diff --git a/codergpt.explainer.html b/codergpt.explainer.html
index 31a99d2..6780ed6 100644
--- a/codergpt.explainer.html
+++ b/codergpt.explainer.html
@@ -143,41 +143,53 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Link to this headi
 
 </dd></dl>
 
+</section>
+<section id="module-codergpt.explainer">
+<span id="module-contents"></span><h2>Module contents<a class="headerlink" href="#module-codergpt.explainer" title="Link to this heading"></a></h2>
+<p>Code explanation module.</p>
 <dl class="py class">
-<dt class="sig sig-object py" id="codergpt.explainer.explainer.ExpressionEvaluator">
-<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">codergpt.explainer.explainer.</span></span><span class="sig-name descname"><span class="pre">ExpressionEvaluator</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">source_code</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">function_name</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">class_name</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="#codergpt.explainer.explainer.ExpressionEvaluator" title="Link to this definition"></a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">NodeVisitor</span></code></p>
-<p>Evaluate the code expression and extract the source code of the specified function or class.</p>
+<dt class="sig sig-object py" id="codergpt.explainer.CodeExplainer">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">codergpt.explainer.</span></span><span class="sig-name descname"><span class="pre">CodeExplainer</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">chain</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#codergpt.explainer.CodeExplainer" title="Link 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>Code Explainer class that extracts and explains code from a given file.</p>
 <dl class="py method">
-<dt class="sig sig-object py" id="codergpt.explainer.explainer.ExpressionEvaluator.visit_ClassDef">
-<span class="sig-name descname"><span class="pre">visit_ClassDef</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">node</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#codergpt.explainer.explainer.ExpressionEvaluator.visit_ClassDef" title="Link to this definition"></a></dt>
-<dd><p>Visit a ClassDef (class definition) node in the AST.</p>
-<p>If the class name matches the target class name, it extracts the source segment.</p>
+<dt class="sig sig-object py" id="codergpt.explainer.CodeExplainer.explain">
+<span class="sig-name descname"><span class="pre">explain</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">path</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">function</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">classname</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="#codergpt.explainer.CodeExplainer.explain" title="Link to this definition"></a></dt>
+<dd><p>Explain the contents of the code file by invoking the runnable chain.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
-<dd class="field-odd"><p><strong>node</strong> (<em>ast.ClassDef</em>) – The node representing a class definition in the AST.</p>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>path</strong> (<span class="sphinx_autodoc_typehints-type"><code class="xref py py-data docutils literal notranslate"><span class="pre">Union</span></code>[<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">Path</span></code>]</span>) – The path to the code file to be explained.</p></li>
+<li><p><strong>function</strong> (<span class="sphinx_autodoc_typehints-type"><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code>]</span>) – The name of the function to explain. Default is None.</p></li>
+<li><p><strong>classname</strong> (<span class="sphinx_autodoc_typehints-type"><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code>]</span>) – The name of the class to explain. Default is None.</p></li>
+</ul>
 </dd>
 </dl>
 </dd></dl>
 
 <dl class="py method">
-<dt class="sig sig-object py" id="codergpt.explainer.explainer.ExpressionEvaluator.visit_FunctionDef">
-<span class="sig-name descname"><span class="pre">visit_FunctionDef</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">node</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#codergpt.explainer.explainer.ExpressionEvaluator.visit_FunctionDef" title="Link to this definition"></a></dt>
-<dd><p>Visit a FunctionDef (function definition) node in the AST.</p>
-<p>If the function name matches the target function name, it extracts the source segment.</p>
+<dt class="sig sig-object py" id="codergpt.explainer.CodeExplainer.get_function_code">
+<span class="sig-name descname"><span class="pre">get_function_code</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">filename</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">function_name</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">class_name</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="#codergpt.explainer.CodeExplainer.get_function_code" title="Link to this definition"></a></dt>
+<dd><p>Extract and return the source code of the specified function or class from a file.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
-<dd class="field-odd"><p><strong>node</strong> (<em>ast.FunctionDef</em>) – The node representing a function definition in the AST.</p>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>filename</strong> (<span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code></span>) – The path to the file containing the code.</p></li>
+<li><p><strong>function_name</strong> (<span class="sphinx_autodoc_typehints-type"><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code>]</span>) – The name of the function to extract code for. Default is None.</p></li>
+<li><p><strong>class_name</strong> (<span class="sphinx_autodoc_typehints-type"><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code>]</span>) – The name of the class to extract code for. Default is None.</p></li>
+</ul>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code>]</span></p>
+</dd>
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p>The extracted source code of the specified function or class, if found.</p>
 </dd>
 </dl>
 </dd></dl>
 
 </dd></dl>
 
-</section>
-<section id="module-codergpt.explainer">
-<span id="module-contents"></span><h2>Module contents<a class="headerlink" href="#module-codergpt.explainer" title="Link to this heading"></a></h2>
-<p>Code explanation module.</p>
 </section>
 </section>
 
diff --git a/codergpt.html b/codergpt.html
index b23a296..4f7a0fa 100644
--- a/codergpt.html
+++ b/codergpt.html
@@ -112,14 +112,16 @@ <h2>Subpackages<a class="headerlink" href="#subpackages" title="Link to this hea
 <li class="toctree-l4"><a class="reference internal" href="codergpt.explainer.html#codergpt.explainer.explainer.CodeExplainer.get_function_code"><code class="docutils literal notranslate"><span class="pre">CodeExplainer.get_function_code()</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l3"><a class="reference internal" href="codergpt.explainer.html#codergpt.explainer.explainer.ExpressionEvaluator"><code class="docutils literal notranslate"><span class="pre">ExpressionEvaluator</span></code></a><ul>
-<li class="toctree-l4"><a class="reference internal" href="codergpt.explainer.html#codergpt.explainer.explainer.ExpressionEvaluator.visit_ClassDef"><code class="docutils literal notranslate"><span class="pre">ExpressionEvaluator.visit_ClassDef()</span></code></a></li>
-<li class="toctree-l4"><a class="reference internal" href="codergpt.explainer.html#codergpt.explainer.explainer.ExpressionEvaluator.visit_FunctionDef"><code class="docutils literal notranslate"><span class="pre">ExpressionEvaluator.visit_FunctionDef()</span></code></a></li>
+</ul>
+</li>
+<li class="toctree-l2"><a class="reference internal" href="codergpt.explainer.html#module-codergpt.explainer">Module contents</a><ul>
+<li class="toctree-l3"><a class="reference internal" href="codergpt.explainer.html#codergpt.explainer.CodeExplainer"><code class="docutils literal notranslate"><span class="pre">CodeExplainer</span></code></a><ul>
+<li class="toctree-l4"><a class="reference internal" href="codergpt.explainer.html#codergpt.explainer.CodeExplainer.explain"><code class="docutils literal notranslate"><span class="pre">CodeExplainer.explain()</span></code></a></li>
+<li class="toctree-l4"><a class="reference internal" href="codergpt.explainer.html#codergpt.explainer.CodeExplainer.get_function_code"><code class="docutils literal notranslate"><span class="pre">CodeExplainer.get_function_code()</span></code></a></li>
 </ul>
 </li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="codergpt.explainer.html#module-codergpt.explainer">Module contents</a></li>
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="codergpt.optimizer.html">codergpt.optimizer package</a><ul>
diff --git a/genindex.html b/genindex.html
index 12cd59c..d30e340 100644
--- a/genindex.html
+++ b/genindex.html
@@ -78,14 +78,17 @@ <h1 id="index">Index</h1>
  | <a href="#G"><strong>G</strong></a>
  | <a href="#I"><strong>I</strong></a>
  | <a href="#M"><strong>M</strong></a>
- | <a href="#V"><strong>V</strong></a>
  
 </div>
 <h2 id="C">C</h2>
 <table style="width: 100%" class="indextable genindextable"><tr>
   <td style="width: 33%; vertical-align: top;"><ul>
-      <li><a href="codergpt.explainer.html#codergpt.explainer.explainer.CodeExplainer">CodeExplainer (class in codergpt.explainer.explainer)</a>
+      <li><a href="codergpt.explainer.html#codergpt.explainer.CodeExplainer">CodeExplainer (class in codergpt.explainer)</a>
+
+      <ul>
+        <li><a href="codergpt.explainer.html#codergpt.explainer.explainer.CodeExplainer">(class in codergpt.explainer.explainer)</a>
 </li>
+      </ul></li>
       <li>
     codergpt
 
@@ -109,6 +112,8 @@ <h2 id="C">C</h2>
         <li><a href="codergpt.html#module-codergpt.constants">module</a>
 </li>
       </ul></li>
+  </ul></td>
+  <td style="width: 33%; vertical-align: top;"><ul>
       <li>
     codergpt.explainer
 
@@ -116,8 +121,6 @@ <h2 id="C">C</h2>
         <li><a href="codergpt.explainer.html#module-codergpt.explainer">module</a>
 </li>
       </ul></li>
-  </ul></td>
-  <td style="width: 33%; vertical-align: top;"><ul>
       <li>
     codergpt.explainer.explainer
 
@@ -152,13 +155,15 @@ <h2 id="C">C</h2>
 <h2 id="E">E</h2>
 <table style="width: 100%" class="indextable genindextable"><tr>
   <td style="width: 33%; vertical-align: top;"><ul>
-      <li><a href="codergpt.explainer.html#codergpt.explainer.explainer.CodeExplainer.explain">explain() (codergpt.explainer.explainer.CodeExplainer method)</a>
+      <li><a href="codergpt.explainer.html#codergpt.explainer.CodeExplainer.explain">explain() (codergpt.explainer.CodeExplainer method)</a>
+
+      <ul>
+        <li><a href="codergpt.explainer.html#codergpt.explainer.explainer.CodeExplainer.explain">(codergpt.explainer.explainer.CodeExplainer method)</a>
 </li>
+      </ul></li>
   </ul></td>
   <td style="width: 33%; vertical-align: top;"><ul>
       <li><a href="codergpt.html#codergpt.main.CoderGPT.explainer">explainer() (codergpt.main.CoderGPT method)</a>
-</li>
-      <li><a href="codergpt.explainer.html#codergpt.explainer.explainer.ExpressionEvaluator">ExpressionEvaluator (class in codergpt.explainer.explainer)</a>
 </li>
   </ul></td>
 </tr></table>
@@ -166,8 +171,12 @@ <h2 id="E">E</h2>
 <h2 id="G">G</h2>
 <table style="width: 100%" class="indextable genindextable"><tr>
   <td style="width: 33%; vertical-align: top;"><ul>
-      <li><a href="codergpt.explainer.html#codergpt.explainer.explainer.CodeExplainer.get_function_code">get_function_code() (codergpt.explainer.explainer.CodeExplainer method)</a>
+      <li><a href="codergpt.explainer.html#codergpt.explainer.CodeExplainer.get_function_code">get_function_code() (codergpt.explainer.CodeExplainer method)</a>
+
+      <ul>
+        <li><a href="codergpt.explainer.html#codergpt.explainer.explainer.CodeExplainer.get_function_code">(codergpt.explainer.explainer.CodeExplainer method)</a>
 </li>
+      </ul></li>
   </ul></td>
 </tr></table>
 
@@ -206,18 +215,6 @@ <h2 id="M">M</h2>
   </ul></td>
 </tr></table>
 
-<h2 id="V">V</h2>
-<table style="width: 100%" class="indextable genindextable"><tr>
-  <td style="width: 33%; vertical-align: top;"><ul>
-      <li><a href="codergpt.explainer.html#codergpt.explainer.explainer.ExpressionEvaluator.visit_ClassDef">visit_ClassDef() (codergpt.explainer.explainer.ExpressionEvaluator method)</a>
-</li>
-  </ul></td>
-  <td style="width: 33%; vertical-align: top;"><ul>
-      <li><a href="codergpt.explainer.html#codergpt.explainer.explainer.ExpressionEvaluator.visit_FunctionDef">visit_FunctionDef() (codergpt.explainer.explainer.ExpressionEvaluator method)</a>
-</li>
-  </ul></td>
-</tr></table>
-
 
 
            </div>
diff --git a/objects.inv b/objects.inv
index 991d8ad..986a42e 100644
--- a/objects.inv
+++ b/objects.inv
@@ -2,5 +2,5 @@
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diff --git a/searchindex.js b/searchindex.js
index 9a7e201..959d492 100644
--- a/searchindex.js
+++ b/searchindex.js
@@ -1 +1 @@
-Search.setIndex({"docnames": ["codergpt", "codergpt.commenter", "codergpt.explainer", "codergpt.optimizer", "codergpt.test_writer", "index", "modules"], "filenames": ["codergpt.rst", "codergpt.commenter.rst", "codergpt.explainer.rst", "codergpt.optimizer.rst", "codergpt.test_writer.rst", "index.rst", "modules.rst"], "titles": ["codergpt package", "codergpt.commenter package", "codergpt.explainer package", "codergpt.optimizer package", "codergpt.test_writer package", "Welcome to CoderGPT\u2019s documentation!", "codergpt"], "terms": {"comment": [0, 6], "explain": [0, 6], "codeexplain": [0, 2], "get_function_cod": [0, 2], "expressionevalu": [0, 2], "visit_classdef": [0, 2], "visit_functiondef": [0, 2], "optim": [0, 6], "test_writ": [0, 6], "all": 0, "us": 0, "python": 0, "file": [0, 2], "class": [0, 2], "base": [0, 2], "object": [0, 2], "path": [0, 2], "function": [0, 2], "none": [0, 2], "classnam": [0, 2], "code": [0, 2, 3], "inspect_packag": [0, 6], "inspect": 0, "displai": 0, "map": 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