc994749c2c522e5">GetContent</a>(text, <a class="code hl_enumeration" href="namespace_uralstech_1_1_u_gemini_1_1_models_1_1_content.html#adfb4515f0bcf87f8c640ef363b6285db">GeminiRole</a>.User),</div>
+<div class="line">    };</div>
+<div class="line"> </div>
+<div class="line">    <a class="code hl_class" href="class_uralstech_1_1_u_gemini_1_1_models_1_1_generation_1_1_chat_1_1_gemini_chat_response.html">GeminiChatResponse</a> response = await <a class="code hl_class" href="class_uralstech_1_1_u_gemini_1_1_gemini_manager.html">GeminiManager</a>.<a class="code hl_property" href="class_uralstech_1_1_u_gemini_1_1_utils_1_1_singleton_1_1_singleton.html#a84485d2d649cb79a823a37e96821067c">Instance</a>.Request&lt;<a class="code hl_class" href="class_uralstech_1_1_u_gemini_1_1_models_1_1_generation_1_1_chat_1_1_gemini_chat_response.html">GeminiChatResponse</a>&gt;(<span class="keyword">new</span> <a class="code hl_class" href="class_uralstech_1_1_u_gemini_1_1_models_1_1_generation_1_1_chat_1_1_gemini_chat_request.html">GeminiChatRequest</a>(<a class="code hl_class" href="class_uralstech_1_1_u_gemini_1_1_models_1_1_gemini_model.html">GeminiModel</a>.<a class="code hl_variable" href="class_uralstech_1_1_u_gemini_1_1_models_1_1_gemini_model.html#a3b0a0484e82dc1877abb45e3db5fe589">Gemini1_5Flash</a>, <span class="keyword">true</span>)</div>
+<div class="line">    {</div>
+<div class="line">        Contents = contents.ToArray(),</div>
+<div class="line">        Tools = <span class="keyword">new</span> <a class="code hl_class" href="class_uralstech_1_1_u_gemini_1_1_models_1_1_generation_1_1_tools_1_1_declaration_1_1_gemini_tool.html">GeminiTool</a>[] { _geminiCodeExecution },</div>
+<div class="line">    });</div>
+<div class="line"> </div>
+<div class="line">    <span class="keywordtype">string</span> responseText = <span class="keywordtype">string</span>.Join(<span class="stringliteral">&quot;, &quot;</span>, <a class="code hl_enumvalue" href="namespace_uralstech_1_1_u_gemini_1_1_models_1_1_generation_1_1_schema.html#ae671d3dddc6cd918d4dd4966bee019efa4410ec34d9e6c1a68100ca0ce033fb17">Array</a>.ConvertAll(response.<a class="code hl_property" href="class_uralstech_1_1_u_gemini_1_1_models_1_1_generation_1_1_chat_1_1_gemini_chat_response.html#a48d7d4510a2f2f4bb6b6dfa2e3f5b6eb">Parts</a>, part =&gt; $<span class="stringliteral">&quot;(Text={part.Text}, Code={part.ExecutableCode?.Code}, ExecutionResult={part.CodeExecutionResult?.Output})&quot;</span>));</div>
+<div class="line"> </div>
+<div class="line">    _chatResponse.text = responseText;</div>
+<div class="line">    <span class="keywordflow">return</span> responseText;</div>
+<div class="line">}</div>
+<div class="ttc" id="aclass_uralstech_1_1_u_gemini_1_1_models_1_1_generation_1_1_tools_1_1_declaration_1_1_gemini_code_execution_html"><div class="ttname"><a href="class_uralstech_1_1_u_gemini_1_1_models_1_1_generation_1_1_tools_1_1_declaration_1_1_gemini_code_execution.html">Uralstech.UGemini.Models.Generation.Tools.Declaration.GeminiCodeExecution</a></div><div class="ttdoc">Tool that executes code generated by the model, and automatically returns the result to the model.</div><div class="ttdef"><b>Definition</b> GeminiCodeExecution.cs:14</div></div>
+</div><!-- fragment --><p>That's it! Now, when code execution is used, the response should be something like this:</p>
+<div class="fragment"><div class="line">&gt; Make a simple python program to print hello world and use code execution for that.</div>
+<div class="line">Result: (Text=, Code=, ExecutionResult=), (Text=, Code=print(&quot;Hello world!&quot;), ExecutionResult=), (Text=, Code=, ExecutionResult=Hello world!),</div>
+<div class="line">(Text=I have created a simple Python program that prints &quot;Hello world!&quot;.  I used the `print()` function to achieve this. The code was executed</div>
+<div class="line">using the `tool_code` block., Code=, ExecutionResult=)</div>
+</div><!-- fragment --><p>Code execution is also, as of writing, only available in the Beta API.</p>
+<h2><a class="anchor" id="autotoc_md40"></a>
 JSON Response Mode</h2>
 <p>In JSON mode, Gemini will always respond in the specified JSON response schema.</p>
 <div class="fragment"><div class="line"><span class="keyword">using </span><a class="code hl_namespace" href="namespace_uralstech_1_1_u_gemini.html">Uralstech.UGemini</a>;</div>
@@ -960,31 +1085,31 @@ <h2><a class="anchor" id="autotoc_md33"></a>
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 <p>JSON mode is also only available in the Beta API.</p>
-<h1><a class="anchor" id="autotoc_md34"></a>
+<h1><a class="anchor" id="autotoc_md41"></a>
 Samples</h1>
 <p>For full-fledged examples of the features of this package, check out the samples included in the package:</p>
-<h2><a class="anchor" id="autotoc_md35"></a>
+<h2><a class="anchor" id="autotoc_md42"></a>
 Mult-turn Chat</h2>
 <p>A sample scene showing a multi-turn chat system. <a href="https://github.com/Uralstech/UGemini/tree/master/UGemini/Packages/com.uralstech.ugemini/Samples~/SimpleMultiTurnChatSample"><em><b>GitHub Source</b></em></a></p>
-<h2><a class="anchor" id="autotoc_md36"></a>
+<h2><a class="anchor" id="autotoc_md43"></a>
 Function Calling</h2>
 <p>A sample scene showing a function calling system. <a href="https://github.com/Uralstech/UGemini/tree/master/UGemini/Packages/com.uralstech.ugemini/Samples~/FunctionCallingSample"><em><b>GitHub Source</b></em></a></p>
-<h2><a class="anchor" id="autotoc_md37"></a>
+<h2><a class="anchor" id="autotoc_md44"></a>
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 <p>A sample showing a system which streams Gemini's responses, including function calls. <a href="https://github.com/Uralstech/UGemini/tree/master/UGemini/Packages/com.uralstech.ugemini/Samples~/StreamedFunctionCallingSample"><em><b>GitHub Source</b></em></a></p>
-<h2><a class="anchor" id="autotoc_md38"></a>
+<h2><a class="anchor" id="autotoc_md45"></a>
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 <p>A sample scene with a system where Gemini answers questions based only on the given context. <a href="https://github.com/Uralstech/UGemini/tree/master/UGemini/Packages/com.uralstech.ugemini/Samples~/QuestionAnsweringSample"><em><b>GitHub Source</b></em></a></p>
-<h2><a class="anchor" id="autotoc_md39"></a>
+<h2><a class="anchor" id="autotoc_md46"></a>
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 <p>A sample scene with a system to create, delete, retrieve, list and prompt Gemini with files stored in the File/Media API endpoints. <a href="https://github.com/Uralstech/UGemini/tree/master/UGemini/Packages/com.uralstech.ugemini/Samples~/FileAPISample"><em><b>GitHub Source</b></em></a></p>
-<h2><a class="anchor" id="autotoc_md40"></a>
+<h2><a class="anchor" id="autotoc_md47"></a>
 JSON Response</h2>
 <p>A sample scene showing a system where Gemini responds in a specified JSON format. <a href="https://github.com/Uralstech/UGemini/tree/master/UGemini/Packages/com.uralstech.ugemini/Samples~/JSONResponseSample"><em><b>GitHub Source</b></em></a></p>
-<h2><a class="anchor" id="autotoc_md41"></a>
+<h2><a class="anchor" id="autotoc_md48"></a>
 List and Get Model Metadata</h2>
 <p>A sample scene with a system to list, get and chat with models using the models.get and models.list endpoints. <a href="https://github.com/Uralstech/UGemini/tree/master/UGemini/Packages/com.uralstech.ugemini/Samples~/ModelMetadataRetrievalSample"><em><b>GitHub Source</b></em></a></p>
-<h2><a class="anchor" id="autotoc_md42"></a>
+<h2><a class="anchor" id="autotoc_md49"></a>
 Token Counting</h2>
 <p>A sample scene showing a token counting system using the <code>countTokens</code> endpoint. <a href="https://github.com/Uralstech/UGemini/tree/master/UGemini/Packages/com.uralstech.ugemini/Samples~/TokenCounterSample"><em><b>GitHub Source</b></em></a> </p>
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