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sahil-makandar/SeBrealth-RASA-Agent

Domain:

healthcarenatural language processing

Record type:

software
Creator:
Sah
Host:
SeBrealth is a sophisticated healthcare conversational AI assistant built with RASA CALM framework # SeBrealth - Advanced Healthcare Conversational AI SeBrealth is a sophisticated healthcare conversational AI assistant built with RASA CALM framework, dedicated to breaking down barriers in women's healthcare access. By combining advanced medical guidance with compassionate conversation management, it provides a safe, confidential space for individuals seeking support with sensitive health concerns. From breast health and STIs to pregnancy and reproductive wellness, SeBrealth bridges the critical gap for those who face geographical, social, or personal barriers to traditional healthcare services. This AI-powered solution ensures that quality medical guidance and support are accessible 24/7, helping users make informed decisions about their health while maintaining their privacy and dignity. 🎥 **Download & Watch Demo Video** ## 🌟 Core Innovations ### 1. Advanced RASA CALM Implementation - Enterprise Search Policy for sophisticated RAG capabilities - Complex multi-turn dialogue management with interruption handling - Dynamic flow adaptation and context preservation - Seamless integration of chitchat and task-oriented conversations ### 2. Healthcare Intelligence Stack - **Symptom Analysis**: BART-based zero-shot classification for risk assessment - **Medical Knowledge**: MedlinePlus API integration with ICD-10 code mapping - **Appointment Management**: Geospatial MongoDB integration for healthcare providers - **Azure OpenAI**: GPT-4o-mini for enhanced conversational capabilities ### 3. Specialized Healthcare Flows - Reproductive wellness guidance - Maternal care support - Mental health assistance - Preventive screenings - Family planning ## 🔬 Technical Architecture ### Conversation Management - Multi-turn context retention - Priority-based interruption handling - Dynamic state recovery - Seamless flow transitions ### Backend Infrastructure - **MongoDB Integration** - Real-time healthcare provider management - Concurrent appointment booking system - Geospatial …

Visit

github.com

Languages

Arabic, Tunisian Spoken

Tags

aipythonrasarasacalmframework

Licenses

MIT

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