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import gradio as gr indwara_dict = { "Cancer": { "symptoms": ["umuriro", "kubabara umutwe", "gucika intege"], "treatment": "Kubagwa, chemotherapy, radiotherapy" }, "Diabetes": { "symptoms": ["inyota nyinshi", "gucika intege", "kugabanuka k'ibiro"], "treatment": "Insulin, imiti yo kugenzura isukari mu maraso" }, "Flu": { "symptoms": ["umuriro", "umutwe", "gukorora"], "treatment": "Kuruhuka, imiti yo kugabanya umuriro nka paracetamol" }, "COVID-19": { "symptoms": ["umuriro", "guhumeka nabi", "kuruha", "kubura impumuro"], "treatment": "Kuruhuka, gufata amazi menshi, imiti y’ibanze, kubonana na muganga" }, "Malaria": { "symptoms": ["umuriro", "gucika intege", "kubira ibyuya"], "treatment": "Artemisinin-based combination therapy (ACT)" }, "Tuberculosis": { "symptoms": ["inkorora ikomeye", "umuriro", "gucika intege"], "treatment": "Isoniazid, rifampicin, pyrazinamide, ethambutol" }, "Asthma": { "symptoms": ["guhumeka nabi", "kubura umwuka", "gukorora"], "treatment": "Inhalers (bronchodilators, corticosteroids)" }, "Hypertension": { "symptoms": ["umutwe", "gukorora umutwe", "kuribwa mu mutima"], "treatment": "Imiti igabanya umuvuduko w’amaraso nka ACE inhibitors, beta blockers" }, "Stroke": { "symptoms": ["kuribwa umutwe ukabije", "kubura ubushobozi bwo kugenda", "kudakora neza kw’uruhande rumwe rw’umubiri"], "treatment": "Muganga hakenewe kwihutirwa, imiti ishinzwe kugabanya amaraso, kuboneza umuvuduko" }, } def susuzuma_indwara(ibimenyetso): ibimenyetso = [i.strip().lower() for i in ibimenyetso.split(',')] indwara_ishoboka = [] for indwara, data in indwara_dict.items(): symptoms = data["symptoms"] treatment = data["treatment"] count = sum(symptom in ibimenyetso for symptom in symptoms) if count >= len(symptoms) / 2: indwara_ishoboka.append(f"{indwara} (ibimenyetso bihuye: {count} / {len(symptoms)})\nImiti: {treatment}") if indwara_ishoboka: return "Indwara ishoboka hamwe n'imiti:\n\n" + "\n\n".join(indwara_ishoboka) else: return "Ntibishoboka kumenya indwara ishingiye ku bimenyetso watanze. Nyamuneka saba muganga." with gr.Blocks(title="VIATEUR AI Kwamuganga") as iface: gr.Markdown("## 🏥 VIATEUR AI Kwamuganga\n### Saba ubufasha bwo gusuzuma indwara ukurikije ibimenyetso byawe") gr.Image( value="https://media.giphy.com/media/L05HgB2h6qICDs5Sms/giphy.gif", # Animation nziza usabye label="Uragana kwa Muganga", ) textbox = gr.Textbox( lines=3, placeholder="Andika ibimenyetso byawe (urugero: umuriro, umutwe, gukorora)", label="Ibimenyetso" ) output = gr.Textbox(label="Indwara Ishoboka n'Imiti", lines=10) submit_btn = gr.Button("Submit") submit_btn.click(fn=susuzuma_indwara, inputs=textbox, outputs=output) iface.launch()
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import gradio as gr | |
indwara_dict = { | |
"Cancer": { | |
"symptoms": ["umuriro", "kubabara umutwe", "gucika intege"], | |
"treatment": "Kubagwa, chemotherapy, radiotherapy" | |
}, | |
"Diabetes": { | |
"symptoms": ["inyota nyinshi", "gucika intege", "kugabanuka k'ibiro"], | |
"treatment": "Insulin, imiti yo kugenzura isukari mu maraso" | |
}, | |
"Flu": { | |
"symptoms": ["umuriro", "umutwe", "gukorora"], | |
"treatment": "Kuruhuka, imiti yo kugabanya umuriro nka paracetamol" | |
}, | |
"COVID-19": { | |
"symptoms": ["umuriro", "guhumeka nabi", "kuruha", "kubura impumuro"], | |
"treatment": "Kuruhuka, gufata amazi menshi, imiti y’ibanze, kubonana na muganga" | |
}, | |
"Malaria": { | |
"symptoms": ["umuriro", "gucika intege", "kubira ibyuya"], | |
"treatment": "Artemisinin-based combination therapy (ACT)" | |
}, | |
"Tuberculosis": { | |
"symptoms": ["inkorora ikomeye", "umuriro", "gucika intege"], | |
"treatment": "Isoniazid, rifampicin, pyrazinamide, ethambutol" | |
}, | |
"Asthma": { | |
"symptoms": ["guhumeka nabi", "kubura umwuka", "gukorora"], | |
"treatment": "Inhalers (bronchodilators, corticosteroids)" | |
}, | |
"Hypertension": { | |
"symptoms": ["umutwe", "gukorora umutwe", "kuribwa mu mutima"], | |
"treatment": "Imiti igabanya umuvuduko w’amaraso nka ACE inhibitors, beta blockers" | |
}, | |
"Stroke": { | |
"symptoms": ["kuribwa umutwe ukabije", "kubura ubushobozi bwo kugenda", "kudakora neza kw’uruhande rumwe rw’umubiri"], | |
"treatment": "Muganga hakenewe kwihutirwa, imiti ishinzwe kugabanya amaraso, kuboneza umuvuduko" | |
}, | |
} | |
def susuzuma_indwara(ibimenyetso): | |
ibimenyetso = [i.strip().lower() for i in ibimenyetso.split(',')] | |
indwara_ishoboka = [] | |
for indwara, data in indwara_dict.items(): | |
symptoms = data["symptoms"] | |
treatment = data["treatment"] | |
count = sum(symptom in ibimenyetso for symptom in symptoms) | |
if count >= len(symptoms) / 2: | |
indwara_ishoboka.append(f"{indwara} (ibimenyetso bihuye: {count} / {len(symptoms)})\nImiti: {treatment}") | |
if indwara_ishoboka: | |
return "Indwara ishoboka hamwe n'imiti:\n\n" + "\n\n".join(indwara_ishoboka) | |
else: | |
return "Ntibishoboka kumenya indwara ishingiye ku bimenyetso watanze. Nyamuneka saba muganga." | |
with gr.Blocks(title="VIATEUR AI Kwamuganga") as iface: | |
gr.Markdown("## 🏥 VIATEUR AI Kwamuganga\n### Saba ubufasha bwo gusuzuma indwara ukurikije ibimenyetso byawe") | |
gr.Image( | |
value="https://media.giphy.com/media/L05HgB2h6qICDs5Sms/giphy.gif", # Animation nziza usabye | |
label="Uragana kwa Muganga", | |
) | |
textbox = gr.Textbox( | |
lines=3, | |
placeholder="Andika ibimenyetso byawe (urugero: umuriro, umutwe, gukorora)", | |
label="Ibimenyetso" | |
) | |
output = gr.Textbox(label="Indwara Ishoboka n'Imiti", lines=10) | |
submit_btn = gr.Button("Submit") | |
submit_btn.click(fn=susuzuma_indwara, inputs=textbox, outputs=output) | |
iface.launch() | |