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This is an example of the program playing a song based off of your mood that has been analyzed through chat therapy
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This is an example of the program transcribing what has been said to the AI
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This is the program giving a response through text as well as speech to give a more human like interaction.
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Speech Recognition that allows you to play your own private music playlist
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A mood tracker that tracks using a calendar to further analyze overall behavior
🌟 ## Inspiration Our project, RealityCheck, draws inspiration from the pioneering work of Alfred Adler and his teleological approach to psychology. In a landscape cluttered with mental health apps that often fall short of providing practical guidance, we are driven by the belief that addressing mental health challenges requires a deeper understanding of individual motivations and behaviors.
🤯🔍 ## What it does? RealityCheck is a groundbreaking mental health app that transcends the superficial approaches of mainstream solutions. By leveraging advanced AI technologies such as Cohere, Gemeni (Google Cloud), DistilBERT, combined with our understanding of Adlerian psychology, our platform offers users practical guidance tailored to their unique circumstances.
Unlike other apps that may pathologize normal human experiences, RealityCheck empowers users to recognize the practicality in their emotions and behaviors. Through interpersonal communication informed by Adler's principles, users gain insights into their motivations and develop strategies for navigating life's challenges with resilience and confidence.
What sets RealityCheck apart is its emphasis on fostering self-awareness and practical problem-solving skills, helping users cultivate a sense of agency in managing their mental well-being.
💡🛠💎 ## How we built it? We meticulously crafted RealityCheck using a combination of cutting-edge technologies and psychological expertise. Our development stack includes ReactJS for the frontend, Flask for the backend, and Python for AI integration.
One of our significant achievements was the seamless integration of Coheres classifier, OpenAI API and google clouds text-to-speech with our own trained AI model using data sets we found through real world posts, enabling us to provide personalized insights based on users' input. Additionally, our understanding of these theories and applications in real life ensured that the app's content adheres to ethical and evidence-based standards.
🧩🤔💡 ## Challenges we ran into 🧠 Psychological Integration: Balancing advanced AI with Adlerian psychology principles posed unique challenges since it was difficult finding data that uses his method due to the popularity of Freuds methods. 🚀 Content Curation: Attempting to stay true to Adler's philosophy required careful consideration and constant adjustments to our overall prototype. 🔐 Privacy and Security: Choosing between convenience/practicality and the privacy of the User. For the sake of exploring new technologies we chose practicality but have thoroughly thought through the implications of that and have come up with methods that would be far more secure and have the consumer in mind.
🏆🥇🎉 ## Accomplishments that we're proud of 🚀 Innovative Approach: Our fusion of AI technology with Adlerian psychology offers a fresh perspective on mental health support and makes for a great niche a vast majority of people can bandwagon on. 📈 User Empowerment: Empowering users to embrace practicality and agency in managing their mental well-being. This is something we take great stride in because we like to see people want to achieve greatness and believing in themselves. 💻 Seamless Integration: Creating a user-friendly platform that seamlessly integrates complex technologies and psychological insights. 🤝 Ethical Standards: Upholding ethical principles in content development and user data management. 🧠 Positive Impact: Affirming the potential of our platform to transform attitudes towards mental health and promote resilience.
🧐📈🔎 ## What we learned 🚀 Intersection of Technology and Psychology: Deepened our understanding of how AI can augment psychological interventions. 🤝 Collaborative Development: Leveraged interdisciplinary collaboration to create a holistic mental health solution. 🛠 Continuous Improvement: Embraced feedback-driven iteration to refine user experience and content effectiveness. 🔐 Data Privacy: Enhanced our knowledge of data privacy regulations and best practices in app development.
🌟👥🚀 ## What's next for RealityCheck 🌐 Expansion and Accessibility: Making RealityCheck available to a broader audience through platform expansion and localization. 🔄 Iterative Development: Continuously refining and updating content based on user feedback and emerging research. 🧠 Advanced AI Integration: Exploring advanced AI models to further personalize user experiences and insights. 🤝 Partnerships: Collaborating with mental health organizations and practitioners to enhance the app's credibility and reach. 💻 Enhanced Features: Introducing new features such as peer support networks and goal-tracking tools to enrich user experience and outcomes.
Built With
- cohere-classifier
- colab
- css
- distilbert
- flask
- gemeni-pro
- google-cloud
- html
- javascript
- openai-api
- python
- react
- tensorflow
- text-to-speech
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