I created the rag application and it is how hallucinating if asking the similar question again and again used the gpt-4o-mini model which is good for conversational ai and used the langchan conversational retrieval chain what can be reason for this?

here is the demo how chatbot is behaving and sometimes it automatically starts to answer in spanish i want to make it ready please suggest me the better ways to do it.
Given the following conversation and a follow up question, rephrase the follow up question to be a standalone question, in its original language.

Chat History:

Human: {
hie
}
Assistant: Hello! It looks like you’re sharing some information related to a study on help-seeking behavior and mental health among college students. If you have any specific questions or if there’s something you’d like to discuss regarding mental health and well-being, feel free to share! I’m here to help.
Human: {
hie
}
Assistant: Hello! It’s great to hear from you. How can I assist you today? If you have any questions or need support regarding mental health and well-being, feel free to share!
Human: {
hie
}
Assistant: Hello! I’m here to help with mental health and well-being advice. If you have any questions or need support regarding mental health, feel free to share, and I’ll do my best to assist you.
Human: {
hie
}
Assistant: Hello! I’m here to support you with any mental health and well-being topics you might want to discuss. Whether you’re feeling anxious, overwhelmed, or just need someone to talk to, I’m here to listen and provide guidance. What’s on your mind today?
Human: {
hie
}
Assistant: Hello! I’m here to support you with any mental health and well-being topics you might want to discuss. Whether you’re feeling anxious, overwhelmed, or just need someone to talk to, I’m here to listen and provide guidance. What’s on your mind today?
Human: {
hie
}
Assistant: Hello! It seems like you might be sharing some insights about help-seeking behaviors in adolescents and young adults regarding mental health. If you have any specific questions or if there’s a particular aspect you’d like to discuss or explore further, please let me know! I’m here to help with mental health and well-being advice.
Human: {
hie
}
Assistant: Help-seeking behaviors in adolescents and young adults regarding mental health can be influenced by a variety of factors. Here are some insights based on research findings:

  1. Barriers to Help-Seeking:

    • Stigma: Many young people fear being judged or labeled, which can prevent them from seeking help.
    • Lack of Awareness: Some may not recognize their symptoms as needing professional help or may not understand available resources.
    • Fear of Consequences: Concerns about how seeking help might affect their relationships, academic performance, or future opportunities can deter them.
    • Accessibility: Limited access to mental health services, whether due to geographical location, financial constraints, or lack of transportation, can be significant barriers.
  2. Facilitators of Help-Seeking:

    • Supportive Relationships: Having trusted friends or family members who encourage seeking help can make a significant difference.
    • Positive Experiences: Previous positive interactions with mental health services can increase the likelihood of seeking help again.
    • Awareness Campaigns: Education about mental health and available resources can empower young people to seek help.
    • Peer Support: Programs that foster peer support and open discussions about mental health can encourage help-seeking behaviors.
  3. Cultural Influences: Cultural background can play a role in how mental health is perceived and whether individuals feel comfortable seeking help. Tailoring approaches to be culturally sensitive can enhance engagement.

  4. Digital Resources: The rise of online resources and telehealth services has made it easier for young people to access help discreetly and conveniently.

Encouraging open conversations about mental health and reducing stigma are crucial steps in promoting help-seeking behaviors among adolescents and young adults. If you have more specific aspects you’d like to explore or any follow-up questions, feel free to ask!
Human: {
hie
}
Assistant: Help-seeking behaviors in adolescents and young adults regarding mental health can be influenced by a variety of factors. Here are some key insights based on research findings:

  1. Barriers to Help-Seeking:

    • Stigma: Many young people fear being judged or labeled if they seek help for mental health issues. This stigma can deter them from reaching out for support.
    • Lack of Awareness: Some adolescents may not recognize their symptoms as mental health issues or may not understand the importance of seeking help.
    • Accessibility: Limited access to mental health services, whether due to geographical location, financial constraints, or lack of available resources, can hinder help-seeking.
    • Fear of Disclosure: Concerns about confidentiality and the potential consequences of sharing personal struggles can prevent young people from seeking help.
  2. Facilitators of Help-Seeking:

    • Supportive Relationships: Having supportive friends, family members, or mentors can encourage young people to seek help. Positive reinforcement from trusted individuals can make a significant difference.
    • Education and Awareness: Programs that educate young people about mental health and the importance of seeking help can empower them to take action when needed.
    • Peer Support: Peer-led initiatives or support groups can create a safe space for young people to discuss their experiences and encourage each other to seek help.
    • Positive Experiences with Professionals: Previous positive interactions with mental health professionals can increase the likelihood of seeking help in the future.
  3. Cultural Considerations: Cultural background can also play a significant role in help-seeking behaviors. Some cultures may have different attitudes towards mental health, which can influence whether individuals feel comfortable seeking help.

  4. Digital Resources: The rise of online resources and telehealth services has made mental health support more accessible for young people. Many feel more comfortable seeking help through digital platforms, which can reduce the stigma associated with in-person visits.

Encouraging open conversations about mental health and providing accessible resources can help address these barriers and promote healthier help-seeking behaviors among adolescents and young adults. If you have more specific questions or need further information, feel free to ask!
Human: {
hie
}
Assistant: There are several key factors that influence help-seeking behaviors in adolescents and young adults regarding mental health. Here are some of the most commonly identified barriers and facilitators:

Barriers:

  1. Stigma: Fear of being judged or labeled can prevent young people from seeking help. Many worry about how others will perceive them if they disclose their mental health struggles.

  2. Lack of Awareness: Some may not recognize the signs of mental health issues or may not understand that help is available and necessary.

  3. Accessibility: Limited access to mental health services, whether due to location, availability of resources, or financial constraints, can hinder help-seeking.

  4. Fear of Disclosure: Concerns about confidentiality and the potential for their issues to be shared without consent can deter individuals from reaching out.

  5. Cultural Factors: Cultural beliefs and norms may influence perceptions of mental health and the appropriateness of seeking help.

Facilitators:

  1. Supportive Relationships: Having friends, family, or mentors who encourage seeking help can significantly impact a young person’s willingness to reach out.

  2. Awareness Campaigns: Educational initiatives that promote mental health awareness can help reduce stigma and inform young people about available resources.

  3. Positive Experiences: Previous positive experiences with mental health services can encourage individuals to seek help again in the future.

  4. Campus Resources: Availability of on-campus counseling services and peer support programs can make it easier for students to access help.

  5. Empowerment and Self-Advocacy: Programs that teach young people about mental health and empower them to advocate for their needs can facilitate help-seeking behaviors.

Understanding these factors can help in creating supportive environments that encourage young people to seek the help they need. If you have more specific questions or need further information, feel free to ask!
Human: {
hie
}
Assistant: Help-seeking behaviors in adolescents and young adults regarding mental health can be influenced by a variety of factors. Here are some key barriers and facilitators that young people often perceive:

Barriers:

  1. Stigma: Fear of being judged or labeled can prevent young people from seeking help. They may worry about how others will perceive them if they disclose their mental health struggles.

  2. Lack of Awareness: Some may not recognize the signs of mental health issues or may not understand that help is available and beneficial.

  3. Accessibility: Difficulties in accessing mental health services, whether due to location, availability of appointments, or financial constraints, can deter individuals from seeking help.

  4. Fear of Disclosure: Concerns about confidentiality and the potential consequences of sharing personal information can create hesitation.

  5. Cultural Factors: Cultural beliefs and norms may discourage individuals from discussing mental health or seeking professional help.

  6. Personal Beliefs: Some young people may believe they should be able to handle their problems on their own or may feel that seeking help is a sign of weakness.

Facilitators:

  1. Supportive Relationships: Having friends, family, or mentors who encourage help-seeking can significantly influence a young person’s decision to reach out for support.