Spaces:
Sleeping
Sleeping
Commit
·
7d58419
1
Parent(s):
2101408
Update: Change name, dark cyan sidebar, 3 examples, file upload, GPT-style prompt
Browse files- app.py +128 -15
- assets/styles.css +80 -25
app.py
CHANGED
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@@ -61,10 +61,99 @@ def analyze_provider_notes(provider_notes, api_url, progress=gr.Progress()):
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except Exception as e:
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return f"❌ **Unexpected Error**\n\n{str(e)}"
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def generate_empty_response():
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"""Generate empty response message"""
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return """
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-
### 💬 Welcome to ICD-10
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Please enter provider notes in the text box below and click **Send** to analyze.
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@@ -75,9 +164,10 @@ Please enter provider notes in the text box below and click **Send** to analyze.
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**How to use:**
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1. Select an example from the sidebar, or
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"""
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def format_complete_response(result):
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@@ -114,7 +204,7 @@ def format_complete_response(result):
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return output
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-
# ==================== Example Notes ====================
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EXAMPLES = {
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"Acute Bronchitis": """Patient presents with acute bronchitis. Cough for 5 days, productive with yellow sputum. Lung exam reveals diffuse wheezing. Prescribed azithromycin 500mg.""",
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@@ -122,10 +212,6 @@ EXAMPLES = {
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"Type 2 Diabetes": """Patient with type 2 diabetes mellitus, uncontrolled. HbA1c 9.2%. Discussed diet and medication compliance. Adjusted insulin dosing. Referred to diabetes educator.""",
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"Hypertension Follow-up": """Follow-up visit for hypertension. Blood pressure 145/92. Patient reports good medication compliance. Continue current antihypertensive regimen. Return in 3 months.""",
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"Annual Physical": """Annual physical examination for 45-year-old patient. Comprehensive metabolic panel ordered. Discussed preventive health measures. No acute concerns. Patient in good health.""",
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"Acute Pharyngitis": """Patient with sore throat for 3 days, fever 101.5°F. Physical exam shows erythematous pharynx with exudate. Rapid strep test positive. Prescribed amoxicillin 500mg TID for 10 days.""",
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}
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def load_example(example_name):
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@@ -146,7 +232,7 @@ def load_css():
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# ==================== Gradio Interface ====================
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with gr.Blocks(css=load_css(), theme=gr.themes.Soft(), title="ICD-10
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# Hidden state for API URL
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api_url_state = gr.State(value="https://Distopia22-icd-cpt-coding-api.hf.space")
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@@ -154,7 +240,7 @@ with gr.Blocks(css=load_css(), theme=gr.themes.Soft(), title="ICD-10 & CPT Codin
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# Header
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gr.HTML("""
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<div class="header-container">
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<h1>🏥 ICD-10
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<p>AI-Powered Medical Coding Analysis using Groq LLaMA 3.3 70B</p>
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</div>
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""")
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@@ -166,7 +252,7 @@ with gr.Blocks(css=load_css(), theme=gr.themes.Soft(), title="ICD-10 & CPT Codin
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with gr.Column(scale=1, min_width=280, elem_classes="sidebar"):
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gr.HTML('<div class="sidebar-title">📚 Example Cases</div>')
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# Example buttons
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example_buttons = {}
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for example_name in EXAMPLES.keys():
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btn = gr.Button(
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@@ -177,6 +263,25 @@ with gr.Blocks(css=load_css(), theme=gr.themes.Soft(), title="ICD-10 & CPT Codin
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gr.Markdown("---")
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# API Configuration
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with gr.Accordion("⚙️ API Configuration", open=False, elem_classes="api-config"):
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api_url_input = gr.Textbox(
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@@ -199,7 +304,7 @@ with gr.Blocks(css=load_css(), theme=gr.themes.Soft(), title="ICD-10 & CPT Codin
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label=""
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)
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# Input Area (Prompt Box)
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with gr.Group(elem_classes="input-container"):
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with gr.Row():
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provider_notes_input = gr.Textbox(
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@@ -207,7 +312,8 @@ with gr.Blocks(css=load_css(), theme=gr.themes.Soft(), title="ICD-10 & CPT Codin
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placeholder="Enter clinical provider notes here...",
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lines=3,
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max_lines=5,
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-
show_label=False
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)
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with gr.Row():
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@@ -218,7 +324,7 @@ with gr.Blocks(css=load_css(), theme=gr.themes.Soft(), title="ICD-10 & CPT Codin
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gr.HTML("""
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<div class="footer">
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<p>Powered by <strong>Groq LLaMA 3.3 70B</strong> | <strong>FastAPI</strong> | <strong>Gradio</strong></p>
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<p>© 2025
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</div>
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""")
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outputs=[provider_notes_input]
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)
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# Send button - Analyze notes
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send_btn.click(
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fn=analyze_provider_notes,
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except Exception as e:
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return f"❌ **Unexpected Error**\n\n{str(e)}"
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+
def upload_file_analysis(file, api_url, progress=gr.Progress()):
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"""Upload TXT file to backend API for analysis"""
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if file is None:
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return "⚠️ Please upload a TXT file first."
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progress(0, desc="Uploading file...")
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try:
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# Read file content
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file_content = file.read()
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progress(0.3, desc="Sending file to API...")
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# Prepare multipart form data
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files = {
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'file': (file.name, file_content, 'text/plain')
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}
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response = requests.post(
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f"{api_url}/api/v1/upload-file",
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files=files,
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timeout=60
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)
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progress(0.6, desc="Processing file...")
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response.raise_for_status()
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result = response.json()
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progress(0.9, desc="Formatting results...")
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# Format file upload response
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formatted_response = format_file_upload_response(result)
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progress(1.0, desc="Complete!")
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return formatted_response
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except requests.exceptions.Timeout:
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return "❌ **Request Timeout**\n\nThe API is taking too long to process the file. Please try again."
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except requests.exceptions.HTTPError as e:
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return f"❌ **HTTP Error {e.response.status_code}**\n\n{e.response.text}"
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except requests.exceptions.RequestException as e:
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return f"❌ **Request Error**\n\n{str(e)}"
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except Exception as e:
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return f"❌ **Unexpected Error**\n\n{str(e)}"
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def format_file_upload_response(result):
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"""Format file upload response"""
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output = "---\n\n"
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# File info
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output += f"### 📁 File Information\n\n"
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output += f"**Filename:** {result.get('filename', 'N/A')}\n\n"
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output += f"**Text Length:** {result.get('extracted_text_length', 0)} characters\n\n"
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if result.get('pii_removed'):
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output += f"**PII Removed:** ✅ Yes ({result.get('pii_count', 0)} entities removed)\n\n"
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else:
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output += f"**PII Removed:** ❌ No\n\n"
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output += "---\n\n"
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# CPT Codes
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output += "### 💼 CPT Procedure Codes\n\n"
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cpt_codes = result.get("cpt_codes", [])
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if cpt_codes:
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for idx, code in enumerate(cpt_codes, 1):
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output += f"**{idx}.** `{code}`\n\n"
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output += f"\n**Explanation:** {result.get('cpt_explanation', 'N/A')}\n\n"
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else:
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output += "*No CPT codes identified*\n\n"
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output += "---\n\n"
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# ICD Codes
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output += "### 🏥 ICD-10 Diagnostic Codes\n\n"
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icd_codes = result.get("icd_codes", [])
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if icd_codes:
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for idx, code in enumerate(icd_codes, 1):
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output += f"**{idx}.** `{code}`\n\n"
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output += f"\n**Explanation:** {result.get('icd_explanation', 'N/A')}\n\n"
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else:
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output += "*No ICD-10 codes identified*\n\n"
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return output
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def generate_empty_response():
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"""Generate empty response message"""
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return """
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+
### 💬 Welcome to Medical Coding (ICD-10) Assistant
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Please enter provider notes in the text box below and click **Send** to analyze.
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**How to use:**
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1. Select an example from the sidebar, or
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2. Upload a TXT file with clinical notes, or
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3. Type your own clinical notes below
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4. Click the **Send** button
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5. Review the ICD-10 and CPT codes generated
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"""
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def format_complete_response(result):
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return output
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# ==================== Example Notes (Only 3) ====================
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EXAMPLES = {
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"Acute Bronchitis": """Patient presents with acute bronchitis. Cough for 5 days, productive with yellow sputum. Lung exam reveals diffuse wheezing. Prescribed azithromycin 500mg.""",
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"Type 2 Diabetes": """Patient with type 2 diabetes mellitus, uncontrolled. HbA1c 9.2%. Discussed diet and medication compliance. Adjusted insulin dosing. Referred to diabetes educator.""",
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"Hypertension Follow-up": """Follow-up visit for hypertension. Blood pressure 145/92. Patient reports good medication compliance. Continue current antihypertensive regimen. Return in 3 months.""",
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}
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def load_example(example_name):
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# ==================== Gradio Interface ====================
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with gr.Blocks(css=load_css(), theme=gr.themes.Soft(), title="Medical Coding (ICD-10) Assistant") as demo:
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# Hidden state for API URL
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api_url_state = gr.State(value="https://Distopia22-icd-cpt-coding-api.hf.space")
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# Header
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gr.HTML("""
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<div class="header-container">
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<h1>🏥 Medical Coding (ICD-10) Assistant</h1>
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<p>AI-Powered Medical Coding Analysis using Groq LLaMA 3.3 70B</p>
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</div>
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""")
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with gr.Column(scale=1, min_width=280, elem_classes="sidebar"):
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gr.HTML('<div class="sidebar-title">📚 Example Cases</div>')
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# Example buttons (Only 3)
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example_buttons = {}
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for example_name in EXAMPLES.keys():
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btn = gr.Button(
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gr.Markdown("---")
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# File Upload Section
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gr.HTML('<div class="sidebar-title">📤 Upload Document</div>')
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file_upload = gr.File(
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label="Upload TXT File",
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file_types=[".txt"],
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type="binary",
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elem_classes="file-upload"
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)
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upload_btn = gr.Button(
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"📁 Analyze Uploaded File",
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elem_classes="upload-btn"
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)
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gr.Markdown("*Only .txt files are supported*", elem_classes="upload-info")
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gr.Markdown("---")
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# API Configuration
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with gr.Accordion("⚙️ API Configuration", open=False, elem_classes="api-config"):
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api_url_input = gr.Textbox(
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label=""
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)
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# Input Area (Prompt Box) - GPT Style
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with gr.Group(elem_classes="input-container"):
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with gr.Row():
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provider_notes_input = gr.Textbox(
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placeholder="Enter clinical provider notes here...",
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lines=3,
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max_lines=5,
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show_label=False,
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elem_classes="prompt-input"
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)
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with gr.Row():
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gr.HTML("""
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<div class="footer">
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<p>Powered by <strong>Groq LLaMA 3.3 70B</strong> | <strong>FastAPI</strong> | <strong>Gradio</strong></p>
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<p>© 2025 Medical Coding Assistant - Secure & HIPAA Compliant</p>
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</div>
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""")
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outputs=[provider_notes_input]
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)
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# Upload button - Analyze uploaded file
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upload_btn.click(
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fn=upload_file_analysis,
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inputs=[file_upload, api_url_state],
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outputs=[output_area]
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)
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# Send button - Analyze notes
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send_btn.click(
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fn=analyze_provider_notes,
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assets/styles.css
CHANGED
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overflow: hidden;
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}
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/* ==================== Left Sidebar ==================== */
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.sidebar {
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background: #
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border-right: 2px solid #
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padding: 20px !important;
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width: 280px !important;
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min-width: 280px !important;
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height: 100% !important;
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overflow-y: auto !important;
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box-shadow: 2px 0 8px rgba(0, 0, 0, 0.
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}
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.sidebar-title {
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color: #
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font-size: 1.2rem !important;
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font-weight: 600 !important;
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margin-bottom: 15px !important;
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transition: all 0.3s ease !important;
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width: 100% !important;
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text-align: left !important;
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box-shadow: 0 2px 5px rgba(0,
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}
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.example-btn:hover {
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background: linear-gradient(135deg, #00ffcc 0%, #00d4aa 100%) !important;
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transform: translateX(5px) !important;
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box-shadow: 0 4px 12px rgba(0, 212, 170, 0.
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}
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/* ==================== Right Chat Area ==================== */
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@@ -129,34 +163,38 @@
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}
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.output-area p {
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-
color: #
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line-height: 1.6 !important;
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margin: 8px 0 !important;
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}
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-
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.input-container {
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background: white !important;
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-
border:
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border-radius: 12px !important;
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padding: 15px !important;
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-
box-shadow: 0
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}
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-
.input
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-
background:
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-
color: #
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-
border:
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border-radius: 8px !important;
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font-size: 0.95rem !important;
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| 152 |
padding: 12px !important;
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resize: none !important;
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}
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| 155 |
|
| 156 |
-
.input
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-
border
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outline: none !important;
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-
box-shadow:
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| 160 |
background: white !important;
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}
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@@ -184,7 +222,7 @@
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| 184 |
.clear-button {
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background: white !important;
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| 186 |
color: #718096 !important;
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| 187 |
-
border: 1px solid #
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| 188 |
border-radius: 8px !important;
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| 189 |
padding: 10px 28px !important;
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| 190 |
font-size: 0.95rem !important;
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@@ -203,15 +241,15 @@
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| 203 |
|
| 204 |
/* ==================== API Configuration ==================== */
|
| 205 |
.api-config {
|
| 206 |
-
background:
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-
border: 1px solid
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border-radius: 8px !important;
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| 209 |
padding: 12px !important;
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| 210 |
margin-bottom: 12px !important;
|
| 211 |
}
|
| 212 |
|
| 213 |
.api-config input {
|
| 214 |
-
background:
|
| 215 |
color: #2d3748 !important;
|
| 216 |
border: 1px solid #e0e7ef !important;
|
| 217 |
border-radius: 6px !important;
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@@ -225,6 +263,10 @@
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| 225 |
box-shadow: 0 0 0 3px rgba(0, 212, 170, 0.1) !important;
|
| 226 |
}
|
| 227 |
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| 228 |
.check-api-button {
|
| 229 |
background: linear-gradient(135deg, #00a896 0%, #008577 100%) !important;
|
| 230 |
color: white !important;
|
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@@ -263,16 +305,29 @@
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|
| 263 |
background: #00a896;
|
| 264 |
}
|
| 265 |
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| 266 |
/* ==================== Accordion Styling ==================== */
|
| 267 |
.accordion {
|
| 268 |
-
background:
|
| 269 |
-
border: 1px solid
|
| 270 |
border-radius: 8px !important;
|
| 271 |
margin-bottom: 10px !important;
|
| 272 |
}
|
| 273 |
|
| 274 |
.accordion summary {
|
| 275 |
-
color: #
|
| 276 |
font-weight: 600 !important;
|
| 277 |
font-size: 0.9rem !important;
|
| 278 |
padding: 10px !important;
|
|
|
|
| 43 |
overflow: hidden;
|
| 44 |
}
|
| 45 |
|
| 46 |
+
/* ==================== Left Sidebar (Dark Cyan) ==================== */
|
| 47 |
.sidebar {
|
| 48 |
+
background: linear-gradient(180deg, #008b8b 0%, #006666 100%) !important;
|
| 49 |
+
border-right: 2px solid #005555 !important;
|
| 50 |
padding: 20px !important;
|
| 51 |
width: 280px !important;
|
| 52 |
min-width: 280px !important;
|
| 53 |
height: 100% !important;
|
| 54 |
overflow-y: auto !important;
|
| 55 |
+
box-shadow: 2px 0 8px rgba(0, 0, 0, 0.15) !important;
|
| 56 |
}
|
| 57 |
|
| 58 |
.sidebar-title {
|
| 59 |
+
color: #ffffff !important;
|
| 60 |
font-size: 1.2rem !important;
|
| 61 |
font-weight: 600 !important;
|
| 62 |
margin-bottom: 15px !important;
|
|
|
|
| 78 |
transition: all 0.3s ease !important;
|
| 79 |
width: 100% !important;
|
| 80 |
text-align: left !important;
|
| 81 |
+
box-shadow: 0 2px 5px rgba(0, 0, 0, 0.2) !important;
|
| 82 |
}
|
| 83 |
|
| 84 |
.example-btn:hover {
|
| 85 |
background: linear-gradient(135deg, #00ffcc 0%, #00d4aa 100%) !important;
|
| 86 |
transform: translateX(5px) !important;
|
| 87 |
+
box-shadow: 0 4px 12px rgba(0, 212, 170, 0.4) !important;
|
| 88 |
+
}
|
| 89 |
+
|
| 90 |
+
/* ==================== File Upload Section ==================== */
|
| 91 |
+
.file-upload {
|
| 92 |
+
margin: 10px 0 !important;
|
| 93 |
+
}
|
| 94 |
+
|
| 95 |
+
.upload-btn {
|
| 96 |
+
background: linear-gradient(135deg, #ff8c00 0%, #ff6b00 100%) !important;
|
| 97 |
+
color: white !important;
|
| 98 |
+
border: none !important;
|
| 99 |
+
border-radius: 10px !important;
|
| 100 |
+
padding: 12px 15px !important;
|
| 101 |
+
margin: 10px 0 !important;
|
| 102 |
+
font-weight: 500 !important;
|
| 103 |
+
font-size: 0.9rem !important;
|
| 104 |
+
cursor: pointer !important;
|
| 105 |
+
transition: all 0.3s ease !important;
|
| 106 |
+
width: 100% !important;
|
| 107 |
+
text-align: center !important;
|
| 108 |
+
box-shadow: 0 2px 5px rgba(255, 140, 0, 0.3) !important;
|
| 109 |
+
}
|
| 110 |
+
|
| 111 |
+
.upload-btn:hover {
|
| 112 |
+
background: linear-gradient(135deg, #ffa500 0%, #ff8c00 100%) !important;
|
| 113 |
+
transform: translateY(-2px) !important;
|
| 114 |
+
box-shadow: 0 4px 12px rgba(255, 140, 0, 0.4) !important;
|
| 115 |
+
}
|
| 116 |
+
|
| 117 |
+
.upload-info {
|
| 118 |
+
color: #e0f7f4 !important;
|
| 119 |
+
font-size: 0.75rem !important;
|
| 120 |
+
font-style: italic !important;
|
| 121 |
+
margin-top: 5px !important;
|
| 122 |
}
|
| 123 |
|
| 124 |
/* ==================== Right Chat Area ==================== */
|
|
|
|
| 163 |
}
|
| 164 |
|
| 165 |
.output-area p {
|
| 166 |
+
color: #000000 !important;
|
| 167 |
line-height: 1.6 !important;
|
| 168 |
margin: 8px 0 !important;
|
| 169 |
}
|
| 170 |
|
| 171 |
+
.output-area li {
|
| 172 |
+
color: #000000 !important;
|
| 173 |
+
}
|
| 174 |
+
|
| 175 |
+
/* ==================== Input Area (GPT-Style Prompt Box) ==================== */
|
| 176 |
.input-container {
|
| 177 |
background: white !important;
|
| 178 |
+
border: 1px solid #d1d5db !important;
|
| 179 |
border-radius: 12px !important;
|
| 180 |
padding: 15px !important;
|
| 181 |
+
box-shadow: 0 2px 8px rgba(0, 0, 0, 0.08) !important;
|
| 182 |
}
|
| 183 |
|
| 184 |
+
.prompt-input textarea {
|
| 185 |
+
background: white !important;
|
| 186 |
+
color: #000000 !important;
|
| 187 |
+
border: none !important;
|
| 188 |
border-radius: 8px !important;
|
| 189 |
font-size: 0.95rem !important;
|
| 190 |
padding: 12px !important;
|
| 191 |
resize: none !important;
|
| 192 |
}
|
| 193 |
|
| 194 |
+
.prompt-input textarea:focus {
|
| 195 |
+
border: none !important;
|
| 196 |
outline: none !important;
|
| 197 |
+
box-shadow: none !important;
|
| 198 |
background: white !important;
|
| 199 |
}
|
| 200 |
|
|
|
|
| 222 |
.clear-button {
|
| 223 |
background: white !important;
|
| 224 |
color: #718096 !important;
|
| 225 |
+
border: 1px solid #d1d5db !important;
|
| 226 |
border-radius: 8px !important;
|
| 227 |
padding: 10px 28px !important;
|
| 228 |
font-size: 0.95rem !important;
|
|
|
|
| 241 |
|
| 242 |
/* ==================== API Configuration ==================== */
|
| 243 |
.api-config {
|
| 244 |
+
background: rgba(255, 255, 255, 0.1) !important;
|
| 245 |
+
border: 1px solid rgba(255, 255, 255, 0.2) !important;
|
| 246 |
border-radius: 8px !important;
|
| 247 |
padding: 12px !important;
|
| 248 |
margin-bottom: 12px !important;
|
| 249 |
}
|
| 250 |
|
| 251 |
.api-config input {
|
| 252 |
+
background: rgba(255, 255, 255, 0.9) !important;
|
| 253 |
color: #2d3748 !important;
|
| 254 |
border: 1px solid #e0e7ef !important;
|
| 255 |
border-radius: 6px !important;
|
|
|
|
| 263 |
box-shadow: 0 0 0 3px rgba(0, 212, 170, 0.1) !important;
|
| 264 |
}
|
| 265 |
|
| 266 |
+
.api-config label {
|
| 267 |
+
color: #ffffff !important;
|
| 268 |
+
}
|
| 269 |
+
|
| 270 |
.check-api-button {
|
| 271 |
background: linear-gradient(135deg, #00a896 0%, #008577 100%) !important;
|
| 272 |
color: white !important;
|
|
|
|
| 305 |
background: #00a896;
|
| 306 |
}
|
| 307 |
|
| 308 |
+
/* Sidebar scrollbar */
|
| 309 |
+
.sidebar::-webkit-scrollbar-track {
|
| 310 |
+
background: rgba(0, 0, 0, 0.2);
|
| 311 |
+
}
|
| 312 |
+
|
| 313 |
+
.sidebar::-webkit-scrollbar-thumb {
|
| 314 |
+
background: rgba(255, 255, 255, 0.3);
|
| 315 |
+
}
|
| 316 |
+
|
| 317 |
+
.sidebar::-webkit-scrollbar-thumb:hover {
|
| 318 |
+
background: rgba(255, 255, 255, 0.5);
|
| 319 |
+
}
|
| 320 |
+
|
| 321 |
/* ==================== Accordion Styling ==================== */
|
| 322 |
.accordion {
|
| 323 |
+
background: rgba(255, 255, 255, 0.1) !important;
|
| 324 |
+
border: 1px solid rgba(255, 255, 255, 0.2) !important;
|
| 325 |
border-radius: 8px !important;
|
| 326 |
margin-bottom: 10px !important;
|
| 327 |
}
|
| 328 |
|
| 329 |
.accordion summary {
|
| 330 |
+
color: #ffffff !important;
|
| 331 |
font-weight: 600 !important;
|
| 332 |
font-size: 0.9rem !important;
|
| 333 |
padding: 10px !important;
|