{"id":31581477,"url":"https://github.com/justincihi/thinksync-enhanced","last_synced_at":"2026-05-08T06:38:16.652Z","repository":{"id":316959692,"uuid":"1065476134","full_name":"justincihi/thinksync-enhanced","owner":"justincihi","description":"ThinkSync™ Enhanced Edition - AI-Powered Therapy Session Analysis Platform for Cadenza Therapeutics™","archived":false,"fork":false,"pushed_at":"2025-10-05T08:16:50.000Z","size":3704,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":0,"default_branch":"main","last_synced_at":"2025-10-05T10:21:30.454Z","etag":null,"topics":["ai","clinical-documentation","flask","healthcare","hipaa-compliant","react","sentiment-analysis","therapy"],"latest_commit_sha":null,"homepage":null,"language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"other","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/justincihi.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null,"notice":null,"maintainers":null,"copyright":null,"agents":null,"dco":null,"cla":null}},"created_at":"2025-09-27T20:03:11.000Z","updated_at":"2025-10-05T08:16:41.000Z","dependencies_parsed_at":"2025-09-27T22:06:19.140Z","dependency_job_id":"967f4b3b-9d52-47fb-a978-660ea34c87e0","html_url":"https://github.com/justincihi/thinksync-enhanced","commit_stats":null,"previous_names":["justincihi/thinksync-enhanced"],"tags_count":1,"template":false,"template_full_name":null,"purl":"pkg:github/justincihi/thinksync-enhanced","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/justincihi%2Fthinksync-enhanced","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/justincihi%2Fthinksync-enhanced/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/justincihi%2Fthinksync-enhanced/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/justincihi%2Fthinksync-enhanced/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/justincihi","download_url":"https://codeload.github.com/justincihi/thinksync-enhanced/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/justincihi%2Fthinksync-enhanced/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":278526224,"owners_count":26001327,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","status":"online","status_checked_at":"2025-10-05T02:00:06.059Z","response_time":54,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["ai","clinical-documentation","flask","healthcare","hipaa-compliant","react","sentiment-analysis","therapy"],"created_at":"2025-10-05T21:58:46.684Z","updated_at":"2025-10-27T00:23:53.837Z","avatar_url":"https://github.com/justincihi.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# WellTech AI MedSuite™\n\n**Professional Clinical AI Solutions - Therapy Session Analysis Platform**  \n*Formerly ThinkSync™ Enhanced Edition*\n\nDeveloped by **Justin Cihi**  \nPart of the proprietary **AI MedSuite™** platform\n\n[![License](https://img.shields.io/badge/License-Proprietary-red.svg)](LICENSE)\n[![Python](https://img.shields.io/badge/Python-3.11+-blue.svg)](https://python.org)\n[![Flask](https://img.shields.io/badge/Flask-2.3+-green.svg)](https://flask.palletsprojects.com)\n[![React](https://img.shields.io/badge/React-18+-blue.svg)](https://reactjs.org)\n\n## 🎯 Overview\n\nWellTech AI MedSuite™ is a comprehensive AI-powered platform designed to assist mental health professionals in analyzing therapy sessions and generating professional clinical documentation. The system provides advanced sentiment analysis, SOAP/BIRP note generation, complete user authentication, role-based access control, and session management capabilities.\n\n### 🏥 Regulatory Compliance\n\nThis application is part of final vetting by the **NIH, FDA, HIPAA**, and relevant government regulatory bodies governing AI in Healthcare. These products are informational aids which do not replace but inform and enhance the diagnostic and mental health treatment that Human Clinicians can offer their clients.\n\n## ✨ Key Features\n\n### 🔐 **User Management \u0026 Authentication**\n- **Multi-user Support**: Secure authentication system for multiple clinicians\n- **Role-based Access Control**: Admin and clinician roles with appropriate permissions\n- **Professional Registration**: License validation and admin approval workflow\n- **Session Isolation**: Users can only access their own client data\n\n### 🧠 **AI-Powered Analysis**\n- **Advanced Sentiment Analysis**: 6-point emotional assessment framework\n- **Clinical Documentation**: Professional SOAP and BIRP format generation\n- **Dual AI Validation**: OpenAI GPT-4 and Google Gemini cross-validation\n- **Confidence Scoring**: Quality assessment with confidence metrics\n\n### 📁 **Session Management**\n- **Audio File Processing**: Support for MP3, WAV, M4A, MP4 (up to 100MB)\n- **Real-time Transcription**: Automatic speech-to-text conversion\n- **Edit \u0026 Review**: Complete editing capabilities for generated documentation\n- **Session Archive**: Persistent storage with search and retrieval\n\n### 📊 **Professional Documentation**\n- **SOAP Notes**: Subjective, Objective, Assessment, Plan format\n- **BIRP Notes**: Behavior, Intervention, Response, Plan format\n- **Multi-format Export**: PDF, Markdown, DOCX output options\n- **Insurance Compliance**: Medicaid and insurance-grade documentation\n\n### 🎛️ **Admin Dashboard**\n- **User Management**: Approve/deactivate clinicians\n- **System Analytics**: Usage statistics and performance metrics\n- **Session Oversight**: View all sessions across the platform\n- **Quality Control**: Monitor and ensure documentation standards\n\n## 🚀 Quick Start\n\n### Prerequisites\n- Python 3.11+\n- Node.js 18+ (for frontend development)\n- Git\n\n### Installation\n\n1. **Clone the repository**\n   ```bash\n   git clone https://github.com/yourusername/thinksync-enhanced.git\n   cd thinksync-enhanced\n   ```\n\n2. **Set up Python environment**\n   ```bash\n   python3 -m venv venv\n   source venv/bin/activate  # On Windows: venv\\Scripts\\activate\n   pip install -r requirements.txt\n   ```\n\n3. **Configure environment variables**\n   ```bash\n   export OPENAI_API_KEY=\"your-openai-api-key\"\n   export GOOGLE_APPLICATION_CREDENTIALS=\"path/to/gemini-credentials.json\"\n   ```\n\n4. **Run the application**\n   ```bash\n   python app.py\n   ```\n\n5. **Access the application**\n   - Open http://localhost:8080 in your browser\n   - Admin login: admin@thinksync.com / 3942-granite-35\n\n## 📁 Project Structure\n\n```\nthinksync-enhanced/\n├── app.py                      # Main Flask application\n├── src/\n│   └── main.py                # Production-ready main file\n├── static/                     # Frontend React build files\n│   ├── index.html\n│   └── assets/\n├── firebase_deployment/        # Firebase deployment configuration\n│   ├── firebase.json\n│   ├── functions/\n│   └── public/\n├── deployment_guides/          # Deployment documentation\n├── docs/                       # Additional documentation\n├── requirements.txt            # Python dependencies\n└── README.md                  # This file\n```\n\n## 🔧 Configuration\n\n### Environment Variables\n\n| Variable | Description | Required |\n|----------|-------------|----------|\n| `OPENAI_API_KEY` | OpenAI API key for GPT-4 analysis | Yes |\n| `GOOGLE_APPLICATION_CREDENTIALS` | Path to Gemini service account JSON | Yes |\n| `SECRET_KEY` | Flask secret key for sessions | No (auto-generated) |\n\n### Database\n\nThinkSync uses SQLite for local development and supports PostgreSQL for production deployments. The database is automatically initialized on first run.\n\n## 🌐 Deployment Options\n\n### 1. Firebase (Recommended)\n```bash\ncd firebase_deployment\n./deploy-firebase.sh\n```\n\n### 2. Google Cloud Platform\n```bash\n# See deployment_guides/google_cloud_deployment.md\n```\n\n### 3. Heroku\n```bash\n# See deployment_guides/heroku_deployment.md\n```\n\n### 4. Docker\n```bash\n# See deployment_guides/docker_deployment.md\n```\n\n## 🧪 Testing\n\n### Neural Simulation\nTest the complete workflow without uploading files:\n1. Navigate to the main interface\n2. Click \"Run Neural Simulation\"\n3. Review generated SOAP analysis with sentiment assessment\n\n### File Upload Testing\n1. Enter a subject identifier\n2. Select therapy protocol (CBT, DBT, etc.)\n3. Choose output format (SOAP/BIRP)\n4. Upload an audio file (MP3, WAV, M4A, MP4)\n5. Click \"Initialize Analysis\"\n\n## 📊 API Documentation\n\n### Health Check\n```bash\nGET /api/health\n```\n\n### Session Processing\n```bash\nPOST /api/therapy/sessions\nContent-Type: multipart/form-data\n\nForm Data:\n- clientName: string\n- therapyType: string\n- summaryFormat: string\n- audio_file: file\n```\n\n### User Authentication\n```bash\nPOST /api/auth/login\nContent-Type: application/json\n\n{\n  \"email\": \"user@example.com\",\n  \"password\": \"password\"\n}\n```\n\n## 🔒 Security Features\n\n- **HIPAA Compliance**: Secure data handling and storage\n- **Role-based Access**: Granular permission system\n- **Data Encryption**: Secure transmission and storage\n- **Session Management**: Secure user sessions with JWT tokens\n- **Input Validation**: Comprehensive data validation and sanitization\n\n## 🎨 User Interface\n\nThinkSync features a modern, futuristic interface designed for healthcare professionals:\n\n- **Responsive Design**: Works on desktop and mobile devices\n- **Accessibility**: WCAG 2.1 compliant interface\n- **Professional Theme**: Medical-grade color scheme and typography\n- **Intuitive Navigation**: Streamlined workflow for clinical use\n\n## 📈 Performance\n\n- **Scalable Architecture**: Supports multiple concurrent users\n- **Optimized Processing**: Efficient audio file handling\n- **Caching**: Intelligent caching for improved response times\n- **Database Optimization**: Indexed queries for fast data retrieval\n\n## 🤝 Contributing\n\nThis is a proprietary application developed for Cadenza Therapeutics™. For feature requests or bug reports, please contact the development team.\n\n## 📄 License\n\nThis software is proprietary and confidential. Unauthorized copying, distribution, or use is strictly prohibited.\n\n**Copyright © 2024 Cadenza Therapeutics™ (formerly MedMind)**  \n**All rights reserved.**\n\n## 🆘 Support\n\nFor technical support or questions:\n- **Developer**: Justin Cihi\n- **Organization**: Cadenza Therapeutics™\n- **Platform**: AI MedSuite™\n\n## 🔄 Version History\n\n### v2.0.0 - Enhanced Edition\n- ✅ Complete user authentication system\n- ✅ Advanced sentiment analysis integration\n- ✅ Session management and persistence\n- ✅ Admin dashboard and user management\n- ✅ Multi-format export capabilities\n- ✅ Firebase deployment support\n\n### v1.0.0 - Initial Release\n- ✅ Basic SOAP note generation\n- ✅ Audio file processing\n- ✅ Neural simulation demo\n- ✅ Single-user interface\n\n## 🎯 Roadmap\n\n### Upcoming Features\n- [ ] Real-time session recording\n- [ ] Advanced analytics dashboard\n- [ ] Integration with EHR systems\n- [ ] Mobile application\n- [ ] Multi-language support\n- [ ] Advanced AI models integration\n\n---\n\n**ThinkSync™ Enhanced Edition** - Empowering mental health professionals with AI-driven insights and professional documentation capabilities.\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjustincihi%2Fthinksync-enhanced","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fjustincihi%2Fthinksync-enhanced","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjustincihi%2Fthinksync-enhanced/lists"}