Mission
Your journey to well-being is unique. Your support should be too. We utilize personalized LLM companions and goal-oriented pipelines to build emotional resilience, discover healthy habits, and empower you on your path to a happier, healthier you.
Inspiration
This project was inspired by a recent study published in Nature [1], which investigated the potential of artificial intelligence (AI) for mental health interventions. The study explored the use of large language models (LLMs) to provide emotional support and personalized guidance to individuals. The findings highlighted the promise of AI chatbots in:
- Enhancing accessibility: Offering 24/7 support, overcoming geographical limitations and potentially reducing therapy costs.
- Promoting self-discovery: Enabling users to gain insights into their emotions and thought patterns through reflection and journaling prompts.
- Providing personalized support: Tailoring responses and guidance based on user input, creating a more individualized experience compared to traditional therapy resources.
([1] Loneliness and suicide mitigation for students using GPT3-enabled chatbots: Nature Article)
We believe that Mindstorm can build upon this research by developing a comprehensive AI-powered mental wellness companion. Our app aims to address the limitations identified in the study, such as:
- Limited emotional understanding: By incorporating advanced emotional recognition techniques, we can create AI companions that can better respond to user emotions, addressing people who might not want to see a real therapist/had bad experiences with therapy.
- Focus on short-term interactions: We aim to provide long-term support through features like weekly analysis and goal-setting tools.
Our vision is to create a user-friendly and accessible tool that empowers individuals on their journey towards mental well-being.
Problem
Mental health concerns are prevalent, with anxiety affecting over 264 million people globally, according to WHO. Yet, accessing effective care remains a challenge. Cost, scheduling difficulties, and social stigma create major barriers.
The result? People struggling the most are often the least likely to seek help. Over 54% of adults with mental illness don’t seek treatment (WHO). This creates a vicious cycle, impacting their overall well-being, relationships, and physical health.
Mindstorm is here to break free from the limitations of traditional therapy. We offer personalized, accessible support through an accessible on-the-go app. Forget one-size-fits-all: we use LLMs with specialized chatbots tailored to address specific needs: ADHD, depression, anxiety, and productivity goals. The App Store and GPT Store are flooded with generic mental wellness chatbots. We offer something fundamentally different: precise support tailored to your specific needs.
Differentiators
We have a pipeline and a specialized companion for every need, with long-term adaptive memory. With RAG-powered personalization, the companion you talk to analyzes your chat history, experiences, struggles, and preferences, allowing it to provide targeted support that resonates with your unique needs.
Unlike generic apps with a one-size-fits-all therapist, Mindstorm evolves with you. It’s your personalized mental health partner, offering ongoing guidance and a safe space to work towards your goals.
Usage
Our user flow is simple — journal and reflect on your day, and choose to chat from your entry with a recommended companion based on what we detected from your needs. Over time, you can check your weekly insights to make sense of your trends and emotional landscape.
Current Features
Specialized Companions:
- Lyra, Your Anxiety Coach: Feeling the pressure rise? Lyra detects your anxiety in real-time and provides personalized stress management techniques tailored to your preferences. Uncover the 'why' behind your thoughts and understand the root causes of your recurring patterns, tailored to your unique experiences.
- Nimbus, Your Productivity Partner: Drowning in a sea of thoughts and to-dos? Nimbus helps you conquer mental clutter by organizing tasks and prioritizing your workload. Reduce overwhelm, regain control, and achieve more with Nimbus by your side.
- Solara, Your Reflective Buddy: Need to step back and see the bigger picture? Solara utilizes your past entries to guide you in high-level reflection. Explore patterns, gain insights, and make informed changes for a better tomorrow with Solara's insightful prompts.
These specialized companions work together to create a personalized support system that adapts to your evolving needs.
Adaptive Long-Term Memory:
Imagine a companion that not only listens, but truly remembers. Unlike basic chatbots, Mindstorm utilizes RAG (Retrieval-Augmented Generation) to:
- Personalize Your Experience: We analyze your interactions, preferences, and past entries to tailor responses and support that hits home for you.
- Dynamic Learning: Our adaptive memory continuously evolves alongside you. As you share your experiences and emotions, your companion gains a deeper understanding of your unique needs.
- Precise Therapy: By understanding your individual patterns and triggers, we can provide targeted therapy suggestions and coping mechanisms that are effective for you.
Think of it as a conversation that deepens over time. The more you interact with Mindstorm, the better your AI companion can support you on your path to optimal well-being.
Weekly Insights:
- Weekly Summary
- Reflect & Reconnect: Gain a clear view of your week's entries with our concise summary. This easy-to-read snapshot helps you connect the dots and identify recurring themes in your thoughts and emotions.
- Mood Trends
- Uncover Your Emotional Landscape: Dive deeper with our mood trend analysis. By understanding your emotional patterns throughout the week, you can gain valuable insights and personalize self-care strategies for greater well-being.
- Brain Real Estate
- Know What Occupies Your Mind: Ever feel overwhelmed by swirling thoughts? "Brain Real Estate" reveals the topics that occupy your mind the most. This self-discovery tool empowers you to prioritize what matters most and focus on areas that need your attention.