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breed_health_info.py

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+breed_health_info = {
+    "Afghan_Hound": {
+        "health_notes": """
+        Common breed-specific health considerations (Source: AKC):
+        • Hip dysplasia
+        • Juvenile cataracts
+        • Laryngeal paralysis
+        • Hypothyroidism
+        
+        Recommended health screenings:
+        • Hip evaluation
+        • Thyroid evaluation
+        • Eye examination
+        • Regular dental check-ups
+        """,
+        "source": "AKC Health Database, 2024"
+    },
+    
+    "African_Hunting_Dog": {
+        "health_notes": """
+        Common breed-specific health considerations (Source: AKC):
+        • Hip dysplasia
+        • Eye problems
+        • Dental issues
+        • Heat sensitivity
+        
+        Recommended health screenings:
+        • Hip evaluation
+        • Regular eye examinations
+        • Dental check-ups
+        • Temperature tolerance monitoring
+        """,
+        "source": "AKC Health Database, 2024"
+    },
+    
+    "Airedale": {
+        "health_notes": """
+        Common breed-specific health considerations (Source: AKC):
+        • Hip dysplasia
+        • Eye problems including glaucoma
+        • Hypothyroidism
+        • Allergies
+        
+        Recommended health screenings:
+        • Hip and elbow evaluation
+        • Thyroid testing
+        • Eye examination
+        • Regular allergy monitoring
+        """,
+        "source": "AKC Health Database, 2024"
+    },
+    
+    "American_Staffordshire_Terrier": {
+        "health_notes": """
+        Common breed-specific health considerations (Source: AKC):
+        • Hip dysplasia
+        • Cardiac issues
+        • Skin allergies
+        • Cerebellar ataxia
+        
+        Recommended health screenings:
+        • Hip evaluation
+        • Cardiac examination
+        • Regular skin checkups
+        • Genetic testing for cerebellar ataxia
+        """,
+        "source": "AKC Health Database, 2024"
+    },
+    
+    "Appenzeller": {
+        "health_notes": """
+        Common breed-specific health considerations (Source: AKC):
+        • Hip dysplasia
+        • Elbow dysplasia
+        • Hemophilia
+        • Eye problems
+        
+        Recommended health screenings:
+        • Hip and elbow evaluation
+        • Blood clotting tests
+        • Eye examination
+        • Regular joint assessments
+        """,
+        "source": "AKC Health Database, 2024"
+    },
+    
+    "Australian_Terrier": {
+        "health_notes": """
+        Common breed-specific health considerations (Source: AKC):
+        • Diabetes mellitus
+        • Patellar luxation
+        • Thyroid issues
+        • Legg-Calve-Perthes disease
+        
+        Recommended health screenings:
+        • Regular blood sugar monitoring
+        • Patella evaluation
+        • Thyroid testing
+        • Hip and leg examinations
+        """,
+        "source": "AKC Health Database, 2024"
+    },
+    
+    "Bedlington_Terrier": {
+        "health_notes": """
+        Common breed-specific health considerations (Source: AKC):
+        • Copper toxicosis
+        • Retinal dysplasia
+        • Distichiasis
+        • Renal cortical hypoplasia
+        
+        Recommended health screenings:
+        • Liver function tests
+        • Eye examination
+        • Kidney function testing
+        • DNA test for copper toxicosis
+        """,
+        "source": "AKC Health Database, 2024"
+    },
+    
+    "Bernese_Mountain_Dog": {
+        "health_notes": """
+        Common breed-specific health considerations (Source: AKC):
+        • Hip and elbow dysplasia
+        • Cancer (histiocytic sarcoma)
+        • Von Willebrand's disease
+        • Progressive retinal atrophy
+        
+        Recommended health screenings:
+        • Hip and elbow evaluation
+        • Regular cancer screenings
+        • Blood clotting tests
+        • Eye examination
+        """,
+        "source": "AKC Health Database, 2024"
+    },
+    
+    "Blenheim_Spaniel": {
+        "health_notes": """
+        Common breed-specific health considerations (Source: AKC):
+        • Syringomyelia
+        • Mitral valve disease
+        • Patellar luxation
+        • Eye conditions
+        
+        Recommended health screenings:
+        • MRI scanning for syringomyelia
+        • Cardiac examination
+        • Patella evaluation
+        • Regular eye checks
+        """,
+        "source": "AKC Health Database, 2024"
+    },
+    
+    "Border_Collie": {
+        "health_notes": """
+        Common breed-specific health considerations (Source: AKC):
+        • Hip dysplasia
+        • Collie eye anomaly
+        • Epilepsy
+        • Neuronal ceroid lipofuscinosis
+        
+        Recommended health screenings:
+        • Hip evaluation
+        • Eye examination
+        • Neurological assessment
+        • DNA testing for genetic conditions
+        """,
+        "source": "AKC Health Database, 2024"
+    },
+
+    "Border_Terrier": {
+        "health_notes": """
+        Common breed-specific health considerations (Source: AKC):
+        • Spike's disease (CECS)
+        • Hip dysplasia
+        • Heart problems
+        • Progressive retinal atrophy
+        
+        Recommended health screenings:
+        • Regular neurological examinations
+        • Hip evaluation
+        • Cardiac examination
+        • Eye examination
+        """,
+        "source": "AKC Health Database, 2024"
+    },
+    
+    "Boston_Bull": {
+        "health_notes": """
+        Common breed-specific health considerations (Source: AKC):
+        • Patellar luxation
+        • Cataracts
+        • Deafness
+        • Brachycephalic syndrome
+        
+        Recommended health screenings:
+        • Patella evaluation
+        • Eye examination
+        • Hearing tests
+        • Regular respiratory assessment
+        """,
+        "source": "AKC Health Database, 2024"
+    },
+    
+    "Bouvier_Des_Flandres": {
+        "health_notes": """
+        Common breed-specific health considerations (Source: AKC):
+        • Hip dysplasia
+        • Elbow dysplasia
+        • Glaucoma
+        • Hypothyroidism
+        
+        Recommended health screenings:
+        • Hip and elbow evaluation
+        • Eye examination
+        • Thyroid testing
+        • Regular joint assessments
+        """,
+        "source": "AKC Health Database, 2024"
+    },
+    
+    "Brabancon_Griffon": {
+        "health_notes": """
+        Common breed-specific health considerations (Source: AKC):
+        • Syringomyelia
+        • Patellar luxation
+        • Eye problems
+        • Respiratory issues
+        
+        Recommended health screenings:
+        • MRI screening
+        • Patella evaluation
+        • Eye examination
+        • Regular respiratory checks
+        """,
+        "source": "AKC Health Database, 2024"
+    },
+    
+    "Brittany_Spaniel": {
+        "health_notes": """
+        Common breed-specific health considerations (Source: AKC):
+        • Hip dysplasia
+        • Epilepsy
+        • Hypothyroidism
+        • Eye problems
+        
+        Recommended health screenings:
+        • Hip evaluation
+        • Thyroid testing
+        • Eye examination
+        • Regular neurological check-ups
+        """,
+        "source": "AKC Health Database, 2024"
+    },
+    
+    "Cardigan": {
+        "health_notes": """
+        Common breed-specific health considerations (Source: AKC):
+        • Hip dysplasia
+        • Progressive retinal atrophy
+        • Degenerative myelopathy
+        • Intervertebral disk disease
+        
+        Recommended health screenings:
+        • Hip evaluation
+        • Eye examination
+        • DNA test for DM
+        • Regular spine assessments
+        """,
+        "source": "AKC Health Database, 2024"
+    },
+    
+    "Chesapeake_Bay_Retriever": {
+        "health_notes": """
+        Common breed-specific health considerations (Source: AKC):
+        • Hip dysplasia
+        • Progressive retinal atrophy
+        • Degenerative myelopathy
+        • Von Willebrand's disease
+        
+        Recommended health screenings:
+        • Hip and elbow evaluation
+        • Eye examination
+        • DNA testing for PRA
+        • Blood clotting tests
+        """,
+        "source": "AKC Health Database, 2024"
+    },
+    
+    "Chihuahua": {
+        "health_notes": """
+        Common breed-specific health considerations (Source: AKC):
+        • Patellar luxation
+        • Heart murmurs
+        • Hydrocephalus
+        • Dental problems
+        
+        Recommended health screenings:
+        • Patella evaluation
+        • Cardiac examination
+        • Regular dental check-ups
+        • Neurological assessment
+        """,
+        "source": "AKC Health Database, 2024"
+    },
+    
+    "Dandie_Dinmont": {
+        "health_notes": """
+        Common breed-specific health considerations (Source: AKC):
+        • Glaucoma
+        • Intervertebral disk disease
+        • Hypothyroidism
+        • Eye problems
+        
+        Recommended health screenings:
+        • Eye examination
+        • Spine evaluation
+        • Thyroid testing
+        • Regular joint assessments
+        """,
+        "source": "AKC Health Database, 2024"
+    },
+    
+    "Doberman": {
+        "health_notes": """
+        Common breed-specific health considerations (Source: AKC):
+        • Dilated cardiomyopathy
+        • Von Willebrand's disease
+        • Hip dysplasia
+        • Cervical vertebral instability
+        
+        Recommended health screenings:
+        • Cardiac examination
+        • Blood clotting tests
+        • Hip evaluation
+        • Regular spine assessments
+        """,
+        "source": "AKC Health Database, 2024"
+    },
+
+      "English_Foxhound": {
+       "health_notes": """
+       Common breed-specific health considerations (Source: AKC):
+       • Hip dysplasia
+       • Renal disease
+       • Epilepsy
+       • Thrombocytopathy
+       
+       Recommended health screenings:
+       • Hip evaluation
+       • Kidney function tests
+       • Regular neurological exams
+       • Blood platelet testing
+       """,
+       "source": "AKC Health Database, 2024"
+   },
+   
+   "English_Setter": {
+       "health_notes": """
+       Common breed-specific health considerations (Source: AKC):
+       • Hip dysplasia
+       • Elbow dysplasia
+       • Hypothyroidism
+       • Deafness
+       
+       Recommended health screenings:
+       • Hip and elbow evaluation
+       • Thyroid testing
+       • Hearing tests
+       • Regular joint assessments
+       """,
+       "source": "AKC Health Database, 2024"
+   },
+   
+   "English_Springer": {
+       "health_notes": """
+       Common breed-specific health considerations (Source: AKC):
+       • Hip dysplasia
+       • Progressive retinal atrophy
+       • Phosphofructokinase deficiency
+       • Ear infections
+       
+       Recommended health screenings:
+       • Hip evaluation
+       • Eye examination
+       • DNA testing for PFK
+       • Regular ear checks
+       """,
+       "source": "AKC Health Database, 2024"
+   },
+   
+   "EntleBucher": {
+       "health_notes": """
+       Common breed-specific health considerations (Source: AKC):
+       • Hip dysplasia
+       • Progressive retinal atrophy
+       • Hemolytic anemia
+       • Ectopic ureters
+       
+       Recommended health screenings:
+       • Hip evaluation
+       • Eye examination
+       • Blood tests
+       • Urinary tract assessment
+       """,
+       "source": "AKC Health Database, 2024"
+   },
+   
+   "Eskimo_Dog": {
+       "health_notes": """
+       Common breed-specific health considerations (Source: AKC):
+       • Hip dysplasia
+       • Progressive retinal atrophy
+       • Bloat
+       • Heat sensitivity
+       
+       Recommended health screenings:
+       • Hip evaluation
+       • Eye examination
+       • Regular bloat prevention
+       • Temperature tolerance monitoring
+       """,
+       "source": "AKC Health Database, 2024"
+   },
+   
+   "French_Bulldog": {
+       "health_notes": """
+       Common breed-specific health considerations (Source: AKC):
+       • Brachycephalic syndrome
+       • Hip dysplasia
+       • Intervertebral disk disease
+       • Heat sensitivity
+       
+       Recommended health screenings:
+       • Respiratory assessment
+       • Hip evaluation
+       • Spine examination
+       • Regular temperature monitoring
+       """,
+       "source": "AKC Health Database, 2024"
+   },
+   
+   "German_Shepherd": {
+       "health_notes": """
+       Common breed-specific health considerations (Source: AKC):
+       • Hip dysplasia
+       • Elbow dysplasia
+       • Degenerative myelopathy
+       • Bloat
+       
+       Recommended health screenings:
+       • Hip and elbow evaluation
+       • DNA testing for DM
+       • Regular spine assessments
+       • Bloat prevention monitoring
+       """,
+       "source": "AKC Health Database, 2024"
+   },
+   
+   "German_Short-Haired_Pointer": {
+       "health_notes": """
+       Common breed-specific health considerations (Source: AKC):
+       • Hip dysplasia
+       • Lymphedema
+       • Von Willebrand's disease
+       • Entropion
+       
+       Recommended health screenings:
+       • Hip evaluation
+       • Regular lymphatic checks
+       • Blood clotting tests
+       • Eye examination
+       """,
+       "source": "AKC Health Database, 2024"
+   },
+   
+   "Gordon_Setter": {
+       "health_notes": """
+       Common breed-specific health considerations (Source: AKC):
+       • Hip dysplasia
+       • Elbow dysplasia
+       • Cerebellar abiotrophy
+       • Progressive retinal atrophy
+       
+       Recommended health screenings:
+       • Hip and elbow evaluation
+       • Neurological assessment
+       • Eye examination
+       • Regular joint checks
+       """,
+       "source": "AKC Health Database, 2024"
+   },
+   
+   "Great_Dane": {
+       "health_notes": """
+       Common breed-specific health considerations (Source: AKC):
+       • Hip dysplasia
+       • Bloat
+       • Cardiomyopathy
+       • Wobbler syndrome
+       
+       Recommended health screenings:
+       • Hip evaluation
+       • Cardiac examination
+       • Regular bloat prevention
+       • Spine assessment
+       """,
+       "source": "AKC Health Database, 2024"
+   },
+    
+   "Great_Pyrenees": {
+       "health_notes": """
+       Common breed-specific health considerations (Source: AKC):
+       • Hip dysplasia
+       • Elbow dysplasia
+       • Bloat
+       • Patellar luxation
+       
+       Recommended health screenings:
+       • Hip and elbow evaluation
+       • Regular bloat prevention
+       • Patella evaluation
+       • Eye examination
+       """,
+       "source": "AKC Health Database, 2024"
+   },
+   
+   "Greater_Swiss_Mountain_Dog": {
+       "health_notes": """
+       Common breed-specific health considerations (Source: AKC):
+       • Hip dysplasia
+       • Elbow dysplasia
+       • Bloat
+       • Epilepsy
+       
+       Recommended health screenings:
+       • Hip and elbow evaluation
+       • Regular bloat monitoring
+       • Neurological assessment
+       • Eye examination
+       """,
+       "source": "AKC Health Database, 2024"
+   },
+   
+   "Ibizan_Hound": {
+       "health_notes": """
+       Common breed-specific health considerations (Source: AKC):
+       • Retinal degeneration
+       • Seizures
+       • Allergies
+       • Hip dysplasia
+       
+       Recommended health screenings:
+       • Eye examination
+       • Neurological assessment
+       • Allergy testing
+       • Hip evaluation
+       """,
+       "source": "AKC Health Database, 2024"
+   },
+   
+   "Irish_Setter": {
+       "health_notes": """
+       Common breed-specific health considerations (Source: AKC):
+       • Hip dysplasia
+       • Progressive retinal atrophy
+       • Bloat
+       • Epilepsy
+       
+       Recommended health screenings:
+       • Hip evaluation
+       • Eye examination
+       • Regular bloat prevention
+       • Neurological assessment
+       """,
+       "source": "AKC Health Database, 2024"
+   },
+   
+   "Irish_Terrier": {
+       "health_notes": """
+       Common breed-specific health considerations (Source: AKC):
+       • Hyperkeratosis
+       • Cystinuria
+       • Musculoskeletal problems
+       • Eye problems
+       
+       Recommended health screenings:
+       • Regular paw pad checks
+       • Urinary testing
+       • Joint evaluation
+       • Eye examination
+       """,
+       "source": "AKC Health Database, 2024"
+   },
+   
+   "Irish_Water_Spaniel": {
+       "health_notes": """
+       Common breed-specific health considerations (Source: AKC):
+       • Hip dysplasia
+       • Elbow dysplasia
+       • Eye problems
+       • Follicular dysplasia
+       
+       Recommended health screenings:
+       • Hip and elbow evaluation
+       • Eye examination
+       • Regular skin checks
+       • Thyroid testing
+       """,
+       "source": "AKC Health Database, 2024"
+   },
+   
+   "Irish_Wolfhound": {
+       "health_notes": """
+       Common breed-specific health considerations (Source: AKC):
+       • Heart disease
+       • Osteosarcoma
+       • Hip dysplasia
+       • Von Willebrand's disease
+       
+       Recommended health screenings:
+       • Cardiac examination
+       • Regular cancer screening
+       • Hip evaluation
+       • Blood clotting tests
+       """,
+       "source": "AKC Health Database, 2024"
+   },
+   
+   "Italian_Greyhound": {
+       "health_notes": """
+       Common breed-specific health considerations (Source: AKC):
+       • Epilepsy
+       • Patellar luxation
+       • Progressive retinal atrophy
+       • Periodontal disease
+       
+       Recommended health screenings:
+       • Neurological assessment
+       • Patella evaluation
+       • Eye examination
+       • Regular dental checks
+       """,
+       "source": "AKC Health Database, 2024"
+   },
+   
+   "Japanese_Spaniel": {
+       "health_notes": """
+       Common breed-specific health considerations (Source: AKC):
+       • Heart murmurs
+       • Patellar luxation
+       • Eye problems
+       • Respiratory issues
+       
+       Recommended health screenings:
+       • Cardiac examination
+       • Patella evaluation
+       • Eye examination
+       • Regular respiratory checks
+       """,
+       "source": "AKC Health Database, 2024"
+   },
+   
+   "Kerry_Blue_Terrier": {
+       "health_notes": """
+       Common breed-specific health considerations (Source: AKC):
+       • Hip dysplasia
+       • Eye problems
+       • Cysts
+       • Spiculosis
+       
+       Recommended health screenings:
+       • Hip evaluation
+       • Eye examination
+       • Regular skin checks
+       • Dental examination
+       """,
+       "source": "AKC Health Database, 2024"
+   },
+
+   "Labrador_Retriever": {
+       "health_notes": """
+       Common breed-specific health considerations (Source: AKC):
+       • Hip and elbow dysplasia
+       • Exercise-induced collapse
+       • Progressive retinal atrophy
+       • Bloat
+       
+       Recommended health screenings:
+       • Hip and elbow evaluation
+       • DNA test for EIC
+       • Eye examination
+       • Regular weight monitoring
+       """,
+       "source": "AKC Health Database, 2024"
+   },
+   
+   "Lakeland_Terrier": {
+       "health_notes": """
+       Common breed-specific health considerations (Source: AKC):
+       • Legg-Calve-Perthes disease
+       • Eye problems
+       • Skin allergies
+       • Von Willebrand's disease
+       
+       Recommended health screenings:
+       • Leg joint evaluation
+       • Eye examination
+       • Skin allergy testing
+       • Blood clotting tests
+       """,
+       "source": "AKC Health Database, 2024"
+   },
+   
+   "Leonberg": {
+       "health_notes": """
+       Common breed-specific health considerations (Source: AKC):
+       • Hip dysplasia
+       • Osteosarcoma
+       • Bloat
+       • Polyneuropathy
+       
+       Recommended health screenings:
+       • Hip evaluation
+       • Regular cancer screening
+       • Bloat prevention monitoring
+       • Neurological assessment
+       """,
+       "source": "AKC Health Database, 2024"
+   },
+   
+   "Lhasa": {
+       "health_notes": """
+       Common breed-specific health considerations (Source: AKC):
+       • Kidney dysfunction
+       • Progressive retinal atrophy
+       • Cherry eye
+       • Patellar luxation
+       
+       Recommended health screenings:
+       • Kidney function tests
+       • Eye examination
+       • Patella evaluation
+       • Regular dental checks
+       """,
+       "source": "AKC Health Database, 2024"
+   },
+   
+   "Maltese_Dog": {
+       "health_notes": """
+       Common breed-specific health considerations (Source: AKC):
+       • Patellar luxation
+       • White shaker syndrome
+       • Portosystemic shunt
+       • Progressive retinal atrophy
+       
+       Recommended health screenings:
+       • Patella evaluation
+       • Neurological assessment
+       • Liver function tests
+       • Eye examination
+       """,
+       "source": "AKC Health Database, 2024"
+   },
+   
+   "Mexican_Hairless": {
+       "health_notes": """
+       Common breed-specific health considerations (Source: AKC):
+       • Dental issues
+       • Skin problems
+       • Progressive retinal atrophy
+       • Patellar luxation
+       
+       Recommended health screenings:
+       • Regular dental checks
+       • Skin examinations
+       • Eye examination
+       • Patella evaluation
+       """,
+       "source": "AKC Health Database, 2024"
+   },
+   
+   "Newfoundland": {
+       "health_notes": """
+       Common breed-specific health considerations (Source: AKC):
+       • Hip dysplasia
+       • Subvalvular aortic stenosis
+       • Cystinuria
+       • Bloat
+       
+       Recommended health screenings:
+       • Hip evaluation
+       • Cardiac examination
+       • Urinary testing
+       • Regular bloat monitoring
+       """,
+       "source": "AKC Health Database, 2024"
+   },
+   
+   "Norfolk_Terrier": {
+       "health_notes": """
+       Common breed-specific health considerations (Source: AKC):
+       • Patellar luxation
+       • Mitral valve disease
+       • Hip dysplasia
+       • Eye problems
+       
+       Recommended health screenings:
+       • Patella evaluation
+       • Cardiac examination
+       • Hip evaluation
+       • Eye examination
+       """,
+       "source": "AKC Health Database, 2024"
+   },
+   
+   "Norwegian_Elkhound": {
+       "health_notes": """
+       Common breed-specific health considerations (Source: AKC):
+       • Hip dysplasia
+       • Progressive retinal atrophy
+       • Fanconi syndrome
+       • Hypothyroidism
+       
+       Recommended health screenings:
+       • Hip evaluation
+       • Eye examination
+       • Kidney function tests
+       • Thyroid testing
+       """,
+       "source": "AKC Health Database, 2024"
+   },
+   
+   "Norwich_Terrier": {
+       "health_notes": """
+       Common breed-specific health considerations (Source: AKC):
+       • Upper airway syndrome
+       • Hip dysplasia
+       • Eye problems
+       • Epilepsy
+       
+       Recommended health screenings:
+       • Respiratory assessment
+       • Hip evaluation
+       • Eye examination
+       • Neurological check-ups
+       """,
+       "source": "AKC Health Database, 2024"
+   },
+
+   "Old_English_Sheepdog": {
+       "health_notes": """
+       Common breed-specific health considerations (Source: AKC):
+       • Hip dysplasia
+       • Cerebellar ataxia
+       • Primary ciliary dyskinesia
+       • Deafness
+       
+       Recommended health screenings:
+       • Hip evaluation
+       • Neurological assessment
+       • Respiratory function tests
+       • Hearing tests
+       """,
+       "source": "AKC Health Database, 2024"
+   },
+   
+   "Pekinese": {
+       "health_notes": """
+       Common breed-specific health considerations (Source: AKC):
+       • Brachycephalic syndrome
+       • Progressive retinal atrophy
+       • Heart problems
+       • Patellar luxation
+       
+       Recommended health screenings:
+       • Respiratory assessment
+       • Eye examination
+       • Cardiac examination
+       • Patella evaluation
+       """,
+       "source": "AKC Health Database, 2024"
+   },
+   
+   "Pembroke": {
+       "health_notes": """
+       Common breed-specific health considerations (Source: AKC):
+       • Hip dysplasia
+       • Degenerative myelopathy
+       • Von Willebrand's disease
+       • Progressive retinal atrophy
+       
+       Recommended health screenings:
+       • Hip evaluation
+       • DNA test for DM
+       • Blood clotting tests
+       • Eye examination
+       """,
+       "source": "AKC Health Database, 2024"
+   },
+   
+   "Pomeranian": {
+       "health_notes": """
+       Common breed-specific health considerations (Source: AKC):
+       • Patent ductus arteriosus
+       • Collapsed trachea
+       • Alopecia X
+       • Patellar luxation
+       
+       Recommended health screenings:
+       • Cardiac examination
+       • Respiratory assessment
+       • Regular coat evaluations
+       • Patella evaluation
+       """,
+       "source": "AKC Health Database, 2024"
+   },
+   
+   "Rhodesian_Ridgeback": {
+       "health_notes": """
+       Common breed-specific health considerations (Source: AKC):
+       • Hip dysplasia
+       • Dermoid sinus
+       • Thyroid problems
+       • Bloat
+       
+       Recommended health screenings:
+       • Hip evaluation
+       • Thyroid testing
+       • Regular skin checks
+       • Bloat prevention monitoring
+       """,
+       "source": "AKC Health Database, 2024"
+   },
+   
+   "Rottweiler": {
+       "health_notes": """
+       Common breed-specific health considerations (Source: AKC):
+       • Hip dysplasia
+       • Aortic stenosis
+       • Elbow dysplasia
+       • Osteosarcoma
+       
+       Recommended health screenings:
+       • Hip and elbow evaluation
+       • Cardiac examination
+       • Regular cancer screening
+       • Eye examination
+       """,
+       "source": "AKC Health Database, 2024"
+   },
+   
+   "Saint_Bernard": {
+       "health_notes": """
+       Common breed-specific health considerations (Source: AKC):
+       • Hip dysplasia
+       • Elbow dysplasia
+       • Bloat
+       • Entropion
+       
+       Recommended health screenings:
+       • Hip and elbow evaluation
+       • Regular bloat monitoring
+       • Eye examination
+       • Cardiac assessment
+       """,
+       "source": "AKC Health Database, 2024"
+   },
+   
+   "Saluki": {
+       "health_notes": """
+       Common breed-specific health considerations (Source: AKC):
+       • Cardiac issues
+       • Hypothyroidism
+       • Hemangiosarcoma
+       • Eye problems
+       
+       Recommended health screenings:
+       • Cardiac examination
+       • Thyroid testing
+       • Regular cancer screening
+       • Eye examination
+       """,
+       "source": "AKC Health Database, 2024"
+   },
+   
+   "Samoyed": {
+       "health_notes": """
+       Common breed-specific health considerations (Source: AKC):
+       • Hip dysplasia
+       • Progressive retinal atrophy
+       • Diabetes mellitus
+       • Heart conditions
+       
+       Recommended health screenings:
+       • Hip evaluation
+       • Eye examination
+       • Regular blood sugar monitoring
+       • Cardiac examination
+       """,
+       "source": "AKC Health Database, 2024"
+   },
+   
+   "Scotch_Terrier": {
+       "health_notes": """
+       Common breed-specific health considerations (Source: AKC):
+       • Von Willebrand's disease
+       • Craniomandibular osteopathy
+       • Cerebellar abiotrophy
+       • Thyroid problems
+       
+       Recommended health screenings:
+       • Blood clotting tests
+       • Skull development monitoring
+       • Neurological assessment
+       • Thyroid testing
+       """,
+       "source": "AKC Health Database, 2024"
+   },
+
+   "Scottish_Deerhound": {
+       "health_notes": """
+       Common breed-specific health considerations (Source: AKC):
+       • Cardiomyopathy
+       • Bloat
+       • Cystinuria
+       • Osteosarcoma
+       
+       Recommended health screenings:
+       • Cardiac examination
+       • Regular bloat monitoring
+       • Urinary testing
+       • Regular bone cancer screening
+       """,
+       "source": "AKC Health Database, 2024"
+   },
+   
+   "Sealyham_Terrier": {
+       "health_notes": """
+       Common breed-specific health considerations (Source: AKC):
+       • Lens luxation
+       • Retinal dysplasia
+       • Hip dysplasia
+       • Thyroid problems
+       
+       Recommended health screenings:
+       • Eye examination
+       • Hip evaluation
+       • Thyroid testing
+       • Regular dental checks
+       """,
+       "source": "AKC Health Database, 2024"
+   },
+   
+   "Shetland_Sheepdog": {
+       "health_notes": """
+       Common breed-specific health considerations (Source: AKC):
+       • Collie eye anomaly
+       • Hip dysplasia
+       • Von Willebrand's disease
+       • Thyroid problems
+       
+       Recommended health screenings:
+       • Eye examination
+       • Hip evaluation
+       • Blood clotting tests
+       • Thyroid testing
+       """,
+       "source": "AKC Health Database, 2024"
+   },
+   
+   "Shih-Tzu": {
+       "health_notes": """
+       Common breed-specific health considerations (Source: AKC):
+       • Brachycephalic syndrome
+       • Hip dysplasia
+       • Eye problems
+       • Patellar luxation
+       
+       Recommended health screenings:
+       • Respiratory assessment
+       • Hip evaluation
+       • Eye examination
+       • Patella evaluation
+       """,
+       "source": "AKC Health Database, 2024"
+   },
+   
+   "Siberian_Husky": {
+       "health_notes": """
+       Common breed-specific health considerations (Source: AKC):
+       • Hip dysplasia
+       • Eye problems
+       • Hypothyroidism
+       • Progressive retinal atrophy
+       
+       Recommended health screenings:
+       • Hip evaluation
+       • Eye examination
+       • Thyroid testing
+       • Regular joint assessment
+       """,
+       "source": "AKC Health Database, 2024"
+   },
+   
+   "Staffordshire_Bullterrier": {
+       "health_notes": """
+       Common breed-specific health considerations (Source: AKC):
+       • L-2-hydroxyglutaric aciduria
+       • Hip dysplasia
+       • Patellar luxation
+       • Cataracts
+       
+       Recommended health screenings:
+       • L2-HGA DNA testing
+       • Hip evaluation
+       • Patella evaluation
+       • Eye examination
+       """,
+       "source": "AKC Health Database, 2024"
+   },
+   
+   "Sussex_Spaniel": {
+       "health_notes": """
+       Common breed-specific health considerations (Source: AKC):
+       • Hip dysplasia
+       • Pulmonary stenosis
+       • Intervertebral disk disease
+       • Eye problems
+       
+       Recommended health screenings:
+       • Hip evaluation
+       • Cardiac examination
+       • Spine evaluation
+       • Eye examination
+       """,
+       "source": "AKC Health Database, 2024"
+   },
+   
+   "Tibetan_Mastiff": {
+       "health_notes": """
+       Common breed-specific health considerations (Source: AKC):
+       • Hip dysplasia
+       • Elbow dysplasia
+       • Hypothyroidism
+       • Autoimmune problems
+       
+       Recommended health screenings:
+       • Hip and elbow evaluation
+       • Thyroid testing
+       • Immune system assessment
+       • Regular joint checks
+       """,
+       "source": "AKC Health Database, 2024"
+   },
+   
+   "Tibetan_Terrier": {
+       "health_notes": """
+       Common breed-specific health considerations (Source: AKC):
+       • Hip dysplasia
+       • Progressive retinal atrophy
+       • Lens luxation
+       • Neurological problems
+       
+       Recommended health screenings:
+       • Hip evaluation
+       • Eye examination
+       • Neurological assessment
+       • Regular joint checks
+       """,
+       "source": "AKC Health Database, 2024"
+   },
+   
+   "Walker_Hound": {
+       "health_notes": """
+       Common breed-specific health considerations (Source: AKC):
+       • Hip dysplasia
+       • Eye problems
+       • Ear infections
+       • Thrombopathia
+       
+       Recommended health screenings:
+       • Hip evaluation
+       • Eye examination
+       • Regular ear checks
+       • Blood platelet testing
+       """,
+       "source": "AKC Health Database, 2024"
+   },
+
+   "Weimaraner": {
+       "health_notes": """
+       Common breed-specific health considerations (Source: AKC):
+       • Hip dysplasia
+       • Von Willebrand's disease
+       • Gastric torsion
+       • Distichiasis
+       
+       Recommended health screenings:
+       • Hip evaluation
+       • Blood clotting tests
+       • Regular bloat monitoring
+       • Eye examination
+       """,
+       "source": "AKC Health Database, 2024"
+   },
+   
+   "Welsh_Springer_Spaniel": {
+       "health_notes": """
+       Common breed-specific health considerations (Source: AKC):
+       • Hip dysplasia
+       • Eye problems
+       • Epilepsy
+       • Thyroid problems
+       
+       Recommended health screenings:
+       • Hip evaluation
+       • Eye examination
+       • Neurological assessment
+       • Thyroid testing
+       """,
+       "source": "AKC Health Database, 2024"
+   },
+   
+   "West_Highland_White_Terrier": {
+       "health_notes": """
+       Common breed-specific health considerations (Source: AKC):
+       • Craniomandibular osteopathy
+       • Pulmonary fibrosis
+       • White shaker syndrome
+       • Skin problems
+       
+       Recommended health screenings:
+       • Skull development monitoring
+       • Respiratory assessment
+       • Neurological examination
+       • Regular skin checks
+       """,
+       "source": "AKC Health Database, 2024"
+   },
+   
+   "Yorkshire_Terrier": {
+       "health_notes": """
+       Common breed-specific health considerations (Source: AKC):
+       • Patellar luxation
+       • Portosystemic shunt
+       • Progressive retinal atrophy
+       • Collapsed trachea
+       
+       Recommended health screenings:
+       • Patella evaluation
+       • Liver function tests
+       • Eye examination
+       • Respiratory assessment
+       """,
+       "source": "AKC Health Database, 2024"
+   },
+   
+   "Affenpinscher": {
+       "health_notes": """
+       Common breed-specific health considerations (Source: AKC):
+       • Patent ductus arteriosus
+       • Hip dysplasia
+       • Corneal ulcers
+       • Patellar luxation
+       
+       Recommended health screenings:
+       • Cardiac examination
+       • Hip evaluation
+       • Eye examination
+       • Patella evaluation
+       """,
+       "source": "AKC Health Database, 2024"
+   },
+   
+   "Basenji": {
+       "health_notes": """
+       Common breed-specific health considerations (Source: AKC):
+       • Fanconi syndrome
+       • Persistent pupillary membranes
+       • Hip dysplasia
+       • Immunoproliferative enteropathy
+       
+       Recommended health screenings:
+       • Kidney function tests
+       • Eye examination
+       • Hip evaluation
+       • Regular digestive monitoring
+       """,
+       "source": "AKC Health Database, 2024"
+   },
+   
+   "Basset": {
+       "health_notes": """
+       Common breed-specific health considerations (Source: AKC):
+       • Glaucoma
+       • Elbow dysplasia
+       • Thrombopathia
+       • Von Willebrand's disease
+       
+       Recommended health screenings:
+       • Eye examination
+       • Elbow evaluation
+       • Blood platelet testing
+       • Blood clotting tests
+       """,
+       "source": "AKC Health Database, 2024"
+   },
+   
+   "Beagle": {
+       "health_notes": """
+       Common breed-specific health considerations (Source: AKC):
+       • Hip dysplasia
+       • Eye disorders
+       • Epilepsy
+       • Hypothyroidism
+       
+       Recommended health screenings:
+       • Hip evaluation
+       • Eye examination
+       • Neurological assessment
+       • Thyroid testing
+       """,
+       "source": "AKC Health Database, 2024"
+   },
+   
+   "Black-and-Tan_Coonhound": {
+       "health_notes": """
+       Common breed-specific health considerations (Source: AKC):
+       • Hip dysplasia
+       • Ear infections
+       • Eye problems
+       • Bloat
+       
+       Recommended health screenings:
+       • Hip evaluation
+       • Regular ear checks
+       • Eye examination
+       • Bloat prevention monitoring
+       """,
+       "source": "AKC Health Database, 2024"
+   },
+   
+   "Bloodhound": {
+       "health_notes": """
+       Common breed-specific health considerations (Source: AKC):
+       • Hip dysplasia
+       • Elbow dysplasia
+       • Bloat
+       • Entropion
+       
+       Recommended health screenings:
+       • Hip and elbow evaluation
+       • Regular bloat monitoring
+       • Eye examination
+       • Regular skin fold checks
+       """,
+       "source": "AKC Health Database, 2024"
+   },
+
+   "Bluetick": {
+       "health_notes": """
+       Common breed-specific health considerations (Source: AKC):
+       • Hip dysplasia
+       • Ear infections
+       • Bloat
+       • Eye problems
+       
+       Recommended health screenings:
+       • Hip evaluation
+       • Regular ear checks
+       • Bloat prevention monitoring
+       • Eye examination
+       """,
+       "source": "AKC Health Database, 2024"
+   },
+   
+   "Borzoi": {
+       "health_notes": """
+       Common breed-specific health considerations (Source: AKC):
+       • Progressive retinal atrophy
+       • Cardiac issues
+       • Bloat
+       • Hypothyroidism
+       
+       Recommended health screenings:
+       • Eye examination
+       • Cardiac examination
+       • Regular bloat monitoring
+       • Thyroid testing
+       """,
+       "source": "AKC Health Database, 2024"
+   },
+   
+   "Boxer": {
+       "health_notes": """
+       Common breed-specific health considerations (Source: AKC):
+       • Aortic stenosis
+       • Cardiomyopathy
+       • Hip dysplasia
+       • Thyroid problems
+       
+       Recommended health screenings:
+       • Cardiac examination
+       • Hip evaluation
+       • Thyroid testing
+       • Regular cancer screening
+       """,
+       "source": "AKC Health Database, 2024"
+   },
+   
+   "Briard": {
+       "health_notes": """
+       Common breed-specific health considerations (Source: AKC):
+       • Hip dysplasia
+       • Progressive retinal atrophy
+       • Congenital stationary night blindness
+       • Gastric torsion
+       
+       Recommended health screenings:
+       • Hip evaluation
+       • Eye examination
+       • Night vision testing
+       • Regular bloat monitoring
+       """,
+       "source": "AKC Health Database, 2024"
+   },
+   
+   "Bull_Mastiff": {
+       "health_notes": """
+       Common breed-specific health considerations (Source: AKC):
+       • Hip dysplasia
+       • Elbow dysplasia
+       • Cardiac issues
+       • Lymphoma
+       
+       Recommended health screenings:
+       • Hip and elbow evaluation
+       • Cardiac examination
+       • Regular cancer screening
+       • Eye examination
+       """,
+       "source": "AKC Health Database, 2024"
+   },
+   
+   "Cairn": {
+       "health_notes": """
+       Common breed-specific health considerations (Source: AKC):
+       • Globoid cell leukodystrophy
+       • Craniomandibular osteopathy
+       • Lens luxation
+       • Hypothyroidism
+       
+       Recommended health screenings:
+       • DNA testing for GCL
+       • Skull development monitoring
+       • Eye examination
+       • Thyroid testing
+       """,
+       "source": "AKC Health Database, 2024"
+   },
+   
+   "Chow": {
+       "health_notes": """
+       Common breed-specific health considerations (Source: AKC):
+       • Hip dysplasia
+       • Elbow dysplasia
+       • Entropion
+       • Hypothyroidism
+       
+       Recommended health screenings:
+       • Hip and elbow evaluation
+       • Eye examination
+       • Thyroid testing
+       • Regular skin fold checks
+       """,
+       "source": "AKC Health Database, 2024"
+   },
+   
+   "Clumber": {
+       "health_notes": """
+       Common breed-specific health considerations (Source: AKC):
+       • Hip dysplasia
+       • Entropion
+       • Hemophilia B
+       • Pyruvate dehydrogenase phosphatase deficiency
+       
+       Recommended health screenings:
+       • Hip evaluation
+       • Eye examination
+       • Blood clotting tests
+       • PDP1 DNA testing
+       """,
+       "source": "AKC Health Database, 2024"
+   },
+   
+   "Cocker_Spaniel": {
+       "health_notes": """
+       Common breed-specific health considerations (Source: AKC):
+       • Progressive retinal atrophy
+       • Primary glaucoma
+       • Hip dysplasia
+       • Ear infections
+       
+       Recommended health screenings:
+       • Eye examination
+       • Hip evaluation
+       • Regular ear checks
+       • Cardiac assessment
+       """,
+       "source": "AKC Health Database, 2024"
+   },
+   
+   "Collie": {
+       "health_notes": """
+       Common breed-specific health considerations (Source: AKC):
+       • Collie eye anomaly
+       • Progressive retinal atrophy
+       • Hip dysplasia
+       • Dermatomyositis
+       
+       Recommended health screenings:
+       • Eye examination
+       • Hip evaluation
+       • Regular skin checks
+       • MDR1 genetic testing
+       """,
+       "source": "AKC Health Database, 2024"
+   },
+
+   "Curly-Coated_Retriever": {
+       "health_notes": """
+       Common breed-specific health considerations (Source: AKC):
+       • Hip dysplasia
+       • Elbow dysplasia
+       • Exercise-induced collapse
+       • Glycogen storage disease
+       
+       Recommended health screenings:
+       • Hip and elbow evaluation
+       • DNA test for EIC
+       • Eye examination
+       • GSD testing
+       """,
+       "source": "AKC Health Database, 2024"
+   },
+   
+   "Dhole": {
+       "health_notes": """
+       Common breed-specific health considerations (Source: AKC):
+       • Hip dysplasia
+       • Eye problems
+       • Dental issues
+       • Parasitic diseases
+       
+       Recommended health screenings:
+       • Hip evaluation
+       • Eye examination
+       • Regular dental checks
+       • Parasite screening
+       """,
+       "source": "AKC Health Database, 2024"
+   },
+   
+   "Dingo": {
+       "health_notes": """
+       Common breed-specific health considerations (Source: AKC):
+       • Hip dysplasia
+       • Dental problems
+       • Eye conditions
+       • Heat sensitivity
+       
+       Recommended health screenings:
+       • Hip evaluation
+       • Regular dental checks
+       • Eye examination
+       • Temperature tolerance monitoring
+       """,
+       "source": "AKC Health Database, 2024"
+   },
+   
+   "Flat-Coated_Retriever": {
+       "health_notes": """
+       Common breed-specific health considerations (Source: AKC):
+       • Cancer (especially histiocytic sarcoma)
+       • Hip dysplasia
+       • Progressive retinal atrophy
+       • Glaucoma
+       
+       Recommended health screenings:
+       • Regular cancer screening
+       • Hip evaluation
+       • Eye examination
+       • Cardiac assessment
+       """,
+       "source": "AKC Health Database, 2024"
+   },
+   
+   "Giant_Schnauzer": {
+       "health_notes": """
+       Common breed-specific health considerations (Source: AKC):
+       • Hip dysplasia
+       • Eye problems
+       • Autoimmune thyroiditis
+       • Bloat
+       
+       Recommended health screenings:
+       • Hip evaluation
+       • Eye examination
+       • Thyroid testing
+       • Regular bloat monitoring
+       """,
+       "source": "AKC Health Database, 2024"
+   },
+   
+   "Golden_Retriever": {
+       "health_notes": """
+       Common breed-specific health considerations (Source: AKC):
+       • Hip and elbow dysplasia
+       • Cancer (various types)
+       • Subvalvular aortic stenosis
+       • Progressive retinal atrophy
+       
+       Recommended health screenings:
+       • Hip and elbow evaluation
+       • Regular cancer screening
+       • Cardiac examination
+       • Eye examination
+       """,
+       "source": "AKC Health Database, 2024"
+   },
+   
+   "Groenendael": {
+       "health_notes": """
+       Common breed-specific health considerations (Source: AKC):
+       • Hip dysplasia
+       • Progressive retinal atrophy
+       • Epilepsy
+       • Thyroid problems
+       
+       Recommended health screenings:
+       • Hip evaluation
+       • Eye examination
+       • Neurological assessment
+       • Thyroid testing
+       """,
+       "source": "AKC Health Database, 2024"
+   },
+   
+   "Keeshond": {
+       "health_notes": """
+       Common breed-specific health considerations (Source: AKC):
+       • Hip dysplasia
+       • Progressive retinal atrophy
+       • Primary hyperparathyroidism
+       • Mitral valve disease
+       
+       Recommended health screenings:
+       • Hip evaluation
+       • Eye examination
+       • Parathyroid monitoring
+       • Cardiac examination
+       """,
+       "source": "AKC Health Database, 2024"
+   },
+   
+   "Kelpie": {
+       "health_notes": """
+       Common breed-specific health considerations (Source: AKC):
+       • Hip dysplasia
+       • Progressive retinal atrophy
+       • Cerebellar abiotrophy
+       • Collie eye anomaly
+       
+       Recommended health screenings:
+       • Hip evaluation
+       • Eye examination
+       • Neurological assessment
+       • DNA testing
+       """,
+       "source": "AKC Health Database, 2024"
+   },
+   
+   "Komondor": {
+       "health_notes": """
+       Common breed-specific health considerations (Source: AKC):
+       • Hip dysplasia
+       • Entropion
+       • Bloat
+       • Skin problems
+       
+       Recommended health screenings:
+       • Hip evaluation
+       • Eye examination
+       • Regular bloat monitoring
+       • Regular coat and skin checks
+       """,
+       "source": "AKC Health Database, 2024"
+   },
+
+   "Kuvasz": {
+       "health_notes": """
+       Common breed-specific health considerations (Source: AKC):
+       • Hip dysplasia
+       • Osteochondritis dissecans
+       • Von Willebrand's disease
+       • Progressive retinal atrophy
+       
+       Recommended health screenings:
+       • Hip evaluation
+       • Joint assessment
+       • Blood clotting tests
+       • Eye examination
+       """,
+       "source": "AKC Health Database, 2024"
+   },
+   
+   "Malamute": {
+       "health_notes": """
+       Common breed-specific health considerations (Source: AKC):
+       • Hip dysplasia
+       • Inherited polyneuropathy
+       • Chondrodysplasia
+       • Day blindness
+       
+       Recommended health screenings:
+       • Hip evaluation
+       • Neurological assessment
+       • DNA testing
+       • Eye examination
+       """,
+       "source": "AKC Health Database, 2024"
+   },
+   
+   "Malinois": {
+       "health_notes": """
+       Common breed-specific health considerations (Source: AKC):
+       • Hip dysplasia
+       • Progressive retinal atrophy
+       • Hemangiosarcoma
+       • Pannus
+       
+       Recommended health screenings:
+       • Hip evaluation
+       • Eye examination
+       • Regular cancer screening
+       • Regular eye pressure checks
+       """,
+       "source": "AKC Health Database, 2024"
+   },
+   
+   "Miniature_Pinscher": {
+       "health_notes": """
+       Common breed-specific health considerations (Source: AKC):
+       • Patellar luxation
+       • Legg-Calve-Perthes disease
+       • Progressive retinal atrophy
+       • Heart defects
+       
+       Recommended health screenings:
+       • Patella evaluation
+       • Hip and leg examination
+       • Eye examination
+       • Cardiac assessment
+       """,
+       "source": "AKC Health Database, 2024"
+   },
+   
+   "Miniature_Poodle": {
+       "health_notes": """
+       Common breed-specific health considerations (Source: AKC):
+       • Progressive retinal atrophy
+       • Patellar luxation
+       • Epilepsy
+       • Legg-Calve-Perthes disease
+       
+       Recommended health screenings:
+       • Eye examination
+       • Patella evaluation
+       • Neurological assessment
+       • Hip and leg examination
+       """,
+       "source": "AKC Health Database, 2024"
+   },
+   
+   "Miniature_Schnauzer": {
+       "health_notes": """
+       Common breed-specific health considerations (Source: AKC):
+       • Myotonia congenita
+       • Urolithiasis
+       • Progressive retinal atrophy
+       • Cataracts
+       
+       Recommended health screenings:
+       • DNA testing for myotonia
+       • Regular urinary screening
+       • Eye examination
+       • Cardiac assessment
+       """,
+       "source": "AKC Health Database, 2024"
+   },
+   
+   "Otterhound": {
+       "health_notes": """
+       Common breed-specific health considerations (Source: AKC):
+       • Hip dysplasia
+       • Epilepsy
+       • Glaucoma
+       • Bloat
+       
+       Recommended health screenings:
+       • Hip evaluation
+       • Neurological assessment
+       • Eye examination
+       • Regular bloat monitoring
+       """,
+       "source": "AKC Health Database, 2024"
+   },
+   
+   "Papillon": {
+       "health_notes": """
+       Common breed-specific health considerations (Source: AKC):
+       • Patellar luxation
+       • Progressive retinal atrophy
+       • Von Willebrand's disease
+       • Open fontanel
+       
+       Recommended health screenings:
+       • Patella evaluation
+       • Eye examination
+       • Blood clotting tests
+       • Skull development monitoring
+       """,
+       "source": "AKC Health Database, 2024"
+   },
+   
+   "Pug": {
+       "health_notes": """
+       Common breed-specific health considerations (Source: AKC):
+       • Brachycephalic syndrome
+       • Pug dog encephalitis
+       • Hip dysplasia
+       • Patellar luxation
+       
+       Recommended health screenings:
+       • Respiratory assessment
+       • Neurological evaluation
+       • Hip evaluation
+       • Patella evaluation
+       """,
+       "source": "AKC Health Database, 2024"
+   },
+   
+   "Redbone": {
+       "health_notes": """
+       Common breed-specific health considerations (Source: AKC):
+       • Hip dysplasia
+       • Eye problems
+       • Ear infections
+       • Bloat
+       
+       Recommended health screenings:
+       • Hip evaluation
+       • Eye examination
+       • Regular ear checks
+       • Bloat prevention monitoring
+       """,
+       "source": "AKC Health Database, 2024"
+   },
+
+    "Schipperke": {
+       "health_notes": """
+       Common breed-specific health considerations (Source: AKC):
+       • Patellar luxation
+       • Progressive retinal atrophy
+       • Thyroid problems
+       • MPS IIIB
+       
+       Recommended health screenings:
+       • Patella evaluation
+       • Eye examination
+       • Thyroid testing
+       • DNA testing for MPS IIIB
+       """,
+       "source": "AKC Health Database, 2024"
+   },
+   
+   "Silky_Terrier": {
+       "health_notes": """
+       Common breed-specific health considerations (Source: AKC):
+       • Patellar luxation
+       • Progressive retinal atrophy
+       • Legg-Calve-Perthes disease
+       • Diabetes
+       
+       Recommended health screenings:
+       • Patella evaluation
+       • Eye examination
+       • Hip and leg examination
+       • Regular blood sugar monitoring
+       """,
+       "source": "AKC Health Database, 2024"
+   },
+   
+   "Soft-Coated_Wheaten_Terrier": {
+       "health_notes": """
+       Common breed-specific health considerations (Source: AKC):
+       • Protein-losing nephropathy
+       • Protein-losing enteropathy
+       • Addison's disease
+       • Renal dysplasia
+       
+       Recommended health screenings:
+       • Regular kidney function tests
+       • Regular digestive monitoring
+       • Endocrine testing
+       • Genetic testing
+       """,
+       "source": "AKC Health Database, 2024"
+   },
+   
+   "Standard_Poodle": {
+       "health_notes": """
+       Common breed-specific health considerations (Source: AKC):
+       • Hip dysplasia
+       • Sebaceous adenitis
+       • Bloat
+       • Addison's disease
+       
+       Recommended health screenings:
+       • Hip evaluation
+       • Skin biopsy
+       • Regular bloat monitoring
+       • Endocrine testing
+       """,
+       "source": "AKC Health Database, 2024"
+   },
+   
+   "Standard_Schnauzer": {
+       "health_notes": """
+       Common breed-specific health considerations (Source: AKC):
+       • Hip dysplasia
+       • Progressive retinal atrophy
+       • Heart disease
+       • Urinary stones
+       
+       Recommended health screenings:
+       • Hip evaluation
+       • Eye examination
+       • Cardiac examination
+       • Regular urinary screening
+       """,
+       "source": "AKC Health Database, 2024"
+   },
+   
+   "Toy_Poodle": {
+       "health_notes": """
+       Common breed-specific health considerations (Source: AKC):
+       • Patellar luxation
+       • Progressive retinal atrophy
+       • Dental problems
+       • Legg-Calve-Perthes disease
+       
+       Recommended health screenings:
+       • Patella evaluation
+       • Eye examination
+       • Regular dental checks
+       • Hip and leg examination
+       """,
+       "source": "AKC Health Database, 2024"
+   },
+   
+   "Toy_Terrier": {
+       "health_notes": """
+       Common breed-specific health considerations (Source: AKC):
+       • Patellar luxation
+       • Primary lens luxation
+       • Legg-Calve-Perthes disease
+       • Dental problems
+       
+       Recommended health screenings:
+       • Patella evaluation
+       • Eye examination
+       • Hip and leg examination
+       • Regular dental checks
+       """,
+       "source": "AKC Health Database, 2024"
+   },
+   
+   "Vizsla": {
+       "health_notes": """
+       Common breed-specific health considerations (Source: AKC):
+       • Hip dysplasia
+       • Epilepsy
+       • Hypothyroidism
+       • Progressive retinal atrophy
+       
+       Recommended health screenings:
+       • Hip evaluation
+       • Neurological assessment
+       • Thyroid testing
+       • Eye examination
+       """,
+       "source": "AKC Health Database, 2024"
+   },
+   
+   "Whippet": {
+       "health_notes": """
+       Common breed-specific health considerations (Source: AKC):
+       • Cardiac problems
+       • Eye defects
+       • Deafness
+       • Von Willebrand's disease
+       
+       Recommended health screenings:
+       • Cardiac examination
+       • Eye examination
+       • Hearing tests
+       • Blood clotting tests
+       """,
+       "source": "AKC Health Database, 2024"
+   },
+   
+   "Wire-Haired_Fox_Terrier": {
+       "health_notes": """
+       Common breed-specific health considerations (Source: AKC):
+       • Patellar luxation
+       • Legg-Calve-Perthes disease
+       • Cataracts
+       • Primary lens luxation
+       
+       Recommended health screenings:
+       • Patella evaluation
+       • Hip and leg examination
+       • Eye examination
+       • Regular dental checks
+       """,
+       "source": "AKC Health Database, 2024"
+   }
+}
+
+
+default_health_note = """
+Common breed health information is being compiled.
+Please consult with veterinarians for specific health advice.
+
+General recommendations:
+• Regular veterinary check-ups
+• Appropriate vaccination schedule
+• Regular exercise and dental care
+• Proper nutrition and weight management
+"""

data_manager.py

@@ -0,0 +1,777 @@
+
+import sqlite3
+from dataclasses import dataclass
+from typing import List, Dict, Optional
+from decimal import Decimal
+from breed_health_info import breed_health_info, default_health_note
+import numpy as np
+import random
+
+
+def create_table():
+    conn = sqlite3.connect('animal_detector.db')
+    cursor = conn.cursor()
+
+    cursor.execute('''
+    CREATE TABLE IF NOT EXISTS AnimalCatalog (
+        id INTEGER PRIMARY KEY AUTOINCREMENT,
+        Species TEXT NOT NULL,
+        Breed TEXT NOT NULL,
+        Size_Category TEXT,
+        Typical_Lifespan TEXT,
+        Temperament TEXT,
+        Care_Level TEXT,
+        Good_With_Children BOOLEAN,
+        Exercise_Needs TEXT,
+        Grooming_Needs TEXT,
+        Brief_Description TEXT
+    )
+    ''')
+
+    conn.commit()
+    cursor.close()
+    conn.close()
+
+# 創建表
+create_table()
+
+def insert_dog_data():
+    conn = sqlite3.connect('animal_detector.db')
+    cursor = conn.cursor()
+
+    dog_data = [
+        ('Dog', 'Afghan_Hound', 'Large', '12-18 years', 'Independent, dignified, aloof', 'High', True, 'High', 'High', 'Known for their long, silky coat and regal appearance, Afghan Hounds are ancient sighthounds with a unique, elegant presence.'),
+        ('Dog', 'African_Hunting_Dog', 'Medium', '10-12 years', 'Social, intelligent, energetic', 'Very High', False, 'Very High', 'Low', 'Also called African Wild Dogs, these are not domestic dogs and are endangered in their native habitats.'),
+        ('Dog', 'Airedale', 'Large', '10-12 years', 'Friendly, clever, courageous', 'High', True, 'High', 'High', 'Known as the "King of Terriers," Airedales are the largest of the terrier breeds and very versatile. Originally from Aire Valley of Yorkshire, they served in police and military roles while maintaining their hunting abilities.'),
+        ('Dog', 'American_Staffordshire_Terrier', 'Medium', '12-16 years', 'Confident, good-natured, courageous', 'Moderate', True, 'High', 'Low', 'Often confused with Pit Bulls, Am Staffs are strong, muscular dogs with a gentle and loving nature.'),
+        ('Dog', 'Appenzeller', 'Medium', '12-15 years', 'Reliable, fearless, lively', 'High', True, 'High', 'Moderate', 'Swiss mountain dogs known for their agility and enthusiasm, Appenzellers make excellent working and family dogs. Traditional cattle herders from the Swiss Alps, they combine working intelligence with devoted guardianship.'),
+        ('Dog', 'Australian_Terrier', 'Small', '12-15 years', 'Courageous, spirited, alert', 'Moderate', True, 'Moderate', 'Moderate', 'Small, sturdy terriers originally bred to control rodents, known for their confident personality. First breed developed in Australia, combining the tenacity of old terrier breeds with adaptability to harsh conditions.'),
+        ('Dog', 'Bedlington_Terrier', 'Medium', '11-16 years', 'Mild, gentle, lively', 'High', True, 'Moderate', 'High', 'Known for their lamb-like appearance, Bedlington Terriers are energetic and good with families. Despite their gentle look, they were originally miners\' dogs bred for hunting vermin and remain surprisingly fast and athletic.'),
+        ('Dog', 'Bernese_Mountain_Dog', 'Large', '6-8 years', 'Good-natured, calm, strong', 'High', True, 'Moderate', 'High', 'Large, tri-colored Swiss working dogs known for their gentle nature and striking appearance. Despite their short lifespan, they are excellent family companions and draft dogs. Often called "Berners", they are patient with children but prone to heat sensitivity due to their thick coat.'),
+        ('Dog', 'Blenheim_Spaniel', 'Small', '12-14 years', 'Affectionate, gentle, lively', 'Moderate', True, 'Moderate', 'High', 'A color variety of the Cavalier King Charles Spaniel, known for their red and white coat and friendly nature.'),
+        ('Dog', 'Border_Collie', 'Medium', '12-15 years', 'Intelligent, energetic, alert', 'High', True, 'Very High', 'Moderate', 'Often considered the most intelligent dog breed, Border Collies are tireless workers with intense herding instincts. Known for their "eye" - a distinctive herding gaze, they excel in dog sports and need constant mental stimulation to prevent boredom.'),
+        ('Dog', 'Border_Terrier', 'Small', '12-15 years', 'Affectionate, intelligent, even-tempered', 'Moderate', True, 'High', 'Low', 'Small but tough terriers with an otter-like head, known for their friendly and adaptable nature.'),
+        ('Dog', 'Boston_Bull', 'Small', '11-13 years', 'Friendly, lively, intelligent', 'Moderate', True, 'Moderate', 'Low', 'Also known as Boston Terriers, these "American Gentlemen" are friendly and adaptable. First bred in Boston as fighting dogs, they evolved into beloved companions known for their tuxedo-like coat pattern and gentle disposition.'),
+        ('Dog', 'Bouvier_Des_Flandres', 'Large', '10-12 years', 'Gentle, loyal, rational', 'High', True, 'High', 'High', 'Large, powerful herding dogs with a tousled coat, known for their versatility and even temperament. Originally bred as cattle drivers in Flanders, they excel in various roles from farm work to family protection.'),
+        ('Dog', 'Brabancon_Griffon', 'Small', '12-15 years', 'Self-important, sensitive, affectionate', 'Moderate', False, 'Moderate', 'Low', 'Also known as the Brussels Griffon, these small dogs have a distinctive beard and mustache, giving them an almost human-like expression.'),
+        ('Dog', 'Brittany_Spaniel', 'Medium', '12-14 years', 'Bright, fun-loving, upbeat', 'High', True, 'High', 'Moderate', 'Versatile hunting dogs and active companions, Brittanys are known for their energy and intelligence. Originally from France, these agile bird dogs excel in both hunting and family life with their eager and athletic nature.'),
+        ('Dog', 'Cardigan', 'Small', '12-15 years', 'Affectionate, loyal, intelligent', 'Moderate', True, 'Moderate', 'Moderate', 'Distinguished from Pembroke Welsh Corgis by their long tail, Cardigans are intelligent herding dogs with a fox-like appearance.'),
+        ('Dog', 'Chesapeake_Bay_Retriever', 'Large', '10-13 years', 'Bright, sensitive, affectionate', 'High', True, 'High', 'Moderate', 'Known for their waterproof coat, Chessies are strong swimmers and excellent retrievers. Developed in the American Chesapeake Bay region, they are famous for their ability to work in icy waters and their distinctive wavy coat.'),
+        ('Dog', 'Chihuahua', 'Small', '12-20 years', 'Charming, graceful, sassy', 'Moderate', False, 'Low', 'Low', 'One of the smallest dog breeds, known for their big personalities and loyalty to their owners. Named after Mexico\'s largest state, they are ancient companions with terrier-like attitudes and remarkably long lifespans for dogs.'),
+        ('Dog', 'Dandie_Dinmont', 'Small', '12-15 years', 'Independent, intelligent, dignified', 'Moderate', True, 'Moderate', 'Moderate', 'Recognizable by their long body and distinctive topknot of hair on their head. Named after a character in Sir Walter Scott novel, these unique terriers combine determination with dignity, making them distinctive companions.'),
+        ('Dog', 'Doberman', 'Large', '10-12 years', 'Loyal, fearless, alert', 'High', True, 'High', 'Low', 'Sleek, athletic dogs known for their intelligence and loyalty, often used as guard dogs. Highly trainable and protective, they excel in both working roles and as family guardians.'),
+        ('Dog', 'English_Foxhound', 'Medium', '10-13 years', 'Friendly, active, gentle', 'High', True, 'Very High', 'Low', 'Athletic, pack-oriented hounds originally bred for fox hunting in England. Known for their stamina, melodious voice, and strong hunting instincts.'),
+        ('Dog', 'English_Setter', 'Large', '10-12 years', 'Gentle, friendly, placid', 'High', True, 'High', 'High', 'Known for their speckled coat or "belton" markings, English Setters are elegant bird dogs and affectionate companions.'),
+        ('Dog', 'English_Springer', 'Medium', '12-14 years', 'Friendly, playful, obedient', 'High', True, 'High', 'High', 'Energetic and eager to please, Springers are excellent hunting dogs and loving family pets. Their name comes from their hunting style of "springing" at game birds, combining strong work ethics with a merry, affectionate family nature.'),
+        ('Dog', 'EntleBucher', 'Medium', '11-13 years', 'Loyal, enthusiastic, intelligent', 'High', True, 'High', 'Low', 'The smallest of the Swiss Mountain Dogs, known for their agility and herding abilities. Originally from the Swiss valley of Entlebuch, they combine the strength of mountain dogs with remarkable agility and quick thinking.'),
+        ('Dog', 'Eskimo_Dog', 'Large', '10-15 years', 'Alert, loyal, intelligent', 'High', True, 'High', 'High', 'Also known as the Canadian Eskimo Dog, these are strong, resilient working dogs adapted to Arctic conditions. Ancient breed used by Inuit people for hunting and transportation, known for their power and endurance.'),
+        ('Dog', 'French_Bulldog', 'Small', '10-12 years', 'Playful, adaptable, smart', 'Moderate', True, 'Low', 'Low', 'French Bulldogs are small, muscular dogs with a smooth coat, short face, and bat-like ears. They are affectionate, playful, and well-suited for family living.'),
+        ('Dog', 'German_Shepherd', 'Large', '10-13 years', 'Confident, courageous, smart', 'High', True, 'High', 'Moderate', 'Versatile working dogs, German Shepherds excel in various roles from police work to family protection.'),
+        ('Dog', 'German_Short-Haired_Pointer', 'Large', '10-12 years', 'Friendly, intelligent, willing to please', 'High', True, 'Very High', 'Moderate', 'Versatile hunting dogs known for their pointer stance, these dogs excel in both water and land retrieving.'),
+        ('Dog', 'Gordon_Setter', 'Large', '10-12 years', 'Confident, fearless, alert', 'High', True, 'High', 'High', 'The largest of the setter breeds, Gordon Setters are known for their black and tan coloring and loyal nature. Developed in Scotland, these noble bird dogs combine strong hunting abilities with devoted family loyalty.'),
+        ('Dog', 'Great_Dane', 'Giant', '7-10 years', 'Friendly, patient, dependable', 'High', True, 'Moderate', 'Low', 'One of the largest dog breeds, Great Danes are known as gentle giants with a friendly disposition. Originally bred for hunting large game, these noble giants now excel as loving family companions despite their imposing size.'),
+        ('Dog', 'Great_Pyrenees', 'Large', '10-12 years', 'Patient, calm, gentle', 'High', True, 'Moderate', 'High', 'Large, powerful dogs originally bred to guard livestock, known for their gentle and protective nature. These ancient guardians of the Pyrenees mountains combine strength and nobility with a deep devotion to family and flock.'),
+        ('Dog', 'Greater_Swiss_Mountain_dog', 'Large', '8-11 years', 'Faithful, alert, vigilant', 'Moderate', True, 'Moderate', 'Low', 'Large, strong working dogs with a tricolor coat, Swissies are gentle giants with a calm temperament.'),
+        ('Dog', 'Ibizan_Hound', 'Medium', '12-14 years', 'Even-tempered, loyal, independent', 'Moderate', True, 'High', 'Low', 'Sleek, athletic sighthounds known for their large, erect ears and red and white coats. Ancient breed from Balearic Islands, they can jump remarkable heights and were bred to hunt rabbits in difficult terrain.'),
+        ('Dog', 'Irish_Setter', 'Large', '11-15 years', 'Outgoing, sweet-tempered, active', 'High', True, 'High', 'High', 'Recognizable by their rich red coat, Irish Setters are energetic and playful dogs that love family life.'),
+        ('Dog', 'Irish_Terrier', 'Medium', '12-16 years', 'Bold, daring, intelligent', 'Moderate', True, 'High', 'Moderate', 'Known as the Daredevil of dogdom, Irish Terriers are courageous and loyal with a distinctive red coat. One of the oldest terrier breeds, they earned fame for their bravery as messenger dogs in World War I.'),
+        ('Dog', 'Irish_Water_Spaniel', 'Large', '10-12 years', 'Playful, brave, intelligent', 'High', True, 'High', 'High', 'Largest of the spaniels, known for their curly, liver-colored coat and rat-like tail. These distinctive water retrievers combine the agility of a spaniel with the endurance of a retriever, featuring a water-repellent double coat.'),
+        ('Dog', 'Irish_Wolfhound', 'Giant', '6-8 years', 'Gentle, patient, dignified', 'High', True, 'Moderate', 'Moderate', 'The tallest of all dog breeds, Irish Wolfhounds are gentle giants known for their calm and friendly nature. Ancient warriors of Ireland, they once hunted wolves but now serve as peaceful family companions.'),
+        ('Dog', 'Italian_Greyhound', 'Small', '12-15 years', 'Sensitive, alert, playful', 'Moderate', False, 'Moderate', 'Low', 'Miniature sighthounds known for their elegant appearance and affectionate nature, Italian Greyhounds make excellent companion dogs.'),
+        ('Dog', 'Japanese_Spaniel', 'Small', '10-12 years', 'Charming, noble, affectionate', 'Moderate', False, 'Low', 'High', 'Also known as the Japanese Chin, these small companion dogs have a distinctive flat face and were once favorites of Japanese nobility.'),
+        ('Dog', 'Kerry_Blue_Terrier', 'Medium', '12-15 years', 'Alert, adaptable, people-oriented', 'High', True, 'High', 'High', 'Medium-sized terriers with a distinctive blue coat, known for their versatility and intelligence. Originally from County Kerry, Ireland, they were all-purpose farm dogs that evolved into capable working and companion animals.'),
+        ('Dog', 'Labrador_Retriever', 'Large', '10-12 years', 'Friendly, outgoing, even-tempered', 'Moderate', True, 'High', 'Moderate', 'One of the most popular dog breeds, known for their friendly nature and excellent retrieving skills. Originally from Newfoundland, these versatile dogs excel as family companions, service dogs, and working retrievers.'),
+        ('Dog', 'Lakeland_Terrier', 'Small', '12-16 years', 'Bold, friendly, confident', 'Moderate', True, 'High', 'High', 'Named after the Lake District in England, these terriers are sturdy and bold with a wiry coat. Developed to protect sheep from foxes, they remain confident and fearless while being adaptable family companions.'),
+        ('Dog', 'Leonberg', 'Giant', '7-9 years', 'Gentle, friendly, intelligent', 'High', True, 'Moderate', 'High', 'Large, muscular dogs with a lion-like mane, known for their gentle nature and water rescue abilities. Created in the German town of Leonberg, these gentle giants combine strength with remarkable patience and grace.'),
+        ('Dog', 'Lhasa', 'Small', '12-15 years', 'Confident, smart, comical', 'High', False, 'Low', 'High', 'Lhasa Apsos are small but sturdy dogs with a long, flowing coat. They were originally bred as indoor sentinel dogs in Buddhist monasteries.'),
+        ('Dog', 'Maltese_Dog', 'Small', '12-15 years', 'Gentle, playful, charming', 'High', False, 'Low', 'High', 'Small, elegant dogs with long, silky white coats, known for their sweet and affectionate nature. Ancient breed of Mediterranean origin, they were cherished by nobles for centuries and remain adaptable, gentle companions.'),
+        ('Dog', 'Mexican_Hairless', 'Varies', '12-15 years', 'Loyal, alert, cheerful', 'Moderate', True, 'Moderate', 'Low', 'Also known as the Xoloitzcuintli, these dogs come in three sizes and can be either hairless or coated, known for their ancient history in Mexico.'),
+        ('Dog', 'Newfoundland', 'Giant', '8-10 years', 'Sweet, patient, devoted', 'High', True, 'Moderate', 'High', 'Large, strong dogs known for their water rescue abilities and gentle nature, especially with children. These powerful swimmers have a natural lifesaving instinct and are famous for their calm, noble temperament.'),
+        ('Dog', 'Norfolk_Terrier', 'Small', '12-15 years', 'Fearless, spirited, companionable', 'Moderate', True, 'Moderate', 'Moderate', 'Small, sturdy terriers with a wiry coat, known for their playful and affectionate nature.'),
+        ('Dog', 'Norwegian_Elkhound', 'Medium', '12-15 years', 'Bold, playful, loyal', 'High', True, 'High', 'High', 'Ancient Nordic breed known for their silver-gray coat and curled tail, originally used for hunting moose and other large game.'),
+        ('Dog', 'Norwich_Terrier', 'Small', '12-15 years', 'Fearless, loyal, affectionate', 'Moderate', True, 'Moderate', 'Moderate', 'One of the smallest terriers, Norwich Terriers are hardy, fearless, and affectionate companions.'),
+        ('Dog', 'Old_English_Sheepdog', 'Large', '10-12 years', 'Adaptable, gentle, intelligent', 'High', True, 'Moderate', 'High', 'Recognizable by their shaggy coat, Old English Sheepdogs are adaptable and good-natured. Once droving dogs of western England, they combine herding ability with a playful, protective nature toward their families.'),
+        ('Dog', 'Pekinese', 'Small', '12-14 years', 'Affectionate, loyal, regal in manner', 'Moderate', False, 'Low', 'High', 'Also spelled Pekingese, these small dogs with flat faces and long coats were once sacred to Chinese royalty.'),
+        ('Dog', 'Pembroke', 'Small', '12-15 years', 'Affectionate, intelligent, outgoing', 'Moderate', True, 'Moderate', 'Moderate', 'Known for their short legs and long bodies, Pembroke Welsh Corgis are herding dogs favored by the British royal family.'),
+        ('Dog', 'Pomeranian', 'Small', '12-16 years', 'Lively, bold, inquisitive', 'Moderate', False, 'Low', 'High', 'Small, fluffy dogs with fox-like faces, known for their vivacious personalities and luxurious coats. Once larger sled dogs, these bred-down companions retain their bold spirit and were favored by royalty including Queen Victoria.'),
+        ('Dog', 'Rhodesian_Ridgeback', 'Large', '10-12 years', 'Dignified, intelligent, strong-willed', 'Moderate', True, 'High', 'Low', 'Large, muscular dogs known for the ridge of hair along their backs, originally bred to hunt lions in Africa.'),
+        ('Dog', 'Rottweiler', 'Large', '8-10 years', 'Loyal, loving, confident guardian', 'High', True, 'High', 'Low', 'Powerful and protective, Rottweilers are excellent guard dogs but also loving family companions when well-trained.'),
+        ('Dog', 'Saint_Bernard', 'Giant', '8-10 years', 'Gentle, patient, friendly', 'High', True, 'Moderate', 'High', 'Known for their massive size and gentle nature, Saint Bernards were originally bred for rescue work in the Swiss Alps.'),
+        ('Dog', 'Saluki', 'Large', '12-14 years', 'Gentle, dignified, independent-minded', 'High', True, 'High', 'Low', 'Ancient sighthounds known for their grace and speed, Salukis have a distinctive feathered coat and ears.'),
+        ('Dog', 'Samoyed', 'Medium', '12-14 years', 'Friendly, gentle, adaptable', 'High', True, 'High', 'High', 'Beautiful white Arctic dogs known for their "smiling" expression and thick, fluffy coat. Originally bred for sledding and herding reindeer, they combine working dog capability with a warm, family-friendly nature.'),
+        ('Dog', 'Scotch_Terrier', 'Small', '11-13 years', 'Independent, confident, spirited', 'Moderate', True, 'Moderate', 'High', 'Also known as the Scottish Terrier, these distinctive dogs with beards and eyebrows are known for their dignified, almost human-like personality.'),
+        ('Dog', 'Scottish_Deerhound', 'Large', '8-11 years', 'Gentle, dignified, polite', 'High', True, 'High', 'Moderate', 'Large, wiry-coated sighthounds resembling Greyhounds, known for their gentle nature and hunting ability.'),
+        ('Dog', 'Sealyham_Terrier', 'Small', '12-14 years', 'Alert, outgoing, calm', 'Moderate', True, 'Moderate', 'High', 'Originally bred for hunting, Sealyhams are now rare but make charming and sturdy companions. Developed in Wales to hunt badgers and otters, they combine terrier tenacity with a surprisingly calm demeanor.'),
+        ('Dog', 'Shetland_Sheepdog', 'Small', '12-14 years', 'Playful, energetic, intelligent', 'High', True, 'High', 'High', 'Small herding dogs resembling miniature Collies, known for their intelligence and agility. Originally from the Shetland Islands, these "Shelties" excel in obedience, herding, and agility competitions while being devoted family companions.'),
+        ('Dog', 'Shih-Tzu', 'Small', '10-16 years', 'Affectionate, playful, outgoing', 'High', True, 'Low', 'High', 'Small, affectionate companion dogs known for their long, silky coat and sweet personality. Originally bred for Chinese royalty, they are excellent lap dogs and adapt well to both city and suburban life.'),
+        ('Dog', 'Siberian_Husky', 'Medium', '12-14 years', 'Outgoing, mischievous, loyal', 'High', True, 'Very High', 'Moderate', 'Beautiful sled dogs known for their striking blue eyes, thick coats, and wolf-like appearance. Originally bred by the Chukchi people of northeastern Asia, they combine endurance with a friendly, adventurous spirit.'),
+        ('Dog', 'Staffordshire_Bullterrier', 'Medium', '12-14 years', 'Courageous, intelligent, loyal', 'Moderate', True, 'High', 'Low', 'Strong, muscular terriers known for their courage and affectionate nature, especially with children.'),
+        ('Dog', 'Sussex_Spaniel', 'Medium', '11-13 years', 'Calm, friendly, merry', 'Moderate', True, 'Moderate', 'Moderate', 'Rare breed of spaniel known for their golden-liver coat and low-set body, originally bred for hunting.'),
+        ('Dog', 'Tibetan_Mastiff', 'Large', '10-12 years', 'Independent, reserved, intelligent', 'High', False, 'Moderate', 'High', 'Ancient guardian breed known for their massive size and thick coat, Tibetan Mastiffs are independent and protective.'),
+        ('Dog', 'Tibetan_Terrier', 'Medium', '12-15 years', 'Affectionate, sensitive, clever', 'High', True, 'Moderate', 'High', 'Not actually terriers, these dogs were bred in Tibet and are known for their profuse, long coat.'),
+        ('Dog', 'Walker_Hound', 'Large', '12-13 years', 'Smart, brave, friendly', 'Moderate', True, 'High', 'Low', 'Also known as the Treeing Walker Coonhound, these dogs are excellent hunters with a distinctive bark. Developed in Kentucky from Virginia Hounds, they are renowned for their speed, endurance, and melodious voice.'),
+        ('Dog', 'Weimaraner', 'Large', '10-13 years', 'Friendly, fearless, obedient', 'High', True, 'High', 'Low', 'Known as the "Gray Ghost," Weimaraners are athletic and intelligent dogs with a distinctive silver-gray coat.'),
+        ('Dog', 'Welsh_Springer_Spaniel', 'Medium', '12-15 years', 'Active, loyal, affectionate', 'High', True, 'High', 'Moderate', 'Similar to English Springers but with a distinctive red and white coat, Welsh Springers are devoted and energetic.'),
+        ('Dog', 'West_Highland_White_Terrier', 'Small', '12-16 years', 'Friendly, hardy, confident', 'Moderate', True, 'Moderate', 'High', 'Commonly known as "Westies," these white terriers are friendly and sturdy with a bright personality.'),
+        ('Dog', 'Yorkshire_Terrier', 'Small', '13-16 years', 'Affectionate, sprightly, tomboyish', 'High', False, 'Moderate', 'High', 'Popular toy breed known for their long silky coat and feisty personality. Despite their small size, they maintain a brave terrier spirit and were originally bred as ratters in Yorkshire mills.'),
+        ('Dog', 'Affenpinscher', 'Small', '12-15 years', 'Confident, amusing, stubborn', 'Moderate', False, 'Moderate', 'Moderate', 'Small terrier-like toys known as "monkey dogs" due to their distinctive facial appearance.'),
+        ('Dog', 'Basenji', 'Small', '12-16 years', 'Independent, smart, poised', 'Moderate', False, 'High', 'Low', 'Ancient African breed known for their inability to bark, instead making a unique yodel-like sound. Called "the barkless dog," they are intelligent hunters with cat-like cleanliness and independent nature.'),
+        ('Dog', 'Basset', 'Medium', '10-12 years', 'Patient, low-key, charming', 'Moderate', True, 'Low', 'Moderate', 'Short-legged, long-bodied hounds known for their excellent sense of smell and gentle dispositions. Second only to Bloodhounds in scenting ability, these French-origin dogs combine persistence with a sweet, patient nature.'),
+        ('Dog', 'Beagle', 'Small', '12-15 years', 'Merry, friendly, curious', 'Moderate', True, 'High', 'Low', 'Small hound dogs known for their excellent sense of smell and friendly, outgoing personalities. Popular family pets and skilled scent hunters, famous for their melodious bay and pack mentality.'),
+        ('Dog', 'Black-and-Tan_Coonhound', 'Large', '10-12 years', 'Even-tempered, easygoing, friendly', 'Moderate', True, 'High', 'Low', 'Large, powerful scent hounds known for their distinctive black and tan coloration and melodious bay.'),
+        ('Dog', 'Bloodhound', 'Large', '10-12 years', 'Gentle, patient, stubborn', 'High', True, 'Moderate', 'Moderate', 'Known for their exceptional sense of smell, Bloodhounds are large, gentle dogs often used in tracking.'),
+        ('Dog', 'Bluetick', 'Large', '11-12 years', 'Friendly, intelligent, active', 'Moderate', True, 'High', 'Low', 'Known for their mottled blue coat, Bluetick Coonhounds are skilled hunting dogs with a keen sense of smell and a melodious howl.'),
+        ('Dog', 'Borzoi', 'Large', '10-12 years', 'Quiet, gentle, athletic', 'High', True, 'Moderate', 'High', 'Also known as Russian Wolfhounds, Borzois are elegant sighthounds known for their silky coat and graceful demeanor.'),
+        ('Dog', 'Boxer', 'Large', '10-12 years', 'Fun-loving, bright, active', 'Moderate', True, 'High', 'Low', 'Playful and energetic, Boxers are known for their patient and protective nature with children. Originally developed in Germany as working dogs, they combine strength with a uniquely playful and clownish personality.'),
+        ('Dog', 'Briard', 'Large', '10-12 years', 'Confident, smart, loyal', 'High', True, 'High', 'High', 'Large French herding dogs with a distinctive long, wavy coat, Briards are loyal and protective. Known as "hearts wrapped in fur," they served as WWI sentries and now excel as both working dogs and devoted family guardians.'),
+        ('Dog', 'Bull_mastiff', 'Large', '8-10 years', 'Affectionate, loyal, quiet', 'Moderate', True, 'Moderate', 'Low', 'Large, powerful dogs originally bred to guard estates, Bullmastiffs are gentle giants with a calm demeanor.'),
+        ('Dog', 'Cairn', 'Small', '13-15 years', 'Alert, cheerful, busy', 'Moderate', True, 'Moderate', 'Moderate', 'Small, rugged terriers known for their shaggy coat and lively personality. Originally bred to hunt in the Scottish Highlands, these hardy dogs are intelligent and make excellent watchdogs despite their small size.'),
+        ('Dog', 'Chow', 'Medium', '8-12 years', 'Aloof, loyal, quiet', 'High', False, 'Low', 'High', 'Ancient Chinese breed known for their lion-like mane and blue-black tongues. Independent and dignified, they make excellent watchdogs but require early socialization.'),
+        ('Dog', 'Clumber', 'Large', '10-12 years', 'Gentle, loyal, thoughtful', 'Moderate', True, 'Moderate', 'High', 'The largest of the spaniels, Clumbers are known for their distinctive white coat and calm demeanor. Developed in France and England, these dignified hunters combine power with a methodical hunting style and gentle nature.'),
+        ('Dog', 'Cocker_Spaniel', 'Small', '10-14 years', 'Gentle, smart, happy', 'High', True, 'Moderate', 'High', 'Known for their long, silky ears and expressive eyes, Cockers are popular family dogs with a merry disposition.'),
+        ('Dog', 'Collie', 'Large', '10-14 years', 'Devoted, graceful, proud', 'High', True, 'High', 'High', 'Made famous by "Lassie," Collies are intelligent herding dogs known for their loyalty and grace. Their remarkable intuition and gentle nature make them exceptional family guardians, especially with children.'),
+        ('Dog', 'Curly-Coated_Retriever', 'Large', '10-12 years', 'Confident, independent, intelligent', 'Moderate', True, 'High', 'Low', 'Sporting dogs with a distinctive curly coat, known for their excellent swimming and retrieving abilities.'),
+        ('Dog', 'Dhole', 'Medium', '10-13 years', 'Social, intelligent, athletic', 'High', False, 'High', 'Low', 'Also known as the Asiatic wild dog, Dholes are not typically kept as pets but are important in Asian ecosystems.'),
+        ('Dog', 'Dingo', 'Medium', '10-13 years', 'Independent, intelligent, alert', 'High', False, 'High', 'Low', 'Native wild dogs of Australia, dingoes are not typically kept as pets and are important to the Australian ecosystem.'),
+        ('Dog', 'Flat-Coated_Retriever', 'Large', '8-10 years', 'Optimistic, good-humored, outgoing', 'High', True, 'Very High', 'Moderate', 'Known for their shiny black or liver-colored coat, Flat-coated Retrievers are energetic and playful, excelling in both hunting and family life.'),
+        ('Dog', 'Giant_Schnauzer', 'Large', '10-12 years', 'Loyal, intelligent, powerful', 'High', True, 'High', 'High', 'Large and powerful, Giant Schnauzers were originally bred as working dogs and require plenty of exercise.'),
+        ('Dog', 'Golden_Retriever', 'Large', '10-12 years', 'Intelligent, friendly, devoted', 'High', True, 'High', 'High', 'Beautiful, golden-coated dogs known for their gentle nature and excellence in various roles. Popular as family companions, therapy dogs, and service animals, they excel in both work and companionship with their eager-to-please attitude.'),
+        ('Dog', 'Groenendael', 'Large', '10-12 years', 'Intelligent, protective, loyal', 'High', True, 'High', 'High', 'The black variety of Belgian Shepherd, Groenendaels are intelligent working dogs with a long, black coat. Named after their village of origin, they excel in police work, herding, and as vigilant family guardians.'),
+        ('Dog', 'Keeshond', 'Medium', '12-15 years', 'Friendly, lively, outgoing', 'Moderate', True, 'Moderate', 'High', 'Distinctive "spectacles" marking around their eyes, Keeshonds are fluffy, fox-like dogs known for their friendly and affectionate nature.'),
+        ('Dog', 'Kelpie', 'Medium', '10-13 years', 'Intelligent, energetic, loyal', 'High', True, 'Very High', 'Low', 'Australian herding dogs known for their incredible work ethic and agility. Developed to work in harsh outback conditions, they are renowned for their ability to herd from above, often running across the backs of sheep in large flocks.'),
+        ('Dog', 'Komondor', 'Large', '10-12 years', 'Steady, fearless, affectionate', 'High', True, 'Moderate', 'High', 'Large Hungarian sheepdogs known for their distinctive corded white coat, resembling dreadlocks. Their unique coat once helped them blend in with sheep flocks while protecting them from wolves.'),
+        ('Dog', 'Kuvasz', 'Large', '10-12 years', 'Protective, loyal, patient', 'High', True, 'Moderate', 'High', 'Large, white guardian dogs from Hungary, Kuvaszok are protective of their families and independent. Once royal guards of Hungarian nobility, they combine impressive strength with natural protective instincts.'),
+        ('Dog', 'Malamute', 'Large', '10-12 years', 'Affectionate, loyal, playful', 'High', True, 'Very High', 'High', 'Large, powerful sled dogs with thick coats, known for their strength and endurance. Originally bred by the Mahlemut tribe for hauling heavy loads in arctic conditions, they combine impressive power with a friendly, family-oriented nature.'),
+        ('Dog', 'Malinois', 'Medium', '12-14 years', 'Confident, smart, hardworking', 'High', True, 'High', 'Moderate', 'One of four varieties of Belgian Shepherd, known for their intelligence and use in police and military work.'),
+        ('Dog', 'Miniature_Pinscher', 'Small', '12-16 years', 'Fearless, energetic, alert', 'Moderate', False, 'Moderate', 'Low', 'Often called King of Toys, Miniature Pinschers are small, energetic dogs with a big personality. Despite their small size, these fearless dogs possess proud carriage and spirited animation.'),
+        ('Dog', 'Miniature_Poodle', 'Small', '12-15 years', 'Intelligent, active, alert', 'High', True, 'Moderate', 'High', 'Smaller version of the Standard Poodle, known for their intelligence and hypoallergenic coat. Popular show dogs and companions, they retain their larger relatives high intelligence while being more adaptable to city living.'),
+        ('Dog', 'Miniature_Schnauzer', 'Small', '12-15 years', 'Friendly, smart, obedient', 'Moderate', True, 'Moderate', 'High', 'The smallest of the Schnauzer breeds, known for their distinctive beard and eyebrows. Originally ratters and farm dogs, they combine intelligence with a spunky personality, making excellent watchdogs and family companions.'),
+        ('Dog', 'Otterhound', 'Large', '10-13 years', 'Friendly, boisterous, even-tempered', 'High', True, 'High', 'High', 'Large, shaggy-coated hounds originally bred for hunting otters, now a rare breed. Known for their strong swimming ability and powerful nose, with less than 1000 remaining worldwide, making them rarer than giant pandas.'),
+        ('Dog', 'Papillon', 'Small', '13-15 years', 'Happy, alert, friendly', 'Moderate', True, 'Moderate', 'Moderate', 'Small, elegant dogs known for their butterfly-like ears and lively personalities. Despite their delicate appearance, they are surprisingly athletic and intelligent, ranking among the top 10 smartest dog breeds. Also called the Continental Toy Spaniel.'),
+        ('Dog', 'Pug', 'Small', '12-15 years', 'Charming, mischievous, loving', 'Moderate', True, 'Low', 'Moderate', 'Small, wrinkly-faced dogs known for their charming personality and comical expression. Once favored by Chinese emperors, these "multum in parvo" (much in little) dogs are excellent companions but need attention to their breathing and temperature regulation.'),
+        ('Dog', 'Redbone', 'Large', '10-12 years', 'Even-tempered, amiable, eager to please', 'Moderate', True, 'High', 'Low', 'Known for their solid red coat, Redbone Coonhounds are athletic, warm-hearted dogs originally bred for hunting. Developed in the American South, they excel at tracking and treeing with remarkable stamina and a melodious voice.'),
+        ('Dog', 'Schipperke', 'Small', '13-15 years', 'Confident, alert, curious', 'Moderate', True, 'Moderate', 'Moderate', 'Small, black dogs with a fox-like face, Schipperkes are known for their distinctive ruff and small, pointed ears. Originally Belgian barge dogs, these little captains earned their name as boat watchdogs and ratters.'),
+        ('Dog', 'Silky_terrier', 'Small', '12-15 years', 'Friendly, quick, alert', 'Moderate', False, 'Moderate', 'High', 'Similar to Yorkshire Terriers but larger, Silky Terriers are playful and enjoy being part of family activities. Developed in Australia, they combine the refinement of toy dogs with the sturdy nature of working terriers.'),
+        ('Dog', 'Soft-Coated_Wheaten_Terrier', 'Medium', '12-14 years', 'Happy, steady, self-confident', 'High', True, 'High', 'High', 'Known for their soft, wheat-colored coat and friendly demeanor, they make great family dogs. Developed in Ireland as farm dogs, they combined versatility in herding and hunting with a uniquely soft coat unlike other terriers.'),
+        ('Dog', 'Standard_Poodle', 'Large', '10-18 years', 'Intelligent, active, dignified', 'High', True, 'High', 'High', 'Highly intelligent and elegant dogs, known for their hypoallergenic coat and versatility in various dog sports.'),
+        ('Dog', 'Standard_Schnauzer', 'Medium', '13-16 years', 'Friendly, intelligent, obedient', 'High', True, 'High', 'High', 'The original Schnauzer breed, known for their distinctive beard and eyebrows and versatile working abilities.'),
+        ('Dog', 'Toy_Poodle', 'Small', '12-18 years', 'Intelligent, lively, playful', 'High', True, 'Moderate', 'High', 'The smallest variety of Poodle, known for their intelligence, agility, and hypoallergenic coat. Despite their diminutive size, they retain the intelligence and athletic ability of their larger relatives.'),
+        ('Dog', 'Toy_Terrier', 'Small', '12-16 years', 'Lively, bold, intelligent', 'Moderate', False, 'Moderate', 'Low', 'A general term for small terrier breeds, often referring to breeds like the English Toy Terrier or Toy Fox Terrier.'),
+        ('Dog', 'Vizsla', 'Medium', '10-14 years', 'Affectionate, energetic, gentle', 'High', True, 'High', 'Low', 'Known for their golden-rust coat, Vizslas are versatile hunters and loving family companions. These Hungarian pointers are often called "velcro dogs" for their strong desire to stay close to their owners.'),
+        ('Dog', 'Whippet', 'Medium', '12-15 years', 'Gentle, affectionate, quiet', 'Low', True, 'High', 'Low', 'Slender, athletic sighthounds known for their speed - capable of reaching 35mph. Despite high exercise needs, they are calm indoor companions and excellent apartment dogs.'),
+        ('Dog', 'Wire-Haired_Fox_Terrier', 'Small', '12-15 years', 'Alert, confident, gregarious', 'High', True, 'High', 'High', 'Energetic and wire-coated, these terriers were originally bred for fox hunting. Their tough, dense coat and fearless nature made them ideal for flushing foxes from their dens, and they remain bold and spirited companions.'),
+    ]
+
+    cursor.executemany('''
+    INSERT INTO AnimalCatalog (Species, Breed, Size_Category, Typical_Lifespan, Temperament, Care_Level, Good_With_Children, Exercise_Needs, Grooming_Needs, Brief_Description)
+    VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?, ?)
+    ''', dog_data)
+
+    conn.commit()
+    cursor.close()
+    conn.close()
+
+def get_dog_description(breed):
+    try:
+        conn = sqlite3.connect('animal_detector.db')
+        cursor = conn.cursor()
+
+        breed_name = breed.split('(')[0].strip()
+
+        cursor.execute("""
+            SELECT * FROM AnimalCatalog
+            WHERE Breed = ? OR Breed LIKE ? OR Breed LIKE ?
+        """, (breed_name, f"{breed_name}%", f"%{breed_name}"))
+
+        result = cursor.fetchone()
+
+        cursor.close()
+        conn.close()
+
+        if result:
+            # 標準化運動需求值
+            exercise_needs = result[8]
+            normalized_exercise = exercise_needs.strip().title()
+            if normalized_exercise not in ["Very High", "High", "Moderate", "Low"]:
+                normalized_exercise = "High"  # 預設值
+
+            description = {
+                "Breed": result[2],
+                "Size": result[3],
+                "Lifespan": result[4],
+                "Temperament": result[5],
+                "Care Level": result[6],
+                "Good with Children": "Yes" if result[7] else "No",
+                "Exercise Needs": normalized_exercise,
+                "Grooming Needs": result[9],
+                "Description": result[10]
+            }
+            return description
+        else:
+            print(f"No data found for breed: {breed_name}")
+            return None
+
+    except Exception as e:
+        print(f"Error in get_dog_description: {str(e)}")
+        return None
+
+insert_dog_data()
+
+
+@dataclass
+class UserPreferences:
+    """使用者偏好設定的資料結構"""
+    living_space: str  # "apartment", "house_small", "house_large"
+    exercise_time: int  # minutes per day
+    grooming_commitment: str  # "low", "medium", "high"
+    experience_level: str  # "beginner", "intermediate", "advanced"
+    has_children: bool
+    noise_tolerance: str  # "low", "medium", "high"
+    space_for_play: bool
+    other_pets: bool
+    climate: str  # "cold", "moderate", "hot"
+
+
+def calculate_compatibility_score(breed_info: dict, user_prefs: UserPreferences) -> dict:
+    """計算品種與使用者條件的相容性分數"""
+    scores = {}
+    try:
+        # 1. 空間相容性計算
+        def calculate_space_score(size, living_space, has_yard):
+            base_scores = {
+                "Small": {"apartment": 0.95, "house_small": 1.0, "house_large": 0.90},
+                "Medium": {"apartment": 0.65, "house_small": 0.90, "house_large": 1.0},
+                "Large": {"apartment": 0.35, "house_small": 0.75, "house_large": 1.0},
+                "Giant": {"apartment": 0.15, "house_small": 0.55, "house_large": 1.0}
+            }
+
+            base_score = base_scores.get(size, base_scores["Medium"])[living_space]
+            adjustments = 0
+
+            # 特殊情況調整
+            if living_space == "apartment":
+                if size == "Small":
+                    adjustments += 0.05
+                elif size in ["Large", "Giant"]:
+                    adjustments -= 0.15
+
+            if has_yard and living_space in ["house_small", "house_large"]:
+                adjustments += 0.05
+
+            return min(1.0, max(0, base_score + adjustments))
+
+        # 2. 運動相容性計算
+        def calculate_exercise_score(breed_exercise_needs, user_exercise_time):
+            exercise_needs = {
+                'VERY HIGH': 120,
+                'HIGH': 90,
+                'MODERATE': 60,
+                'LOW': 30,
+                'VARIES': 60
+            }
+
+            breed_need = exercise_needs.get(breed_exercise_needs.strip().upper(), 60)
+            difference = abs(user_exercise_time - breed_need) / breed_need
+
+            if difference == 0:
+                return 1.0
+            elif difference <= 0.2:
+                return 0.95
+            elif difference <= 0.4:
+                return 0.85
+            elif difference <= 0.6:
+                return 0.70
+            elif difference <= 0.8:
+                return 0.50
+            else:
+                return 0.30
+
+        # 3. 美容需求計算
+        def calculate_grooming_score(breed_grooming_needs, user_commitment, breed_size):
+            base_scores = {
+                "High": {"low": 0.3, "medium": 0.7, "high": 1.0},
+                "Moderate": {"low": 0.5, "medium": 0.9, "high": 1.0},
+                "Low": {"low": 1.0, "medium": 0.95, "high": 0.9}
+            }
+
+            base_score = base_scores.get(breed_grooming_needs, base_scores["Moderate"])[user_commitment]
+
+            if breed_size == "Large" and user_commitment == "low":
+                base_score *= 0.80
+            elif breed_size == "Giant" and user_commitment == "low":
+                base_score *= 0.70
+
+            return base_score
+
+        # 4. 經驗等級計算
+        def calculate_experience_score(care_level, user_experience, temperament):
+            base_scores = {
+                "High": {"beginner": 0.3, "intermediate": 0.7, "advanced": 1.0},
+                "Moderate": {"beginner": 0.6, "intermediate": 0.9, "advanced": 1.0},
+                "Low": {"beginner": 0.9, "intermediate": 1.0, "advanced": 1.0}
+            }
+
+            score = base_scores.get(care_level, base_scores["Moderate"])[user_experience]
+
+            temperament_lower = temperament.lower()
+            if user_experience == "beginner":
+                if any(trait in temperament_lower for trait in ['stubborn', 'independent', 'intelligent']):
+                    score *= 0.80
+                if any(trait in temperament_lower for trait in ['easy', 'gentle', 'friendly']):
+                    score *= 1.15
+
+            return min(1.0, score)
+
+        # 計算各項分數
+        scores['space'] = calculate_space_score(
+            breed_info['Size'],
+            user_prefs.living_space,
+            user_prefs.space_for_play
+        )
+
+        scores['exercise'] = calculate_exercise_score(
+            breed_info.get('Exercise Needs', 'Moderate'),
+            user_prefs.exercise_time
+        )
+
+        scores['grooming'] = calculate_grooming_score(
+            breed_info.get('Grooming Needs', 'Moderate'),
+            user_prefs.grooming_commitment.lower(),
+            breed_info['Size']
+        )
+
+        scores['experience'] = calculate_experience_score(
+            breed_info.get('Care Level', 'Moderate'),
+            user_prefs.experience_level,
+            breed_info.get('Temperament', '')
+        )
+
+        # 基礎權重
+        weights = {
+            'space': 0.30,
+            'exercise': 0.25,
+            'grooming': 0.15,
+            'experience': 0.30
+        }
+
+        # 基礎分數計算
+        base_score = sum(score * weights[category]
+                        for category, score in scores.items()
+                        if category != 'overall')
+
+        # 根據性格特徵調整
+        temperament = breed_info.get('Temperament', '').lower()
+        personality_bonus = 0
+
+        positive_traits = ['friendly', 'gentle', 'affectionate']
+        negative_traits = ['aggressive', 'stubborn', 'dominant']
+
+        personality_bonus += sum(0.02 for trait in positive_traits if trait in temperament)
+        personality_bonus -= sum(0.02 for trait in negative_traits if trait in temperament)
+
+        adjusted_score = base_score + personality_bonus
+
+        # 最終分數，加入微小隨機變化
+        final_score = min(1.0, max(0, adjusted_score + random.uniform(-0.005, 0.005)))
+        scores['overall'] = round(final_score, 4)
+
+        return scores
+
+    except Exception as e:
+        print(f"Error in calculate_compatibility_score: {str(e)}")
+        return {
+            'space': 0.5,
+            'exercise': 0.5,
+            'grooming': 0.5,
+            'experience': 0.5,
+            'overall': 0.5
+        }
+
+
+def get_breed_recommendations(user_prefs: UserPreferences, top_n: int = 5) -> List[Dict]:
+    """基於使用者偏好推薦狗品種，確保正確的分數排序"""
+    recommendations = []
+    seen_breeds = set()
+
+    try:
+        # 獲取所有品種
+        conn = sqlite3.connect('animal_detector.db')
+        cursor = conn.cursor()
+        cursor.execute("SELECT Breed FROM AnimalCatalog")
+        all_breeds = cursor.fetchall()
+        conn.close()
+
+        # 收集所有品種的分數
+        for breed_tuple in all_breeds:
+            breed = breed_tuple[0]
+            base_breed = breed.split('(')[0].strip()
+
+            # 避免重複品種
+            if base_breed in seen_breeds:
+                continue
+            seen_breeds.add(base_breed)
+
+            # 獲取品種資訊
+            breed_info = get_dog_description(breed)
+            if not isinstance(breed_info, dict):
+                continue
+
+            # 計算基礎相容性分數
+            compatibility_scores = calculate_compatibility_score(breed_info, user_prefs)
+
+            # 計算品種特定加分
+            breed_bonus = 0.0
+
+            # 1. 壽命加分
+            try:
+                lifespan = breed_info.get('Lifespan', '10-12 years')
+                years = [int(x) for x in lifespan.split('-')[0].split()[0:1]]
+                longevity_bonus = min(0.02, (max(years) - 10) * 0.005)
+                breed_bonus += longevity_bonus
+            except:
+                pass
+
+            # 2. 性格特徵加分
+            temperament = breed_info.get('Temperament', '').lower()
+            positive_traits = ['friendly', 'gentle', 'affectionate', 'intelligent']
+            negative_traits = ['aggressive', 'stubborn', 'dominant']
+
+            breed_bonus += sum(0.01 for trait in positive_traits if trait in temperament)
+            breed_bonus -= sum(0.01 for trait in negative_traits if trait in temperament)
+
+            # 3. 與孩童相容性加分
+            if user_prefs.has_children:
+                if breed_info.get('Good with Children') == 'Yes':
+                    breed_bonus += 0.02
+                elif breed_info.get('Good with Children') == 'No':
+                    breed_bonus -= 0.03
+
+            # 計算最終分數
+            final_score = compatibility_scores['overall'] + breed_bonus
+            final_score = round(min(1.0, max(0, final_score)), 4)
+
+            # 儲存所有相關分數
+            recommendations.append({
+                'breed': breed,
+                'base_score': compatibility_scores['overall'],
+                'bonus_score': breed_bonus,
+                'final_score': final_score,
+                'scores': compatibility_scores,
+                'info': breed_info
+            })
+
+        # 嚴格按照 final_score 排序
+        recommendations.sort(key=lambda x: x['final_score'], reverse=True)
+
+        # 選擇前N名並確保正確排序
+        final_recommendations = []
+        last_score = None
+        rank = 1
+
+        for rec in recommendations:
+            if len(final_recommendations) >= top_n:
+                break
+
+            current_score = rec['final_score']
+
+            # 確保分數遞減
+            if last_score is not None and current_score > last_score:
+                continue
+
+            # 添加排名資訊
+            rec['rank'] = rank
+            final_recommendations.append(rec)
+
+            last_score = current_score
+            rank += 1
+
+        # 驗證最終排序
+        for i in range(len(final_recommendations)-1):
+            current = final_recommendations[i]
+            next_rec = final_recommendations[i+1]
+
+            if current['final_score'] < next_rec['final_score']:
+                print(f"Warning: Sorting error detected!")
+                print(f"#{i+1} {current['breed']}: {current['final_score']}")
+                print(f"#{i+2} {next_rec['breed']}: {next_rec['final_score']}")
+
+                # 交換位置
+                final_recommendations[i], final_recommendations[i+1] = \
+                    final_recommendations[i+1], final_recommendations[i]
+
+        # 打印最終結果以供驗證
+        print("\nFinal Rankings:")
+        for rec in final_recommendations:
+            print(f"#{rec['rank']} {rec['breed']}")
+            print(f"Base Score: {rec['base_score']:.4f}")
+            print(f"Bonus: {rec['bonus_score']:.4f}")
+            print(f"Final Score: {rec['final_score']:.4f}\n")
+
+        return final_recommendations
+
+    except Exception as e:
+        print(f"Error in get_breed_recommendations: {str(e)}")
+        print(f"Traceback: {traceback.format_exc()}")
+        return []
+
+
+
+def calculate_breed_bonus(breed_info: dict, user_prefs: UserPreferences) -> float:
+    """計算品種額外加分"""
+    bonus = 0.0
+
+    # 壽命加分
+    try:
+        lifespan = breed_info.get('Lifespan', '10-12 years')
+        years = [int(x) for x in lifespan.split('-')[0].split()[0:1]]
+        longevity_bonus = min(0.05, (max(years) - 10) * 0.01)
+        bonus += longevity_bonus
+    except:
+        pass
+
+    # 性格特徵加分
+    temperament = breed_info.get('Temperament', '').lower()
+    if user_prefs.has_children:
+        if 'gentle' in temperament or 'patient' in temperament:
+            bonus += 0.03
+
+    # 適應性加分
+    if breed_info.get('Size') == "Small" and user_prefs.living_space == "apartment":
+        bonus += 0.02
+
+    return bonus
+
+def calculate_additional_factors(breed_info: dict, user_prefs: UserPreferences) -> dict:
+    """計算額外的排序因素"""
+    factors = {
+        'versatility': 0.0,
+        'health_score': 0.0,
+        'adaptability': 0.0
+    }
+
+    # 計算多功能性分數
+    temperament = breed_info.get('Temperament', '').lower()
+    versatile_traits = ['intelligent', 'adaptable', 'versatile', 'trainable']
+    factors['versatility'] = sum(trait in temperament for trait in versatile_traits) / len(versatile_traits)
+
+    # 計算健康分數（基於預期壽命）
+    lifespan = breed_info.get('Lifespan', '10-12 years')
+    try:
+        years = [int(x) for x in lifespan.split('-')[0].split()[0:1]]
+        factors['health_score'] = min(1.0, max(years) / 15)  # 標準化到0-1範圍
+    except:
+        factors['health_score'] = 0.5  # 預設值
+
+    # 計算適應性分數
+    size = breed_info.get('Size', 'Medium')
+    factors['adaptability'] = {
+        'Small': 0.9,
+        'Medium': 0.7,
+        'Large': 0.5,
+        'Giant': 0.3
+    }.get(size, 0.5)
+
+    return factors
+
+def format_recommendation_html(recommendations: List[Dict]) -> str:
+    """將推薦結果格式化為HTML，包含完整的分數說明與品種資訊，以及健康資訊"""
+    html_content = "<div class='recommendations-container'>"
+
+    for rec in recommendations:
+        breed = rec['breed']
+        scores = rec['scores']
+        info = rec['info']
+        rank = rec.get('rank', 0)
+        final_score = rec.get('final_score', scores['overall'])
+        bonus_score = rec.get('bonus_score', 0)
+        
+        # 獲取健康資訊
+        health_info = breed_health_info.get(breed, {"health_notes": default_health_note})
+
+        # 收集加分原因
+        bonus_reasons = []
+        temperament = info.get('Temperament', '').lower()
+        if any(trait in temperament for trait in ['friendly', 'gentle', 'affectionate']):
+            bonus_reasons.append("Positive temperament traits")
+        if info.get('Good with Children') == 'Yes':
+            bonus_reasons.append("Excellent with children")
+        try:
+            lifespan = info.get('Lifespan', '10-12 years')
+            years = int(lifespan.split('-')[0])
+            if years > 12:
+                bonus_reasons.append("Above-average lifespan")
+        except:
+            pass
+
+        html_content += f"""
+        <div class="dog-info-card recommendation-card">
+            <div class="breed-info">
+                <h2 class="section-title">
+                    <span class="icon">🏆</span> #{rank} {breed.replace('_', ' ')}
+                    <span class="score-badge">
+                        Overall Match: {final_score*100:.1f}%
+                    </span>
+                </h2>
+                <div class="compatibility-scores">
+                    <div class="score-item">
+                        <span class="label">Space Compatibility:</span>
+                        <div class="progress-bar">
+                            <div class="progress" style="width: {scores['space']*100}%"></div>
+                        </div>
+                        <span class="percentage">{scores['space']*100:.1f}%</span>
+                    </div>
+                    <div class="score-item">
+                        <span class="label">Exercise Match:</span>
+                        <div class="progress-bar">
+                            <div class="progress" style="width: {scores['exercise']*100}%"></div>
+                        </div>
+                        <span class="percentage">{scores['exercise']*100:.1f}%</span>
+                    </div>
+                    <div class="score-item">
+                        <span class="label">Grooming Match:</span>
+                        <div class="progress-bar">
+                            <div class="progress" style="width: {scores['grooming']*100}%"></div>
+                        </div>
+                        <span class="percentage">{scores['grooming']*100:.1f}%</span>
+                    </div>
+                    <div class="score-item">
+                        <span class="label">Experience Match:</span>
+                        <div class="progress-bar">
+                            <div class="progress" style="width: {scores['experience']*100}%"></div>
+                        </div>
+                        <span class="percentage">{scores['experience']*100:.1f}%</span>
+                    </div>
+                    {f'''
+                    <div class="score-item bonus-score">
+                        <span class="label">
+                            Breed Bonus:
+                            <span class="tooltip">
+                                <span class="tooltip-icon">ⓘ</span>
+                                <span class="tooltip-text">
+                                    <strong>Breed Bonus Points:</strong><br>
+                                    • {('<br>• '.join(bonus_reasons)) if bonus_reasons else 'No additional bonus points'}<br>
+                                    <br>
+                                    <strong>Bonus Factors Include:</strong><br>
+                                    • Friendly temperament<br>
+                                    • Child compatibility<br>
+                                    • Longer lifespan<br>
+                                    • Living space adaptability
+                                </span>
+                            </span>
+                        </span>
+                        <div class="progress-bar">
+                            <div class="progress" style="width: {bonus_score*100}%"></div>
+                        </div>
+                        <span class="percentage">{bonus_score*100:.1f}%</span>
+                    </div>
+                    ''' if bonus_score > 0 else ''}
+                </div>
+                <div class="breed-details-section">
+                    <h3 class="subsection-title">
+                        <span class="icon">📋</span> Breed Details
+                    </h3>
+                    <div class="details-grid">
+                        <div class="detail-item">
+                            <span class="tooltip">
+                                <span class="icon">📏</span>
+                                <span class="label">Size:</span>
+                                <span class="tooltip-icon">ⓘ</span>
+                                <span class="tooltip-text">
+                                    <strong>Size Categories:</strong><br>
+                                    • Small: Under 20 pounds<br>
+                                    • Medium: 20-60 pounds<br>
+                                    • Large: Over 60 pounds
+                                </span>
+                                <span class="value">{info['Size']}</span>
+                            </span>
+                        </div>
+                        <div class="detail-item">
+                            <span class="tooltip">
+                                <span class="icon">🏃</span>
+                                <span class="label">Exercise Needs:</span>
+                                <span class="tooltip-icon">ⓘ</span>
+                                <span class="tooltip-text">
+                                    <strong>Exercise Needs:</strong><br>
+                                    • Low: Short walks<br>
+                                    • Moderate: 1-2 hours daily<br>
+                                    • High: 2+ hours daily<br>
+                                    • Very High: Constant activity
+                                </span>
+                                <span class="value">{info['Exercise Needs']}</span>
+                            </span>
+                        </div>
+                        <div class="detail-item">
+                            <span class="tooltip">
+                                <span class="icon">👨‍👩‍👧‍👦</span>
+                                <span class="label">Good with Children:</span>
+                                <span class="tooltip-icon">ⓘ</span>
+                                <span class="tooltip-text">
+                                    <strong>Child Compatibility:</strong><br>
+                                    • Yes: Excellent with kids<br>
+                                    • Moderate: Good with older children<br>
+                                    • No: Better for adult households
+                                </span>
+                                <span class="value">{info['Good with Children']}</span>
+                            </span>
+                        </div>
+                    </div>
+                </div>
+                <div class="description-section">
+                    <h3 class="subsection-title">
+                        <span class="icon">📝</span> Description
+                    </h3>
+                    <p class="description-text">{info.get('Description', '')}</p>
+                </div>
+                <div class="health-section">
+                    <h3 class="subsection-title">
+                        <span class="icon">🏥</span> Health Insights
+                        <span class="tooltip">
+                            <span class="tooltip-icon">ⓘ</span>
+                            <span class="tooltip-text">
+                                Health information is compiled from AKC and veterinary organizations.
+                                Individual dogs may vary.
+                            </span>
+                        </span>
+                    </h3>
+                    
+                    <div class="health-info">
+                        <div class="health-details">
+                            <h4>Common breed-specific health considerations (Source: AKC):</h4>
+                            <ul>
+                                <li>Patellar luxation</li>
+                                <li>Progressive retinal atrophy</li>
+                                <li>Von Willebrand's disease</li>
+                                <li>Open fontanel</li>
+                            </ul>
+
+                            <h4>Recommended health screenings:</h4>
+                            <ul>
+                                <li>Patella evaluation</li>
+                                <li>Eye examination</li>
+                                <li>Blood clotting tests</li>
+                                <li>Skull development monitoring</li>
+                            </ul>
+                        </div>
+                    </div>
+                    
+                    <div class="health-disclaimer">
+                        <p>» Source: AKC Health Database, 2024</p>
+                        <p>» This information is for reference only and based on breed tendencies.</p>
+                        <p>» Each dog is unique and may not develop any or all of these conditions.</p>
+                        <p>» Always consult with qualified veterinarians for professional advice.</p>
+                    </div>
+                </div>
+                <div class="action-section">
+                    <a href="https://www.akc.org/dog-breeds/{breed.lower().replace('_', '-')}/"
+                       target="_blank"
+                       class="akc-button">
+                        <span class="icon">🌐</span>
+                        Learn more about {breed.replace('_', ' ')} on AKC website
+                    </a>
+                </div>
+            </div>
+        </div>
+        """
+
+    html_content += "</div>"
+    return html_content