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Update app.py
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app.py
CHANGED
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@@ -8,25 +8,55 @@ import gradio as gr
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def create_pyodide_interface():
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"""Create a Gradio interface that uses Pyodide for client-side Python execution"""
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#
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pyodide_html = """
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<div id="pyodide-container">
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<div id="pyodide-status"
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</div>
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</div>
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<script src="https://cdn.jsdelivr.net/pyodide/v0.24.1/full/pyodide.js"></script>
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<script>
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let pyodide = null;
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let
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async function initPyodide() {
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try {
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// Set up matplotlib backend for web
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pyodide.runPython(`
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@@ -39,35 +69,55 @@ def create_pyodide_interface():
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import base64
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def show_plot():
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# Override plt.show() to capture plots
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original_show = plt.show
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def custom_show(*args, **kwargs):
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return show_plot()
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plt.show = custom_show
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`);
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} catch (error) {
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}
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}
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async function executePyodideCode(code) {
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if (!pyodide) {
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return "Pyodide not
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}
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try {
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// Capture stdout
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pyodide.runPython(`
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import sys
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None
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`);
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} catch (e) {
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}
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// Display results
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// Display plot if generated
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if (plotData) {
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plotContainer.innerHTML = `<img src="data:image/png;base64,${plotData}" style="max-width: 100%; height: auto;" alt="Generated Plot">`;
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outputText.textContent += '\n\nπ Plot generated successfully!';
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} else {
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plotContainer.innerHTML = '';
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}
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return output + (plotData ? '\nπ Plot displayed
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} catch (error) {
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document.getElementById('output-text').textContent = 'Error: ' + error.toString();
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return 'Error: ' + error.toString();
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}
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}
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//
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// Make function globally available
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window.executePyodideCode = executePyodideCode;
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</script>
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"""
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return pyodide_html
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def python_executor_fallback(code):
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"""Fallback Python executor for server-side processing"""
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return "Pyodide is client-side only. Use the interface above to execute Python code in your browser."
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# Create the Gradio interface
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with gr.Blocks(title="LibreChat Pyodide Code Interpreter") as demo:
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gr.Markdown("# LibreChat Pyodide Code Interpreter")
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gr.Markdown("**Client-side Python execution** using Pyodide - Python runs directly in your browser!")
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# Pyodide interface
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pyodide_interface = gr.HTML(create_pyodide_interface())
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with gr.Row():
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with gr.Column():
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code_input = gr.Textbox(
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x = np.linspace(0, 10, 100)
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y = np.sin(x)
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plt.figure(figsize=(10, 6))
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plt.plot(x, y, 'b-', linewidth=2)
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plt.title('Sine Wave - Generated with Pyodide!')
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plt.xlabel('X values')
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plt.ylabel('Y values')
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plt.grid(True, alpha=0.3)
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plt.show()
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lines=15,
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label="Python Code (executes in your browser)"
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)
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execute_btn = gr.Button("Execute with Pyodide", variant="primary")
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with gr.Column():
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gr.Markdown("###
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status_display = gr.Textbox(
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label="Execution
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interactive=False,
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lines=3
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)
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# JavaScript execution
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execute_btn.click(
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fn=None,
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inputs=[code_input],
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outputs=[status_display],
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js="""
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@@ -189,57 +252,27 @@ print("Plot created with client-side Python!")""",
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if (window.executePyodideCode) {
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return window.executePyodideCode(code);
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} else {
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return "Pyodide not
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}
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}
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"""
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)
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df = pd.DataFrame(data)
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print("Sample DataFrame:")
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print(df)
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print(f"\\nAverage Score: {df['Score'].mean():.1f}")
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""", language="python", label="Data Analysis with Pandas")
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gr.Code("""
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# Visualization Example
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import matplotlib.pyplot as plt
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import numpy as np
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# Generate data
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categories = ['A', 'B', 'C', 'D', 'E']
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values = np.random.randint(10, 50, 5)
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# Create bar chart
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plt.figure(figsize=(10, 6))
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bars = plt.bar(categories, values, color=['red', 'blue', 'green', 'orange', 'purple'])
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plt.title('Random Bar Chart - Pyodide Demo')
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plt.xlabel('Categories')
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plt.ylabel('Values')
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# Add value labels on bars
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for bar, value in zip(bars, values):
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plt.text(bar.get_x() + bar.get_width()/2, bar.get_height() + 1,
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str(value), ha='center', va='bottom')
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plt.show()
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print(f"Generated chart with values: {values}")
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""", language="python", label="Matplotlib Visualization")
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if __name__ == "__main__":
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demo.launch(
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def create_pyodide_interface():
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"""Create a Gradio interface that uses Pyodide for client-side Python execution"""
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# Enhanced HTML/JS with better error handling and status updates
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pyodide_html = """
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<div id="pyodide-container" style="border: 1px solid #ddd; padding: 15px; border-radius: 5px; margin: 10px 0;">
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<div id="pyodide-status" style="font-weight: bold; padding: 10px; background: #f0f0f0; border-radius: 3px;">
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π Loading Pyodide... This may take 10-30 seconds on first load.
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</div>
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<div id="pyodide-output" style="display:none; margin-top: 10px;">
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<h4>Execution Results:</h4>
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<pre id="output-text" style="background: #f8f8f8; padding: 10px; border-radius: 3px; max-height: 300px; overflow-y: auto;"></pre>
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<div id="plot-container" style="text-align: center; margin-top: 10px;"></div>
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</div>
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</div>
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<script src="https://cdn.jsdelivr.net/pyodide/v0.24.1/full/pyodide.js"></script>
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<script>
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let pyodide = null;
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let pyodideReady = false;
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let initializationStarted = false;
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function updateStatus(message, color = 'black') {
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const statusDiv = document.getElementById('pyodide-status');
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statusDiv.innerHTML = message;
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statusDiv.style.color = color;
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console.log('Pyodide Status:', message);
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}
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async function initPyodide() {
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if (initializationStarted) return;
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initializationStarted = true;
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try {
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updateStatus('π Loading Pyodide core...', 'blue');
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// Load Pyodide with error handling
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pyodide = await loadPyodide({
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indexURL: "https://cdn.jsdelivr.net/pyodide/v0.24.1/full/"
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});
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updateStatus('π¦ Loading Python packages (numpy, matplotlib, pandas)...', 'blue');
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// Load packages one by one with progress
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await pyodide.loadPackage("numpy");
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updateStatus('π¦ numpy loaded, loading matplotlib...', 'blue');
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await pyodide.loadPackage("matplotlib");
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updateStatus('π¦ matplotlib loaded, loading pandas...', 'blue');
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await pyodide.loadPackage("pandas");
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updateStatus('βοΈ Setting up matplotlib backend...', 'blue');
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// Set up matplotlib backend for web
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pyodide.runPython(`
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import base64
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def show_plot():
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try:
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buffer = io.BytesIO()
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plt.savefig(buffer, format='png', bbox_inches='tight', dpi=100)
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buffer.seek(0)
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plot_data = buffer.getvalue()
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buffer.close()
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plt.close()
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return base64.b64encode(plot_data).decode()
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except Exception as e:
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return None
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# Override plt.show() to capture plots
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original_show = plt.show
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def custom_show(*args, **kwargs):
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return show_plot()
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plt.show = custom_show
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print("Pyodide Python environment ready!")
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`);
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pyodideReady = true;
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updateStatus('β
Pyodide ready! You can now execute Python code.', 'green');
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// Show a test message
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document.getElementById('pyodide-output').style.display = 'block';
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document.getElementById('output-text').textContent = 'Pyodide initialization complete! Ready to execute Python code.';
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} catch (error) {
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console.error('Pyodide initialization error:', error);
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updateStatus('β Failed to initialize Pyodide: ' + error.toString(), 'red');
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pyodideReady = false;
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}
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}
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async function executePyodideCode(code) {
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console.log('Execute called, pyodideReady:', pyodideReady);
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if (!pyodideReady) {
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updateStatus('β³ Pyodide is still initializing. Please wait...', 'orange');
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return "Pyodide is still loading. Please wait for the green 'ready' status above.";
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}
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if (!pyodide) {
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return "Error: Pyodide not available.";
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}
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try {
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updateStatus('βΆοΈ Executing Python code...', 'blue');
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// Capture stdout
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pyodide.runPython(`
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import sys
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None
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`);
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} catch (e) {
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console.log('No plot generated or plot error:', e);
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}
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// Display results
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// Display plot if generated
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if (plotData) {
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plotContainer.innerHTML = `<img src="data:image/png;base64,${plotData}" style="max-width: 100%; height: auto; border: 1px solid #ddd;" alt="Generated Plot">`;
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outputText.textContent += '\\n\\nπ Plot generated successfully!';
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updateStatus('β
Code executed with plot generated!', 'green');
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} else {
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plotContainer.innerHTML = '';
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updateStatus('β
Code executed successfully!', 'green');
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}
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return output + (plotData ? '\\nπ Plot displayed above' : '');
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} catch (error) {
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console.error('Execution error:', error);
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document.getElementById('output-text').textContent = 'Error: ' + error.toString();
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updateStatus('β Execution error: ' + error.toString(), 'red');
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return 'Error: ' + error.toString();
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}
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}
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// Auto-retry initialization if it fails
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async function safeInitPyodide() {
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try {
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await initPyodide();
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} catch (error) {
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console.error('Init failed, retrying in 3 seconds:', error);
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updateStatus('π Initialization failed, retrying in 3 seconds...', 'orange');
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setTimeout(safeInitPyodide, 3000);
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}
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}
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// Initialize when page loads
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if (document.readyState === 'loading') {
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document.addEventListener('DOMContentLoaded', safeInitPyodide);
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} else {
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safeInitPyodide();
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}
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// Make function globally available
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window.executePyodideCode = executePyodideCode;
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window.checkPyodideStatus = () => pyodideReady;
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</script>
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"""
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return pyodide_html
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# Create the Gradio interface
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with gr.Blocks(title="LibreChat Pyodide Code Interpreter") as demo:
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gr.Markdown("# LibreChat Pyodide Code Interpreter")
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gr.Markdown("**Client-side Python execution** using Pyodide - Python runs directly in your browser!")
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gr.Markdown("β³ **Please wait for Pyodide to fully initialize before executing code (watch the status above).**")
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# Pyodide interface
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pyodide_interface = gr.HTML(create_pyodide_interface())
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with gr.Row():
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with gr.Column():
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code_input = gr.Textbox(
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value="""# Simple test - try this first
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print("Hello from browser-based Python!")
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print("2 + 2 =", 2 + 2)
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# Then try this matplotlib example:
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# import matplotlib.pyplot as plt
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# import numpy as np
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# x = np.linspace(0, 10, 50)
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# plt.plot(x, np.sin(x))
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# plt.title('Sine Wave')
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# plt.show()""",
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lines=15,
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label="Python Code (executes in your browser)"
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)
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execute_btn = gr.Button("Execute with Pyodide", variant="primary")
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check_status_btn = gr.Button("Check Pyodide Status", variant="secondary")
|
| 236 |
|
| 237 |
with gr.Column():
|
| 238 |
+
gr.Markdown("### Execution Status")
|
| 239 |
status_display = gr.Textbox(
|
| 240 |
+
label="Last Execution Result",
|
| 241 |
interactive=False,
|
| 242 |
lines=3
|
| 243 |
)
|
| 244 |
|
| 245 |
# JavaScript execution
|
| 246 |
execute_btn.click(
|
| 247 |
+
fn=None,
|
| 248 |
inputs=[code_input],
|
| 249 |
outputs=[status_display],
|
| 250 |
js="""
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|
| 252 |
if (window.executePyodideCode) {
|
| 253 |
return window.executePyodideCode(code);
|
| 254 |
} else {
|
| 255 |
+
return "Pyodide functions not available. Check browser console for errors.";
|
| 256 |
}
|
| 257 |
}
|
| 258 |
"""
|
| 259 |
)
|
| 260 |
|
| 261 |
+
# Status check button
|
| 262 |
+
check_status_btn.click(
|
| 263 |
+
fn=None,
|
| 264 |
+
inputs=[],
|
| 265 |
+
outputs=[status_display],
|
| 266 |
+
js="""
|
| 267 |
+
function() {
|
| 268 |
+
if (window.checkPyodideStatus) {
|
| 269 |
+
return window.checkPyodideStatus() ? "β
Pyodide is ready!" : "β³ Pyodide is still loading...";
|
| 270 |
+
} else {
|
| 271 |
+
return "β Pyodide not available.";
|
| 272 |
+
}
|
| 273 |
+
}
|
| 274 |
+
"""
|
| 275 |
+
)
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|
| 276 |
|
| 277 |
if __name__ == "__main__":
|
| 278 |
demo.launch(
|