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()

app.py

@@ -1,6 +1,7 @@
+
+
 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"],
@@ -76,7 +77,6 @@ indwara_dict = {
 }
 
 def susuzuma_indwara(ibimenyetso):
-    # Tandukanya ibimenyetso ukoresheje ',' ukuremo utubazo n'inyuguti nto
     ibimenyetso = [i.strip().lower() for i in ibimenyetso.split(',')]
     indwara_ishoboka = []
 
@@ -90,17 +90,14 @@ def susuzuma_indwara(ibimenyetso):
     else:
         return "Ntibishoboka kumenya indwara ishingiye ku bimenyetso watanze. Nyamuneka saba muganga."
 
-iface = gr.Interface(
-    fn=susuzuma_indwara,
-    inputs=gr.Textbox(
+with gr.Blocks() as iface:
+    textbox = 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."
-)
+        label="Ibimenyetso"
+    )
+    output = gr.Textbox(label="Indwara Ishoboka")
 
-iface.launch()
+    textbox.submit(susuzuma_indwara, inputs=textbox, outputs=output)
 
+iface.launch()