give complete deep learning code for making a chatbot with this data
{
"intents": [
{
"tag": "greeting",
"patterns": [
"Hi",
"Hello",
"Hey",
"Greetings"
],
"responses": [
"Hello, how can I help you today?",
"Hi there, what can I do for you?",
"Hey, what brings you here today?"
]
},
{
"tag": "name",
"patterns": [
"What is your name?",
"What should I call you?",
"What’s your name?"
],
"responses": [
"You can call me MindMate",
"Just call me as MindMate"
]
},
{
"tag": "age",
"patterns": [
"How old are you?",
"What’s your age?",
"When were you born?"
],
"responses": [
"I don’t have an age. I’m just a computer program!",
"I was created in 2023, so I’m fairly new!"
]
},
{
"tag": "help",
"patterns": [
"Could you help me?",
"Give me a hand please",
"Can you help?",
"I need help",
"What can you do for me?",
"I need support",
"I need help",
"Support me please"
],
"responses": [
"Tell me how can assist you",
"Tell me your problem to assist you",
"Yes Sure, How can I support you"
]
},
{
"tag": "definition",
"patterns": [
"What does it mean to have a mental illness?",
"What is mental health illness",
"Describe mental health illness"
],
"responses": [
"Mental illnesses are health conditions that disrupt a person’s thoughts, emotions, relationships, and daily functioning."
]
},
{
"tag": "affects_whom",
"patterns": [
"Who does mental illness affect?",
"Who is affected by mental illness?"
],
"responses": [
"It is estimated that mental illness affects 1 in 5 adults in America, and that 1 in 24 adults have a serious mental illness."
]
},
{
"tag": "symptoms",
"patterns": [
"What are the symptoms of depression?",
"How to identify depression?",
"Signs of depression"
],
"responses": [
"The symptoms of depression include persistent sadness or feeling down, loss of interest in activities, fatigue, changes in appetite, sleep disturbances, difficulty concentrating, and feelings of hopelessness or worthlessness. It’s important to seek professional help if you experience these symptoms."
]
},
{
"tag": "treatment",
"patterns": [
"How to treat depression?",
"What are the treatment options for depression?",
"Ways to treat depression"
],
"responses": [
"Treatment for depression may include psychotherapy, medication, or a combination of both. It’s important to work with a mental health professional to determine the best treatment approach for your individual needs."
]
},
{
"tag": "anxiety_definition",
"patterns": [
"What is anxiety?",
"Define anxiety",
"Explain anxiety"
],
"responses": [
"Anxiety is an emotion characterized by feelings of tension, worry, and apprehension about potential future events. It is a natural and normal part of life, but when it becomes excessive, it can lead to a disorder."
]
},
{
"tag": "anxiety_symptoms",
"patterns": [
"What are the symptoms of anxiety?",
"How to identify anxiety?",
"Signs of anxiety"
],
"responses": [
"The symptoms of anxiety can include restlessness, excessive worry or fear, irritability, tremors, sweating, difficulty concentrating, rapid or irregular heartbeats, and sleep disturbances. If you’re experiencing any of these symptoms persistently, it’s important to seek professional help."
]
},
{
"tag": "anxiety_treatment",
"patterns": [
"How to treat anxiety?",
"What are the treatment options for anxiety?",
"Ways to treat anxiety"
],
"responses": [
"Treatment options for anxiety may include therapy, medication, lifestyle changes, or a combination of these approaches. A mental health professional can help you determine the best course of action to manage your anxiety."
]
},
{
"tag": "anger_management",
"patterns": [
"How to control anger?",
"Ways to manage anger",
"Tips for anger management"
],
"responses": [
"Some techniques for managing anger include deep breathing, counting to 10, taking breaks, practicing assertiveness, and seeking professional help to learn other coping strategies."
]
},
{
"tag": "goodbye",
"patterns": [
"Goodbye",
"See you",
"Bye",
"Farewell"
],
"responses": [
"Goodbye! If you have any more questions, feel free to ask.",
"Bye! Have a great day!",
"See you later! Don’t hesitate to reach out if you need assistance."
]
},
{
"tag": "gratitude",
"patterns": [
"Thank you",
"Thanks",
"I appreciate it",
"I’m grateful for your help"
],
"responses": [
"You’re welcome! I’m here to help.",
"No problem! If you have any more questions, don’t hesitate to ask.",
"I’m glad I could be of assistance."
]
},
{
"tag": "stress_management",
"patterns": [
"Ways to manage stress",
"How to deal with stress?",
"Stress management tips"
],
"responses": [
"Some ways to manage stress include practicing relaxation techniques, maintaining a healthy lifestyle, setting realistic expectations, taking breaks, and seeking professional support."
]
},
{
"tag": "sleep_hygiene",
"patterns": [
"How to improve sleep?",
"Tips for better sleep",
"What can I do to sleep well?"
],
"responses": [
"Some tips for better sleep include establishing a regular sleep schedule, creating a comfortable sleep environment, avoiding stimulants before bedtime, and establishing a relaxing bedtime routine."
]
},
{
"tag": "professional_help",
"patterns": [
"When to seek professional help for mental health?",
"When should I talk to a therapist?",
"When to consult a psychologist?"
],
"responses": [
"You should consider seeking professional help if your emotional or mental distress is causing significant disruption to your daily life, affecting your relationships or work, or if you’re experiencing thoughts of self-harm or suicide."
]
},
{
"tag": "exercise_mental_health",
"patterns": [
"Does exercise help mental health?",
"How does physical activity affect mental wellbeing?",
"Can working out help with mental health?"
],
"responses": [
"Exercise has been shown to have a positive impact on mental health by reducing anxiety, depression, and stress, as well as improving self-esteem and cognitive function."
]
},
{
"tag": "meditation",
"patterns": [
"What is meditation?",
"Tell me about meditation",
"How does meditation work?"
],
"responses": [
"Meditation is a mind-body practice that promotes relaxation and mental clarity through techniques such as focusing on the breath, a word, or an image. It is believed to work by influencing brain activity and inducing a relaxation response in the body."
]
}
]
}