Spaces:
Running
Running
Update app.py
Browse files
app.py
CHANGED
|
@@ -13,7 +13,6 @@ client = Groq(
|
|
| 13 |
)
|
| 14 |
|
| 15 |
def get_diagnosis(age, gender, symptoms, medical_history):
|
| 16 |
-
# IMPORTANT: This is a simplified example and should not be used for actual medical diagnosis
|
| 17 |
prompt = f"""
|
| 18 |
Given the following patient information, provide a preliminary analysis of potential cancer risks.
|
| 19 |
This is not a definitive diagnosis and should not replace professional medical advice.
|
|
@@ -59,27 +58,42 @@ def get_diagnosis(age, gender, symptoms, medical_history):
|
|
| 59 |
max_tokens=1500,
|
| 60 |
)
|
| 61 |
|
| 62 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 63 |
return response
|
| 64 |
except Exception as e:
|
| 65 |
-
return {"error": str(e)}
|
| 66 |
|
| 67 |
def format_output(response):
|
| 68 |
if "error" in response:
|
| 69 |
-
|
|
|
|
|
|
|
|
|
|
| 70 |
|
| 71 |
-
output = "
|
| 72 |
|
| 73 |
output += "Potential Cancer Types:\n"
|
| 74 |
-
for cancer in response
|
| 75 |
-
output += f"- {cancer
|
|
|
|
| 76 |
|
| 77 |
output += "Recommended Tests:\n"
|
| 78 |
-
for test in response
|
| 79 |
-
output += f"- {test
|
| 80 |
|
| 81 |
-
output += f"General Advice:\n{response
|
| 82 |
-
output += f"DISCLAIMER:\n{response
|
| 83 |
|
| 84 |
return output
|
| 85 |
|
|
|
|
| 13 |
)
|
| 14 |
|
| 15 |
def get_diagnosis(age, gender, symptoms, medical_history):
|
|
|
|
| 16 |
prompt = f"""
|
| 17 |
Given the following patient information, provide a preliminary analysis of potential cancer risks.
|
| 18 |
This is not a definitive diagnosis and should not replace professional medical advice.
|
|
|
|
| 58 |
max_tokens=1500,
|
| 59 |
)
|
| 60 |
|
| 61 |
+
response_content = chat_completion.choices[0].message.content
|
| 62 |
+
|
| 63 |
+
# Try to parse the JSON response
|
| 64 |
+
try:
|
| 65 |
+
response = json.loads(response_content)
|
| 66 |
+
except json.JSONDecodeError:
|
| 67 |
+
# If JSON parsing fails, return the raw text response
|
| 68 |
+
return {
|
| 69 |
+
"error": "Failed to parse API response as JSON. Raw response:",
|
| 70 |
+
"raw_response": response_content
|
| 71 |
+
}
|
| 72 |
+
|
| 73 |
return response
|
| 74 |
except Exception as e:
|
| 75 |
+
return {"error": f"An error occurred while communicating with the API: {str(e)}"}
|
| 76 |
|
| 77 |
def format_output(response):
|
| 78 |
if "error" in response:
|
| 79 |
+
if "raw_response" in response:
|
| 80 |
+
return f"Error: {response['error']}\n\nRaw API Response:\n{response['raw_response']}"
|
| 81 |
+
else:
|
| 82 |
+
return f"Error: {response['error']}"
|
| 83 |
|
| 84 |
+
output = "HealthScan AI: Personalized Cancer Risk Insights\n\n"
|
| 85 |
|
| 86 |
output += "Potential Cancer Types:\n"
|
| 87 |
+
for cancer in response.get("potential_cancer_types", []):
|
| 88 |
+
output += f"- {cancer.get('name', 'N/A')} (Risk Level: {cancer.get('risk_level', 'N/A')})\n"
|
| 89 |
+
output += f" {cancer.get('description', 'No description provided.')}\n\n"
|
| 90 |
|
| 91 |
output += "Recommended Tests:\n"
|
| 92 |
+
for test in response.get("recommended_tests", []):
|
| 93 |
+
output += f"- {test.get('name', 'N/A')}: {test.get('description', 'No description provided.')}\n\n"
|
| 94 |
|
| 95 |
+
output += f"General Advice:\n{response.get('general_advice', 'No general advice provided.')}\n\n"
|
| 96 |
+
output += f"DISCLAIMER:\n{response.get('disclaimer', 'No disclaimer provided. This tool is for educational purposes only and should not replace professional medical advice.')}"
|
| 97 |
|
| 98 |
return output
|
| 99 |
|