Conductor-GUI / app.py
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Update app.py
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import gradio as gr
import requests
import json
import os
import time
import tempfile
import re
from configparser import ConfigParser
from typing import List, Dict, Any
MCP_SERVER_URL = "https://mcp-1st-birthday-project-conductor-core-mcp.hf.space/execute"
# HARDCODED PROVIDER MAPPING
PROVIDER_MODEL_MAPPING = {
"Google Gemini": [],
"Anthropic": [],
"OpenAI": [],
"Custom": []
}
def classify_model_by_provider(model_label: str) -> str:
"""Classify a model label into a provider category using keyword matching"""
label_lower = model_label.lower()
if 'gemini' in label_lower:
return "Google Gemini"
elif 'claude' in label_lower or 'anthropic' in label_lower:
return "Anthropic"
elif 'gpt' in label_lower or 'openai' in label_lower:
return "OpenAI"
else:
return "Custom"
def load_client_config():
config = {}
coder_models = {}
strategist_models = {}
if os.path.exists('config.ini'):
parser = ConfigParser()
parser.read('config.ini')
try:
if 'CODER_MODELS' in parser:
for label, entry in parser['CODER_MODELS'].items():
coder_models[label] = label
if 'STRATEGIST_MODELS' in parser:
for label, entry in parser['STRATEGIST_MODELS'].items():
strategist_models[label] = label
except Exception as e:
print(f"Config parsing warning: {e}")
# Read defaults from config.ini [API] section
if 'API' in parser:
config['coder_default'] = parser['API'].get('coder_model_default_label', '').strip()
config['strategist_default'] = parser['API'].get('strategist_model_default_label', '').strip()
else:
config['coder_default'] = ''
config['strategist_default'] = ''
else:
config['coder_default'] = ''
config['strategist_default'] = ''
# Build provider-grouped structure
coder_by_provider = {p: [] for p in PROVIDER_MODEL_MAPPING.keys()}
strategist_by_provider = {p: [] for p in PROVIDER_MODEL_MAPPING.keys()}
for label in coder_models.keys():
provider = classify_model_by_provider(label)
coder_by_provider[provider].append(label)
for label in strategist_models.keys():
provider = classify_model_by_provider(label)
strategist_by_provider[provider].append(label)
config['coder_by_provider'] = coder_by_provider
config['strategist_by_provider'] = strategist_by_provider
config['coder_models'] = list(coder_models.keys())
config['strategist_models'] = list(strategist_models.keys())
# Fallback to environment variables only if config.ini didn't provide values
if not config['coder_default']:
config['coder_default'] = os.getenv('CODER_MODEL_DEFAULT_LABEL', '')
if not config['strategist_default']:
config['strategist_default'] = os.getenv('STRATEGIST_MODEL_DEFAULT_LABEL', '')
return config
CLIENT_CONFIG = load_client_config()
def format_conversation_log(history: List[Dict[str, Any]]) -> str:
log_lines = []
for i, msg in enumerate(history):
role_label = msg.get('role', 'UNKNOWN').upper()
text_content = ""
if 'parts' in msg and isinstance(msg['parts'], list):
text_content = msg['parts'][0].get('text', '')
log_lines.append(f"{'='*80}")
log_lines.append(f"[{i}] {role_label}")
log_lines.append(f"{'='*80}")
log_lines.append(text_content)
log_lines.append("")
return "\n".join(log_lines)
def build_master_log(system_log_list, coder_log_list, strategist_log_list, audit_log_list, start_time, final_code_block=None):
"""Build master log with enhanced tool failure reporting"""
actor_styles = {
'SYSTEM': {'icon': '🔧', 'color': '#ef4444'},
'CODER': {'icon': '💻', 'color': '#3b82f6'},
'STRATEGIST': {'icon': '🎯', 'color': '#a855f7'},
'TOOL': {'icon': '🛠️', 'color': '#f97316'}
}
master_entries = []
seq_counter = 1
for entry in system_log_list:
elapsed = time.time() - start_time
minutes = int(elapsed // 60)
seconds = int(elapsed % 60)
milliseconds = int((elapsed % 1) * 1000)
timestamp = f"{minutes:02d}:{seconds:02d}:{milliseconds:03d}"
style = actor_styles['SYSTEM']
html_entry = f'<div style="margin-bottom: 8px; font-family: monospace;"><span style="color: {style["color"]}; font-weight: bold;">{style["icon"]} [SEQ-{seq_counter:02d}] [{timestamp}] SYSTEM:</span> {entry}</div>'
master_entries.append(html_entry)
seq_counter += 1
for msg in coder_log_list:
elapsed = time.time() - start_time
minutes = int(elapsed // 60)
seconds = int(elapsed % 60)
milliseconds = int((elapsed % 1) * 1000)
timestamp = f"{minutes:02d}:{seconds:02d}:{milliseconds:03d}"
role = msg.get('role', 'UNKNOWN').upper()
actor = f"CODER ({role})"
text_content = ""
if 'parts' in msg and isinstance(msg['parts'], list):
text_content = msg['parts'][0].get('text', '')
style = actor_styles['CODER']
html_entry = f'<div style="margin-bottom: 8px; font-family: monospace;"><span style="color: {style["color"]}; font-weight: bold;">{style["icon"]} [SEQ-{seq_counter:02d}] [{timestamp}] {actor}:</span> {text_content}</div>'
master_entries.append(html_entry)
seq_counter += 1
for msg in strategist_log_list:
elapsed = time.time() - start_time
minutes = int(elapsed // 60)
seconds = int(elapsed % 60)
milliseconds = int((elapsed % 1) * 1000)
timestamp = f"{minutes:02d}:{seconds:02d}:{milliseconds:03d}"
role = msg.get('role', 'UNKNOWN').upper()
actor = f"STRATEGIST ({role})"
text_content = ""
if 'parts' in msg and isinstance(msg['parts'], list):
text_content = msg['parts'][0].get('text', '')
style = actor_styles['STRATEGIST']
html_entry = f'<div style="margin-bottom: 8px; font-family: monospace;"><span style="color: {style["color"]}; font-weight: bold;">{style["icon"]} [SEQ-{seq_counter:02d}] [{timestamp}] {actor}:</span> {text_content}</div>'
master_entries.append(html_entry)
seq_counter += 1
# Enhanced tool failure logging
for diagnostic in audit_log_list:
elapsed = time.time() - start_time
minutes = int(elapsed // 60)
seconds = int(elapsed % 60)
milliseconds = int((elapsed % 1) * 1000)
timestamp = f"{minutes:02d}:{seconds:02d}:{milliseconds:03d}"
tool_name = diagnostic.get('tool_name', 'UNKNOWN')
status = diagnostic.get('status', 'UNKNOWN')
latency = diagnostic.get('latency', 'N/A')
transaction_id = diagnostic.get('transaction_id', 'N/A')
request_payload = diagnostic.get('request_payload', {})
response_payload = diagnostic.get('response_payload', None)
# Format based on status
if status == 'FAILURE':
request_str = json.dumps(request_payload, indent=2)
error_msg = diagnostic.get('error_message', 'Unknown error')
tool_entry = f"TOOL: {tool_name} | STATUS: FAILURE | ATTEMPTED PARAMS: {request_str}<br>ERROR: {error_msg}"
else:
request_str = json.dumps(request_payload, indent=2)
response_str = json.dumps(response_payload, indent=2) if response_payload else "None"
tool_entry = f"TOOL: {tool_name} | TRANSACTION: {transaction_id} | STATUS: {status} | LATENCY: {latency}s<br>[REQUEST]<br><pre>{request_str}</pre><br>[RESPONSE]<br><pre>{response_str}</pre>"
style = actor_styles['TOOL']
html_entry = f'<div style="margin-bottom: 8px; font-family: monospace;"><span style="color: {style["color"]}; font-weight: bold;">{style["icon"]} [SEQ-{seq_counter:02d}] [{timestamp}] TOOL:</span> {tool_entry}</div>'
master_entries.append(html_entry)
seq_counter += 1
# Append final code block if provided
if final_code_block:
code_html = f'''
<div style="margin-top: 20px; padding: 16px; background-color: #0d1117; border: 2px solid #10b981; border-radius: 8px;">
<h3 style="color: #10b981; margin-top: 0;">🎯 GENERATED CODE:</h3>
<pre style="background-color: #1e1e1e; padding: 12px; border-radius: 4px; overflow-x: auto; color: #e0e0e0;"><code>{final_code_block}</code></pre>
</div>
'''
master_entries.append(code_html)
if not master_entries:
return '<div style="font-family: monospace; color: #6b7280;">No log data captured.</div>'
html_output = f'''
<div style="background-color: #1e1e1e; padding: 16px; border-radius: 8px; max-height: 600px; overflow-y: auto; color: #e0e0e0;">
{"".join(master_entries)}
</div>
'''
return html_output
def execute_remote_workflow(blueprint, intent, coder_model_label, strategist_model_label, enable_audit):
"""Execute workflow with final_code and master_log tracking"""
mission_start_time = time.time()
final_code = None
payload = {
"blueprint": blueprint,
"intent": intent,
"coder_model_label": coder_model_label,
"strategist_model_label": strategist_model_label,
"enable_audit": enable_audit
}
try:
target_url = MCP_SERVER_URL.replace("/execute", "/execute_stream")
print(f"DEBUG: Connecting to streaming endpoint: {target_url}")
with requests.post(target_url, json=payload, stream=True, timeout=300) as response:
if response.status_code == 404:
yield f"ERROR 404: Streaming endpoint not found at {target_url}. Check server version.", "", "", "", None, None
return
response.raise_for_status()
for line in response.iter_lines():
if not line:
continue
decoded = line.decode('utf-8')
if not decoded.startswith('data: '):
continue
data_str = decoded[6:]
try:
data = json.loads(data_str)
except json.JSONDecodeError:
continue
if data.get("status") == "complete":
break
# Watch for final_code key
if "final_code" in data:
final_code = data["final_code"]
system_log_list = data.get("system_log", [])
coder_log_list = data.get("coder_log", [])
strategist_log_list = data.get("strategist_log", [])
audit_log_list = data.get("audit_log", [])
sys_log = "\n".join(system_log_list)
cod_log = format_conversation_log(coder_log_list)
strat_log = format_conversation_log(strategist_log_list)
master_log = build_master_log(system_log_list, coder_log_list,
strategist_log_list, audit_log_list,
mission_start_time, final_code)
# DIRECTIVE #3: Update both master_log_output AND master_log_state
yield sys_log, cod_log, strat_log, master_log, final_code, master_log
except requests.exceptions.RequestException as e:
error_detail = str(e)
if hasattr(e, 'response') and e.response is not None:
error_detail += f"\nServer Response: {e.response.text}"
error_msg = f"CONNECTION ERROR: Could not connect to MCP Server.\nDetails: {error_detail}"
yield error_msg, "", "", "", None, None
except Exception as e:
error_msg = f"CLIENT ERROR: {str(e)}"
yield error_msg, "", "", "", None, None
def create_interface():
DEMO_BLUEPRINT = """# Gradio Application Blueprint
Produce a pro level styled and tuned them GUI that has 1 button that when pressed displays a celebration announcement "Happy Birthday MCP!". USE specified colors or themes appropriate for the event. You must incorporate specific colors for design pieces and thematic layouts providing a fun and exciting announcement."""
DEMO_INTENT = """A simple test button with a clean look. That when pressed creates a simple happy birthday MCP response on the screen. The gui should be gradio and contain colors that are used in professional builds and match the Gradio, MCP or other color theme or as close as possible."""
# Use config defaults explicitly
coder_default = CLIENT_CONFIG['coder_default']
strategist_default = CLIENT_CONFIG['strategist_default']
# Determine initial provider for each agent
initial_coder_provider = "Google Gemini"
initial_strategist_provider = "Google Gemini"
if coder_default:
initial_coder_provider = classify_model_by_provider(coder_default)
if strategist_default:
initial_strategist_provider = classify_model_by_provider(strategist_default)
# Get initial model lists for providers
initial_coder_models = CLIENT_CONFIG['coder_by_provider'].get(initial_coder_provider, [])
initial_strategist_models = CLIENT_CONFIG['strategist_by_provider'].get(initial_strategist_provider, [])
# Ensure default value is set or fallback to first available
coder_initial_value = coder_default if coder_default and coder_default in initial_coder_models else (initial_coder_models[0] if initial_coder_models else None)
strategist_initial_value = strategist_default if strategist_default and strategist_default in initial_strategist_models else (initial_strategist_models[0] if initial_strategist_models else None)
def load_demo_data():
"""Switch Coder to gemini 2.5 pro when demo loaded"""
demo_coder_model = None
for model_label in CLIENT_CONFIG['coder_models']:
if '2.5' in model_label and 'pro' in model_label.lower():
demo_coder_model = model_label
break
if demo_coder_model:
return DEMO_BLUEPRINT, DEMO_INTENT, gr.update(value=demo_coder_model)
else:
return DEMO_BLUEPRINT, DEMO_INTENT, gr.update()
def start_execution_sequence():
return gr.update(visible=False), gr.update(visible=True), gr.update(visible=False)
# DIRECTIVE #3: Button visibility control in end sequence
def end_execution_sequence(sys_log, cod_log, strat_log, master_log, final_code, master_log_html):
# Buttons become visible only when final_code exists
button_visibility = final_code is not None and final_code.strip() != ""
return (
sys_log,
cod_log,
strat_log,
master_log,
final_code,
master_log_html,
gr.update(visible=False), # working_video
gr.update(visible=True), # celebrate_video
gr.update(visible=button_visibility) # download_buttons_row
)
def reset_to_default():
return gr.update(visible=True), gr.update(visible=False), gr.update(visible=False)
# Cascading selector update functions
def update_coder_models(provider):
models = CLIENT_CONFIG['coder_by_provider'].get(provider, [])
if not models:
return gr.update(choices=[], value=None)
return gr.update(choices=models, value=models[0])
def update_strategist_models(provider):
models = CLIENT_CONFIG['strategist_by_provider'].get(provider, [])
if not models:
return gr.update(choices=[], value=None)
return gr.update(choices=models, value=models[0])
# DIRECTIVE #1: NO LOGIC CHANGE - Existing download_code function preserved
def download_code(final_code_content):
"""Generate downloadable Python file from final code"""
if not final_code_content or final_code_content.strip() == "":
return None
# Create temporary file with timestamp
timestamp = time.strftime("%Y%m%d_%H%M%S")
filename = f"generated_code_{timestamp}.py"
# Write to temporary file and return filepath
temp_dir = tempfile.gettempdir()
filepath = os.path.join(temp_dir, filename)
with open(filepath, 'w', encoding='utf-8') as f:
f.write(final_code_content)
return filepath
# DIRECTIVE #2: NEW FUNCTION - Download master log
def download_master_log(master_log_html):
"""Generate downloadable text file from master log HTML"""
if not master_log_html or master_log_html.strip() == "":
return None
# Strip all HTML tags using regex
clean_text = re.sub(r'<[^>]+>', '', master_log_html)
# Decode HTML entities
clean_text = clean_text.replace('&lt;', '<').replace('&gt;', '>').replace('&amp;', '&')
# Clean up extra whitespace
clean_text = re.sub(r'\n\s*\n', '\n\n', clean_text)
clean_text = clean_text.strip()
# Create temporary file with timestamp
timestamp = time.strftime("%Y%m%d_%H%M%S")
filename = f"master_log_{timestamp}.txt"
# Write to temporary file and return filepath
temp_dir = tempfile.gettempdir()
filepath = os.path.join(temp_dir, filename)
with open(filepath, 'w', encoding='utf-8') as f:
f.write(clean_text)
return filepath
# RESET MISSION function
def reset_mission():
"""Total system reset: clear all fields and reset to defaults"""
coder_models_for_reset = CLIENT_CONFIG['coder_by_provider'].get(initial_coder_provider, [])
strategist_models_for_reset = CLIENT_CONFIG['strategist_by_provider'].get(initial_strategist_provider, [])
coder_reset_value = coder_initial_value
strategist_reset_value = strategist_initial_value
return (
"", # blueprint_input
"", # intent_input
"", # system_terminal
"", # coder_log
"", # strategist_log
'<div style="font-family: monospace; color: #6b7280;">*Mission reset complete. All systems cleared.*</div>', # master_log
gr.update(value=initial_coder_provider), # coder_provider
gr.update(choices=coder_models_for_reset, value=coder_reset_value), # coder_model
gr.update(value=initial_strategist_provider), # strategist_provider
gr.update(choices=strategist_models_for_reset, value=strategist_reset_value), # strategist_model
gr.update(value=False), # audit_checkbox
None, # final_code_state
None, # master_log_state
gr.update(visible=False) # DIRECTIVE #3: Hide download buttons row on reset
)
with gr.Blocks(title="Project: Conductor V4.0 Client") as interface:
gr.Markdown("# Project: Conductor V4.0 (Client Mode)")
gr.Markdown(f"### The Command Center: Connected to MCP Server at `{MCP_SERVER_URL}`")
# DIRECTIVE #3: Hidden states for final code and master log
final_code_state = gr.State(value=None)
master_log_state = gr.State(value=None)
# PRIMARY INTERFACE ROW - Three Columns
with gr.Row():
# COLUMN 1 - CODER (Left Flank)
with gr.Column():
gr.Markdown("### Coder Agent")
coder_provider = gr.Dropdown(
choices=list(PROVIDER_MODEL_MAPPING.keys()),
value=initial_coder_provider,
label="Provider",
interactive=True
)
coder_model = gr.Dropdown(
choices=initial_coder_models,
value=coder_initial_value,
label="Model",
interactive=True
)
blueprint_input = gr.Textbox(
label="Architect's Blueprint",
placeholder="Enter detailed technical specifications...",
lines=12
)
# COLUMN 2 - MEDIA BOX (Center Stage)
with gr.Column():
gr.Markdown("### Media Box")
default_image = gr.Image(
value="ai_creative_tech .png",
show_label=False,
visible=True,
interactive=False,
type="filepath",
height=450
)
working_video = gr.Video(
value="ai_ct_working.mp4",
show_label=False,
visible=False,
autoplay=True,
loop=True,
height=450
)
celebrate_video = gr.Video(
value="ai_creative_tech_celebrate.mp4",
show_label=False,
visible=False,
autoplay=True,
loop=False,
height=450
)
# COLUMN 3 - STRATEGIST (Right Flank)
with gr.Column():
gr.Markdown("### Strategist Agent")
strategist_provider = gr.Dropdown(
choices=list(PROVIDER_MODEL_MAPPING.keys()),
value=initial_strategist_provider,
label="Provider",
interactive=True
)
strategist_model = gr.Dropdown(
choices=initial_strategist_models,
value=strategist_initial_value,
label="Model",
interactive=True
)
intent_input = gr.Textbox(
label="Architect's Intent",
placeholder="Enter project goals and context...",
lines=12
)
# ACTION ROW - Buttons
with gr.Row():
demo_btn = gr.Button("LOAD DEMO MODE", variant="secondary")
execute_btn = gr.Button("EXECUTE VIA MCP", variant="primary")
reset_btn = gr.Button("RESET MISSION", variant="secondary")
audit_checkbox = gr.Checkbox(label="AUDIT", value=False)
# LOG ROWS
with gr.Row():
system_terminal = gr.Textbox(label="SYSTEM LOG", interactive=False, lines=15, max_lines=15)
coder_log = gr.Textbox(label="CODER LOG", interactive=False, lines=15, max_lines=15)
strategist_log = gr.Textbox(label="STRATEGIST LOG", interactive=False, lines=15, max_lines=15)
with gr.Row():
master_log_output = gr.HTML(
value='<div style="font-family: monospace; color: #6b7280;">No mission log data available.</div>',
label="MASTER LOG WINDOW"
)
# DIRECTIVE #3: Two-button layout with clean, constrained width
with gr.Row(visible=False) as download_buttons_row:
with gr.Column():
download_code_btn = gr.DownloadButton(
label="DOWNLOAD GENERATED CODE",
variant="primary"
)
with gr.Column():
download_log_btn = gr.DownloadButton(
label="DOWNLOAD MASTER LOG",
variant="secondary"
)
# EVENT HANDLERS
# Cascading model selector logic
coder_provider.change(
fn=update_coder_models,
inputs=[coder_provider],
outputs=[coder_model]
)
strategist_provider.change(
fn=update_strategist_models,
inputs=[strategist_provider],
outputs=[strategist_model]
)
# Demo button
demo_btn.click(
fn=load_demo_data,
inputs=None,
outputs=[blueprint_input, intent_input, coder_model]
)
# Execute button
execute_btn.click(
fn=start_execution_sequence,
inputs=None,
outputs=[default_image, working_video, celebrate_video]
).then(
fn=execute_remote_workflow,
inputs=[blueprint_input, intent_input, coder_model, strategist_model, audit_checkbox],
outputs=[system_terminal, coder_log, strategist_log, master_log_output, final_code_state, master_log_state]
).then(
fn=end_execution_sequence,
inputs=[system_terminal, coder_log, strategist_log, master_log_output, final_code_state, master_log_state],
outputs=[system_terminal, coder_log, strategist_log, master_log_output, final_code_state, master_log_state, working_video, celebrate_video, download_buttons_row]
)
# DIRECTIVE #1 & #2: Download button handlers
download_code_btn.click(
fn=download_code,
inputs=[final_code_state],
outputs=[download_code_btn]
)
download_log_btn.click(
fn=download_master_log,
inputs=[master_log_state],
outputs=[download_log_btn]
)
# Celebrate video auto-reset
celebrate_video.stop(
fn=reset_to_default,
inputs=None,
outputs=[default_image, working_video, celebrate_video]
)
# RESET MISSION button with download buttons row visibility control
reset_btn.click(
fn=reset_mission,
inputs=[],
outputs=[
blueprint_input,
intent_input,
system_terminal,
coder_log,
strategist_log,
master_log_output,
coder_provider,
coder_model,
strategist_provider,
strategist_model,
audit_checkbox,
final_code_state,
master_log_state,
download_buttons_row
]
)
gr.Markdown("---")
gr.Markdown("**Note:** This client requires the Conductor MCP Server V4.0 with streaming support. Logs now update in real-time with color-coded visual differentiation. **AUDIT mode will loop code back to Strategist for review.**")
return interface
if __name__ == "__main__":
app = create_interface()
app.queue()
app.launch()