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()

app.py

@@ -1,22 +1,100 @@
-# Filename: app.py
 import gradio as gr
 
-def check_symptoms(symptoms):
-    symptoms = symptoms.lower()
+# 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 "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."
+    if indwara_ishoboka:
+        return "Indwara ishoboka:\n" + "\n".join(indwara_ishoboka)
     else:
-        return "Sinyashoboye kumenya neza indwara ishingiye ku bimenyetso wampaye. Nyamuneka saba muganga."
+        return "Ntibishoboka kumenya indwara ishingiye ku bimenyetso watanze. Nyamuneka saba muganga."
 
-iface = gr.Interface(fn=check_symptoms,
-                     inputs=gr.Textbox(lines=3, placeholder="Andika ibimenyetso byawe hano..."),
-                     outputs="text",
-                     title="AI  Viateur y'Ubuvuzi bw'Ibimenyetso",
-                     description="Andika ibimenyetso ufite (nko: umutwe, umuriro, gukorora...) maze AI iguhe inama y’ibanze.")
+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()
-
-