Commit ·
455f086
1
Parent(s): 54c68aa
fix: resolve merge conflicts and update UI
Browse files
app.py
CHANGED
|
@@ -70,20 +70,112 @@ def process_document(file):
|
|
| 70 |
logger.error(f"Error processing insurance claim: {str(e)}")
|
| 71 |
return f"Error processing claim: {str(e)}", None, None
|
| 72 |
|
| 73 |
-
#
|
| 74 |
-
|
| 75 |
-
|
| 76 |
-
|
| 77 |
-
|
| 78 |
-
|
| 79 |
-
|
| 80 |
-
|
| 81 |
-
|
| 82 |
-
|
| 83 |
-
|
| 84 |
-
|
| 85 |
-
|
| 86 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 87 |
|
| 88 |
if __name__ == "__main__":
|
| 89 |
iface.launch(server_name="0.0.0.0", server_port=7860)
|
|
|
|
| 70 |
logger.error(f"Error processing insurance claim: {str(e)}")
|
| 71 |
return f"Error processing claim: {str(e)}", None, None
|
| 72 |
|
| 73 |
+
# Custom CSS for better UI
|
| 74 |
+
custom_css = """
|
| 75 |
+
.gradio-container {
|
| 76 |
+
max-width: 900px !important;
|
| 77 |
+
margin: auto;
|
| 78 |
+
padding-top: 1.5rem;
|
| 79 |
+
padding-bottom: 1.5rem;
|
| 80 |
+
}
|
| 81 |
+
|
| 82 |
+
.main-div {
|
| 83 |
+
display: flex;
|
| 84 |
+
flex-direction: column;
|
| 85 |
+
gap: 20px;
|
| 86 |
+
}
|
| 87 |
+
|
| 88 |
+
.container {
|
| 89 |
+
border-radius: 10px;
|
| 90 |
+
background-color: #ffffff;
|
| 91 |
+
box-shadow: 0 4px 6px rgba(0, 0, 0, 0.1);
|
| 92 |
+
margin-bottom: 20px;
|
| 93 |
+
padding: 20px;
|
| 94 |
+
}
|
| 95 |
+
|
| 96 |
+
.output-div {
|
| 97 |
+
min-height: 100px;
|
| 98 |
+
margin-bottom: 10px;
|
| 99 |
+
}
|
| 100 |
+
|
| 101 |
+
h1 {
|
| 102 |
+
color: #2a4365;
|
| 103 |
+
text-align: center;
|
| 104 |
+
font-size: 2.5rem;
|
| 105 |
+
margin-bottom: 1rem;
|
| 106 |
+
font-weight: bold;
|
| 107 |
+
}
|
| 108 |
+
|
| 109 |
+
.description {
|
| 110 |
+
text-align: center;
|
| 111 |
+
color: #4a5568;
|
| 112 |
+
margin-bottom: 2rem;
|
| 113 |
+
}
|
| 114 |
+
|
| 115 |
+
.file-upload {
|
| 116 |
+
border: 2px dashed #cbd5e0;
|
| 117 |
+
border-radius: 8px;
|
| 118 |
+
padding: 20px;
|
| 119 |
+
text-align: center;
|
| 120 |
+
transition: all 0.3s ease;
|
| 121 |
+
}
|
| 122 |
+
|
| 123 |
+
.file-upload:hover {
|
| 124 |
+
border-color: #4299e1;
|
| 125 |
+
}
|
| 126 |
+
|
| 127 |
+
.output-label {
|
| 128 |
+
font-weight: bold;
|
| 129 |
+
color: #2d3748;
|
| 130 |
+
margin-bottom: 0.5rem;
|
| 131 |
+
}
|
| 132 |
+
|
| 133 |
+
.output-text {
|
| 134 |
+
background-color: #f7fafc;
|
| 135 |
+
border-radius: 6px;
|
| 136 |
+
padding: 12px;
|
| 137 |
+
}
|
| 138 |
+
"""
|
| 139 |
+
|
| 140 |
+
# Create Gradio interface with enhanced UI
|
| 141 |
+
with gr.Blocks(css=custom_css) as iface:
|
| 142 |
+
gr.HTML("<h1>🔍 Automated Insurance Claim Validation System</h1>")
|
| 143 |
+
gr.HTML("""
|
| 144 |
+
<div class="description">
|
| 145 |
+
Upload insurance claim documents (PDF or image) for automated validation and analysis.
|
| 146 |
+
Our AI system will process and validate your claims instantly.
|
| 147 |
+
</div>
|
| 148 |
+
""")
|
| 149 |
+
|
| 150 |
+
with gr.Row():
|
| 151 |
+
with gr.Column():
|
| 152 |
+
file_input = gr.File(
|
| 153 |
+
label="Upload Insurance Claim Document",
|
| 154 |
+
file_types=["pdf", "png", "jpg", "jpeg"],
|
| 155 |
+
elem_classes="file-upload"
|
| 156 |
+
)
|
| 157 |
+
|
| 158 |
+
with gr.Row():
|
| 159 |
+
with gr.Column():
|
| 160 |
+
text_output = gr.Textbox(
|
| 161 |
+
label="Extracted Claim Details",
|
| 162 |
+
elem_classes="output-div",
|
| 163 |
+
lines=5
|
| 164 |
+
)
|
| 165 |
+
validation_output = gr.Textbox(
|
| 166 |
+
label="Claim Validation Results",
|
| 167 |
+
elem_classes="output-div"
|
| 168 |
+
)
|
| 169 |
+
classification_output = gr.Textbox(
|
| 170 |
+
label="Document Classification",
|
| 171 |
+
elem_classes="output-div"
|
| 172 |
+
)
|
| 173 |
+
|
| 174 |
+
file_input.change(
|
| 175 |
+
fn=process_document,
|
| 176 |
+
inputs=[file_input],
|
| 177 |
+
outputs=[text_output, validation_output, classification_output]
|
| 178 |
+
)
|
| 179 |
|
| 180 |
if __name__ == "__main__":
|
| 181 |
iface.launch(server_name="0.0.0.0", server_port=7860)
|