Spaces:
Build error
Build error
include MCP-specific configurations
Browse files- src/app.py +40 -16
src/app.py
CHANGED
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@@ -17,21 +17,31 @@ def process_speech(new_transcript, history):
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if not new_transcript:
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return history
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# Query symptom index for relevant codes
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response = symptom_index.as_query_engine().query(new_transcript)
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# Format response as structured JSON
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formatted_response = {
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"diagnoses": [str(response).split(":")[0]], # Extract ICD code
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"confidences": [0.8], # Add confidence scoring
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"follow_up": "Is the cough productive or dry?" # Add interactive questioning
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}
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# Append exchange to history
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history.append((new_transcript, json.dumps(formatted_response, indent=2)))
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return history
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# Build Gradio interface
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@@ -39,7 +49,20 @@ demo = gr.Blocks()
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with demo:
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gr.Markdown("# Symptom to ICD-10 Code Lookup (Audio Input)")
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chatbot = gr.Chatbot(label="Conversation")
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audio = gr.Audio(type="
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audio.stream(
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process_speech,
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@@ -52,5 +75,6 @@ if __name__ == "__main__":
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demo.launch(
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server_name="0.0.0.0",
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server_port=7860,
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mcp_server=True
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)
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if not new_transcript:
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return history
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try:
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# Build conversation context
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context = "\n".join([f"{role}: {msg}" for role, msg in history])
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# Query symptom index for relevant codes
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response = symptom_index.as_query_engine().query(new_transcript)
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# Format response as structured JSON
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formatted_response = {
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"diagnoses": [str(response).split(":")[0]], # Extract ICD code
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"confidences": [0.8], # Add confidence scoring
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"follow_up": "Is the cough productive or dry?" # Add interactive questioning
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}
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# Append exchange to history
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history.append((new_transcript, json.dumps(formatted_response, indent=2)))
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except Exception as e:
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# Handle errors gracefully for MCP clients
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error_response = {
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"error": str(e),
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"status": "error"
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}
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history.append((new_transcript, json.dumps(error_response, indent=2)))
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return history
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# Build Gradio interface
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with demo:
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gr.Markdown("# Symptom to ICD-10 Code Lookup (Audio Input)")
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chatbot = gr.Chatbot(label="Conversation")
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audio = gr.Audio(source="microphone", type="text", streaming=True)
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# Add MCP-specific metadata
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demo.config = {
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"mcp": {
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"title": "Medical Symptom to ICD-10 Code Assistant",
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"description": "Convert spoken medical symptoms to ICD-10 codes",
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"version": "1.0.0",
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"capabilities": {
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"speech_input": True,
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"streaming": True
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}
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}
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}
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audio.stream(
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process_speech,
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demo.launch(
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server_name="0.0.0.0",
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server_port=7860,
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mcp_server=True,
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mcp_polling_interval=1000 # 1 second polling interval
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)
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