dspy-example / gradio_interface.py
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#!/usr/bin/env python3
import gradio as gr
import asyncio
from director_bake_off import run_bake_off
import traceback
# Swedish-inspired color palette and styling
SWEDISH_CSS = """
/* Swedish Minimalist Design */
:root {
--primary-white: #FFFFFF;
--soft-gray: #F5F5F5;
--muted-blue: #4A90A4;
--warm-beige: #E8DCC6;
--charcoal: #2C2C2C;
--light-blue: #E8F4F8;
--accent-gold: #D4AF37;
--success-green: #7FB069;
--border-gray: #E0E0E0;
}
/* Global styling */
.gradio-container {
font-family: 'Inter', 'Segoe UI', Tahoma, Geneva, Verdana, sans-serif !important;
background: linear-gradient(135deg, var(--soft-gray) 0%, var(--primary-white) 100%) !important;
min-height: 100vh;
}
/* Header styling */
.main-header {
text-align: center;
padding: 2rem 0;
background: var(--primary-white);
border-bottom: 1px solid var(--border-gray);
margin-bottom: 2rem;
}
.main-title {
font-size: 2.5rem;
font-weight: 300;
color: var(--charcoal);
margin-bottom: 0.5rem;
letter-spacing: -0.02em;
}
.main-subtitle {
font-size: 1.1rem;
color: var(--muted-blue);
font-weight: 400;
margin-bottom: 0;
}
/* Input section styling */
.input-section {
background: var(--primary-white);
border-radius: 12px;
padding: 2rem;
box-shadow: 0 2px 20px rgba(0,0,0,0.05);
border: 1px solid var(--border-gray);
margin-bottom: 2rem;
}
.input-label {
font-size: 1rem;
font-weight: 500;
color: var(--charcoal);
margin-bottom: 0.5rem;
display: block;
}
/* Button styling */
.submit-btn {
background: linear-gradient(135deg, var(--muted-blue) 0%, #5BA0B5 100%) !important;
border: none !important;
border-radius: 8px !important;
padding: 12px 32px !important;
font-weight: 500 !important;
font-size: 1rem !important;
color: white !important;
transition: all 0.3s ease !important;
box-shadow: 0 4px 15px rgba(74, 144, 164, 0.3) !important;
}
.submit-btn:hover {
transform: translateY(-2px) !important;
box-shadow: 0 6px 25px rgba(74, 144, 164, 0.4) !important;
}
/* Results section */
.results-container {
background: var(--primary-white);
border-radius: 12px;
padding: 2rem;
box-shadow: 0 2px 20px rgba(0,0,0,0.05);
border: 1px solid var(--border-gray);
margin-top: 2rem;
}
.director-card {
background: var(--light-blue);
border-radius: 10px;
padding: 1.5rem;
margin-bottom: 1.5rem;
border-left: 4px solid var(--muted-blue);
transition: all 0.3s ease;
}
.director-card:hover {
transform: translateY(-2px);
box-shadow: 0 8px 25px rgba(0,0,0,0.1);
}
.rank-badge {
display: inline-block;
background: var(--accent-gold);
color: white;
padding: 4px 12px;
border-radius: 20px;
font-size: 0.85rem;
font-weight: 600;
margin-bottom: 0.5rem;
}
.rank-1 { background: var(--accent-gold); }
.rank-2 { background: #C0C0C0; }
.rank-3 { background: #CD7F32; }
.director-name {
font-size: 1.3rem;
font-weight: 600;
color: var(--charcoal);
margin-bottom: 1rem;
}
.prompt-text {
font-size: 1rem;
line-height: 1.6;
color: var(--charcoal);
background: var(--primary-white);
padding: 1rem;
border-radius: 8px;
border: 1px solid var(--border-gray);
margin-bottom: 1rem;
}
.additional-director {
background: var(--warm-beige);
border-radius: 10px;
padding: 1.5rem;
margin-bottom: 2rem;
border-left: 4px solid var(--success-green);
}
.explanation-section {
background: var(--soft-gray);
border-radius: 10px;
padding: 1.5rem;
margin-top: 2rem;
border-left: 4px solid var(--muted-blue);
}
.section-title {
font-size: 1.2rem;
font-weight: 600;
color: var(--charcoal);
margin-bottom: 1rem;
}
/* Loading animation */
.loading {
text-align: center;
padding: 2rem;
color: var(--muted-blue);
}
/* Responsive design */
@media (max-width: 768px) {
.main-title {
font-size: 2rem;
}
.input-section, .results-container {
padding: 1.5rem;
margin: 1rem;
}
.director-card {
padding: 1rem;
}
}
/* Custom textbox styling */
.gr-textbox {
border-radius: 8px !important;
border: 1px solid var(--border-gray) !important;
}
.gr-textbox:focus {
border-color: var(--muted-blue) !important;
box-shadow: 0 0 0 3px rgba(74, 144, 164, 0.1) !important;
}
"""
def format_results_html(result):
"""Format the results into beautiful HTML with Swedish design."""
if not result:
return "<div class='loading'>No results to display.</div>"
try:
# Header with additional director suggestion
html = f"""
<div class="results-container">
<div class="additional-director">
<div class="section-title">🎬 AI Suggested Director</div>
<div style="font-size: 1.1rem; color: var(--charcoal);">
<strong>{result.additional_director}</strong> - A perfect match for your vision!
</div>
</div>
"""
# Director ideas with rankings
html += '<div class="section-title">πŸ† Director Interpretations (Ranked)</div>'
# Sort director ideas by ranking
ranked_ideas = []
for i, idea in enumerate(result.director_ideas):
rank = result.director_ranks.director_rankings[i]
ranked_ideas.append((rank, idea.director_cut))
ranked_ideas.sort(key=lambda x: x[0]) # Sort by rank (1 is best)
for rank, director_cut in ranked_ideas:
rank_class = f"rank-{min(rank, 3)}" # Use rank-1, rank-2, rank-3 classes
html += f"""
<div class="director-card">
<div class="rank-badge {rank_class}">#{rank}</div>
<div class="director-name">{director_cut.director}</div>
<div class="prompt-text">{director_cut.assemble_prompt()}</div>
<details style="margin-top: 1rem;">
<summary style="cursor: pointer; font-weight: 500; color: var(--muted-blue);">
View Detailed Breakdown
</summary>
<div style="margin-top: 1rem; padding: 1rem; background: var(--soft-gray); border-radius: 6px;">
<div style="margin-bottom: 0.8rem;"><strong>Subject:</strong> {director_cut.subject_description}</div>
<div style="margin-bottom: 0.8rem;"><strong>Action:</strong> {director_cut.action_description}</div>
<div style="margin-bottom: 0.8rem;"><strong>Setting:</strong> {director_cut.setting_description}</div>
<div style="margin-bottom: 0.8rem;"><strong>Style:</strong> {director_cut.cinematic_style}</div>
<div style="margin-bottom: 0.8rem;"><strong>Shot & Framing:</strong> {director_cut.shot_and_framing}</div>
<div style="margin-bottom: 0.8rem;"><strong>Camera Movement:</strong> {director_cut.camera_movement}</div>
<div style="margin-bottom: 0.8rem;"><strong>Lighting & Color:</strong> {director_cut.lighting_and_color}</div>
</div>
</details>
</div>
"""
# Explanation section with HTML formatting from DSPy
html += f"""
<div class="explanation-section">
<div class="section-title">πŸ€” Judge's Reasoning</div>
<div style="line-height: 1.8; color: var(--charcoal); font-size: 1rem;">
{result.director_ranks.explanation}
</div>
</div>
</div>
"""
return html
except Exception as e:
return f"""
<div class="results-container">
<div style="color: #e74c3c; padding: 1rem; background: #fdf2f2; border-radius: 8px;">
<strong>Error formatting results:</strong> {str(e)}
</div>
</div>
"""
def run_director_bakeoff(video_idea, directors):
"""Run the director bake-off and return formatted results."""
if not video_idea or not video_idea.strip():
return "<div class='loading'>Please enter a video idea to get started!</div>"
try:
# Initial loading message with expectations
yield """
<div class='loading' style='background: var(--light-blue); padding: 2rem; border-radius: 12px; border-left: 4px solid var(--muted-blue);'>
<div style='font-size: 1.3rem; font-weight: 600; color: var(--charcoal); margin-bottom: 1rem;'>
🎬 Director Bake-Off in Progress...
</div>
<div style='font-size: 1rem; color: var(--muted-blue); margin-bottom: 1.5rem; line-height: 1.6;'>
Please be patient, this may take some minutes...<br>
We're consulting with legendary directors to bring your vision to life!<br>
<strong>This process typically takes 30-60 seconds.</strong><br>
✨
</div>
<div style='background: var(--primary-white); padding: 1rem; border-radius: 8px; border-left: 3px solid var(--accent-gold);'>
<div style='font-size: 0.9rem; color: var(--charcoal);'>
<strong>What's happening:</strong><br>
β€’ Finding the perfect additional director for your concept<br>
β€’ Generating unique interpretations from each director<br>
β€’ Ranking all concepts to find the best match<br>
</div>
</div>
</div>
"""
# Run the bake-off
result = run_bake_off(video_idea, directors)
# Format and return results
formatted_html = format_results_html(result)
yield formatted_html
except Exception as e:
error_html = f"""
<div class="results-container">
<div style="color: #e74c3c; padding: 1.5rem; background: #fdf2f2; border-radius: 8px; border-left: 4px solid #e74c3c;">
<div style="font-weight: 600; margin-bottom: 0.5rem;">Something went wrong!</div>
<div style="margin-bottom: 1rem;">{str(e)}</div>
<details>
<summary style="cursor: pointer; color: #c0392b;">View technical details</summary>
<pre style="margin-top: 1rem; font-size: 0.85rem; background: #f8f8f8; padding: 1rem; border-radius: 4px; overflow-x: auto;">
{traceback.format_exc()}
</pre>
</details>
</div>
</div>
"""
yield error_html
# Create the Gradio interface
def create_interface():
with gr.Blocks(css=SWEDISH_CSS, title="Director Bake-Off Studio") as interface:
# Header
gr.HTML("""
<div class="main-header">
<h1 class="main-title">Director Bake-Off Studio</h1>
<p class="main-subtitle">Let legendary directors compete to bring your vision to life</p>
</div>
""")
# How it Works section - moved to top
gr.HTML("""
<div style="background: var(--light-blue); padding: 1.5rem; border-radius: 10px; margin-bottom: 2rem; border-left: 4px solid var(--muted-blue);">
<h3 style="margin-top: 0; color: var(--charcoal);">How it works:</h3>
<ol style="color: var(--charcoal); line-height: 1.6;">
<li>Enter your video idea in the text area below</li>
<li>List your favorite directors (or use our defaults)</li>
<li>Our AI will suggest an additional director perfect for your vision</li>
<li>Watch as each director creates their unique interpretation</li>
<li>See them ranked by how well they match your concept!</li>
</ol>
</div>
""")
# Results section - will only show content when there are actual results
results_html = gr.HTML(
value="",
elem_classes=["results-display"],
visible=False
)
with gr.Row():
with gr.Column(scale=1):
# Input section
video_idea = gr.Textbox(
label="πŸŽ₯ Your Video Idea",
placeholder="Describe your video concept... (e.g., 'A futuristic cityscape with flying cars and neon lights')",
lines=4,
elem_classes=["input-field"]
)
directors = gr.Textbox(
label="🎬 Directors (comma-separated)",
placeholder="e.g., Quentin Tarantino, Alfred Hitchcock",
value="Quentin Tarantino, Alfred Hitchcock",
lines=2,
elem_classes=["input-field"]
)
submit_btn = gr.Button(
"πŸš€ Start the Bake-Off!",
elem_classes=["submit-btn"],
variant="primary"
)
# Set up the interaction - removed show_progress=True to eliminate progress bar
def handle_submit(video_idea, directors):
# Make results visible and update content
for result in run_director_bakeoff(video_idea, directors):
yield gr.update(value=result, visible=True)
submit_btn.click(
fn=handle_submit,
inputs=[video_idea, directors],
outputs=[results_html]
)
# Footer
gr.HTML("""
<div style="text-align: center; padding: 2rem; color: var(--muted-blue); font-size: 0.9rem;">
<p>Powered by DSPy and the creative genius of legendary directors 🎬</p>
</div>
""")
return interface
if __name__ == "__main__":
# Create and launch the interface
interface = create_interface()
interface.launch(
server_name="0.0.0.0",
server_port=7860,
share=False,
show_error=True,
debug=True
)