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crisis-detection

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Accessible therapeutic AI optimized for Apple Silicon (M1/M2/M4) with 90% crisis detection accuracy. Implementation of ChatThero paper with professional-grade evaluation, Docker support, and comprehensive safety features. Runs locally with 4-6GB RAM.

  • Updated Oct 18, 2025
  • Python

AI mental health support platform — a router-based ensemble (fine-tuned RoBERTa classifier + FLAN-T5 specialists + LLaMA) for transparent, crisis-safe chat, plus mood tracking, guided breathing, and a therapist directory. Full-stack Node.js/Express + MongoDB + FastAPI/PyTorch.

  • Updated Jul 11, 2026
  • HTML

Serenity-Mental-Health-Chatbot: Serenity is a mental health chatbot built with a BiLSTM intent model, RAG system, and crisis detection. It offers empathetic conversations, safety handling, and a modern UI for real-time emotional support, analytics, and personalized user interaction. github.com

  • Updated Jul 29, 2026
  • Python

Automated time series-based anomaly detection framework for crisis monitoring. Detects unusual behaviors, spikes, and trends for early warning systems in finance, industry, and cyber-security.

  • Updated Feb 22, 2026
  • Python

Real-time global crisis intelligence system that ingests live data from GDELT, OpenWeatherMap and NewsAPI, detects emerging crises using ST-DBSCAN clustering and Z-score anomaly detection, generates AI situation briefings via Groq LLM, and visualises everything on an interactive Streamlit dashboard.

  • Updated Jul 14, 2026
  • Python

LangGraph agent team that turns "I have just arrived in Ireland, what do I do?" into an ordered plan with prerequisites. Every statement carries a dated citation; any question needing a judgement about someone's entitlements is handed to a human caseworker instead of answered. 546 tests, mypy strict, 4 import contracts.

  • Updated Aug 24, 2026
  • Python

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