import gradio as gr # Dictionary y'indwara 50 hamwe na symptoms na treatments 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" }, # Hano hari izindi 40 zumvikana (ngwino ngerageze) "Bronchitis": { "symptoms": ["inkorora", "kubabara mu gituza", "guhumeka nabi"], "treatment": "Kuruhuka, imiti y’inkorora, antibiotics niba ari bacterial" }, "Pneumonia": { "symptoms": ["inkorora ikomeye", "umuriro", "guhumeka nabi"], "treatment": "Antibiotics, kuruhuka, gufata amazi menshi" }, "Migraine": { "symptoms": ["kubabara umutwe ukabije", "kumva urusaku cyane", "guhumeka nabi"], "treatment": "Iminsi y’ikiruhuko, imiti yo kugabanya ububabare nka ibuprofen" }, "Depression": { "symptoms": ["guhangayika", "kubura ubushake bwo gukora", "kwiheba"], "treatment": "Psychotherapy, imiti nka antidepressants" }, "Anxiety": { "symptoms": ["guhangayika cyane", "umutima guhagarara vuba", "kubura ibitotsi"], "treatment": "Psychotherapy, imiti yo kugabanya guhangayika" }, "Arthritis": { "symptoms": ["ububabare mu ngingo", "kubura umuvuduko mu ngingo", "kugabanya imbaraga"], "treatment": "Anti-inflammatory drugs, physiotherapy" }, "Allergy": { "symptoms": ["kuribwa umutwe", "kuribwa mu mazuru", "guhumeka nabi"], "treatment": "Antihistamines, avoiding allergens" }, "Appendicitis": { "symptoms": ["kubabara mu nda y'ibumoso", "umuriro", "gucika intege"], "treatment": "Kubagwa" }, "Gastritis": { "symptoms": ["kubabara mu nda", "kuribwa umutima", "kuribwa mu gatuza"], "treatment": "Imiti yo kugabanya aside mu nda" }, "Hepatitis": { "symptoms": ["kunyeganyega", "kubabara mu gatuza", "guhinduka ibara ry'uruhu"], "treatment": "Kuruhuka, imiti yihariye" }, "Kidney Stones": { "symptoms": ["ububabare mu nda", "kuruka", "kugira umuriro"], "treatment": "Amazi menshi, kubagwa niba bikomeye" }, "Chickenpox": { "symptoms": ["ibisebe ku ruhu", "umuriro", "gucika intege"], "treatment": "Kuruhuka, imiti yo kugabanya ububabare" }, "Eczema": { "symptoms": ["kubabara uruhu", "gusohoka imyanda", "gucika intege"], "treatment": "Creams za corticosteroids, moisturizing" }, "Food Poisoning": { "symptoms": ["kuruka", "impiswi", "umuriro"], "treatment": "Amazi menshi, imiti yo kugabanya impiswi" }, "Sinusitis": { "symptoms": ["kubabara umutwe", "kubabara mu mazuru", "gukorora"], "treatment": "Antibiotics, kuruhuka" }, "Conjunctivitis": { "symptoms": ["ijisho rirabura", "kubabara ijisho", "gusohora amavuta"], "treatment": "Antibiotic eye drops" }, "Gout": { "symptoms": ["ububabare mu ngingo", "kubura ubushobozi bwo kugenda", "kubyimba"], "treatment": "Anti-inflammatory drugs" }, "Obesity": { "symptoms": ["kugabanuka kw’imbaraga", "ibiro byinshi", "kunanirwa guhumeka neza"], "treatment": "Imirire iboneye, imyitozo ngororamubiri" }, "Osteoporosis": { "symptoms": ["ububabare mu ngingo", "gucika intege", "kugira amagufa yoroshye"], "treatment": "Calcium supplements, vitamin D" }, "Psoriasis": { "symptoms": ["uruhu rucyeye", "gukorora", "imyanda ku ruhu"], "treatment": "Creams za corticosteroids" }, "Sleep Apnea": { "symptoms": ["kubura umwuka mu gihe cyo kuryama", "kuryama nabi", "kuribwa umutwe"], "treatment": "CPAP machine, kugabanya ibiro" }, "Ulcers": { "symptoms": ["kubabara mu nda", "kuribwa umutima", "kunanirwa kurya"], "treatment": "Imiti yo kugabanya aside, kurya neza" }, "Varicose Veins": { "symptoms": ["kubyimba mu maguru", "kuribwa amaguru", "kumva uburemere"], "treatment": "Compression stockings, exercise" }, "Alzheimer's Disease": { "symptoms": ["kubura ubushobozi bwo kwibuka", "guhinduka imyitwarire", "kugabanuka kw’ubushobozi bwo gutekereza"], "treatment": "Imiti ifasha ubwonko, psychotherapy" }, "Parkinson's Disease": { "symptoms": ["gucika intege", "gukorora", "kunanirwa kugenda neza"], "treatment": "Levodopa, physiotherapy" }, "Epilepsy": { "symptoms": ["guterura", "kubura ubushobozi bwo kugenzura umubiri", "kurwara umutwe ukabije"], "treatment": "Antiepileptic drugs" }, "HIV/AIDS": { "symptoms": ["gucika intege", "kubura ibiro", "umuriro udakira"], "treatment": "Antiretroviral therapy (ART)" }, "Cholera": { "symptoms": ["impiswi nyinshi", "kunyeganyega", "gucika intege"], "treatment": "Amazi y’ibanze, imiti yo kongera amazi mu mubiri" }, "Dengue": { "symptoms": ["umuriro ukabije", "kubabara amagufa", "kunanirwa"], "treatment": "Kuruhuka, imiti yo kugabanya ububabare" }, "Meningitis": { "symptoms": ["kubabara umutwe ukabije", "umuriro", "kubura ubushobozi bwo kwibuka"], "treatment": "Antibiotics, kuruhuka" }, "Polio": { "symptoms": ["kunanirwa kugenda", "gucika intege", "kubabara amaguru"], "treatment": "Kugororwa, imiti yunganira" }, "Rabies": { "symptoms": ["gukorora", "kubabara umutwe", "gucika intege"], "treatment": "Vaccine, kurwanya ubwandu" }, "Scabies": { "symptoms": ["kubabara uruhu", "gukorora", "imyanda ku ruhu"], "treatment": "Creams za permethrin" }, "Tuberculosis (TB)": { "symptoms": ["inkorora ikomeye", "umuriro", "gucika intege"], "treatment": "Isoniazid, rifampicin, pyrazinamide, ethambutol" }, "Typhoid": { "symptoms": ["umuriro", "kubabara mu nda", "kunanirwa"], "treatment": "Antibiotics" }, "Urinary Tract Infection": { "symptoms": ["kubabara igihe uciye mu nkari", "umuriro", "gucika intege"], "treatment": "Antibiotics" }, "Whooping Cough": { "symptoms": ["inkorora ikabije", "kubabara umutwe", "umuriro"], "treatment": "Antibiotics, kuruhuka" }, "Zika Virus": { "symptoms": ["umuriro", "kubabara amagufa", "gucika intege"], "treatment": "Kuruhuka, gufata amazi menshi" }, } 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(css=""" body {background-color: #e0f7e9;} .gradio-container {border-radius: 15px; box-shadow: 0 8px 16px rgba(0, 128, 0, 0.3);} h2, h3 {color: #2e7d32; font-family: 'Segoe UI', Tahoma, Geneva, Verdana, sans-serif;} .gr-button {background-color: #43a047; color: white; border-radius: 12px; font-weight: bold;} .gr-button:hover {background-color: #2e7d32;} """) as iface: gr.Markdown("## 🏥 VIATEUR AI Kwamuganga\n### Saba ubufasha bwo gusuzuma indwara ukurikije ibimenyetso byawe") gr.Image( value="https://media.giphy.com/media/xT0BKqhdlKCxCNsVTq/giphy.gif", 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=15) submit_btn = gr.Button("Ohereza") submit_btn.click(fn=susuzuma_indwara, inputs=textbox, outputs=output) iface.launch()

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", 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()

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()

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: # Title (ushobora no gukoresha gr.HTML niba ushaka styling yihariye) gr.Markdown("## 🏥 VIATEUR AI Kwamuganga\n### Saba ubufasha bwo gusuzuma indwara ukurikije ibimenyetso byawe", elem_id="title", interactive=False) # GIF animation y'umuntu uri kwa muganga gr.Image( value="https://media.giphy.com/media/26ufdipQqU2lhNA4g/giphy.gif", label="Uragana kwa Muganga", interactive=False, elem_id="animation" ) 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()

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" }, # Shyiramo izindi nk'uko wabishatse } 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: # GIF animation y'umuntu uri kwa muganga gr.Image( value="https://media.giphy.com/media/26ufdipQqU2lhNA4g/giphy.gif", # iyi ni sample GIF wumva ushyiraho indi niba ushaka label="Uragana kwa Muganga", interactive=False, elem_id="animation" ) 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()

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.Image( value="https://media.giphy.com/media/L05HgB2h6qICDs5Sms/giphy.gif", label="Uragana kwa Muganga", interactive=False, elem_id="animation" ) 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()

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.Image( value="https://media.giphy.com/media/L05HgB2h6qICDs5Sms/giphy.gif", label="Uragana kwa Muganga", interactive=False, elem_id="animation" ) 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()

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: # GIF nziza y'umuntu uri kwa muganga gr.Image( value="https://media.giphy.com/media/L05HgB2h6qICDs5Sms/giphy.gif", label="Uragana kwa Muganga", interactive=False, elem_id="animation" ) 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()

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" }, # Shyiramo izindi nk'uko wabishatse } 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: # GIF animation y'umuntu uri kwa muganga gr.Image( value="https://media.giphy.com/media/26ufdipQqU2lhNA4g/giphy.gif", # iyi ni sample GIF wumva ushyiraho indi niba ushaka label="Uragana kwa Muganga", interactive=False, elem_id="animation" ) 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()

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" }, # ...shyiramo izindi ukoresheje ubu buryo, aha ndi kuzigabanya kubera umwanya } 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: 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()

import gradio as gr indwara_dict = { "Cancer": ["umuriro", "kubabara umutwe", "gucika intege"], "Diabetes": ["inyota nyinshi", "gucika intege", "kugabanuka k'ibiro"], "Flu": ["umuriro", "umutwe", "gukorora"], "COVID-19": ["umuriro", "guhumeka nabi", "kuruha", "kubura impumuro"], "Malaria": ["umuriro", "gucika intege", "kubira ibyuya"], "Tuberculosis": ["inkorora ikomeye", "umuriro", "gucika intege"], "Asthma": ["guhumeka nabi", "kubura umwuka", "gukorora"], "Hypertension": ["umutwe", "gukorora umutwe", "kuribwa mu mutima"], "Stroke": ["kuribwa umutwe ukabije", "kubura ubushobozi bwo kugenda", "kudakora neza kw’uruhande rumwe rw’umubiri"], "Heart Attack": ["kubabara mu mutima", "guhumeka nabi", "kuribwa mu gituza"], "Pneumonia": ["gukorora", "guhumeka nabi", "umuriro"], "Diarrhea": ["kubyimba mu nda", "kuruka", "kubura amazi mu mubiri"], "Appendicitis": ["kubabara mu nda", "kuribwa cyane ku ruhande rw’iburyo rw’umubiri"], "Migraine": ["umutwe ukabije", "kubabara mu maso", "gukorora"], "Depression": ["agahinda gakabije", "kubura ubushake", "kuribwa umutima"], "Anxiety": ["umutima kwihuta", "guhumeka nabi", "agahinda"], "Arthritis": ["kubabara imitsi", "kugubwa n’umubyimba", "guhinduka kw’imitsi"], "Alzheimer’s disease": ["guta ubwenge", "kwibagirwa", "kudafata neza ibyo uvuga"], "Parkinson’s disease": ["guhindagurika kw’imikaya", "guhagarara nabi", "kubura kugenzura umubiri"], "Epilepsy": ["gukorora", "guturika umutwe", "kudakora neza kw’imikaya"], "Hepatitis": ["uruhu guhindura ibara", "umuriro", "kubabara mu nda"], "Chickenpox": ["ibisebe ku mubiri", "umuriro", "gukorora"], "Measles": ["ibisebe ku mubiri", "umuriro", "uburwayi bwo mu maso"], "Mumps": ["kubabara amabya", "umuriro", "gukorora"], "Rubella": ["umuriro", "ibisebe ku mubiri", "gukorora"], "Cholera": ["kubyimba mu nda", "kuruka", "kuribwa mu nda"], "Typhoid": ["umuriro ukabije", "kuribwa mu nda", "inkorora"], "Dengue": ["umuriro ukabije", "kubabara imitsi", "kubabara umutwe"], "Ebola": ["kuribwa mu nda", "umuriro", "guhagarara k'amaraso"], "Rabies": ["gukorora", "guhumeka nabi", "kubura ubushobozi bwo kugenda"], "Smallpox": ["ibisebe ku mubiri", "umuriro", "gukorora"], "HIV/AIDS": ["gucika intege", "kubura ibiro", "inkorora idakira"], "Gonorrhea": ["kuribwa igihe cyo kwihagarika", "kubabara mu nda", "inkorora"], "Syphilis": ["ibisebe ku mubiri", "umuriro", "gukorora"], "Chlamydia": ["inkorora", "kubabara mu nda", "umuriro"], "Herpes": ["ibisebe ku mubiri", "gukorora", "umuriro"], "Influenza": ["umuriro", "gukorora", "umutwe"], "Polio": ["kubura ubushobozi bwo kugenda", "gucika intege", "guhagarara kw’imikaya"], "Yellow Fever": ["umuriro", "kuribwa mu nda", "gukorora"], "Bronchitis": ["inkorora", "guhumeka nabi", "umuriro"], "Emphysema": ["guhumeka nabi", "gukorora", "gucika intege"], "Colitis": ["kuribwa mu nda", "kubyimba mu nda", "inkorora"], "Crohn’s Disease": ["kuribwa mu nda", "kubyimba mu nda", "kuribwa kw’umubiri"], "Ulcerative Colitis": ["kubyimba mu nda", "inkorora", "kuribwa mu nda"], "Irritable Bowel Syndrome": ["kuribwa mu nda", "guhinduka kw’imikorere y’inkorora", "kubyimba mu nda"], "Gastroenteritis": ["kuruka", "kubyimba mu nda", "inkorora"], "Diverticulitis": ["kuribwa mu nda", "kubyimba mu nda", "gukorora"], "Hernia": ["kubabara mu nda", "kubyimba mu nda", "kuribwa igihe uhagaze"], "Cirrhosis": ["kuribwa mu nda", "kubura ubushake bwo kurya", "kuribwa mu gifu"], "Hepatitis B": ["umuriro", "kuribwa mu nda", "ibibazo by’uruhu"], "Hepatitis C": ["umuriro", "kuribwa mu nda", "gucika intege"], "Leukemia": ["gucika intege", "kubura ibiro", "umuriro"], "Lymphoma": ["gucika intege", "kubura ibiro", "kubabara umutwe"], "Melanoma": ["ibisebe ku ruhu", "kubabara", "impinduka z’uruhu"], "Prostate Cancer": ["kubabara mu nda", "inkorora", "guhagarara k'inkari"], "Breast Cancer": ["kubabara mu mabere", "ibisebe ku mabere", "guhinduka ku mabere"], "Lung Cancer": ["gukorora", "guhumeka nabi", "kubabara mu gituza"], "Cervical Cancer": ["kubabara mu nda", "inkari zifite amaraso", "umuriro"], "Ovarian Cancer": ["kubabara mu nda", "kubura ubushake bwo kurya", "gucika intege"], "Pancreatic Cancer": ["kubabara mu nda", "gucika intege", "kubura ibiro"], "Kidney Cancer": ["kubabara mu nda", "inkari zifite amaraso", "gucika intege"], "Bladder Cancer": ["inkari zifite amaraso", "kubabara igihe uri kwihagarika", "gucika intege"], "Colon Cancer": ["kubabara mu nda", "inkorora", "kubura ibiro"], "Rectal Cancer": ["kubabara mu nda", "inkorora", "amaraso mu nkorora"], "Liver Cancer": ["kubabara mu nda", "kubura ibiro", "gucika intege"], "Esophageal Cancer": ["kubabara igihe urya", "kubura ubushake bwo kurya", "gucika intege"], "Stomach Cancer": ["kubabara mu nda", "kubura ubushake bwo kurya", "inkorora"], "Endometrial Cancer": ["kubabara mu nda", "inkorora", "amaraso mu nkorora"], "Testicular Cancer": ["kubabara ku gitsina", "kubura ubushake bwo gukora imibonano", "gucika intege"], "Thyroid Cancer": ["kubabara mu ijosi", "kubura ubushake bwo kurya", "gucika intege"], "Skin Cancer": ["ibisebe ku ruhu", "impinduka ku ruhu", "kubabara"], } def susuzuma_indwara(ibimenyetso): ibimenyetso = [i.strip().lower() for i in ibimenyetso.split(',')] indwara_ishoboka = [] for indwara, symptoms in indwara_dict.items(): count = sum(symptom in ibimenyetso for symptom in symptoms) if count >= len(symptoms) / 2: indwara_ishoboka.append(f"{indwara} (ibimenyetso bihuye: {count} / {len(symptoms)})") if indwara_ishoboka: return "Indwara ishoboka:\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: textbox = gr.Textbox( lines=3, placeholder="Andika ibimenyetso byawe KURI VIATER AI (urugero: umuriro, umutwe, gukorora)", label="Ibimenyetso" ) output = gr.Textbox(label="Indwara Ishoboka") submit_btn = gr.Button("Submit TO VIATEUR AI") submit_btn.click(fn=susuzuma_indwara, inputs=textbox, outputs=output) iface.launch()

import gradio as gr indwara_dict = { "Cancer": ["umuriro", "kubabara umutwe", "gucika intege"], "Diabetes": ["inyota nyinshi", "gucika intege", "kugabanuka k'ibiro"], "Flu": ["umuriro", "umutwe", "gukorora"], "COVID-19": ["umuriro", "guhumeka nabi", "kuruha", "kubura impumuro"], "Malaria": ["umuriro", "gucika intege", "kubira ibyuya"], "Tuberculosis": ["inkorora ikomeye", "umuriro", "gucika intege"], "Asthma": ["guhumeka nabi", "kubura umwuka", "gukorora"], "Hypertension": ["umutwe", "gukorora umutwe", "kuribwa mu mutima"], "Stroke": ["kuribwa umutwe ukabije", "kubura ubushobozi bwo kugenda", "kudakora neza kw’uruhande rumwe rw’umubiri"], "Heart Attack": ["kubabara mu mutima", "guhumeka nabi", "kuribwa mu gituza"], "Pneumonia": ["gukorora", "guhumeka nabi", "umuriro"], "Diarrhea": ["kubyimba mu nda", "kuruka", "kubura amazi mu mubiri"], "Appendicitis": ["kubabara mu nda", "kuribwa cyane ku ruhande rw’iburyo rw’umubiri"], "Migraine": ["umutwe ukabije", "kubabara mu maso", "gukorora"], "Depression": ["agahinda gakabije", "kubura ubushake", "kuribwa umutima"], "Anxiety": ["umutima kwihuta", "guhumeka nabi", "agahinda"], "Arthritis": ["kubabara imitsi", "kugubwa n’umubyimba", "guhinduka kw’imitsi"], "Alzheimer’s disease": ["guta ubwenge", "kwibagirwa", "kudafata neza ibyo uvuga"], "Parkinson’s disease": ["guhindagurika kw’imikaya", "guhagarara nabi", "kubura kugenzura umubiri"], "Epilepsy": ["gukorora", "guturika umutwe", "kudakora neza kw’imikaya"], "Hepatitis": ["uruhu guhindura ibara", "umuriro", "kubabara mu nda"], "Chickenpox": ["ibisebe ku mubiri", "umuriro", "gukorora"], "Measles": ["ibisebe ku mubiri", "umuriro", "uburwayi bwo mu maso"], "Mumps": ["kubabara amabya", "umuriro", "gukorora"], "Rubella": ["umuriro", "ibisebe ku mubiri", "gukorora"], "Cholera": ["kubyimba mu nda", "kuruka", "kuribwa mu nda"], "Typhoid": ["umuriro ukabije", "kuribwa mu nda", "inkorora"], "Dengue": ["umuriro ukabije", "kubabara imitsi", "kubabara umutwe"], "Ebola": ["kuribwa mu nda", "umuriro", "guhagarara k'amaraso"], "Rabies": ["gukorora", "guhumeka nabi", "kubura ubushobozi bwo kugenda"], "Smallpox": ["ibisebe ku mubiri", "umuriro", "gukorora"], "HIV/AIDS": ["gucika intege", "kubura ibiro", "inkorora idakira"], "Gonorrhea": ["kuribwa igihe cyo kwihagarika", "kubabara mu nda", "inkorora"], "Syphilis": ["ibisebe ku mubiri", "umuriro", "gukorora"], "Chlamydia": ["inkorora", "kubabara mu nda", "umuriro"], "Herpes": ["ibisebe ku mubiri", "gukorora", "umuriro"], "Influenza": ["umuriro", "gukorora", "umutwe"], "Polio": ["kubura ubushobozi bwo kugenda", "gucika intege", "guhagarara kw’imikaya"], "Yellow Fever": ["umuriro", "kuribwa mu nda", "gukorora"], "Bronchitis": ["inkorora", "guhumeka nabi", "umuriro"], "Emphysema": ["guhumeka nabi", "gukorora", "gucika intege"], "Colitis": ["kuribwa mu nda", "kubyimba mu nda", "inkorora"], "Crohn’s Disease": ["kuribwa mu nda", "kubyimba mu nda", "kuribwa kw’umubiri"], "Ulcerative Colitis": ["kubyimba mu nda", "inkorora", "kuribwa mu nda"], "Irritable Bowel Syndrome": ["kuribwa mu nda", "guhinduka kw’imikorere y’inkorora", "kubyimba mu nda"], "Gastroenteritis": ["kuruka", "kubyimba mu nda", "inkorora"], "Diverticulitis": ["kuribwa mu nda", "kubyimba mu nda", "gukorora"], "Hernia": ["kubabara mu nda", "kubyimba mu nda", "kuribwa igihe uhagaze"], "Cirrhosis": ["kuribwa mu nda", "kubura ubushake bwo kurya", "kuribwa mu gifu"], "Hepatitis B": ["umuriro", "kuribwa mu nda", "ibibazo by’uruhu"], "Hepatitis C": ["umuriro", "kuribwa mu nda", "gucika intege"], "Leukemia": ["gucika intege", "kubura ibiro", "umuriro"], "Lymphoma": ["gucika intege", "kubura ibiro", "kubabara umutwe"], "Melanoma": ["ibisebe ku ruhu", "kubabara", "impinduka z’uruhu"], "Prostate Cancer": ["kubabara mu nda", "inkorora", "guhagarara k'inkari"], "Breast Cancer": ["kubabara mu mabere", "ibisebe ku mabere", "guhinduka ku mabere"], "Lung Cancer": ["gukorora", "guhumeka nabi", "kubabara mu gituza"], "Cervical Cancer": ["kubabara mu nda", "inkari zifite amaraso", "umuriro"], "Ovarian Cancer": ["kubabara mu nda", "kubura ubushake bwo kurya", "gucika intege"], "Pancreatic Cancer": ["kubabara mu nda", "gucika intege", "kubura ibiro"], "Kidney Cancer": ["kubabara mu nda", "inkari zifite amaraso", "gucika intege"], "Bladder Cancer": ["inkari zifite amaraso", "kubabara igihe uri kwihagarika", "gucika intege"], "Colon Cancer": ["kubabara mu nda", "inkorora", "kubura ibiro"], "Rectal Cancer": ["kubabara mu nda", "inkorora", "amaraso mu nkorora"], "Liver Cancer": ["kubabara mu nda", "kubura ibiro", "gucika intege"], "Esophageal Cancer": ["kubabara igihe urya", "kubura ubushake bwo kurya", "gucika intege"], "Stomach Cancer": ["kubabara mu nda", "kubura ubushake bwo kurya", "inkorora"], "Endometrial Cancer": ["kubabara mu nda", "inkorora", "amaraso mu nkorora"], "Testicular Cancer": ["kubabara ku gitsina", "kubura ubushake bwo gukora imibonano", "gucika intege"], "Thyroid Cancer": ["kubabara mu ijosi", "kubura ubushake bwo kurya", "gucika intege"], "Skin Cancer": ["ibisebe ku ruhu", "impinduka ku ruhu", "kubabara"], } def susuzuma_indwara(ibimenyetso): ibimenyetso = [i.strip().lower() for i in ibimenyetso.split(',')] indwara_ishoboka = [] for indwara, symptoms in indwara_dict.items(): count = sum(symptom in ibimenyetso for symptom in symptoms) if count >= len(symptoms) / 2: indwara_ishoboka.append(f"{indwara} (ibimenyetso bihuye: {count} / {len(symptoms)})") if indwara_ishoboka: return "Indwara ishoboka:\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: textbox = gr.Textbox( lines=3, placeholder="Andika ibimenyetso byawe (urugero: umuriro, umutwe, gukorora)", label="Ibimenyetso" ) output = gr.Textbox(label="Indwara Ishoboka") submit_btn = gr.Button("Submit") submit_btn.click(fn=susuzuma_indwara, inputs=textbox, outputs=output) iface.launch()

import gradio as gr indwara_dict = { "Cancer": ["umuriro", "kubabara umutwe", "gucika intege"], "Diabetes": ["inyota nyinshi", "gucika intege", "kugabanuka k'ibiro"], "Flu": ["umuriro", "umutwe", "gukorora"], "COVID-19": ["umuriro", "guhumeka nabi", "kuruha", "kubura impumuro"], "Malaria": ["umuriro", "gucika intege", "kubira ibyuya"], "Tuberculosis": ["inkorora ikomeye", "umuriro", "gucika intege"], "Asthma": ["guhumeka nabi", "kubura umwuka", "gukorora"], "Hypertension": ["umutwe", "gukorora umutwe", "kuribwa mu mutima"], "Stroke": ["kuribwa umutwe ukabije", "kubura ubushobozi bwo kugenda", "kudakora neza kw’uruhande rumwe rw’umubiri"], "Heart Attack": ["kubabara mu mutima", "guhumeka nabi", "kuribwa mu gituza"], "Pneumonia": ["gukorora", "guhumeka nabi", "umuriro"], "Diarrhea": ["kubyimba mu nda", "kuruka", "kubura amazi mu mubiri"], "Appendicitis": ["kubabara mu nda", "kuribwa cyane ku ruhande rw’iburyo rw’umubiri"], "Migraine": ["umutwe ukabije", "kubabara mu maso", "gukorora"], "Depression": ["agahinda gakabije", "kubura ubushake", "kuribwa umutima"], "Anxiety": ["umutima kwihuta", "guhumeka nabi", "agahinda"], "Arthritis": ["kubabara imitsi", "kugubwa n’umubyimba", "guhinduka kw’imitsi"], "Alzheimer’s disease": ["guta ubwenge", "kwibagirwa", "kudafata neza ibyo uvuga"], "Parkinson’s disease": ["guhindagurika kw’imikaya", "guhagarara nabi", "kubura kugenzura umubiri"], "Epilepsy": ["gukorora", "guturika umutwe", "kudakora neza kw’imikaya"], "Hepatitis": ["uruhu guhindura ibara", "umuriro", "kubabara mu nda"], "Chickenpox": ["ibisebe ku mubiri", "umuriro", "gukorora"], "Measles": ["ibisebe ku mubiri", "umuriro", "uburwayi bwo mu maso"], "Mumps": ["kubabara amabya", "umuriro", "gukorora"], "Rubella": ["umuriro", "ibisebe ku mubiri", "gukorora"], "Cholera": ["kubyimba mu nda", "kuruka", "kuribwa mu nda"], "Typhoid": ["umuriro ukabije", "kuribwa mu nda", "inkorora"], "Dengue": ["umuriro ukabije", "kubabara imitsi", "kubabara umutwe"], "Ebola": ["kuribwa mu nda", "umuriro", "guhagarara k'amaraso"], "Rabies": ["gukorora", "guhumeka nabi", "kubura ubushobozi bwo kugenda"], "Smallpox": ["ibisebe ku mubiri", "umuriro", "gukorora"], "HIV/AIDS": ["gucika intege", "kubura ibiro", "inkorora idakira"], "Gonorrhea": ["kuribwa igihe cyo kwihagarika", "kubabara mu nda", "inkorora"], "Syphilis": ["ibisebe ku mubiri", "umuriro", "gukorora"], "Chlamydia": ["inkorora", "kubabara mu nda", "umuriro"], "Herpes": ["ibisebe ku mubiri", "gukorora", "umuriro"], "Influenza": ["umuriro", "gukorora", "umutwe"], "Polio": ["kubura ubushobozi bwo kugenda", "gucika intege", "guhagarara kw’imikaya"], "Yellow Fever": ["umuriro", "kuribwa mu nda", "gukorora"], "Bronchitis": ["inkorora", "guhumeka nabi", "umuriro"], "Emphysema": ["guhumeka nabi", "gukorora", "gucika intege"], "Colitis": ["kuribwa mu nda", "kubyimba mu nda", "inkorora"], "Crohn’s Disease": ["kuribwa mu nda", "kubyimba mu nda", "kuribwa kw’umubiri"], "Ulcerative Colitis": ["kubyimba mu nda", "inkorora", "kuribwa mu nda"], "Irritable Bowel Syndrome": ["kuribwa mu nda", "guhinduka kw’imikorere y’inkorora", "kubyimba mu nda"], "Gastroenteritis": ["kuruka", "kubyimba mu nda", "inkorora"], "Diverticulitis": ["kuribwa mu nda", "kubyimba mu nda", "gukorora"], "Hernia": ["kubabara mu nda", "kubyimba mu nda", "kuribwa igihe uhagaze"], "Cirrhosis": ["kuribwa mu nda", "kubura ubushake bwo kurya", "kuribwa mu gifu"], "Hepatitis B": ["umuriro", "kuribwa mu nda", "ibibazo by’uruhu"], "Hepatitis C": ["umuriro", "kuribwa mu nda", "gucika intege"], "Leukemia": ["gucika intege", "kubura ibiro", "umuriro"], "Lymphoma": ["gucika intege", "kubura ibiro", "kubabara umutwe"], "Melanoma": ["ibisebe ku ruhu", "kubabara", "impinduka z’uruhu"], "Prostate Cancer": ["kubabara mu nda", "inkorora", "guhagarara k'inkari"], "Breast Cancer": ["kubabara mu mabere", "ibisebe ku mabere", "guhinduka ku mabere"], "Lung Cancer": ["gukorora", "guhumeka nabi", "kubabara mu gituza"], "Cervical Cancer": ["kubabara mu nda", "inkari zifite amaraso", "umuriro"], "Ovarian Cancer": ["kubabara mu nda", "kubura ubushake bwo kurya", "gucika intege"], "Pancreatic Cancer": ["kubabara mu nda", "gucika intege", "kubura ibiro"], "Kidney Cancer": ["kubabara mu nda", "inkari zifite amaraso", "gucika intege"], "Bladder Cancer": ["inkari zifite amaraso", "kubabara igihe uri kwihagarika", "gucika intege"], "Colon Cancer": ["kubabara mu nda", "inkorora", "kubura ibiro"], "Rectal Cancer": ["kubabara mu nda", "inkorora", "amaraso mu nkorora"], "Liver Cancer": ["kubabara mu nda", "kubura ibiro", "gucika intege"], "Esophageal Cancer": ["kubabara igihe urya", "kubura ubushake bwo kurya", "gucika intege"], "Stomach Cancer": ["kubabara mu nda", "kubura ubushake bwo kurya", "inkorora"], "Endometrial Cancer": ["kubabara mu nda", "inkorora", "amaraso mu nkorora"], "Testicular Cancer": ["kubabara ku gitsina", "kubura ubushake bwo gukora imibonano", "gucika intege"], "Thyroid Cancer": ["kubabara mu ijosi", "kubura ubushake bwo kurya", "gucika intege"], "Skin Cancer": ["ibisebe ku ruhu", "impinduka ku ruhu", "kubabara"], } def susuzuma_indwara(ibimenyetso): ibimenyetso = [i.strip().lower() for i in ibimenyetso.split(',')] indwara_ishoboka = [] for indwara, symptoms in indwara_dict.items(): count = sum(symptom in ibimenyetso for symptom in symptoms) if count >= len(symptoms) / 2: indwara_ishoboka.append(f"{indwara} (ibimenyetso bihuye: {count} / {len(symptoms)})") if indwara_ishoboka: return "Indwara ishoboka:\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: textbox = gr.Textbox( lines=3, placeholder="Andika ibimenyetso byawe (urugero: umuriro, umutwe, gukorora)", label="Ibimenyetso" ) output = gr.Textbox(label="Indwara Ishoboka") submit_btn = gr.Button("Submit") submit_btn.click(fn=susuzuma_indwara, inputs=textbox, outputs=output) iface.launch()

import gradio as gr indwara_dict = { "Cancer": ["umuriro", "kubabara umutwe", "gucika intege"], "Diabetes": ["inyota nyinshi", "gucika intege", "kugabanuka k'ibiro"], "Flu": ["umuriro", "umutwe", "gukorora"], "COVID-19": ["umuriro", "guhumeka nabi", "kuruha", "kubura impumuro"], "Malaria": ["umuriro", "gucika intege", "kubira ibyuya"], "Tuberculosis": ["inkorora ikomeye", "umuriro", "gucika intege"], "Asthma": ["guhumeka nabi", "kubura umwuka", "gukorora"], "Hypertension": ["umutwe", "gukorora umutwe", "kuribwa mu mutima"], "Stroke": ["kuribwa umutwe ukabije", "kubura ubushobozi bwo kugenda", "kudakora neza kw’uruhande rumwe rw’umubiri"], "Heart Attack": ["kubabara mu mutima", "guhumeka nabi", "kuribwa mu gituza"], "Pneumonia": ["gukorora", "guhumeka nabi", "umuriro"], "Diarrhea": ["kubyimba mu nda", "kuruka", "kubura amazi mu mubiri"], "Appendicitis": ["kubabara mu nda", "kuribwa cyane ku ruhande rw’iburyo rw’umubiri"], "Migraine": ["umutwe ukabije", "kubabara mu maso", "gukorora"], "Depression": ["agahinda gakabije", "kubura ubushake", "kuribwa umutima"], "Anxiety": ["umutima kwihuta", "guhumeka nabi", "agahinda"], "Arthritis": ["kubabara imitsi", "kugubwa n’umubyimba", "guhinduka kw’imitsi"], "Alzheimer’s disease": ["guta ubwenge", "kwibagirwa", "kudafata neza ibyo uvuga"], "Parkinson’s disease": ["guhindagurika kw’imikaya", "guhagarara nabi", "kubura kugenzura umubiri"], "Epilepsy": ["gukorora", "guturika umutwe", "kudakora neza kw’imikaya"], "Hepatitis": ["uruhu guhindura ibara", "umuriro", "kubabara mu nda"], "Chickenpox": ["ibisebe ku mubiri", "umuriro", "gukorora"], "Measles": ["ibisebe ku mubiri", "umuriro", "uburwayi bwo mu maso"], "Mumps": ["kubabara amabya", "umuriro", "gukorora"], "Rubella": ["umuriro", "ibisebe ku mubiri", "gukorora"], "Cholera": ["kubyimba mu nda", "kuruka", "kuribwa mu nda"], "Typhoid": ["umuriro ukabije", "kuribwa mu nda", "inkorora"], "Dengue": ["umuriro ukabije", "kubabara imitsi", "kubabara umutwe"], "Ebola": ["kuribwa mu nda", "umuriro", "guhagarara k'amaraso"], "Rabies": ["gukorora", "guhumeka nabi", "kubura ubushobozi bwo kugenda"], "Smallpox": ["ibisebe ku mubiri", "umuriro", "gukorora"], "HIV/AIDS": ["gucika intege", "kubura ibiro", "inkorora idakira"], "Gonorrhea": ["kuribwa igihe cyo kwihagarika", "kubabara mu nda", "inkorora"], "Syphilis": ["ibisebe ku mubiri", "umuriro", "gukorora"], "Chlamydia": ["inkorora", "kubabara mu nda", "umuriro"], "Herpes": ["ibisebe ku mubiri", "gukorora", "umuriro"], "Influenza": ["umuriro", "gukorora", "umutwe"], "Polio": ["kubura ubushobozi bwo kugenda", "gucika intege", "guhagarara kw’imikaya"], "Yellow Fever": ["umuriro", "kuribwa mu nda", "gukorora"], "Bronchitis": ["inkorora", "guhumeka nabi", "umuriro"], "Emphysema": ["guhumeka nabi", "gukorora", "gucika intege"], "Colitis": ["kuribwa mu nda", "kubyimba mu nda", "inkorora"], "Crohn’s Disease": ["kuribwa mu nda", "kubyimba mu nda", "kuribwa kw’umubiri"], "Ulcerative Colitis": ["kubyimba mu nda", "inkorora", "kuribwa mu nda"], "Irritable Bowel Syndrome": ["kuribwa mu nda", "guhinduka kw’imikorere y’inkorora", "kubyimba mu nda"], "Gastroenteritis": ["kuruka", "kubyimba mu nda", "inkorora"], "Diverticulitis": ["kuribwa mu nda", "kubyimba mu nda", "gukorora"], "Hernia": ["kubabara mu nda", "kubyimba mu nda", "kuribwa igihe uhagaze"], "Cirrhosis": ["kuribwa mu nda", "kubura ubushake bwo kurya", "kuribwa mu gifu"], "Hepatitis B": ["umuriro", "kuribwa mu nda", "ibibazo by’uruhu"], "Hepatitis C": ["umuriro", "kuribwa mu nda", "gucika intege"], "Leukemia": ["gucika intege", "kubura ibiro", "umuriro"], "Lymphoma": ["gucika intege", "kubura ibiro", "kubabara umutwe"], "Melanoma": ["ibisebe ku ruhu", "kubabara", "impinduka z’uruhu"], "Prostate Cancer": ["kubabara mu nda", "inkorora", "guhagarara k'inkari"], "Breast Cancer": ["kubabara mu mabere", "ibisebe ku mabere", "guhinduka ku mabere"], "Lung Cancer": ["gukorora", "guhumeka nabi", "kubabara mu gituza"], "Cervical Cancer": ["kubabara mu nda", "inkari zifite amaraso", "umuriro"], "Ovarian Cancer": ["kubabara mu nda", "kubura ubushake bwo kurya", "gucika intege"], "Pancreatic Cancer": ["kubabara mu nda", "gucika intege", "kubura ibiro"], "Kidney Cancer": ["kubabara mu nda", "inkari zifite amaraso", "gucika intege"], "Bladder Cancer": ["inkari zifite amaraso", "kubabara igihe uri kwihagarika", "gucika intege"], "Colon Cancer": ["kubabara mu nda", "inkorora", "kubura ibiro"], "Rectal Cancer": ["kubabara mu nda", "inkorora", "amaraso mu nkorora"], "Liver Cancer": ["kubabara mu nda", "kubura ibiro", "gucika intege"], "Esophageal Cancer": ["kubabara igihe urya", "kubura ubushake bwo kurya", "gucika intege"], "Stomach Cancer": ["kubabara mu nda", "kubura ubushake bwo kurya", "inkorora"], "Endometrial Cancer": ["kubabara mu nda", "inkorora", "amaraso mu nkorora"], "Testicular Cancer": ["kubabara ku gitsina", "kubura ubushake bwo gukora imibonano", "gucika intege"], "Thyroid Cancer": ["kubabara mu ijosi", "kubura ubushake bwo kurya", "gucika intege"], "Skin Cancer": ["ibisebe ku ruhu", "impinduka ku ruhu", "kubabara"], } def susuzuma_indwara(ibimenyetso): ibimenyetso = [i.strip().lower() for i in ibimenyetso.split(',')] indwara_ishoboka = [] for indwara, symptoms in indwara_dict.items(): count = sum(symptom in ibimenyetso for symptom in symptoms) if count >= len(symptoms) / 2: indwara_ishoboka.append(f"{indwara} (ibimenyetso bihuye: {count} / {len(symptoms)})") if indwara_ishoboka: return "Indwara ishoboka:\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: textbox = gr.Textbox( lines=3, placeholder="Andika ibimenyetso byawe (urugero: umuriro, umutwe, gukorora)", label="Ibimenyetso" ) output = gr.Textbox(label="Indwara Ishoboka") submit_btn = gr.Button("Submit") submit_btn.click(fn=susuzuma_indwara, inputs=textbox, outputs=output) iface.launch()

import gradio as gr indwara_dict = { "Cancer": ["umuriro", "kubabara umutwe", "gucika intege"], "Diabetes": ["inyota nyinshi", "gucika intege", "kugabanuka k'ibiro"], "Flu": ["umuriro", "umutwe", "gukorora"], "COVID-19": ["umuriro", "guhumeka nabi", "kuruha", "kubura impumuro"], "Malaria": ["umuriro", "gucika intege", "kubira ibyuya"], "Tuberculosis": ["inkorora ikomeye", "umuriro", "gucika intege"], "Asthma": ["guhumeka nabi", "kubura umwuka", "gukorora"], "Hypertension": ["umutwe", "gukorora umutwe", "kuribwa mu mutima"], "Stroke": ["kuribwa umutwe ukabije", "kubura ubushobozi bwo kugenda", "kudakora neza kw’uruhande rumwe rw’umubiri"], "Heart Attack": ["kubabara mu mutima", "guhumeka nabi", "kuribwa mu gituza"], "Pneumonia": ["gukorora", "guhumeka nabi", "umuriro"], "Diarrhea": ["kubyimba mu nda", "kuruka", "kubura amazi mu mubiri"], "Appendicitis": ["kubabara mu nda", "kuribwa cyane ku ruhande rw’iburyo rw’umubiri"], "Migraine": ["umutwe ukabije", "kubabara mu maso", "gukorora"], "Depression": ["agahinda gakabije", "kubura ubushake", "kuribwa umutima"], "Anxiety": ["umutima kwihuta", "guhumeka nabi", "agahinda"], "Arthritis": ["kubabara imitsi", "kugubwa n’umubyimba", "guhinduka kw’imitsi"], "Alzheimer’s disease": ["guta ubwenge", "kwibagirwa", "kudafata neza ibyo uvuga"], "Parkinson’s disease": ["guhindagurika kw’imikaya", "guhagarara nabi", "kubura kugenzura umubiri"], "Epilepsy": ["gukorora", "guturika umutwe", "kudakora neza kw’imikaya"], "Hepatitis": ["uruhu guhindura ibara", "umuriro", "kubabara mu nda"], "Chickenpox": ["ibisebe ku mubiri", "umuriro", "gukorora"], "Measles": ["ibisebe ku mubiri", "umuriro", "uburwayi bwo mu maso"], "Mumps": ["kubabara amabya", "umuriro", "gukorora"], "Rubella": ["umuriro", "ibisebe ku mubiri", "gukorora"], "Cholera": ["kubyimba mu nda", "kuruka", "kuribwa mu nda"], "Typhoid": ["umuriro ukabije", "kuribwa mu nda", "inkorora"], "Dengue": ["umuriro ukabije", "kubabara imitsi", "kubabara umutwe"], "Ebola": ["kuribwa mu nda", "umuriro", "guhagarara k'amaraso"], "Rabies": ["gukorora", "guhumeka nabi", "kubura ubushobozi bwo kugenda"], "Smallpox": ["ibisebe ku mubiri", "umuriro", "gukorora"], "HIV/AIDS": ["gucika intege", "kubura ibiro", "inkorora idakira"], "Gonorrhea": ["kuribwa igihe cyo kwihagarika", "kubabara mu nda", "inkorora"], "Syphilis": ["ibisebe ku mubiri", "umuriro", "gukorora"], "Chlamydia": ["inkorora", "kubabara mu nda", "umuriro"], "Herpes": ["ibisebe ku mubiri", "gukorora", "umuriro"], "Influenza": ["umuriro", "gukorora", "umutwe"], "Polio": ["kubura ubushobozi bwo kugenda", "gucika intege", "guhagarara kw’imikaya"], "Yellow Fever": ["umuriro", "kuribwa mu nda", "gukorora"], "Bronchitis": ["inkorora", "guhumeka nabi", "umuriro"], "Emphysema": ["guhumeka nabi", "gukorora", "gucika intege"], "Colitis": ["kuribwa mu nda", "kubyimba mu nda", "inkorora"], "Crohn’s Disease": ["kuribwa mu nda", "kubyimba mu nda", "kuribwa kw’umubiri"], "Ulcerative Colitis": ["kubyimba mu nda", "inkorora", "kuribwa mu nda"], "Irritable Bowel Syndrome": ["kuribwa mu nda", "guhinduka kw’imikorere y’inkorora", "kubyimba mu nda"], "Gastroenteritis": ["kuruka", "kubyimba mu nda", "inkorora"], "Diverticulitis": ["kuribwa mu nda", "kubyimba mu nda", "gukorora"], "Hernia": ["kubabara mu nda", "kubyimba mu nda", "kuribwa igihe uhagaze"], "Cirrhosis": ["kuribwa mu nda", "kubura ubushake bwo kurya", "kuribwa mu gifu"], "Hepatitis B": ["umuriro", "kuribwa mu nda", "ibibazo by’uruhu"], "Hepatitis C": ["umuriro", "kuribwa mu nda", "gucika intege"], "Leukemia": ["gucika intege", "kubura ibiro", "umuriro"], "Lymphoma": ["gucika intege", "kubura ibiro", "kubabara umutwe"], "Melanoma": ["ibisebe ku ruhu", "kubabara", "impinduka z’uruhu"], "Prostate Cancer": ["kubabara mu nda", "inkorora", "guhagarara k'inkari"], "Breast Cancer": ["kubabara mu mabere", "ibisebe ku mabere", "guhinduka ku mabere"], "Lung Cancer": ["gukorora", "guhumeka nabi", "kubabara mu gituza"], "Cervical Cancer": ["kubabara mu nda", "inkari zifite amaraso", "umuriro"], "Ovarian Cancer": ["kubabara mu nda", "kubura ubushake bwo kurya", "gucika intege"], "Pancreatic Cancer": ["kubabara mu nda", "gucika intege", "kubura ibiro"], "Kidney Cancer": ["kubabara mu nda", "inkari zifite amaraso", "gucika intege"], "Bladder Cancer": ["inkari zifite amaraso", "kubabara igihe uri kwihagarika", "gucika intege"], "Colon Cancer": ["kubabara mu nda", "inkorora", "kubura ibiro"], "Rectal Cancer": ["kubabara mu nda", "inkorora", "amaraso mu nkorora"], "Liver Cancer": ["kubabara mu nda", "kubura ibiro", "gucika intege"], "Esophageal Cancer": ["kubabara igihe urya", "kubura ubushake bwo kurya", "gucika intege"], "Stomach Cancer": ["kubabara mu nda", "kubura ubushake bwo kurya", "inkorora"], "Endometrial Cancer": ["kubabara mu nda", "inkorora", "amaraso mu nkorora"], "Testicular Cancer": ["kubabara ku gitsina", "kubura ubushake bwo gukora imibonano", "gucika intege"], "Thyroid Cancer": ["kubabara mu ijosi", "kubura ubushake bwo kurya", "gucika intege"], "Skin Cancer": ["ibisebe ku ruhu", "impinduka ku ruhu", "kubabara"], } def susuzuma_indwara(ibimenyetso): ibimenyetso = [i.strip().lower() for i in ibimenyetso.split(',')] indwara_ishoboka = [] for indwara, symptoms in indwara_dict.items(): count = sum(symptom in ibimenyetso for symptom in symptoms) if count >= len(symptoms) / 2: indwara_ishoboka.append(f"{indwara} (ibimenyetso bihuye: {count} / {len(symptoms)})") if indwara_ishoboka: return "Indwara ishoboka:\n" + "\n".join(indwara_ishoboka) else: return "Ntibishoboka kumenya indwara ishingiye ku bimenyetso watanze. Nyamuneka saba muganga." with gr.Blocks() as iface: textbox = gr.Textbox( lines=3, placeholder="Andika ibimenyetso byawe (urugero: umuriro, umutwe, gukorora)", label="Ibimenyetso" ) output = gr.Textbox(label="Indwara Ishoboka") textbox.submit(susuzuma_indwara, inputs=textbox, outputs=output) iface.launch()

import gradio as gr # Dictionary y'indwara 70 n'ibimenyetso byazo indwara_dict = { "Cancer": ["umuriro", "kubabara umutwe", "gucika intege"], "Diabetes": ["inyota nyinshi", "gucika intege", "kugabanuka k'ibiro"], "Flu": ["umuriro", "umutwe", "gukorora"], "COVID-19": ["umuriro", "guhumeka nabi", "kuruha", "kubura impumuro"], "Malaria": ["umuriro", "gucika intege", "kubira ibyuya"], "Tuberculosis": ["inkorora ikomeye", "umuriro", "gucika intege"], "Asthma": ["guhumeka nabi", "kubura umwuka", "gukorora"], "Hypertension": ["umutwe", "gukorora umutwe", "kuribwa mu mutima"], "Stroke": ["kuribwa umutwe ukabije", "kubura ubushobozi bwo kugenda", "kudakora neza kw’uruhande rumwe rw’umubiri"], "Heart Attack": ["kubabara mu mutima", "guhumeka nabi", "kuribwa mu gituza"], "Pneumonia": ["gukorora", "guhumeka nabi", "umuriro"], "Diarrhea": ["kubyimba mu nda", "kuruka", "kubura amazi mu mubiri"], "Appendicitis": ["kubabara mu nda", "kuribwa cyane ku ruhande rw’iburyo rw’umubiri"], "Migraine": ["umutwe ukabije", "kubabara mu maso", "gukorora"], "Depression": ["agahinda gakabije", "kubura ubushake", "kuribwa umutima"], "Anxiety": ["umutima kwihuta", "guhumeka nabi", "agahinda"], "Arthritis": ["kubabara imitsi", "kugubwa n’umubyimba", "guhinduka kw’imitsi"], "Alzheimer’s disease": ["guta ubwenge", "kwibagirwa", "kudafata neza ibyo uvuga"], "Parkinson’s disease": ["guhindagurika kw’imikaya", "guhagarara nabi", "kubura kugenzura umubiri"], "Epilepsy": ["gukorora", "guturika umutwe", "kudakora neza kw’imikaya"], "Hepatitis": ["uruhu guhindura ibara", "umuriro", "kubabara mu nda"], "Chickenpox": ["ibisebe ku mubiri", "umuriro", "gukorora"], "Measles": ["ibisebe ku mubiri", "umuriro", "uburwayi bwo mu maso"], "Mumps": ["kubabara amabya", "umuriro", "gukorora"], "Rubella": ["umuriro", "ibisebe ku mubiri", "gukorora"], "Cholera": ["kubyimba mu nda", "kuruka", "kuribwa mu nda"], "Typhoid": ["umuriro ukabije", "kuribwa mu nda", "inkorora"], "Dengue": ["umuriro ukabije", "kubabara imitsi", "kubabara umutwe"], "Ebola": ["kuribwa mu nda", "umuriro", "guhagarara k'amaraso"], "Rabies": ["gukorora", "guhumeka nabi", "kubura ubushobozi bwo kugenda"], "Smallpox": ["ibisebe ku mubiri", "umuriro", "gukorora"], "HIV/AIDS": ["gucika intege", "kubura ibiro", "inkorora idakira"], "Gonorrhea": ["kuribwa igihe cyo kwihagarika", "kubabara mu nda", "inkorora"], "Syphilis": ["ibisebe ku mubiri", "umuriro", "gukorora"], "Chlamydia": ["inkorora", "kubabara mu nda", "umuriro"], "Herpes": ["ibisebe ku mubiri", "gukorora", "umuriro"], "Influenza": ["umuriro", "gukorora", "umutwe"], "Polio": ["kubura ubushobozi bwo kugenda", "gucika intege", "guhagarara kw’imikaya"], "Yellow Fever": ["umuriro", "kuribwa mu nda", "gukorora"], "Bronchitis": ["inkorora", "guhumeka nabi", "umuriro"], "Emphysema": ["guhumeka nabi", "gukorora", "gucika intege"], "Colitis": ["kuribwa mu nda", "kubyimba mu nda", "inkorora"], "Crohn’s Disease": ["kuribwa mu nda", "kubyimba mu nda", "kuribwa kw’umubiri"], "Ulcerative Colitis": ["kubyimba mu nda", "inkorora", "kuribwa mu nda"], "Irritable Bowel Syndrome": ["kuribwa mu nda", "guhinduka kw’imikorere y’inkorora", "kubyimba mu nda"], "Gastroenteritis": ["kuruka", "kubyimba mu nda", "inkorora"], "Diverticulitis": ["kuribwa mu nda", "kubyimba mu nda", "gukorora"], "Hernia": ["kubabara mu nda", "kubyimba mu nda", "kuribwa igihe uhagaze"], "Cirrhosis": ["kuribwa mu nda", "kubura ubushake bwo kurya", "kuribwa mu gifu"], "Hepatitis B": ["umuriro", "kuribwa mu nda", "ibibazo by’uruhu"], "Hepatitis C": ["umuriro", "kuribwa mu nda", "gucika intege"], "Leukemia": ["gucika intege", "kubura ibiro", "umuriro"], "Lymphoma": ["gucika intege", "kubura ibiro", "kubabara umutwe"], "Melanoma": ["ibisebe ku ruhu", "kubabara", "impinduka z’uruhu"], "Prostate Cancer": ["kubabara mu nda", "inkorora", "guhagarara k'inkari"], "Breast Cancer": ["kubabara mu mabere", "ibisebe ku mabere", "guhinduka ku mabere"], "Lung Cancer": ["gukorora", "guhumeka nabi", "kubabara mu gituza"], "Cervical Cancer": ["kubabara mu nda", "inkari zifite amaraso", "umuriro"], "Ovarian Cancer": ["kubabara mu nda", "kubura ubushake bwo kurya", "gucika intege"], "Pancreatic Cancer": ["kubabara mu nda", "gucika intege", "kubura ibiro"], "Kidney Cancer": ["kubabara mu nda", "inkari zifite amaraso", "gucika intege"], "Bladder Cancer": ["inkari zifite amaraso", "kubabara igihe uri kwihagarika", "gucika intege"], "Colon Cancer": ["kubabara mu nda", "inkorora", "kubura ibiro"], "Rectal Cancer": ["kubabara mu nda", "inkorora", "amaraso mu nkorora"], "Liver Cancer": ["kubabara mu nda", "kubura ibiro", "gucika intege"], "Esophageal Cancer": ["kubabara igihe urya", "kubura ubushake bwo kurya", "gucika intege"], "Stomach Cancer": ["kubabara mu nda", "kubura ubushake bwo kurya", "inkorora"], "Endometrial Cancer": ["kubabara mu nda", "inkorora", "amaraso mu nkorora"], "Testicular Cancer": ["kubabara ku gitsina", "kubura ubushake bwo gukora imibonano", "gucika intege"], "Thyroid Cancer": ["kubabara mu ijosi", "kubura ubushake bwo kurya", "gucika intege"], "Skin Cancer": ["ibisebe ku ruhu", "impinduka ku ruhu", "kubabara"], } def susuzuma_indwara(ibimenyetso): # Tandukanya ibimenyetso ukoresheje ',' ukuremo utubazo n'inyuguti nto ibimenyetso = [i.strip().lower() for i in ibimenyetso.split(',')] indwara_ishoboka = [] for indwara, symptoms in indwara_dict.items(): count = sum(symptom in ibimenyetso for symptom in symptoms) if count >= len(symptoms) / 2: indwara_ishoboka.append(f"{indwara} (ibimenyetso bihuye: {count} / {len(symptoms)})") if indwara_ishoboka: return "Indwara ishoboka:\n" + "\n".join(indwara_ishoboka) else: return "Ntibishoboka kumenya indwara ishingiye ku bimenyetso watanze. Nyamuneka saba muganga." iface = gr.Interface( fn=susuzuma_indwara, inputs=gr.Textbox( lines=3, placeholder="Andika ibimenyetso byawe (urugero: umuriro, umutwe, gukorora)", submit=True, # Enter ikora submit, nta button igaragara ), outputs="text", title="VIATEUR AI Kwamuganga", description="Andika ibimenyetso ufite, AI iguhe indwara ishoboka. Ibi ntibisimbura inama y'umuganga." ) iface.launch()

import gradio as gr # Indwara 70 n'ibimenyetso byazo indwara_dict = { "Cancer": ["umuriro", "kubabara umutwe", "gucika intege"], "Diabetes": ["inyota nyinshi", "gucika intege", "kugabanuka k'ibiro"], "Flu": ["umuriro", "umutwe", "gukorora"], "COVID-19": ["umuriro", "guhumeka nabi", "kuruha", "kubura impumuro"], "Malaria": ["umuriro", "gucika intege", "kubira ibyuya"], "Tuberculosis": ["inkorora ikomeye", "umuriro", "gucika intege"], "Asthma": ["guhumeka nabi", "kubura umwuka", "gukorora"], "Hypertension": ["umutwe", "gukorora umutwe", "kuribwa mu mutima"], "Stroke": ["kuribwa umutwe ukabije", "kubura ubushobozi bwo kugenda", "kudakora neza kw’uruhande rumwe rw’umubiri"], "Heart Attack": ["kubabara mu mutima", "guhumeka nabi", "kuribwa mu gituza"], "Pneumonia": ["gukorora", "guhumeka nabi", "umuriro"], "Diarrhea": ["kubyimba mu nda", "kuruka", "kubura amazi mu mubiri"], "Appendicitis": ["kubabara mu nda", "kuribwa cyane ku ruhande rw’iburyo rw’umubiri"], "Migraine": ["umutwe ukabije", "kubabara mu maso", "gukorora"], "Depression": ["agahinda gakabije", "kubura ubushake", "kuribwa umutima"], "Anxiety": ["umutima kwihuta", "guhumeka nabi", "agahinda"], "Arthritis": ["kubabara imitsi", "kugubwa n’umubyimba", "guhinduka kw’imitsi"], "Alzheimer’s disease": ["guta ubwenge", "kwibagirwa", "kudafata neza ibyo uvuga"], "Parkinson’s disease": ["guhindagurika kw’imikaya", "guhagarara nabi", "kubura kugenzura umubiri"], "Epilepsy": ["gukorora", "guturika umutwe", "kudakora neza kw’imikaya"], "Hepatitis": ["uruhu guhindura ibara", "umuriro", "kubabara mu nda"], "Chickenpox": ["ibisebe ku mubiri", "umuriro", "gukorora"], "Measles": ["ibisebe ku mubiri", "umuriro", "uburwayi bwo mu maso"], "Mumps": ["kubabara amabya", "umuriro", "gukorora"], "Rubella": ["umuriro", "ibisebe ku mubiri", "gukorora"], "Cholera": ["kubyimba mu nda", "kuruka", "kuribwa mu nda"], "Typhoid": ["umuriro ukabije", "kuribwa mu nda", "inkorora"], "Dengue": ["umuriro ukabije", "kubabara imitsi", "kubabara umutwe"], "Ebola": ["kuribwa mu nda", "umuriro", "guhagarara k'amaraso"], "Rabies": ["gukorora", "guhumeka nabi", "kubura ubushobozi bwo kugenda"], "Smallpox": ["ibisebe ku mubiri", "umuriro", "gukorora"], "HIV/AIDS": ["gucika intege", "kubura ibiro", "inkorora idakira"], "Gonorrhea": ["kuribwa igihe cyo kwihagarika", "kubabara mu nda", "inkorora"], "Syphilis": ["ibisebe ku mubiri", "umuriro", "gukorora"], "Chlamydia": ["inkorora", "kubabara mu nda", "umuriro"], "Herpes": ["ibisebe ku mubiri", "gukorora", "umuriro"], "Influenza": ["umuriro", "gukorora", "umutwe"], "Polio": ["kubura ubushobozi bwo kugenda", "gucika intege", "guhagarara kw’imikaya"], "Yellow Fever": ["umuriro", "kuribwa mu nda", "gukorora"], "Bronchitis": ["inkorora", "guhumeka nabi", "umuriro"], "Emphysema": ["guhumeka nabi", "gukorora", "gucika intege"], "Colitis": ["kuribwa mu nda", "kubyimba mu nda", "inkorora"], "Crohn’s Disease": ["kuribwa mu nda", "kubyimba mu nda", "kuribwa kw’umubiri"], "Ulcerative Colitis": ["kubyimba mu nda", "inkorora", "kuribwa mu nda"], "Irritable Bowel Syndrome": ["kuribwa mu nda", "guhinduka kw’imikorere y’inkorora", "kubyimba mu nda"], "Gastroenteritis": ["kuruka", "kubyimba mu nda", "inkorora"], "Diverticulitis": ["kuribwa mu nda", "kubyimba mu nda", "gukorora"], "Hernia": ["kubabara mu nda", "kubyimba mu nda", "kuribwa igihe uhagaze"], "Cirrhosis": ["kuribwa mu nda", "kubura ubushake bwo kurya", "kuribwa mu gifu"], "Hepatitis B": ["umuriro", "kuribwa mu nda", "ibibazo by’uruhu"], "Hepatitis C": ["umuriro", "kuribwa mu nda", "gucika intege"], "Leukemia": ["gucika intege", "kubura ibiro", "umuriro"], "Lymphoma": ["gucika intege", "kubura ibiro", "kubabara umutwe"], "Melanoma": ["ibisebe ku ruhu", "kubabara", "impinduka z’uruhu"], "Prostate Cancer": ["kubabara mu nda", "inkorora", "guhagarara k'inkari"], "Breast Cancer": ["kubabara mu mabere", "ibisebe ku mabere", "guhinduka ku mabere"], "Lung Cancer": ["gukorora", "guhumeka nabi", "kubabara mu gituza"], "Cervical Cancer": ["kubabara mu nda", "inkari zifite amaraso", "umuriro"], "Ovarian Cancer": ["kubabara mu nda", "kubura ubushake bwo kurya", "gucika intege"], "Pancreatic Cancer": ["kubabara mu nda", "gucika intege", "kubura ibiro"], "Kidney Cancer": ["kubabara mu nda", "inkari zifite amaraso", "gucika intege"], "Bladder Cancer": ["inkari zifite amaraso", "kubabara igihe uri kwihagarika", "gucika intege"], "Colon Cancer": ["kubabara mu nda", "inkorora", "kubura ibiro"], "Rectal Cancer": ["kubabara mu nda", "inkorora", "amaraso mu nkorora"], "Liver Cancer": ["kubabara mu nda", "kubura ibiro", "gucika intege"], "Esophageal Cancer": ["kubabara igihe urya", "kubura ubushake bwo kurya", "gucika intege"], "Stomach Cancer": ["kubabara mu nda", "kubura ubushake bwo kurya", "inkorora"], "Endometrial Cancer": ["kubabara mu nda", "inkorora", "amaraso mu nkorora"], "Testicular Cancer": ["kubabara ku gitsina", "kubura ubushake bwo gukora imibonano", "gucika intege"], "Thyroid Cancer": ["kubabara mu ijosi", "kubura ubushake bwo kurya", "gucika intege"], "Skin Cancer": ["ibisebe ku ruhu", "impinduka ku ruhu", "kubabara"], } def susuzuma_indwara(ibimenyetso): ibimenyetso = [i.strip().lower() for i in ibimenyetso.split(',')] indwara_ishoboka = [] for indwara, symptoms in indwara_dict.items(): count = sum(symptom in ibimenyetso for symptom in symptoms) if count >= len(symptoms) / 2: indwara_ishoboka.append(f"{indwara} (ibimenyetso bihuye: {count} / {len(symptoms)})") if indwara_ishoboka: return "Indwara ishoboka:\n" + "\n".join(indwara_ishoboka) else: return "Ntibishoboka kumenya indwara ishingiye ku bimenyetso watanze. Nyamuneka saba muganga." iface = gr.Interface( fn=susuzuma_indwara, inputs=gr.Textbox( lines=3, placeholder="Andika ibimenyetso byawe (urugero: umuriro, umutwe, gukorora)", submit=True # Enter ikora submit, nta button igaragara ), outputs="text", title="VIATEUR AI Kwamuganga", description="Andika ibimenyetso ufite, AI iguhe indwara ishoboka. Ibi ntibisimbura inama y'umuganga." ) iface.launch()

import gradio as gr # Indwara 70 n'ibimenyetso byazo indwara_dict = { "Cancer": ["umuriro", "kubabara umutwe", "gucika intege"], "Diabetes": ["inyota nyinshi", "gucika intege", "kugabanuka k'ibiro"], "Flu": ["umuriro", "umutwe", "gukorora"], "COVID-19": ["umuriro", "guhumeka nabi", "kuruha", "kubura impumuro"], "Malaria": ["umuriro", "gucika intege", "kubira ibyuya"], "Tuberculosis": ["inkorora ikomeye", "umuriro", "gucika intege"], "Asthma": ["guhumeka nabi", "kubura umwuka", "gukorora"], "Hypertension": ["umutwe", "gukorora umutwe", "kuribwa mu mutima"], "Stroke": ["kuribwa umutwe ukabije", "kubura ubushobozi bwo kugenda", "kudakora neza kw’uruhande rumwe rw’umubiri"], "Heart Attack": ["kubabara mu mutima", "guhumeka nabi", "kuribwa mu gituza"], "Pneumonia": ["gukorora", "guhumeka nabi", "umuriro"], "Diarrhea": ["kubyimba mu nda", "kuruka", "kubura amazi mu mubiri"], "Appendicitis": ["kubabara mu nda", "kuribwa cyane ku ruhande rw’iburyo rw’umubiri"], "Migraine": ["umutwe ukabije", "kubabara mu maso", "gukorora"], "Depression": ["agahinda gakabije", "kubura ubushake", "kuribwa umutima"], "Anxiety": ["umutima kwihuta", "guhumeka nabi", "agahinda"], "Arthritis": ["kubabara imitsi", "kugubwa n’umubyimba", "guhinduka kw’imitsi"], "Alzheimer’s disease": ["guta ubwenge", "kwibagirwa", "kudafata neza ibyo uvuga"], "Parkinson’s disease": ["guhindagurika kw’imikaya", "guhagarara nabi", "kubura kugenzura umubiri"], "Epilepsy": ["gukorora", "guturika umutwe", "kudakora neza kw’imikaya"], "Hepatitis": ["uruhu guhindura ibara", "umuriro", "kubabara mu nda"], "Chickenpox": ["ibisebe ku mubiri", "umuriro", "gukorora"], "Measles": ["ibisebe ku mubiri", "umuriro", "uburwayi bwo mu maso"], "Mumps": ["kubabara amabya", "umuriro", "gukorora"], "Rubella": ["umuriro", "ibisebe ku mubiri", "gukorora"], "Cholera": ["kubyimba mu nda", "kuruka", "kuribwa mu nda"], "Typhoid": ["umuriro ukabije", "kuribwa mu nda", "inkorora"], "Dengue": ["umuriro ukabije", "kubabara imitsi", "kubabara umutwe"], "Ebola": ["kuribwa mu nda", "umuriro", "guhagarara k'amaraso"], "Rabies": ["gukorora", "guhumeka nabi", "kubura ubushobozi bwo kugenda"], "Smallpox": ["ibisebe ku mubiri", "umuriro", "gukorora"], "HIV/AIDS": ["gucika intege", "kubura ibiro", "inkorora idakira"], "Gonorrhea": ["kuribwa igihe cyo kwihagarika", "kubabara mu nda", "inkorora"], "Syphilis": ["ibisebe ku mubiri", "umuriro", "gukorora"], "Chlamydia": ["inkorora", "kubabara mu nda", "umuriro"], "Herpes": ["ibisebe ku mubiri", "gukorora", "umuriro"], "Influenza": ["umuriro", "gukorora", "umutwe"], "Polio": ["kubura ubushobozi bwo kugenda", "gucika intege", "guhagarara kw’imikaya"], "Yellow Fever": ["umuriro", "kuribwa mu nda", "gukorora"], "Bronchitis": ["inkorora", "guhumeka nabi", "umuriro"], "Emphysema": ["guhumeka nabi", "gukorora", "gucika intege"], "Colitis": ["kuribwa mu nda", "kubyimba mu nda", "inkorora"], "Crohn’s Disease": ["kuribwa mu nda", "kubyimba mu nda", "kuribwa kw’umubiri"], "Ulcerative Colitis": ["kubyimba mu nda", "inkorora", "kuribwa mu nda"], "Irritable Bowel Syndrome": ["kuribwa mu nda", "guhinduka kw’imikorere y’inkorora", "kubyimba mu nda"], "Gastroenteritis": ["kuruka", "kubyimba mu nda", "inkorora"], "Diverticulitis": ["kuribwa mu nda", "kubyimba mu nda", "gukorora"], "Hernia": ["kubabara mu nda", "kubyimba mu nda", "kuribwa igihe uhagaze"], "Cirrhosis": ["kuribwa mu nda", "kubura ubushake bwo kurya", "kuribwa mu gifu"], "Hepatitis B": ["umuriro", "kuribwa mu nda", "ibibazo by’uruhu"], "Hepatitis C": ["umuriro", "kuribwa mu nda", "gucika intege"], "Leukemia": ["gucika intege", "kubura ibiro", "umuriro"], "Lymphoma": ["gucika intege", "kubura ibiro", "kubabara umutwe"], "Melanoma": ["ibisebe ku ruhu", "kubabara", "impinduka z’uruhu"], "Prostate Cancer": ["kubabara mu nda", "inkorora", "guhagarara k'inkari"], "Breast Cancer": ["kubabara mu mabere", "ibisebe ku mabere", "guhinduka ku mabere"], "Lung Cancer": ["gukorora", "guhumeka nabi", "kubabara mu gituza"], "Cervical Cancer": ["kubabara mu nda", "inkari zifite amaraso", "umuriro"], "Ovarian Cancer": ["kubabara mu nda", "kubura ubushake bwo kurya", "gucika intege"], "Pancreatic Cancer": ["kubabara mu nda", "gucika intege", "kubura ibiro"], "Kidney Cancer": ["kubabara mu nda", "inkari zifite amaraso", "gucika intege"], "Bladder Cancer": ["inkari zifite amaraso", "kubabara igihe uri kwihagarika", "gucika intege"], "Colon Cancer": ["kubabara mu nda", "inkorora", "kubura ibiro"], "Rectal Cancer": ["kubabara mu nda", "inkorora", "amaraso mu nkorora"], "Liver Cancer": ["kubabara mu nda", "kubura ibiro", "gucika intege"], "Esophageal Cancer": ["kubabara igihe urya", "kubura ubushake bwo kurya", "gucika intege"], "Stomach Cancer": ["kubabara mu nda", "kubura ubushake bwo kurya", "inkorora"], "Endometrial Cancer": ["kubabara mu nda", "inkorora", "amaraso mu nkorora"], "Testicular Cancer": ["kubabara ku gitsina", "kubura ubushake bwo gukora imibonano", "gucika intege"], "Thyroid Cancer": ["kubabara mu ijosi", "kubura ubushake bwo kurya", "gucika intege"], "Skin Cancer": ["ibisebe ku ruhu", "impinduka ku ruhu", "kubabara"], } def susuzuma_indwara(ibimenyetso): ibimenyetso = [i.strip().lower() for i in ibimenyetso.split(',')] indwara_ishoboka = [] for indwara, symptoms in indwara_dict.items(): count = sum(symptom in ibimenyetso for symptom in symptoms) if count >= len(symptoms) / 2: indwara_ishoboka.append(f"{indwara} (ibimenyetso bihuye: {count} / {len(symptoms)})") if indwara_ishoboka: return "Indwara ishoboka:\n" + "\n".join(indwara_ishoboka) else: return "Ntibishoboka kumenya indwara ishingiye ku bimenyetso watanze. Nyamuneka saba muganga." iface = gr.Interface( fn=susuzuma_indwara, inputs=gr.Textbox(lines=3, placeholder="Andika ibimenyetso byawe (urugero: umuriro, umutwe, gukorora)"), submit=True ), outputs="text", title="VIATEUR AI Kwamuganga", description="Andika ibimenyetso ufite, AI iguhe indwara ishoboka. Ibi ntibisimbura inama y'umuganga." )

import gradio as gr # Indwara 70 n'ibimenyetso byazo indwara_dict = { "Cancer": ["umuriro", "kubabara umutwe", "gucika intege"], "Diabetes": ["inyota nyinshi", "gucika intege", "kugabanuka k'ibiro"], "Flu": ["umuriro", "umutwe", "gukorora"], "COVID-19": ["umuriro", "guhumeka nabi", "kuruha", "kubura impumuro"], "Malaria": ["umuriro", "gucika intege", "kubira ibyuya"], "Tuberculosis": ["inkorora ikomeye", "umuriro", "gucika intege"], "Asthma": ["guhumeka nabi", "kubura umwuka", "gukorora"], "Hypertension": ["umutwe", "gukorora umutwe", "kuribwa mu mutima"], "Stroke": ["kuribwa umutwe ukabije", "kubura ubushobozi bwo kugenda", "kudakora neza kw’uruhande rumwe rw’umubiri"], "Heart Attack": ["kubabara mu mutima", "guhumeka nabi", "kuribwa mu gituza"], "Pneumonia": ["gukorora", "guhumeka nabi", "umuriro"], "Diarrhea": ["kubyimba mu nda", "kuruka", "kubura amazi mu mubiri"], "Appendicitis": ["kubabara mu nda", "kuribwa cyane ku ruhande rw’iburyo rw’umubiri"], "Migraine": ["umutwe ukabije", "kubabara mu maso", "gukorora"], "Depression": ["agahinda gakabije", "kubura ubushake", "kuribwa umutima"], "Anxiety": ["umutima kwihuta", "guhumeka nabi", "agahinda"], "Arthritis": ["kubabara imitsi", "kugubwa n’umubyimba", "guhinduka kw’imitsi"], "Alzheimer’s disease": ["guta ubwenge", "kwibagirwa", "kudafata neza ibyo uvuga"], "Parkinson’s disease": ["guhindagurika kw’imikaya", "guhagarara nabi", "kubura kugenzura umubiri"], "Epilepsy": ["gukorora", "guturika umutwe", "kudakora neza kw’imikaya"], "Hepatitis": ["uruhu guhindura ibara", "umuriro", "kubabara mu nda"], "Chickenpox": ["ibisebe ku mubiri", "umuriro", "gukorora"], "Measles": ["ibisebe ku mubiri", "umuriro", "uburwayi bwo mu maso"], "Mumps": ["kubabara amabya", "umuriro", "gukorora"], "Rubella": ["umuriro", "ibisebe ku mubiri", "gukorora"], "Cholera": ["kubyimba mu nda", "kuruka", "kuribwa mu nda"], "Typhoid": ["umuriro ukabije", "kuribwa mu nda", "inkorora"], "Dengue": ["umuriro ukabije", "kubabara imitsi", "kubabara umutwe"], "Ebola": ["kuribwa mu nda", "umuriro", "guhagarara k'amaraso"], "Rabies": ["gukorora", "guhumeka nabi", "kubura ubushobozi bwo kugenda"], "Smallpox": ["ibisebe ku mubiri", "umuriro", "gukorora"], "HIV/AIDS": ["gucika intege", "kubura ibiro", "inkorora idakira"], "Gonorrhea": ["kuribwa igihe cyo kwihagarika", "kubabara mu nda", "inkorora"], "Syphilis": ["ibisebe ku mubiri", "umuriro", "gukorora"], "Chlamydia": ["inkorora", "kubabara mu nda", "umuriro"], "Herpes": ["ibisebe ku mubiri", "gukorora", "umuriro"], "Influenza": ["umuriro", "gukorora", "umutwe"], "Polio": ["kubura ubushobozi bwo kugenda", "gucika intege", "guhagarara kw’imikaya"], "Yellow Fever": ["umuriro", "kuribwa mu nda", "gukorora"], "Bronchitis": ["inkorora", "guhumeka nabi", "umuriro"], "Emphysema": ["guhumeka nabi", "gukorora", "gucika intege"], "Colitis": ["kuribwa mu nda", "kubyimba mu nda", "inkorora"], "Crohn’s Disease": ["kuribwa mu nda", "kubyimba mu nda", "kuribwa kw’umubiri"], "Ulcerative Colitis": ["kubyimba mu nda", "inkorora", "kuribwa mu nda"], "Irritable Bowel Syndrome": ["kuribwa mu nda", "guhinduka kw’imikorere y’inkorora", "kubyimba mu nda"], "Gastroenteritis": ["kuruka", "kubyimba mu nda", "inkorora"], "Diverticulitis": ["kuribwa mu nda", "kubyimba mu nda", "gukorora"], "Hernia": ["kubabara mu nda", "kubyimba mu nda", "kuribwa igihe uhagaze"], "Cirrhosis": ["kuribwa mu nda", "kubura ubushake bwo kurya", "kuribwa mu gifu"], "Hepatitis B": ["umuriro", "kuribwa mu nda", "ibibazo by’uruhu"], "Hepatitis C": ["umuriro", "kuribwa mu nda", "gucika intege"], "Leukemia": ["gucika intege", "kubura ibiro", "umuriro"], "Lymphoma": ["gucika intege", "kubura ibiro", "kubabara umutwe"], "Melanoma": ["ibisebe ku ruhu", "kubabara", "impinduka z’uruhu"], "Prostate Cancer": ["kubabara mu nda", "inkorora", "guhagarara k'inkari"], "Breast Cancer": ["kubabara mu mabere", "ibisebe ku mabere", "guhinduka ku mabere"], "Lung Cancer": ["gukorora", "guhumeka nabi", "kubabara mu gituza"], "Cervical Cancer": ["kubabara mu nda", "inkari zifite amaraso", "umuriro"], "Ovarian Cancer": ["kubabara mu nda", "kubura ubushake bwo kurya", "gucika intege"], "Pancreatic Cancer": ["kubabara mu nda", "gucika intege", "kubura ibiro"], "Kidney Cancer": ["kubabara mu nda", "inkari zifite amaraso", "gucika intege"], "Bladder Cancer": ["inkari zifite amaraso", "kubabara igihe uri kwihagarika", "gucika intege"], "Colon Cancer": ["kubabara mu nda", "inkorora", "kubura ibiro"], "Rectal Cancer": ["kubabara mu nda", "inkorora", "amaraso mu nkorora"], "Liver Cancer": ["kubabara mu nda", "kubura ibiro", "gucika intege"], "Esophageal Cancer": ["kubabara igihe urya", "kubura ubushake bwo kurya", "gucika intege"], "Stomach Cancer": ["kubabara mu nda", "kubura ubushake bwo kurya", "inkorora"], "Endometrial Cancer": ["kubabara mu nda", "inkorora", "amaraso mu nkorora"], "Testicular Cancer": ["kubabara ku gitsina", "kubura ubushake bwo gukora imibonano", "gucika intege"], "Thyroid Cancer": ["kubabara mu ijosi", "kubura ubushake bwo kurya", "gucika intege"], "Skin Cancer": ["ibisebe ku ruhu", "impinduka ku ruhu", "kubabara"], } def susuzuma_indwara(ibimenyetso): ibimenyetso = [i.strip().lower() for i in ibimenyetso.split(',')] indwara_ishoboka = [] for indwara, symptoms in indwara_dict.items(): count = sum(symptom in ibimenyetso for symptom in symptoms) if count >= len(symptoms) / 2: indwara_ishoboka.append(f"{indwara} (ibimenyetso bihuye: {count} / {len(symptoms)})") if indwara_ishoboka: return "Indwara ishoboka:\n" + "\n".join(indwara_ishoboka) else: return "Ntibishoboka kumenya indwara ishingiye ku bimenyetso watanze. Nyamuneka saba muganga." iface = gr.Interface( fn=susuzuma_indwara, inputs=gr.Textbox(lines=3, placeholder="Andika ibimenyetso byawe (urugero: umuriro, umutwe, gukorora)"), outputs="text", title="VIATEUR AI Kwamuganga", description="Andika ibimenyetso ufite, AI iguhe indwara ishoboka. Ibi ntibisimbura inama y'umuganga." ) iface.launch()

Update app.py

# Filename: app.py import gradio as gr def check_symptoms(symptoms): symptoms = symptoms.lower() if "umuriro" in symptoms and "umutwe" in symptoms and "gukorora" in symptoms: return "Waba ufite ibimenyetso bya Grippe cyangwa COVID-19. Nywa amazi, ruhuka, kandi ushobora gufata Paracetamol. Saba muganga inama yihariye." elif "kuruka" in symptoms or "guhaguruka bikakugora": return "Ibi bishobora kuba ari ikibazo cy’indwara yo mu nda cyangwa umwuka. Gerageza kunywa amazi gahoro gahoro. Saba muganga." else: return "Sinyashoboye kumenya neza indwara ishingiye ku bimenyetso wampaye. Nyamuneka saba muganga." iface = gr.Interface(fn=check_symptoms, inputs=gr.Textbox(lines=3, placeholder="Andika ibimenyetso byawe hano..."), outputs="text", title="AI y'Ubuvuzi bw'Ibimenyetso", description="Andika ibimenyetso ufite (nko: umutwe, umuriro, gukorora...) maze AI iguhe inama y’ibanze.") iface.launch()

import gradio as gr from PIL import Image import random def analyze_scan(image): # Prototype: dukore simulation y'isesengura findings = [ "Nta bimenyetso by'indwara byabonetse.", "Habonetse tumor ntoya ku gice cya mbere cya scan.", "Ibibyimba bito byabonetse, bisaba gusuzuma birambuye.", "Hari ibisebe ku gice cyo hagati, byasaba kwitonda.", "Scan yerekanye ibimenyetso by'umuvuduko w'amaraso mu bwonko.", "Hari ikimenyetso cy'ibibyimba binini, jya kwa muganga byihutirwa.", ] result = random.choice(findings) # Muri version nyayo, aha niho wakoresha AI model return result iface = gr.Interface( fn=analyze_scan, inputs=gr.Image(type="pil"), outputs="text", title="AI Isesengura Scanner (MRI/CT-scan)", description="Shyiraho ifoto ya MRI cyangwa CT-scan, AI ikwereke ibimenyetso by'indwara hakiri kare." ) iface.launch()

import gradio as gr def education_bot(user_input): user_input = user_input.lower() # Imyitozo y'ibanze yo gusoma reading_practice = "Reba aya magambo: 'Inka, Ihene, Ifi'. Subira usome inshuro 3." # Imyitozo y'ibanze yo kubara math_practice = "Kubara: 2 + 3 = ? Andika igisubizo." # Inyunganizi z'ibibazo by'abana if "gusoma" in user_input: return reading_practice elif "kubara" in user_input or "imibare" in user_input: return math_practice elif "icyibazo" in user_input or "saba" in user_input: return "Mbaza ikibazo cyawe, nanjye nzagerageza kugisubiza neza." else: # Urugero rw'ibisubizo byoroheje ku bibazo by'abana if "2+3" in user_input or "2 + 3" in user_input: return "Igisubizo ni 5." elif "inka" in user_input: return "Inka ni inyamaswa itanga amata." else: return "Mbabarira, sindasobanukiwe neza ikibazo cyawe. Gerageza kubaza ikindi." iface = gr.Interface( fn=education_bot, inputs=gr.Textbox(lines=2, placeholder="Andika ikibazo cyawe hano..."), outputs="text", title="Viateur AI mu Burezi 📚", description="Andika 'gusoma' cyangwa 'kubara' ubone imyitozo, cyangwa usabe ubufasha ku bibazo byawe." ) iface.launch()