ReflectAI is an interactive chatbot designed to help users reflect on their thoughts and emotions, offering personalized emotional analysis and helpful mental health resources.
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Mental health is often overlooked, and people may not always have a safe space to express their feelings. In moments of distress, having a simple way to reflect can make a difference. Many existing solutions focus on just one aspect, like providing resources, but do not personalize the experience or offer immediate support tailored to individual emotional states.amlit.app
ReflectAI combines emotion analysis with personalized journaling prompts, mood tracking, and a daily affirmation system to help users stay grounded. The app leverages machine learning to analyze text for signs of distress, offering support in real-time and connecting users with helpful resources when necessary.
- Mood Check-In: Allows users to rate how they’re feeling, offering personalized affirmations based on their mood.
- Prediction Model: Classifies user text into categories (like signs of self-harm) and suggests resources if necessary.
- Journal Prompts: Encourages daily reflection with suggestions for positive thinking and emotional expression.
- Helpful Resources: Provides users with links to mental health resources, such as meditation guides and breathing exercises.
- Interactive Feedback: Users can rate the accuracy of the emotional analysis, helping improve the system over time.
- Frontend: Streamlit for a simple and clean interface.
- Backend: Python for model integration and text processing.
- Machine Learning: A pre-trained model for emotion classification and sentiment analysis using custom preprocessing.
- Libraries: NLTK, Pandas, and others for NLP and data handling.
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Clone the repository:
git clone https://github.com/Vai-Man/ReflectiveAI.git cd reflectai -
Install dependencies:
pip install -r requirements.txt
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Run the app:
streamlit run app.py
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Open the app in your browser (default URL: http://localhost:8501).