metadata

title: MotiMeter
emoji: ⚡
colorFrom: pink
colorTo: purple
sdk: streamlit
sdk_version: 1.40.2
app_file: app.py
pinned: false

MotiMeter

Overview

MotiMeter is an innovative AI-powered platform that bridges the gap between therapy sessions by providing continuous support and analysis for both mental health professionals and clients. Using advanced multimodal analysis, it helps make behavioral healthcare more accessible, measurable, and effective.

🌟 Key Features

MI Adherence Analysis: Comprehensive evaluation of MI principles adherence with scoring
OARS Technical Analysis: Detailed breakdown of Open Questions, Affirmations, Reflections, and Summaries
Client Language Analysis: Track and analyze change talk vs. sustain talk ratios
Session Flow Visualization: Map the therapeutic journey and key intervention points
Smart Recommendations: AI-powered suggestions for skill development

🚀 Getting Started

Prerequisites

- Python 3.8+
- Streamlit
- Google Generative AI API access

Installation

git clone [repository-url]
cd mi-session-analyzer
pip install -r requirements.txt

Running the App

streamlit run app.py

📊 Features in Detail

1. MI Adherence Analysis

Score-based evaluation (0-100)
Identification of strengths and areas for growth
Specific examples from the session

2. Technical Skills Analysis

OARS technique frequency counting
Visual representation of technique distribution
Reflection-to-question ratio calculation

3. Client Language Analysis

Change talk identification
Sustain talk tracking
Commitment language monitoring

4. Session Flow Analysis

Key moment identification
Therapeutic process mapping
Intervention effectiveness evaluation

🔒 Privacy & Security

All session data is processed securely
No session information is stored permanently
Compliant with healthcare privacy standards

🤝 Contributing

We welcome contributions! Please see our Contributing Guidelines for details.

📝 License

This project is licensed under the MIT License - see the LICENSE.md file for details.

🙏 Acknowledgments

Motivational Interviewing Network of Trainers (MINT)
Google Generative AI team
All contributors and beta testers

📞 Support

For support, please:

Open an issue in the repository
Email: [[email protected]]
Visit our documentation

🔄 Version History

v1.0.0 - Initial release
v1.1.0 - Added OARS analysis
v1.2.0 - Enhanced visualization features

Built with ❤️ for the mental health community