Spaces:
Running
Running
Update app.py
Browse files
app.py
CHANGED
@@ -1,8 +1,74 @@
|
|
1 |
-
import gradio as gr
|
2 |
-
|
3 |
-
|
4 |
-
|
5 |
-
|
6 |
-
|
7 |
-
|
8 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
import gradio as gr
|
2 |
+
import random
|
3 |
+
|
4 |
+
# Symptom-based diagnosis function
|
5 |
+
def diagnose(symptoms):
|
6 |
+
symptom_disease_mapping = {
|
7 |
+
"fever, cold, flu": "Possible conditions: Common Cold, Influenza.",
|
8 |
+
"cough, fever, difficulty breathing": "Possible conditions: COVID-19, Pneumonia.",
|
9 |
+
"headache, nausea, dizziness": "Possible conditions: Migraine, Dehydration.",
|
10 |
+
"stomach pain, nausea, vomiting": "Possible conditions: Food Poisoning, Gastritis."
|
11 |
+
}
|
12 |
+
|
13 |
+
return symptom_disease_mapping.get(symptoms.lower(), "Not enough data, please consult a doctor.")
|
14 |
+
|
15 |
+
# Gut health analysis function
|
16 |
+
def gut_health_analysis(diet):
|
17 |
+
if "junk" in diet.lower():
|
18 |
+
return "Unhealthy gut! Try probiotic-rich foods like yogurt, kimchi, or kefir."
|
19 |
+
elif "fruits" in diet.lower() or "vegetables" in diet.lower():
|
20 |
+
return "Healthy gut! Your microbiome is balanced."
|
21 |
+
else:
|
22 |
+
return "Gut health status unclear. Maintain a fiber-rich diet."
|
23 |
+
|
24 |
+
# Retina scan function (Mock output)
|
25 |
+
def retina_scan(image):
|
26 |
+
return f"Retina scan result: No abnormalities detected. (For real diagnosis, consult a specialist)"
|
27 |
+
|
28 |
+
# Simple chatbot function
|
29 |
+
def chatbot(query):
|
30 |
+
responses = {
|
31 |
+
"hello": "Hello! How can I assist you?",
|
32 |
+
"what is ai": "AI (Artificial Intelligence) is the simulation of human intelligence by machines.",
|
33 |
+
"how to stay healthy": "Eat balanced meals, exercise daily, stay hydrated, and get enough sleep."
|
34 |
+
}
|
35 |
+
return responses.get(query.lower(), "I'm not sure about that. Please consult a doctor.")
|
36 |
+
|
37 |
+
# Creating Gradio UI
|
38 |
+
with gr.Blocks(theme="soft") as demo:
|
39 |
+
gr.Markdown("# 🔬 Diagnosify-AI: Your AI-powered Health Assistant")
|
40 |
+
|
41 |
+
# Symptom-based diagnosis
|
42 |
+
with gr.Row():
|
43 |
+
symptoms_input = gr.Textbox(label="Enter symptoms (comma separated)")
|
44 |
+
symptoms_output = gr.Textbox(label="Diagnosis Result", interactive=False)
|
45 |
+
diagnose_button = gr.Button("Diagnose")
|
46 |
+
diagnose_button.click(diagnose, inputs=symptoms_input, outputs=symptoms_output)
|
47 |
+
|
48 |
+
# Gut health analysis
|
49 |
+
with gr.Row():
|
50 |
+
diet_input = gr.Textbox(label="Describe your diet")
|
51 |
+
gut_output = gr.Textbox(label="Gut Health Status", interactive=False)
|
52 |
+
gut_button = gr.Button("Analyze Gut Health")
|
53 |
+
gut_button.click(gut_health_analysis, inputs=diet_input, outputs=gut_output)
|
54 |
+
|
55 |
+
# Retina scan
|
56 |
+
with gr.Row():
|
57 |
+
retina_input = gr.Image(label="Upload Retina Image")
|
58 |
+
retina_output = gr.Textbox(label="Retina Scan Report", interactive=False)
|
59 |
+
retina_button = gr.Button("Analyze Retina Scan")
|
60 |
+
retina_button.click(retina_scan, inputs=retina_input, outputs=retina_output)
|
61 |
+
|
62 |
+
# Simple chatbot
|
63 |
+
with gr.Row():
|
64 |
+
chat_input = gr.Textbox(label="Ask me anything")
|
65 |
+
chat_output = gr.Textbox(label="Bot Response", interactive=False)
|
66 |
+
chat_button = gr.Button("Ask")
|
67 |
+
chat_button.click(chatbot, inputs=chat_input, outputs=chat_output)
|
68 |
+
|
69 |
+
gr.Markdown("🔗 **Diagnosify-AI** - AI-powered medical insights at your fingertips!")
|
70 |
+
|
71 |
+
# Launching the app
|
72 |
+
demo.launch()
|
73 |
+
|
74 |
+
|