diff --git a/scripts/macos/macos_run.sh b/scripts/macos/macos_run.sh
index 46c9069e..32c7d879 100644
--- a/scripts/macos/macos_run.sh
+++ b/scripts/macos/macos_run.sh
@@ -25,7 +25,7 @@ miniconda_folder="./installer_files"
 TMP="./installer_files/temp"
 
 if  [ -e "$miniconda_folder" ]; then
-    INSTALL_ENV_DIR="./installer_files/lollms_env"
+    INSTALL_ENV_DIR="./installer_files/miniconda3/envs/lollms"
     MINICONDA_DIR="./installer_files/miniconda3"
     MINICONDA_CMD="$MINICONDA_DIR/bin/activate"
     if [ ! -f "$MINICONDA_DIR/bin/activate" ]; then
diff --git a/utilities/execution_engines/graphviz_execution_engine.py b/utilities/execution_engines/graphviz_execution_engine.py
index 168d7aaf..8c22c86a 100644
--- a/utilities/execution_engines/graphviz_execution_engine.py
+++ b/utilities/execution_engines/graphviz_execution_engine.py
@@ -17,7 +17,7 @@ from lollms.utilities import discussion_path_2_url
 
 lollmsElfServer:LOLLMSWebUI = LOLLMSWebUI.get_instance()          
 
-def build_graphviz_output(code, ifram_name="unnamed"):
+def build_graphviz_output(code, ifram_name=None):
     """
     This function creates an HTML5 iframe with the given HTML content and iframe name.
 
@@ -29,43 +29,75 @@ def build_graphviz_output(code, ifram_name="unnamed"):
     str: The HTML string for the iframe.
     """
     # Start the timer.
-    start_time = time.time()    
-    rendered =  "\n".join([
-        '<div style="width: 100%; margin: 0 auto;">',
-        f'<iframe id="{ifram_name}" srcdoc=\'',
-        '<style>',
-        'iframe {',
-        'width: 100%;',
-        'height: 100%;',
-        'border: none;',
-        '}',        
-        '.graph {',
-        'background-color: transparent;',
-        'padding: 20px;',
-        'border-radius: 10px;',
-        'display: flex;',
-        'justify-content: center;',
-        'align-items: center;',
-        'height: 100%;',
-        '}',
-        '</style>',
-        '<div id="graph" class="graph"></div>',
-        '<script src="https://github.com/mdaines/viz-js/releases/download/release-viz-3.2.4/viz-standalone.js"></script>',
-        '<script>',
-        '// Initialize the mermaid library and render our diagram',
-        'Viz.instance().then(function(viz) {',
-        'var svg = viz.renderSVGElement(`',
-        "\n".join([c.replace("'","\"") for c in code.split("\n") if c.strip()!=""]),
-        '`);',
-        'document.getElementById("graph").appendChild(svg);',
-        '});',
-        '</script>',
-        '<div style="text-align: center;">',
-        '</div>',
-        '\' style="width: 100%; height: 600px; border: none;"></iframe>',
-        '</div>'
-        ]
-    )
+    start_time = time.time()
+    if ifram_name!=None:
+        rendered =  "\n".join([
+            '<div style="width: 100%; margin: 0 auto;">',
+            f'<iframe id="{ifram_name}" srcdoc=\'',
+            '<style>',
+            'iframe {',
+            'width: 100%;',
+            'height: 100%;',
+            'border: none;',
+            '}',        
+            '.graph {',
+            'background-color: transparent;',
+            'padding: 20px;',
+            'border-radius: 10px;',
+            'display: flex;',
+            'justify-content: center;',
+            'align-items: center;',
+            'height: 100%;',
+            '}',
+            '</style>',
+            '<div id="graph" class="graph"></div>',
+            '<script src="https://github.com/mdaines/viz-js/releases/download/release-viz-3.2.4/viz-standalone.js"></script>',
+            '<script>',
+            '// Initialize the mermaid library and render our diagram',
+            'Viz.instance().then(function(viz) {',
+            'var svg = viz.renderSVGElement(`',
+            "\n".join([c.replace("'","\"") for c in code.split("\n") if c.strip()!=""]),
+            '`);',
+            'document.getElementById("graph").appendChild(svg);',
+            '});',
+            '</script>',
+            '<div style="text-align: center;">',
+            '</div>',
+            '\' style="width: 100%; height: 600px; border: none;"></iframe>',
+            '</div>'
+            ]
+        )
+    else:
+        rendered =  "\n".join([
+            '<div style="width: 100%; margin: 0 auto;">',
+            '<style>',
+            '.graph {',
+            'background-color: transparent;',
+            'padding: 20px;',
+            'border-radius: 10px;',
+            'display: flex;',
+            'justify-content: center;',
+            'align-items: center;',
+            'height: 100%;',
+            '}',
+            '</style>',
+            '<div id="graph" class="graph"></div>',
+            '<script src="https://github.com/mdaines/viz-js/releases/download/release-viz-3.2.4/viz-standalone.js"></script>',
+            '<script>',
+            '// Initialize the mermaid library and render our diagram',
+            'Viz.instance().then(function(viz) {',
+            'var svg = viz.renderSVGElement(`',
+            "\n".join([c.replace("'","\"") for c in code.split("\n") if c.strip()!=""]),
+            '`);',
+            'document.getElementById("graph").appendChild(svg);',
+            '});',
+            '</script>',
+            '<div style="text-align: center;">',
+            '</div>',
+            '</div>'
+            ]
+        )
+        
     execution_time = time.time() - start_time
     return {"output": rendered, "execution_time": execution_time}
 
diff --git a/utilities/execution_engines/svg_execution_engine.py b/utilities/execution_engines/svg_execution_engine.py
new file mode 100644
index 00000000..401007f2
--- /dev/null
+++ b/utilities/execution_engines/svg_execution_engine.py
@@ -0,0 +1,107 @@
+"""
+project: lollms_webui
+file: shell_execution_engine.py 
+author: ParisNeo
+description: 
+    This is a utility for executing python code
+
+"""
+from lollms_webui import LOLLMSWebUI
+from ascii_colors import get_trace_exception, trace_exception
+import time
+import subprocess
+import json
+from lollms.client_session import Client
+from lollms.utilities import discussion_path_2_url
+
+
+lollmsElfServer:LOLLMSWebUI = LOLLMSWebUI.get_instance()          
+
+def build_svg_output(code, ifram_name="unnamed"):
+    """
+    This function creates an HTML5 iframe with the given HTML content and iframe name.
+
+    Args:
+    code (str): The svg code
+    ifram_name (str, optional): The name of the iframe. Defaults to "unnamed".
+
+    Returns:
+    str: The HTML string for the iframe.
+    """
+    # Start the timer.
+    start_time = time.time()    
+    rendered =  "\n".join([
+        '<div style="width: 100%; margin: 0 auto;">',
+        f'<iframe id="{ifram_name}" style="width: 100%" srcdoc="',
+        '<style>',
+        'iframe {',
+        'width: 100%;',
+        'height: 100%;',
+        'border: none;',
+        '}',
+        '.svg {',
+        'background-color: transparent;',
+        'padding: 20px;',
+        'border-radius: 10px;',
+        'display: flex;',
+        'justify-content: center;',
+        'align-items: center;',
+        'height: 100%;',
+        '}',
+        '</style>',
+        '<div class=\'svg\'>',
+        "\n".join([c for c in code.split("\n") if c.strip()!=""]),
+        '</div>',
+        '<script src=\'https://cdn.jsdelivr.net/npm/svg/dist/svg.min.js\'></script>',
+        '<script>',
+        '// Initialize the svg library and render our diagram',
+        'svg.initialize({ startOnLoad: true });',
+        '// Function to save SVG content to a file',
+        'function saveSVG() {',
+        'var svg = document.querySelector(".svg > svg");',
+        'var serializer = new XMLSerializer();',
+        'var source = serializer.serializeToString(svg);',
+        'var blob = new Blob([source], {type: "image/svg+xml;charset=utf-8"});',
+        'var url = URL.createObjectURL(blob);',
+        'var a = document.createElement("a");',
+        'a.href = url;',
+        'a.download = "diagram.svg";',
+        'a.click();',
+        '}',        
+        '</script>',
+        '<div style=\'text-align: center;\'>',
+        '</div>',
+        '<button onclick="saveSVG()">Save SVG</button>',
+        '" style="width: 100%; height: 600px; border: none;"></iframe>',
+        '</div>'
+        ]
+    )
+    execution_time = time.time() - start_time
+    return {"output": rendered, "execution_time": execution_time}
+
+
+
+
+
+def execute_svg(code, client:Client, message_id, build_file=False):
+    if build_file:
+        # Start the timer.
+        start_time = time.time()
+        if not "http" in lollmsElfServer.config.host and not "https" in lollmsElfServer.config.host:
+            host = "http://"+lollmsElfServer.config.host
+        else:
+            host = lollmsElfServer.config.host
+
+        # Create a temporary file.
+        root_folder = client.discussion.discussion_folder
+        root_folder.mkdir(parents=True,exist_ok=True)
+        tmp_file = root_folder/f"ai_code_{message_id}.html"
+        with open(tmp_file,"w",encoding="utf8") as f:
+            f.write(build_svg_output(code)["output"])
+        link = f"{host}:{lollmsElfServer.config.port}/{discussion_path_2_url(tmp_file)}"
+        # Stop the timer.
+        execution_time = time.time() - start_time
+        output_json = {"output": f'<b>Page built successfully</b><br><a href="{link}" target="_blank">Press here to view the page</a>', "execution_time": execution_time}
+        return output_json
+    else:
+        return build_svg_output(code)