diff --git a/apps/shinkai-desktop/src-tauri/Cargo.lock b/apps/shinkai-desktop/src-tauri/Cargo.lock
index f0fe74cf7..181661fb5 100644
--- a/apps/shinkai-desktop/src-tauri/Cargo.lock
+++ b/apps/shinkai-desktop/src-tauri/Cargo.lock
@@ -125,9 +125,9 @@ dependencies = [
 
 [[package]]
 name = "anyhow"
-version = "1.0.81"
+version = "1.0.89"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0952808a6c2afd1aa8947271f3a60f1a6763c7b912d210184c5149b5cf147247"
+checksum = "86fdf8605db99b54d3cd748a44c6d04df638eb5dafb219b135d0149bd0db01f6"
 
 [[package]]
 name = "arbitrary"
@@ -4839,6 +4839,7 @@ dependencies = [
 name = "shinkai-desktop"
 version = "0.0.0"
 dependencies = [
+ "anyhow",
  "base64 0.22.1",
  "blake3",
  "chrono",
@@ -4869,6 +4870,7 @@ dependencies = [
  "tauri-plugin-updater",
  "time",
  "tokio",
+ "uuid",
  "webrtc-vad",
  "wgpu",
  "whisper-rs",
@@ -6189,9 +6191,9 @@ checksum = "86bd8d4e895da8537e5315b8254664e6b769c4ff3db18321b297a1e7004392e3"
 
 [[package]]
 name = "uuid"
-version = "1.8.0"
+version = "1.10.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a183cf7feeba97b4dd1c0d46788634f6221d87fa961b305bed08c851829efcc0"
+checksum = "81dfa00651efa65069b0b6b651f4aaa31ba9e3c3ce0137aaad053604ee7e0314"
 dependencies = [
  "getrandom 0.2.12",
 ]
diff --git a/apps/shinkai-desktop/src-tauri/Cargo.toml b/apps/shinkai-desktop/src-tauri/Cargo.toml
index 55af37589..0eeadcb09 100644
--- a/apps/shinkai-desktop/src-tauri/Cargo.toml
+++ b/apps/shinkai-desktop/src-tauri/Cargo.toml
@@ -37,6 +37,8 @@ base64 = "0.22.1"
 time = "^0.3.36"
 listeners = "0.2"
 log = "0.4"
+anyhow = "1.0.89"
+uuid = "1.10.0"
 
 tauri-plugin-global-shortcut = "2.0.0-rc.2"
 tauri-plugin-shell = "2.0.0-rc.3"
diff --git a/apps/shinkai-desktop/src-tauri/src/main.rs b/apps/shinkai-desktop/src-tauri/src/main.rs
index b5b9a060c..3718e938c 100644
--- a/apps/shinkai-desktop/src-tauri/src/main.rs
+++ b/apps/shinkai-desktop/src-tauri/src/main.rs
@@ -84,7 +84,7 @@ fn main() {
             shinkai_node_get_ollama_api_url,
             shinkai_node_get_default_model,
             hardware_get_summary,
-            galxe_generate_proof
+            galxe_generate_proof,
         ])
         .setup(|app| {
             let app_resource_dir = app.path().resource_dir()?;
diff --git a/apps/shinkai-desktop/src-tauri/src/windows/mod.rs b/apps/shinkai-desktop/src-tauri/src/windows/mod.rs
index 9a7ba6142..78efa7aaf 100644
--- a/apps/shinkai-desktop/src-tauri/src/windows/mod.rs
+++ b/apps/shinkai-desktop/src-tauri/src/windows/mod.rs
@@ -1,4 +1,4 @@
-use tauri::{AppHandle, WebviewWindowBuilder, Manager};
+use tauri::{AppHandle, Manager, WebviewWindowBuilder};
 
 #[derive(Debug, Clone, Copy)]
 pub enum Window {
@@ -17,7 +17,6 @@ impl Window {
     }
 }
 
-
 pub fn show_or_recreate_window(app_handle: AppHandle, window_name: Window) {
     let label = window_name.as_str();
     if let Some(window) = app_handle.get_webview_window(label) {
@@ -27,13 +26,20 @@ pub fn show_or_recreate_window(app_handle: AppHandle, window_name: Window) {
         let _ = window.set_focus();
     } else {
         log::info!("window {} not found, recreating...", label);
-        let window_config = app_handle.config().app.windows.iter().find(|w| w.label == label).unwrap().clone();
+        let window_config = app_handle
+            .config()
+            .app
+            .windows
+            .iter()
+            .find(|w| w.label == label)
+            .unwrap()
+            .clone();
         match WebviewWindowBuilder::from_config(&app_handle, &window_config) {
             Ok(builder) => {
                 if let Err(e) = builder.build() {
                     log::error!("failed to recreate window: {}", e);
                 }
-            },
+            }
             Err(e) => {
                 log::error!("failed to recreate window from config: {}", e);
             }
diff --git a/apps/shinkai-desktop/src-tauri/tauri.linux.conf.json b/apps/shinkai-desktop/src-tauri/tauri.linux.conf.json
index 9ff710dfd..d258f087d 100644
--- a/apps/shinkai-desktop/src-tauri/tauri.linux.conf.json
+++ b/apps/shinkai-desktop/src-tauri/tauri.linux.conf.json
@@ -3,7 +3,7 @@
     "resources": ["external-binaries/shinkai-node/libpdfium.so"],
     "linux": {
       "appimage": {
-        "bundleMediaFramework": true
+        "bundleMediaFramework": false
       }
     }
   }
diff --git a/apps/shinkai-desktop/src/App.tsx b/apps/shinkai-desktop/src/App.tsx
index df7d489a2..4627ac012 100644
--- a/apps/shinkai-desktop/src/App.tsx
+++ b/apps/shinkai-desktop/src/App.tsx
@@ -1,6 +1,7 @@
 import { I18nProvider } from '@shinkai_network/shinkai-i18n';
 import { QueryProvider } from '@shinkai_network/shinkai-node-state';
 import { Toaster } from '@shinkai_network/shinkai-ui';
+import { useEffect } from 'react';
 import { ErrorBoundary } from 'react-error-boundary';
 import { BrowserRouter as Router } from 'react-router-dom';
 
diff --git a/apps/shinkai-desktop/src/components/error-boundary.tsx b/apps/shinkai-desktop/src/components/error-boundary.tsx
index 5e98d2980..29610de35 100644
--- a/apps/shinkai-desktop/src/components/error-boundary.tsx
+++ b/apps/shinkai-desktop/src/components/error-boundary.tsx
@@ -1,3 +1,5 @@
+import { Button } from "@shinkai_network/shinkai-ui";
+
 const FullPageErrorFallback = ({ error }: { error: Error }) => {
   return (
     <div
@@ -5,9 +7,16 @@ const FullPageErrorFallback = ({ error }: { error: Error }) => {
       role="alert"
     >
       <p>Something went wrong. Try refreshing the app.</p>
-      <pre className="whitespace-pre-wrap text-balance break-all text-center">
+      <pre className="whitespace-pre-wrap text-balance break-all text-center mb-4">
         {error.message}
       </pre>
+      <Button
+        onClick={() => window.location.reload()}
+        size="sm"
+        variant="secondary"
+      >
+        Refresh
+      </Button>
     </div>
   );
 };
diff --git a/apps/shinkai-desktop/src/windows/python-runner/index.html b/apps/shinkai-desktop/src/windows/python-runner/index.html
new file mode 100644
index 000000000..4ca4391c3
--- /dev/null
+++ b/apps/shinkai-desktop/src/windows/python-runner/index.html
@@ -0,0 +1,14 @@
+<!doctype html>
+<html lang="en">
+  <head>
+    <meta charset="UTF-8" />
+    <link rel="icon" type="image/svg+xml" href="/vite.svg" />
+    <meta name="viewport" content="width=device-width, initial-scale=1.0" />
+    <title>Python Runner</title>
+  </head>
+
+  <body>
+    <div id="root"></div>
+    <script type="module" src="/src/windows/python-runner/main.ts"></script>
+  </body>
+</html>
diff --git a/apps/shinkai-desktop/src/windows/python-runner/main.ts b/apps/shinkai-desktop/src/windows/python-runner/main.ts
new file mode 100644
index 000000000..78ca7531e
--- /dev/null
+++ b/apps/shinkai-desktop/src/windows/python-runner/main.ts
@@ -0,0 +1,173 @@
+import { emit, Event, listen } from '@tauri-apps/api/event';
+import { loadPyodide, PyodideInterface } from 'pyodide';
+
+const INDEX_URL = 'https://cdn.jsdelivr.net/pyodide/v0.26.2/full/';
+
+let pyodide: PyodideInterface;
+const stdout: string[] = [];
+const stderr: string[] = [];
+
+const getWrappedCode = (code: string): string => {
+  const wrappedCode = `
+import sys
+from io import StringIO
+import pandas as pd
+import plotly.graph_objects as go
+import plotly.express as px
+import plotly.io as pio
+import json
+
+# Redirect stdout to capture prints
+old_stdout = sys.stdout
+sys.stdout = mystdout = StringIO()
+
+# Function to capture DataFrame display as HTML
+def capture_df_display(df):
+    return df.to_html()
+
+output = None
+outputError = None
+fig_json = None
+local_scope = {}
+try:
+    exec("""${code}""", globals(), local_scope)
+    if 'output' in local_scope and isinstance(local_scope['output'], pd.DataFrame):
+        output = capture_df_display(local_scope['output'])
+    else:
+        # Capture the last variable in the scope
+        last_var = list(local_scope.values())[-1] if local_scope else None
+        if isinstance(last_var, pd.DataFrame):
+            output = capture_df_display(last_var)
+        elif isinstance(last_var, (str, int, float, list, dict)):
+            output = json.dumps(last_var)
+        else:
+            output = mystdout.getvalue().strip()
+    for var_name, var_value in local_scope.items():
+        if isinstance(var_value, go.Figure):
+            fig_json = pio.to_json(var_value)
+            break
+except Exception as e:
+    outputError = str(e)
+
+# Reset stdout
+sys.stdout = old_stdout
+
+(output, outputError, fig_json)
+    `;
+  return wrappedCode;
+};
+const runPythonCode = async (
+  code: string,
+): Promise<{ type: string; data: string }> => {
+  const [output, outputError, figJson] = await pyodide.runPythonAsync(code);
+  if (outputError) {
+    throw new Error(outputError);
+  }
+  if (figJson) {
+    return { type: 'plotly', data: figJson };
+  }
+  return { type: 'string', data: output };
+};
+
+listen('run', async (event: Event<string>) => {
+  if (!pyodide) {
+    const error = new Error('pyodide is not initialized');
+    emit('execution-error', error);
+    throw error;
+  }
+  try {
+    const startTime = performance.now();
+
+    console.log('Starting code execution');
+    const code = getWrappedCode(event.payload);
+    console.log('Code wrapped', performance.now() - startTime, 'ms');
+
+    console.log('Loading packages from imports');
+    const loadPackagesStart = performance.now();
+    await pyodide.loadPackagesFromImports(code, {
+      messageCallback: (message) => {
+        console.log('Load package message:', message);
+      },
+      errorCallback: (message) => {
+        console.log('Load package error:', message);
+      },
+    });
+    console.log('Packages loaded', performance.now() - loadPackagesStart, 'ms');
+
+    console.log('Running Python code');
+    const runCodeStart = performance.now();
+    const result = await runPythonCode(code);
+    console.log('Python code executed', performance.now() - runCodeStart, 'ms');
+
+    console.log('Pyodide run result:', result);
+    
+    const totalTime = performance.now() - startTime;
+    console.log('Total execution time:', totalTime, 'ms');
+
+    emit('execution-result', {
+      state: 'success',
+      stdout,
+      stderr,
+      payload: result,
+    });
+  } catch (e) {
+    console.log('Pyodide run error:', e);
+    emit('execution-result', {
+      state: 'error',
+      stdout,
+      stderr,
+      payload: String(e),
+    });
+  }
+});
+
+const main = async () => {
+  try {
+    console.log('loading pyodide');
+    const startLoadPyodide = performance.now();
+    pyodide = await loadPyodide({
+      indexURL: INDEX_URL,
+      stdout: (message) => {
+        console.log('python stdout', message);
+        stdout.push(message);
+      },
+      stderr: (message) => {
+        console.log('python stderr', message);
+        stderr.push(message);
+      },
+      fullStdLib: true,
+    });
+    const endLoadPyodide = performance.now();
+    console.log(`Pyodide loaded in ${endLoadPyodide - startLoadPyodide} ms`);
+
+    const startLoadPackages = performance.now();
+    await pyodide.loadPackage(['micropip', 'pandas', 'numpy', 'matplotlib']);
+    const endLoadPackages = performance.now();
+    console.log(`Packages loaded in ${endLoadPackages - startLoadPackages} ms`);
+
+    const startMicropip = performance.now();
+    const micropip = pyodide.pyimport('micropip');
+    const endMicropip = performance.now();
+    console.log(`Micropip imported in ${endMicropip - startMicropip} ms`);
+
+    const startPlotly = performance.now();
+    await micropip.install('plotly');
+    const endPlotly = performance.now();
+    console.log(`Plotly installed in ${endPlotly - startPlotly} ms`);
+
+    const startSeaborn = performance.now();
+    await micropip.install('seaborn');
+    const endSeaborn = performance.now();
+    console.log(`Seaborn installed in ${endSeaborn - startSeaborn} ms`);
+
+    console.log('pyodide loaded successfully');
+    const totalTime = performance.now() - startLoadPyodide;
+    console.log(`Total loading time: ${totalTime} ms`);
+    emit('ready');
+  } catch (e) {
+    console.log('pyodide load error', e);
+    emit('loading-error');
+    return;
+  }
+};
+main();
diff --git a/apps/shinkai-desktop/vite.config.ts b/apps/shinkai-desktop/vite.config.ts
index bb3cedfd0..c1ccdc000 100644
--- a/apps/shinkai-desktop/vite.config.ts
+++ b/apps/shinkai-desktop/vite.config.ts
@@ -63,4 +63,7 @@ export default defineConfig(() => ({
       },
     },
   },
+  worker: {
+    format: 'es' as const
+  },
 }));
diff --git a/apps/shinkai-visor/vite.config.ts b/apps/shinkai-visor/vite.config.ts
index cfb056c72..4b794a6d3 100644
--- a/apps/shinkai-visor/vite.config.ts
+++ b/apps/shinkai-visor/vite.config.ts
@@ -59,4 +59,7 @@ export default defineConfig({
       },
     },
   },
+  worker: {
+    format: 'es' as const,
+  }
 });
diff --git a/libs/shinkai-i18n/locales/en-US.json b/libs/shinkai-i18n/locales/en-US.json
index ad6128458..961bf0a3e 100644
--- a/libs/shinkai-i18n/locales/en-US.json
+++ b/libs/shinkai-i18n/locales/en-US.json
@@ -537,5 +537,12 @@
       "label": "Message Received",
       "description": "You have received a response from {{inboxName}}"
     }
+  },
+  "codeRunner": {
+    "errorOccurred": "Error Occurred",
+    "stderr": "Standard Error",
+    "stdout": "Standard Output",
+    "output": "Output",
+    "executeCode": "Execute Code"
   }
-}
\ No newline at end of file
+}
diff --git a/libs/shinkai-i18n/locales/es-ES.json b/libs/shinkai-i18n/locales/es-ES.json
index c6daf7a5d..e9e5e917c 100644
--- a/libs/shinkai-i18n/locales/es-ES.json
+++ b/libs/shinkai-i18n/locales/es-ES.json
@@ -539,5 +539,12 @@
   },
   "workflowPlayground": {
     "label": "Área de Juego de Flujo de Trabajo"
+  },
+  "codeRunner": {
+    "errorOccurred": "Ocurrió un Error",
+    "stderr": "Salida de Error",
+    "stdout": "Salida Estándar",
+    "output": "Resultado",
+    "executeCode": "Ejecutar Código"
   }
 }
\ No newline at end of file
diff --git a/libs/shinkai-i18n/locales/id-ID.json b/libs/shinkai-i18n/locales/id-ID.json
index 67b3721a0..ae13bc307 100644
--- a/libs/shinkai-i18n/locales/id-ID.json
+++ b/libs/shinkai-i18n/locales/id-ID.json
@@ -537,5 +537,12 @@
   },
   "workflowPlayground": {
     "label": "Taman Bermain Alur Kerja"
+  },
+  "codeRunner": {
+    "errorOccurred": "Terjadi Kesalahan",
+    "stderr": "Kesalahan Standar",
+    "stdout": "Keluaran Standar",
+    "output": "Hasil",
+    "executeCode": "Jalankan Kode"
   }
 }
\ No newline at end of file
diff --git a/libs/shinkai-i18n/locales/ja-JP.json b/libs/shinkai-i18n/locales/ja-JP.json
index 34e3ef992..fa55be036 100644
--- a/libs/shinkai-i18n/locales/ja-JP.json
+++ b/libs/shinkai-i18n/locales/ja-JP.json
@@ -537,5 +537,12 @@
   },
   "workflowPlayground": {
     "label": "ワークフロープレイグラウンド"
+  },
+  "codeRunner": {
+    "errorOccurred": "エラーが発生しました",
+    "stderr": "標準エラー",
+    "stdout": "標準出力",
+    "output": "出力",
+    "executeCode": "コードを実行"
   }
 }
\ No newline at end of file
diff --git a/libs/shinkai-i18n/locales/zh-CN.json b/libs/shinkai-i18n/locales/zh-CN.json
index 6035b52b3..487c40273 100644
--- a/libs/shinkai-i18n/locales/zh-CN.json
+++ b/libs/shinkai-i18n/locales/zh-CN.json
@@ -537,5 +537,12 @@
   },
   "workflowPlayground": {
     "label": "工作流程游乐场"
+  },
+  "codeRunner": {
+    "errorOccurred": "发生错误",
+    "stderr": "标准错误",
+    "stdout": "标准输出",
+    "output": "输出",
+    "executeCode": "执行代码"
   }
 }
\ No newline at end of file
diff --git a/libs/shinkai-i18n/src/lib/default/index.ts b/libs/shinkai-i18n/src/lib/default/index.ts
index 051c60d51..2093e4564 100644
--- a/libs/shinkai-i18n/src/lib/default/index.ts
+++ b/libs/shinkai-i18n/src/lib/default/index.ts
@@ -587,4 +587,11 @@ export default {
       description: 'You have received a response from {{inboxName}}',
     },
   },
+  codeRunner: {
+    errorOccurred: 'Error Occurred',
+    stderr: 'Standard Error',
+    stdout: 'Standard Output',
+    output: 'Output',
+    executeCode: 'Execute Code',
+  },
 };
diff --git a/libs/shinkai-ui/src/components/chat/message.tsx b/libs/shinkai-ui/src/components/chat/message.tsx
index 16cd4fac6..8a58b3fa9 100644
--- a/libs/shinkai-ui/src/components/chat/message.tsx
+++ b/libs/shinkai-ui/src/components/chat/message.tsx
@@ -4,7 +4,7 @@ import { format } from 'date-fns';
 import { motion } from 'framer-motion';
 import { Edit3, RotateCcw } from 'lucide-react';
 import { InfoCircleIcon } from 'primereact/icons/infocircle';
-import React, { Fragment, useEffect, useState } from 'react';
+import React, { Fragment, useEffect, useMemo, useState } from 'react';
 import { useForm } from 'react-hook-form';
 import { z } from 'zod';
 
@@ -26,6 +26,7 @@ import {
 } from '../tooltip';
 import { ChatInputArea } from './chat-input-area';
 import { FileList } from './files-preview';
+import { PythonCodeRunner } from './python-code-runner/python-code-runner';
 
 export const extractErrorPropertyOrContent = (
   content: string,
@@ -42,6 +43,11 @@ export const extractErrorPropertyOrContent = (
   return String(content);
 };
 
+const containsPythonCode = (content: string): boolean => {
+  const pythonCodeRegex = /```python\s[\s\S]*?```/;
+  return pythonCodeRegex.test(content);
+};
+
 type MessageProps = {
   isPending?: boolean;
   message: ChatConversationMessage;
@@ -108,6 +114,14 @@ export const Message = ({
     editMessageForm.reset({ message: message.content });
   }, [editMessageForm, message.content]);
 
+  const pythonCode = useMemo(() => {
+    if (containsPythonCode(message.content)) {
+      const match = message.content.match(/```python\s([\s\S]*?)```/);
+      return match ? match[1] : null;
+    }
+    return null;
+  }, [message.content]);
+
   return (
     <motion.div
       animate="rest"
@@ -230,6 +244,7 @@ export const Message = ({
                         'error_message',
                       )}
                     />
+                    {pythonCode && <PythonCodeRunner code={pythonCode} />}
                     {!!message.fileInbox?.files?.length && (
                       <FileList
                         className="mt-2 min-w-[200px] max-w-[70vw]"
diff --git a/libs/shinkai-ui/src/components/chat/python-code-runner/error-render.tsx b/libs/shinkai-ui/src/components/chat/python-code-runner/error-render.tsx
new file mode 100644
index 000000000..9649c2696
--- /dev/null
+++ b/libs/shinkai-ui/src/components/chat/python-code-runner/error-render.tsx
@@ -0,0 +1,22 @@
+import { ExclamationTriangleIcon } from '@radix-ui/react-icons';
+import { useTranslation } from '@shinkai_network/shinkai-i18n';
+
+type ErrorRenderProps = { error: string };
+
+export const ErrorRender = ({ error }: ErrorRenderProps) => {
+  const i18n = useTranslation();
+
+  return (
+    <div className="rounded-md border border-red-200 bg-red-50 p-4">
+      <div className="mb-2 flex items-center">
+        <ExclamationTriangleIcon className="mr-2 h-5 w-5 text-red-600" />
+        <h3 className="font-bold text-red-700">
+          {i18n.t('codeRunner.errorOccurred')}
+        </h3>
+      </div>
+      <pre className="overflow-x-auto whitespace-pre-wrap rounded border border-red-100 bg-white p-3 text-sm text-red-800">
+        {error}
+      </pre>
+    </div>
+  );
+};
diff --git a/libs/shinkai-ui/src/components/chat/python-code-runner/output-render.tsx b/libs/shinkai-ui/src/components/chat/python-code-runner/output-render.tsx
new file mode 100644
index 000000000..4661d5ef7
--- /dev/null
+++ b/libs/shinkai-ui/src/components/chat/python-code-runner/output-render.tsx
@@ -0,0 +1,70 @@
+import { useTranslation } from '@shinkai_network/shinkai-i18n';
+import Plot from 'react-plotly.js';
+
+import { ErrorRender } from './error-render';
+import { RunResult } from './python-code-runner-web-worker';
+import { StderrRender } from './stderr-render';
+import { StdoutRender } from './stdout-render';
+
+export type OutputRender = {
+  result: RunResult;
+};
+
+export const OutputRender = ({ result }: { result: RunResult }) => {
+  const i18n = useTranslation();
+
+  if (result?.state === 'error') {
+    return (
+      <div className="flex flex-col space-y-2">
+        <ErrorRender error={result.message} />
+        <StdoutRender stdout={result.stdout || []} />
+        <StderrRender stderr={result.stderr || []} />
+      </div>
+    );
+  }
+  console.log('rerendering');
+  return (
+    <div className="flex flex-col space-y-2">
+      <div className="flex flex-col space-y-2">
+        {result?.result?.figures?.map((figure, index) => {
+          return figure.type === 'plotly' ? (
+            <div className="mb-4" key={index}>
+              <Plot
+                config={{
+                  responsive: true,
+                  displayModeBar: true,
+                  scrollZoom: false,
+                }}
+                data={JSON.parse(figure.data).data}
+                layout={{
+                  ...JSON.parse(figure.data).layout,
+                  autosize: true,
+                  margin: { l: 50, r: 50, b: 50, t: 50, pad: 4 },
+                  width: '100%',
+                  height: 400,
+                }}
+                style={{ width: '100%', height: '100%' }}
+                useResizeHandler={true}
+              />
+            </div>
+          ) : (
+            <div
+              dangerouslySetInnerHTML={{ __html: figure.data }}
+              key={index}
+            />
+          );
+        })}
+      </div>
+
+      <details className="rounded-md bg-gray-100 p-4">
+        <summary className="mb-2 cursor-pointer font-bold">
+          {i18n.t('codeRunner.output')}
+        </summary>
+        <pre className="mt-2 overflow-x-auto whitespace-pre-wrap">
+          {result.result.rawOutput}
+        </pre>
+      </details>
+      <StdoutRender stdout={result.stdout || []} />
+    </div>
+  );
+};
diff --git a/libs/shinkai-ui/src/components/chat/python-code-runner/python-code-runner-web-worker.ts b/libs/shinkai-ui/src/components/chat/python-code-runner/python-code-runner-web-worker.ts
new file mode 100644
index 000000000..b3d1db513
--- /dev/null
+++ b/libs/shinkai-ui/src/components/chat/python-code-runner/python-code-runner-web-worker.ts
@@ -0,0 +1,210 @@
+/* eslint-disable no-restricted-globals */
+import { loadPyodide, PyodideInterface } from 'pyodide';
+
+export type CodeOutput = {
+  rawOutput: string;
+  figures: { type: 'plotly' | 'html'; data: string }[];
+};
+
+export type RunResult =
+  | {
+      state: 'success';
+      stdout: string[];
+      stderr: string[];
+      result: {
+        rawOutput: string;
+        figures: { type: 'plotly' | 'html'; data: string }[];
+      };
+    }
+  | {
+      state: 'error';
+      stdout: string[];
+      stderr: string[];
+      message: string;
+    };
+
+export type PythonCodeRunnerWebWorkerMessage = {
+  type: 'run-done';
+  payload: RunResult;
+};
+
+const INDEX_URL = 'https://cdn.jsdelivr.net/pyodide/v0.26.2/full/';
+
+let pyodide: PyodideInterface;
+const stdout: string[] = [];
+const stderr: string[] = [];
+
+const getWrappedCode = (code: string): string => {
+  const wrappedCode = `
+import sys
+from io import StringIO
+import pandas as pd
+import plotly.graph_objects as go
+import plotly.express as px
+import plotly.io as pio
+import json
+import array
+
+import pyodide_http
+pyodide_http.patch_all()
+
+import urllib3
+import requests
+
+# Redirect stdout to capture prints
+old_stdout = sys.stdout
+mystdout = sys.stdout = StringIO()
+
+# Function to capture DataFrame display as HTML
+def capture_df_display(df):
+    return df.to_html()
+
+output = None
+outputError = None
+figures = []
+local_scope = {}
+try:
+    exec("""${code}""", globals(), local_scope)
+
+    # Capture the last variable in the scope
+    last_var = list(local_scope.values())[-1] if local_scope else None
+    if isinstance(last_var, pd.DataFrame):
+        output = capture_df_display(last_var)
+    elif isinstance(last_var, (str, int, float, list, dict)):
+        output = json.dumps(last_var)
+    else:
+        output = mystdout.getvalue().strip()
+    
+    for var_name, var_value in local_scope.items():
+        if isinstance(var_value, go.Figure):
+            figures.append({ 'type': 'plotly', 'data': pio.to_json(var_value) })
+        if isinstance(var_value, pd.DataFrame):
+            figures.append({ 'type': 'html', 'data': capture_df_display(var_value) })        
+
+except Exception as e:
+    outputError = str(e)
+
+# Reset stdout
+sys.stdout = old_stdout
+figures = json.dumps(figures)
+(output, outputError, figures)
+    `;
+  return wrappedCode;
+};
+const runPythonCode = async (code: string): Promise<CodeOutput> => {
+  const [output, outputError, figures] = await pyodide.runPythonAsync(code);
+  if (outputError) {
+    throw new Error(outputError);
+  }
+  return { rawOutput: output, figures: JSON.parse(figures) };
+};
+
+const run = async (code: string) => {
+  if (!pyodide) {
+    const error = new Error('pyodide is not initialized');
+    throw error;
+  }
+  console.time('total execution');
+
+  console.log('starting code execution');
+  console.time('code wrapping');
+  const wrappedCode = getWrappedCode(code);
+  console.timeEnd('code wrapping');
+
+  console.log('loading packages from imports');
+  console.time('loading packages');
+  await pyodide.loadPackagesFromImports(wrappedCode, {
+    messageCallback: (message) => {
+      console.log('load package message:', message);
+    },
+    errorCallback: (message) => {
+      console.log('load package error:', message);
+    },
+  });
+  console.timeEnd('loading packages');
+
+  console.log('running Python code');
+  console.time('python code execution');
+  const result = await runPythonCode(wrappedCode);
+  console.timeEnd('python code execution');
+
+  console.log('pyodide run result:', result);
+
+  console.timeEnd('total execution');
+  return result;
+};
+
+const initialize = async () => {
+  console.log('initializing pyodide');
+  console.time('pyodide loading');
+  pyodide = await loadPyodide({
+    indexURL: INDEX_URL,
+    stdout: (message) => {
+      console.log('python stdout', message);
+      stdout.push(message);
+    },
+    stderr: (message) => {
+      console.log('python stderr', message);
+      stderr.push(message);
+    },
+    fullStdLib: false,
+  });
+  console.timeEnd('pyodide loading');
+
+  console.time('pyodide loading packages');
+  await pyodide.loadPackage(['micropip', 'pandas', 'numpy', 'matplotlib']);
+  console.timeEnd('pyodide loading packages');
+
+  console.time('importing micropip');
+  const micropip = pyodide.pyimport('micropip');
+  console.timeEnd('importing micropip');
+
+  const micropipLibs = [
+    'plotly',
+    'pyodide-http',
+    'requests',
+    'urllib3',
+    'seaborn',
+  ];
+  console.log('Installing micropip libraries');
+  for (const lib of micropipLibs) {
+    console.time(`installing ${lib}`);
+    await micropip.install(lib);
+    console.timeEnd(`installing ${lib}`);
+  }
+  console.log('Finished installing micropip libraries');
+  console.log('pyodide initialized successfully');
+};
+
+self.onmessage = async (event) => {
+  switch (event.data?.type) {
+    case 'run':
+      console.time('total run time');
+      try {
+        await initialize();
+        const runResult = await run(event.data.payload.code);
+        self.postMessage({
+          type: 'run-done',
+          payload: {
+            state: 'success',
+            stdout,
+            stderr,
+            result: runResult,
+          } as RunResult,
+        });
+      } catch (e) {
+        self.postMessage({
+          type: 'run-done',
+          payload: {
+            state: 'error',
+            stdout,
+            stderr,
+            message: String(e),
+          } as RunResult,
+        });
+      } finally {
+        console.timeEnd('total run time');
+      }
+      break;
+  }
+};
diff --git a/libs/shinkai-ui/src/components/chat/python-code-runner/python-code-runner.tsx b/libs/shinkai-ui/src/components/chat/python-code-runner/python-code-runner.tsx
new file mode 100644
index 000000000..0dda93341
--- /dev/null
+++ b/libs/shinkai-ui/src/components/chat/python-code-runner/python-code-runner.tsx
@@ -0,0 +1,117 @@
+import { useTranslation } from '@shinkai_network/shinkai-i18n';
+import { useMutation, UseMutationOptions } from '@tanstack/react-query';
+import { AnimatePresence, motion } from 'framer-motion';
+
+import { Button } from '../../button';
+import { OutputRender } from './output-render';
+import {
+  PythonCodeRunnerWebWorkerMessage,
+  RunResult,
+} from './python-code-runner-web-worker';
+import PythonRunnerWorker from './python-code-runner-web-worker?worker';
+
+type PythonCodeRunnerProps = {
+  code: string;
+};
+
+export const usePythonRunnerRunMutation = (
+  options?: UseMutationOptions<RunResult, Error, { code: string }>,
+) => {
+  const response = useMutation({
+    mutationFn: async (params: { code: string }): Promise<RunResult> => {
+      const worker = new PythonRunnerWorker();
+      worker.postMessage({ type: 'run', payload: { code: params.code } });
+      const result: RunResult = await new Promise<RunResult>(
+        (resolve, reject) => {
+          const timeout = setTimeout(() => {
+            reject(new Error('execution timed out'));
+          }, 30000);
+          worker.onmessage = (event: {
+            data: PythonCodeRunnerWebWorkerMessage;
+          }) => {
+            if (event.data.type === 'run-done') {
+              clearTimeout(timeout);
+              console.log('worker event', event);
+              resolve(event.data.payload);
+            }
+          };
+          worker.onerror = (error: { message: string }) => {
+            clearTimeout(timeout);
+            console.log('worker error', error);
+            reject(new Error(`worker error: ${error.message}`));
+          };
+        },
+      ).finally(() => {
+        worker.terminate();
+      });
+      console.log('mutation run result', result);
+      return result;
+    },
+    ...options,
+    onSuccess: (...onSuccessParameters) => {
+      if (options?.onSuccess) {
+        options.onSuccess(...onSuccessParameters);
+      }
+    },
+  });
+  return { ...response };
+};
+
+export const PythonCodeRunner = ({ code }: PythonCodeRunnerProps) => {
+  const i18n = useTranslation();
+  const {
+    mutateAsync: run,
+    data: runResult,
+    isPending,
+  } = usePythonRunnerRunMutation();
+  console.log('run result', runResult);
+  return (
+    <div className="mt-4">
+      <Button
+        className="h-8 min-w-[160px] cursor-pointer justify-start rounded-md border border-[#63676c] px-4 text-gray-50 hover:border-white hover:bg-transparent"
+        disabled={isPending}
+        isLoading={isPending}
+        onClick={() => {
+          run({ code });
+        }}
+        size={'sm'}
+        variant="outline"
+      >
+        {isPending ? null : (
+          <svg
+            className="mr-2 h-4 w-4"
+            fill="currentColor"
+            height="1em"
+            stroke="currentColor"
+            strokeWidth="0"
+            viewBox="0 0 512 512"
+            width="1em"
+          >
+            <path
+              d="M112 111v290c0 17.44 17 28.52 31 20.16l247.9-148.37c12.12-7.25 12.12-26.33 0-33.58L143 90.84c-14-8.36-31 2.72-31 20.16z"
+              fill="none"
+              strokeMiterlimit="10"
+              strokeWidth="32"
+            />
+          </svg>
+        )}
+        <span className="text-xs font-semibold text-gray-50">
+          {i18n.t('codeRunner.executeCode')}
+        </span>
+      </Button>
+      <AnimatePresence>
+        {!isPending && runResult && (
+          <motion.div
+            animate={{ opacity: 1, y: 0 }}
+            className="mt-2"
+            exit={{ opacity: 0, y: -10 }}
+            initial={{ opacity: 0, y: -10 }}
+            transition={{ duration: 0.3 }}
+          >
+            <OutputRender result={runResult} />
+          </motion.div>
+        )}
+      </AnimatePresence>
+    </div>
+  );
+};
diff --git a/libs/shinkai-ui/src/components/chat/python-code-runner/stderr-render.tsx b/libs/shinkai-ui/src/components/chat/python-code-runner/stderr-render.tsx
new file mode 100644
index 000000000..6d475b1ba
--- /dev/null
+++ b/libs/shinkai-ui/src/components/chat/python-code-runner/stderr-render.tsx
@@ -0,0 +1,38 @@
+import { useTranslation } from '@shinkai_network/shinkai-i18n';
+import { useState } from 'react';
+
+export const StderrRender = ({ stderr }: { stderr: string[] }) => {
+  const i18n = useTranslation();
+  const [isExpanded, setIsExpanded] = useState(false);
+
+  if (stderr.length === 0) {
+    return null;
+  }
+
+  return (
+    <div className="mt-4 rounded-md border border-red-200 bg-red-50 p-4">
+      <div className="mb-2 flex items-center justify-between">
+        <h3 className="font-semibold text-red-700">{i18n.t('codeRunner.stderr')}</h3>
+        <button
+          className="text-sm text-red-600 transition-colors duration-200 hover:text-red-800 focus:outline-none"
+          onClick={() => setIsExpanded(!isExpanded)}
+        >
+          {isExpanded ? 'Hide' : 'Show'} ({stderr.length})
+          <span className="ml-1">{isExpanded ? '▲' : '▼'}</span>
+        </button>
+      </div>
+      {isExpanded && (
+        <div className="mt-2 max-h-60 overflow-y-auto">
+          {stderr.map((error: string, index: number) => (
+            <div className="mb-2 text-red-600 last:mb-0" key={index}>
+              <span className="mr-2 rounded bg-red-100 px-1 py-0.5 font-mono">
+                {index + 1}
+              </span>
+              {error}
+            </div>
+          ))}
+        </div>
+      )}
+    </div>
+  );
+};
diff --git a/libs/shinkai-ui/src/components/chat/python-code-runner/stdout-render.tsx b/libs/shinkai-ui/src/components/chat/python-code-runner/stdout-render.tsx
new file mode 100644
index 000000000..ce66ac46b
--- /dev/null
+++ b/libs/shinkai-ui/src/components/chat/python-code-runner/stdout-render.tsx
@@ -0,0 +1,45 @@
+import { useTranslation } from '@shinkai_network/shinkai-i18n';
+import { useState } from 'react';
+
+export const StdoutRender = ({ stdout }: { stdout: string[] }) => {
+  const i18n = useTranslation();
+  const [isExpanded, setIsExpanded] = useState(false);
+
+  if (stdout.length === 0) {
+    return null;
+  }
+
+  return (
+    <div className="mt-4 rounded-md border border-gray-200 bg-gray-50">
+      <button
+        className="flex w-full items-center justify-between p-3 text-sm text-gray-700 transition-colors duration-200 hover:bg-gray-100 focus:outline-none"
+        onClick={() => setIsExpanded(!isExpanded)}
+      >
+        <span className="flex items-center">
+          <span
+            className={`mr-2 transition-transform duration-200 ${isExpanded ? 'rotate-90 transform' : ''}`}
+          >
+            ▶
+          </span>
+          {i18n.t('codeRunner.stdout')} ({stdout.length} line
+          {stdout.length !== 1 ? 's' : ''})
+        </span>
+        <span className="text-gray-500">{isExpanded ? 'Hide' : 'Show'}</span>
+      </button>
+      {isExpanded && (
+        <div className="border-t border-gray-200">
+          <pre className="max-h-60 overflow-y-auto whitespace-pre-wrap break-words p-4 text-sm text-gray-800">
+            {stdout.map((line, index) => (
+              <div className="mb-1 last:mb-0" key={index}>
+                <span className="mr-2 select-none text-gray-500">
+                  {index + 1}
+                </span>
+                {line}
+              </div>
+            ))}
+          </pre>
+        </div>
+      )}
+    </div>
+  );
+};
diff --git a/package-lock.json b/package-lock.json
index e31c5ba93..42957703b 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -1,12 +1,12 @@
 {
   "name": "@shinkai/source",
-  "version": "0.8.11",
+  "version": "0.8.12",
   "lockfileVersion": 3,
   "requires": true,
   "packages": {
     "": {
       "name": "@shinkai/source",
-      "version": "0.8.11",
+      "version": "0.8.12",
       "hasInstallScript": true,
       "license": "SEE LICENSE IN LICENSE",
       "dependencies": {
@@ -84,6 +84,7 @@
         "ollama": "^0.5.6",
         "posthog-js": "^1.136.7",
         "primereact": "^10.6.2",
+        "pyodide": "^0.26.2",
         "react": "18.3.1",
         "react-dom": "18.3.1",
         "react-dropzone": "^14.2.3",
@@ -93,6 +94,7 @@
         "react-i18next": "^14.1.2",
         "react-image-crop": "^11.0.5",
         "react-intersection-observer": "^9.10.2",
+        "react-plotly.js": "^2.6.0",
         "react-qrcode-logo": "^3.0.0",
         "react-resizable-panels": "^2.1.0",
         "react-router-dom": "^6.23.1",
@@ -151,6 +153,7 @@
         "@types/node": "20.12.13",
         "@types/react": "18.3.3",
         "@types/react-dom": "18.3.0",
+        "@types/react-plotly.js": "^2.6.3",
         "@types/uuid": "^9.0.8",
         "@typescript-eslint/eslint-plugin": "^7.3.0",
         "@typescript-eslint/parser": "^7.3.0",
@@ -2425,6 +2428,26 @@
       "integrity": "sha512-0hYQ8SB4Db5zvZB4axdMHGwEaQjkZzFjQiN9LVYvIFB2nSUHW9tYpxWriPrWDASIxiaXax83REcLxuSdnGPZtw==",
       "dev": true
     },
+    "node_modules/@choojs/findup": {
+      "version": "0.2.1",
+      "resolved": "https://registry.npmjs.org/@choojs/findup/-/findup-0.2.1.tgz",
+      "integrity": "sha512-YstAqNb0MCN8PjdLCDfRsBcGVRN41f3vgLvaI0IrIcBp4AqILRSS0DeWNGkicC+f/zRIPJLc+9RURVSepwvfBw==",
+      "license": "MIT",
+      "peer": true,
+      "dependencies": {
+        "commander": "^2.15.1"
+      },
+      "bin": {
+        "findup": "bin/findup.js"
+      }
+    },
+    "node_modules/@choojs/findup/node_modules/commander": {
+      "version": "2.20.3",
+      "resolved": "https://registry.npmjs.org/commander/-/commander-2.20.3.tgz",
+      "integrity": "sha512-GpVkmM8vF2vQUkj2LvZmD35JxeJOLCwJ9cUkugyk2nuhbv3+mJvpLYYt+0+USMxE+oj+ey/lJEnhZw75x/OMcQ==",
+      "license": "MIT",
+      "peer": true
+    },
     "node_modules/@colors/colors": {
       "version": "1.5.0",
       "resolved": "https://registry.npmjs.org/@colors/colors/-/colors-1.5.0.tgz",
@@ -3503,7 +3526,6 @@
       "version": "0.3.6",
       "resolved": "https://registry.npmjs.org/@jridgewell/source-map/-/source-map-0.3.6.tgz",
       "integrity": "sha512-1ZJTZebgqllO79ue2bm3rIGud/bOe0pP5BjSRCRxxYkEZS8STV7zN84UBbiYu7jy+eCKSnVIUgoWWE/tt+shMQ==",
-      "dev": true,
       "peer": true,
       "dependencies": {
         "@jridgewell/gen-mapping": "^0.3.5",
@@ -3576,19 +3598,6 @@
         "node": ">=18"
       }
     },
-    "node_modules/@langchain/textsplitters": {
-      "version": "0.0.3",
-      "resolved": "https://registry.npmjs.org/@langchain/textsplitters/-/textsplitters-0.0.3.tgz",
-      "integrity": "sha512-cXWgKE3sdWLSqAa8ykbCcUsUF1Kyr5J3HOWYGuobhPEycXW4WI++d5DhzdpL238mzoEXTi90VqfSCra37l5YqA==",
-      "dev": true,
-      "dependencies": {
-        "@langchain/core": ">0.2.0 <0.3.0",
-        "js-tiktoken": "^1.0.12"
-      },
-      "engines": {
-        "node": ">=18"
-      }
-    },
     "node_modules/@lobehub/cli-ui": {
       "version": "1.10.0",
       "resolved": "https://registry.npmjs.org/@lobehub/cli-ui/-/cli-ui-1.10.0.tgz",
@@ -3690,6 +3699,45 @@
         "react": ">=18"
       }
     },
+    "node_modules/@lobehub/i18n-cli/node_modules/@langchain/core": {
+      "version": "0.3.5",
+      "resolved": "https://registry.npmjs.org/@langchain/core/-/core-0.3.5.tgz",
+      "integrity": "sha512-Zr71YP9k30mShviYLcb7TKOYTbSyBu68xncfwVuU5bAVPXCYMJWLY+OQbOELnGuIDJ3oWTEH3TzQYYNUF8kEnw==",
+      "dev": true,
+      "license": "MIT",
+      "dependencies": {
+        "ansi-styles": "^5.0.0",
+        "camelcase": "6",
+        "decamelize": "1.2.0",
+        "js-tiktoken": "^1.0.12",
+        "langsmith": "^0.1.56",
+        "mustache": "^4.2.0",
+        "p-queue": "^6.6.2",
+        "p-retry": "4",
+        "uuid": "^10.0.0",
+        "zod": "^3.22.4",
+        "zod-to-json-schema": "^3.22.3"
+      },
+      "engines": {
+        "node": ">=18"
+      }
+    },
+    "node_modules/@lobehub/i18n-cli/node_modules/@langchain/textsplitters": {
+      "version": "0.1.0",
+      "resolved": "https://registry.npmjs.org/@langchain/textsplitters/-/textsplitters-0.1.0.tgz",
+      "integrity": "sha512-djI4uw9rlkAb5iMhtLED+xJebDdAG935AdP4eRTB02R7OB/act55Bj9wsskhZsvuyQRpO4O1wQOp85s6T6GWmw==",
+      "dev": true,
+      "license": "MIT",
+      "dependencies": {
+        "js-tiktoken": "^1.0.12"
+      },
+      "engines": {
+        "node": ">=18"
+      },
+      "peerDependencies": {
+        "@langchain/core": ">=0.2.21 <0.4.0"
+      }
+    },
     "node_modules/@lobehub/i18n-cli/node_modules/@types/mdast": {
       "version": "3.0.15",
       "resolved": "https://registry.npmjs.org/@types/mdast/-/mdast-3.0.15.tgz",
@@ -3699,6 +3747,19 @@
         "@types/unist": "^2"
       }
     },
+    "node_modules/@lobehub/i18n-cli/node_modules/ansi-styles": {
+      "version": "5.2.0",
+      "resolved": "https://registry.npmjs.org/ansi-styles/-/ansi-styles-5.2.0.tgz",
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@@ -31768,6 +34509,13 @@
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+    "node_modules/update-diff": {
+      "version": "1.1.0",
+      "resolved": "https://registry.npmjs.org/update-diff/-/update-diff-1.1.0.tgz",
+      "integrity": "sha512-rCiBPiHxZwT4+sBhEbChzpO5hYHjm91kScWgdHf4Qeafs6Ba7MBl+d9GlGv72bcTZQO0sLmtQS1pHSWoCLtN/A==",
+      "license": "MIT",
+      "peer": true
+    },
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       "resolved": "https://registry.npmjs.org/update-notifier/-/update-notifier-7.0.0.tgz",
@@ -31810,7 +34558,6 @@
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@@ -33113,6 +35860,18 @@
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       "license": "MIT"
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+    "node_modules/vt-pbf": {
+      "version": "3.1.3",
+      "resolved": "https://registry.npmjs.org/vt-pbf/-/vt-pbf-3.1.3.tgz",
+      "integrity": "sha512-2LzDFzt0mZKZ9IpVF2r69G9bXaP2Q2sArJCmcCgvfTdCCZzSyz4aCLoQyUilu37Ll56tCblIZrXFIjNUpGIlmA==",
+      "license": "MIT",
+      "peer": true,
+      "dependencies": {
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+        "@mapbox/vector-tile": "^1.3.1",
+        "pbf": "^3.2.1"
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       "resolved": "https://registry.npmjs.org/vue-tsc/-/vue-tsc-2.0.29.tgz",
@@ -33190,7 +35949,6 @@
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@@ -33209,6 +35967,13 @@
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+    "node_modules/weak-map": {
+      "version": "1.0.8",
+      "resolved": "https://registry.npmjs.org/weak-map/-/weak-map-1.0.8.tgz",
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+      "license": "Apache-2.0",
+      "peer": true
+    },
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       "resolved": "https://registry.npmjs.org/web-namespaces/-/web-namespaces-2.0.1.tgz",
@@ -33240,6 +36005,16 @@
         "tslib": "^2.6.2"
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+    "node_modules/webgl-context": {
+      "version": "2.2.0",
+      "resolved": "https://registry.npmjs.org/webgl-context/-/webgl-context-2.2.0.tgz",
+      "integrity": "sha512-q/fGIivtqTT7PEoF07axFIlHNk/XCPaYpq64btnepopSWvKNFkoORlQYgqDigBIuGA1ExnFd/GnSUnBNEPQY7Q==",
+      "license": "MIT",
+      "peer": true,
+      "dependencies": {
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+      }
+    },
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       "version": "7.0.0",
       "resolved": "https://registry.npmjs.org/webidl-conversions/-/webidl-conversions-7.0.0.tgz",
@@ -33253,7 +36028,6 @@
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@@ -33301,7 +36075,6 @@
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@@ -33311,7 +36084,6 @@
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@@ -33328,7 +36100,6 @@
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-      "dev": true,
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@@ -33338,14 +36109,12 @@
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     "node_modules/webpack/node_modules/eslint-scope": {
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       "resolved": "https://registry.npmjs.org/eslint-scope/-/eslint-scope-5.1.1.tgz",
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@@ -33359,7 +36128,6 @@
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-      "dev": true,
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@@ -33369,14 +36137,12 @@
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-      "dev": true,
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     "node_modules/webpack/node_modules/schema-utils": {
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-      "dev": true,
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       "dependencies": {
         "@types/json-schema": "^7.0.8",
@@ -33541,6 +36307,16 @@
         "node": ">=0.10.0"
       }
     },
+    "node_modules/world-calendars": {
+      "version": "1.0.3",
+      "resolved": "https://registry.npmjs.org/world-calendars/-/world-calendars-1.0.3.tgz",
+      "integrity": "sha512-sAjLZkBnsbHkHWVhrsCU5Sa/EVuf9QqgvrN8zyJ2L/F9FR9Oc6CvVK0674+PGAtmmmYQMH98tCUSO4QLQv3/TQ==",
+      "license": "MIT",
+      "peer": true,
+      "dependencies": {
+        "object-assign": "^4.1.0"
+      }
+    },
     "node_modules/wrap-ansi": {
       "version": "7.0.0",
       "resolved": "https://registry.npmjs.org/wrap-ansi/-/wrap-ansi-7.0.0.tgz",
@@ -33597,7 +36373,6 @@
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-      "dev": true,
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@@ -33641,6 +36416,16 @@
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       "dev": true
     },
+    "node_modules/xtend": {
+      "version": "4.0.2",
+      "resolved": "https://registry.npmjs.org/xtend/-/xtend-4.0.2.tgz",
+      "integrity": "sha512-LKYU1iAXJXUgAXn9URjiu+MWhyUXHsvfp7mcuYm9dSUKK0/CjtrUwFAxD82/mCWbtLsGjFIad0wIsod4zrTAEQ==",
+      "license": "MIT",
+      "peer": true,
+      "engines": {
+        "node": ">=0.4"
+      }
+    },
     "node_modules/y18n": {
       "version": "5.0.8",
       "resolved": "https://registry.npmjs.org/y18n/-/y18n-5.0.8.tgz",
diff --git a/package.json b/package.json
index e423a628d..b040282b8 100644
--- a/package.json
+++ b/package.json
@@ -1,6 +1,6 @@
 {
   "name": "@shinkai/source",
-  "version": "0.8.11",
+  "version": "0.8.12",
   "license": "SEE LICENSE IN LICENSE",
   "files": [
     "LICENSE"
@@ -83,6 +83,7 @@
     "ollama": "^0.5.6",
     "posthog-js": "^1.136.7",
     "primereact": "^10.6.2",
+    "pyodide": "^0.26.2",
     "react": "18.3.1",
     "react-dom": "18.3.1",
     "react-dropzone": "^14.2.3",
@@ -92,6 +93,7 @@
     "react-i18next": "^14.1.2",
     "react-image-crop": "^11.0.5",
     "react-intersection-observer": "^9.10.2",
+    "react-plotly.js": "^2.6.0",
     "react-qrcode-logo": "^3.0.0",
     "react-resizable-panels": "^2.1.0",
     "react-router-dom": "^6.23.1",
@@ -150,6 +152,7 @@
     "@types/node": "20.12.13",
     "@types/react": "18.3.3",
     "@types/react-dom": "18.3.0",
+    "@types/react-plotly.js": "^2.6.3",
     "@types/uuid": "^9.0.8",
     "@typescript-eslint/eslint-plugin": "^7.3.0",
     "@typescript-eslint/parser": "^7.3.0",
diff --git a/tsconfig.base.json b/tsconfig.base.json
index 85a5e7405..b210b66f3 100644
--- a/tsconfig.base.json
+++ b/tsconfig.base.json
@@ -12,7 +12,8 @@
     "module": "esnext",
     "lib": [
       "es2020",
-      "dom"
+      "dom",
+      "WebWorker"
     ],
     "skipLibCheck": true,
     "skipDefaultLibCheck": true,