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Create app.py
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app.py
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| 1 |
+
import gradio as gr
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| 2 |
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import os
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| 3 |
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import time
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| 4 |
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import json
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| 5 |
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from datetime import datetime
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import random
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import string
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| 9 |
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def main():
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| 10 |
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with gr.Blocks(theme=gr.themes.Soft(primary_hue="orange")) as demo:
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# Header
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gr.Markdown("# AI Synthesis Manager")
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| 13 |
+
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| 14 |
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# ID-based process handling
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| 15 |
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with gr.Row():
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| 16 |
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with gr.Column(scale=2):
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| 17 |
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# New synthesis section
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| 18 |
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gr.Markdown("## Create New Synthesis")
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| 19 |
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query_input = gr.Textbox(
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| 20 |
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label="Enter Query:",
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| 21 |
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placeholder="What topic would you like to generate a synthesis for?",
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| 22 |
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lines=2
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| 23 |
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)
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| 24 |
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| 25 |
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with gr.Row():
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| 26 |
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create_button = gr.Button("Generate New Synthesis ID", variant="primary")
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| 27 |
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synthesis_id = gr.Textbox(label="Synthesis ID", placeholder="ID will appear here...")
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| 28 |
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with gr.Column(scale=2):
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| 30 |
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# Continue existing synthesis section
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| 31 |
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gr.Markdown("## Continue Existing Synthesis")
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| 32 |
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existing_id_input = gr.Textbox(
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| 33 |
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label="Enter Existing Synthesis ID:",
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| 34 |
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placeholder="Enter ID to continue from a previous session..."
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| 35 |
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)
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with gr.Row():
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load_button = gr.Button("Load Synthesis State")
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# Synthesis status display
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| 41 |
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with gr.Row(visible=False) as status_panel:
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| 42 |
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gr.Markdown("## Current Synthesis Status")
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| 43 |
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| 44 |
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with gr.Column():
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| 45 |
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status_query = gr.Textbox(label="Query")
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| 46 |
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status_id = gr.Textbox(label="Synthesis ID")
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| 47 |
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| 48 |
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with gr.Row():
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| 49 |
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status_created = gr.Textbox(label="Created", scale=1)
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| 50 |
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status_updated = gr.Textbox(label="Last Updated", scale=1)
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| 51 |
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| 52 |
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with gr.Row():
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| 53 |
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status_progress = gr.Slider(
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| 54 |
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minimum=0, maximum=8, step=1, value=3,
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| 55 |
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label="Progress (Steps Completed)"
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| 56 |
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)
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| 57 |
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status_cost = gr.Number(label="Cost So Far ($)", value=0.00)
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| 58 |
+
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| 59 |
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# Step Status Cards
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| 60 |
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steps_container = gr.Row(visible=False)
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| 61 |
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with steps_container:
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| 62 |
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gr.Markdown("## Pipeline Steps")
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| 63 |
+
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| 64 |
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with gr.Column():
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| 65 |
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# Step 1: Preoutline
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| 66 |
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with gr.Group():
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| 67 |
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gr.Markdown("### 1. Preoutline")
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| 68 |
+
step1_status = gr.Markdown("✅ **Completed**")
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| 69 |
+
with gr.Row():
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| 70 |
+
step1_view = gr.Button("View Results", size="sm")
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| 71 |
+
step1_download = gr.Button("Download", size="sm")
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| 72 |
+
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| 73 |
+
# Step 2: Themes Generator
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| 74 |
+
with gr.Group():
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| 75 |
+
gr.Markdown("### 2. Themes Generator")
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| 76 |
+
step2_status = gr.Markdown("✅ **Completed**")
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| 77 |
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with gr.Row():
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| 78 |
+
step2_view = gr.Button("View Results", size="sm")
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| 79 |
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step2_download = gr.Button("Download", size="sm")
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| 80 |
+
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| 81 |
+
# Step 3: Outline
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| 82 |
+
with gr.Group():
|
| 83 |
+
gr.Markdown("### 3. Outline")
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| 84 |
+
step3_status = gr.Markdown("❌ **Failed** (Connection timeout)")
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| 85 |
+
with gr.Row():
|
| 86 |
+
step3_retry = gr.Button("Retry Step", size="sm", variant="primary")
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| 87 |
+
step3_view = gr.Button("View Partial Results", size="sm")
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| 88 |
+
step3_download = gr.Button("Download Partial", size="sm")
|
| 89 |
+
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| 90 |
+
# Step 4: Research
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| 91 |
+
with gr.Group():
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| 92 |
+
gr.Markdown("### 4. Research")
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| 93 |
+
step4_status = gr.Markdown("⏳ **Waiting** (Depends on Outline)")
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| 94 |
+
with gr.Row():
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| 95 |
+
step4_force = gr.Button("Force Start", size="sm")
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| 96 |
+
|
| 97 |
+
with gr.Column():
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| 98 |
+
# Step 5: Thinking Ladder
|
| 99 |
+
with gr.Group():
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| 100 |
+
gr.Markdown("### 5. Thinking Ladder")
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| 101 |
+
step5_status = gr.Markdown("⏳ **Waiting** (Depends on Research)")
|
| 102 |
+
with gr.Row():
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| 103 |
+
step5_force = gr.Button("Force Start", size="sm")
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| 104 |
+
|
| 105 |
+
# Step 6: Enhanced Outline
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| 106 |
+
with gr.Group():
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| 107 |
+
gr.Markdown("### 6. Enhanced Outline")
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| 108 |
+
step6_status = gr.Markdown("⏳ **Waiting** (Depends on Thinking Ladder)")
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| 109 |
+
with gr.Row():
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| 110 |
+
step6_force = gr.Button("Force Start", size="sm")
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| 111 |
+
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| 112 |
+
# Step 7: Synthesis
|
| 113 |
+
with gr.Group():
|
| 114 |
+
gr.Markdown("### 7. Synthesis")
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| 115 |
+
step7_status = gr.Markdown("⏳ **Waiting** (Depends on Enhanced Outline)")
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| 116 |
+
with gr.Row():
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| 117 |
+
step7_force = gr.Button("Force Start", size="sm")
|
| 118 |
+
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| 119 |
+
# Step 8: Accountability
|
| 120 |
+
with gr.Group():
|
| 121 |
+
gr.Markdown("### 8. Accountability")
|
| 122 |
+
step8_status = gr.Markdown("⏳ **Waiting** (Depends on Synthesis)")
|
| 123 |
+
with gr.Row():
|
| 124 |
+
step8_force = gr.Button("Force Start", size="sm")
|
| 125 |
+
|
| 126 |
+
# Result Preview
|
| 127 |
+
with gr.Row(visible=False) as result_panel:
|
| 128 |
+
gr.Markdown("## Results Preview")
|
| 129 |
+
# Removed 'interactive=False' as it's not a valid parameter for gr.JSON
|
| 130 |
+
result_json = gr.JSON(label="Synthesis Results")
|
| 131 |
+
|
| 132 |
+
with gr.Row():
|
| 133 |
+
refresh_results = gr.Button("Refresh Results")
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| 134 |
+
download_final = gr.Button("Download Final Results")
|
| 135 |
+
|
| 136 |
+
# Log panel
|
| 137 |
+
with gr.Row(visible=False) as log_panel:
|
| 138 |
+
gr.Markdown("## Process Log")
|
| 139 |
+
log_output = gr.Textbox(
|
| 140 |
+
label="",
|
| 141 |
+
lines=8,
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| 142 |
+
max_lines=15,
|
| 143 |
+
placeholder="Process logs will appear here..."
|
| 144 |
+
)
|
| 145 |
+
|
| 146 |
+
# Mock function for generating a new synthesis ID
|
| 147 |
+
def generate_new_id(query):
|
| 148 |
+
if not query.strip():
|
| 149 |
+
return "Please enter a query first", gr.update(visible=False), gr.update(visible=False), gr.update(visible=False), ""
|
| 150 |
+
|
| 151 |
+
# Generate a random ID (in real implementation, this would be more robust)
|
| 152 |
+
synthesis_id = ''.join(random.choices(string.ascii_uppercase + string.digits, k=8))
|
| 153 |
+
|
| 154 |
+
# Update UI
|
| 155 |
+
timestamp = datetime.now().strftime("%Y-%m-%d %H:%M:%S")
|
| 156 |
+
return (
|
| 157 |
+
synthesis_id,
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| 158 |
+
gr.update(visible=True),
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| 159 |
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gr.update(visible=True),
|
| 160 |
+
gr.update(visible=True),
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| 161 |
+
f"[{timestamp}] Created new synthesis with ID: {synthesis_id}\n[{timestamp}] Starting preoutline generation for query: {query}...\n",
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| 162 |
+
query,
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| 163 |
+
synthesis_id,
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| 164 |
+
datetime.now().strftime("%Y-%m-%d %H:%M"),
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| 165 |
+
datetime.now().strftime("%Y-%m-%d %H:%M"),
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| 166 |
+
0.00
|
| 167 |
+
)
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| 168 |
+
|
| 169 |
+
# Mock function for loading existing synthesis
|
| 170 |
+
def load_existing(existing_id):
|
| 171 |
+
if not existing_id.strip():
|
| 172 |
+
return gr.update(visible=False), gr.update(visible=False), gr.update(visible=False), "Please enter a valid synthesis ID"
|
| 173 |
+
|
| 174 |
+
# In a real implementation, this would fetch data from AWS based on the ID
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| 175 |
+
# For demonstration, we'll use mock data
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| 176 |
+
|
| 177 |
+
# Update UI components
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| 178 |
+
timestamp = datetime.now().strftime("%Y-%m-%d %H:%M:%S")
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| 179 |
+
|
| 180 |
+
return (
|
| 181 |
+
gr.update(visible=True),
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| 182 |
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gr.update(visible=True),
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| 183 |
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gr.update(visible=True),
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| 184 |
+
f"[{timestamp}] Loaded synthesis with ID: {existing_id}\n[{timestamp}] Last step completed: Themes Generator\n[{timestamp}] Next step: Outline (previously failed)\n",
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| 185 |
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"Sustainability in urban planning",
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| 186 |
+
existing_id,
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| 187 |
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"2025-04-25 14:30",
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| 188 |
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"2025-04-25 14:45",
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| 189 |
+
2,
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| 190 |
+
0.85
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| 191 |
+
)
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| 192 |
+
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| 193 |
+
# Connect the handlers
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| 194 |
+
create_button.click(
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| 195 |
+
fn=generate_new_id,
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| 196 |
+
inputs=[query_input],
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| 197 |
+
outputs=[
|
| 198 |
+
synthesis_id,
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| 199 |
+
status_panel,
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| 200 |
+
steps_container,
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| 201 |
+
log_panel,
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| 202 |
+
log_output,
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| 203 |
+
status_query,
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| 204 |
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status_id,
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| 205 |
+
status_created,
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| 206 |
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status_updated,
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| 207 |
+
status_cost
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| 208 |
+
]
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| 209 |
+
)
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| 210 |
+
|
| 211 |
+
load_button.click(
|
| 212 |
+
fn=load_existing,
|
| 213 |
+
inputs=[existing_id_input],
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| 214 |
+
outputs=[
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| 215 |
+
status_panel,
|
| 216 |
+
steps_container,
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| 217 |
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log_panel,
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| 218 |
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log_output,
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| 219 |
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status_query,
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| 220 |
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status_id,
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| 221 |
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status_created,
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| 222 |
+
status_updated,
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| 223 |
+
status_progress,
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| 224 |
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status_cost
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| 225 |
+
]
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| 226 |
+
)
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| 227 |
+
|
| 228 |
+
# Mock function for step retry
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| 229 |
+
def retry_step(id):
|
| 230 |
+
timestamp = datetime.now().strftime("%Y-%m-%d %H:%M:%S")
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| 231 |
+
return (
|
| 232 |
+
"🟡 **In Progress**...",
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| 233 |
+
f"[{timestamp}] Retrying Outline step for synthesis ID: {id}\n[{timestamp}] Connecting to AWS...\n"
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| 234 |
+
)
|
| 235 |
+
|
| 236 |
+
# Connect retry button
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| 237 |
+
step3_retry.click(
|
| 238 |
+
fn=retry_step,
|
| 239 |
+
inputs=[status_id],
|
| 240 |
+
outputs=[step3_status, log_output]
|
| 241 |
+
)
|
| 242 |
+
|
| 243 |
+
# Mock function for force start
|
| 244 |
+
def force_start(step_name, id):
|
| 245 |
+
timestamp = datetime.now().strftime("%Y-%m-%d %H:%M:%S")
|
| 246 |
+
return (
|
| 247 |
+
"🟡 **Force Started**...",
|
| 248 |
+
f"[{timestamp}] Force starting {step_name} step for synthesis ID: {id}\n[{timestamp}] Warning: This step depends on previous incomplete steps\n"
|
| 249 |
+
)
|
| 250 |
+
|
| 251 |
+
# Connect force start buttons
|
| 252 |
+
step4_force.click(
|
| 253 |
+
fn=lambda id: force_start("Research", id),
|
| 254 |
+
inputs=[status_id],
|
| 255 |
+
outputs=[step4_status, log_output]
|
| 256 |
+
)
|
| 257 |
+
|
| 258 |
+
step5_force.click(
|
| 259 |
+
fn=lambda id: force_start("Thinking Ladder", id),
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| 260 |
+
inputs=[status_id],
|
| 261 |
+
outputs=[step5_status, log_output]
|
| 262 |
+
)
|
| 263 |
+
|
| 264 |
+
# Mock view results for steps
|
| 265 |
+
def view_step_results(step_name, id):
|
| 266 |
+
mock_results = {
|
| 267 |
+
"Preoutline": {
|
| 268 |
+
"main_points": ["Sustainable urban development", "Green infrastructure", "Smart city technologies"],
|
| 269 |
+
"key_concepts": ["Energy efficiency", "Waste management", "Public transportation"],
|
| 270 |
+
"potential_structure": "Introduction → Current challenges → Sustainable solutions → Case studies → Conclusion"
|
| 271 |
+
},
|
| 272 |
+
"Themes": {
|
| 273 |
+
"themes": ["Environmental Impact", "Economic Considerations", "Social Aspects", "Technological Integration"],
|
| 274 |
+
"query": "Sustainability in urban planning",
|
| 275 |
+
"focus_areas": ["Renewable energy in cities", "Waste reduction strategies", "Community involvement"]
|
| 276 |
+
}
|
| 277 |
+
}
|
| 278 |
+
|
| 279 |
+
if step_name in mock_results:
|
| 280 |
+
return gr.update(visible=True, value=mock_results[step_name])
|
| 281 |
+
return gr.update(visible=True, value={"message": f"No results available for {step_name} step"})
|
| 282 |
+
|
| 283 |
+
# Connect view buttons
|
| 284 |
+
step1_view.click(
|
| 285 |
+
fn=lambda: view_step_results("Preoutline", ""),
|
| 286 |
+
inputs=[],
|
| 287 |
+
outputs=[result_panel]
|
| 288 |
+
)
|
| 289 |
+
|
| 290 |
+
step2_view.click(
|
| 291 |
+
fn=lambda: view_step_results("Themes", ""),
|
| 292 |
+
inputs=[],
|
| 293 |
+
outputs=[result_panel]
|
| 294 |
+
)
|
| 295 |
+
|
| 296 |
+
return demo
|
| 297 |
+
|
| 298 |
+
if __name__ == "__main__":
|
| 299 |
+
demo = main()
|
| 300 |
+
demo.launch(debug=True)
|