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Research Data Integration Hub

Connect AEGIS GPT Sentinels to verified open datasets and peer-reviewed research

Advanced AI Integration

All 15 AEGIS GPT Sentinels can leverage these data sources for enhanced analysis, real-time intelligence, and evidence-based assessments. Integration supports self-directed research, cross-referencing, and autonomous knowledge building across security verticals.

Kaggle Datasets
Open Data
API Key Required
Data.world
Open Data
API Key Required
UCI Machine Learning Repository
Academic
World Bank Open Data
Economic
API Key Required
UN Data
International
Eurostat
Regional
WHO Data
Health
NASA Open Data Portal
Space/Science
API Key Required
Integration Guidelines

How GPT Sentinels Use Research Data

  • Athena Shield™: CVE database, cybersecurity research papers, threat intelligence feeds
  • Ares Net™: Global Terrorism Database, ACLED conflict data, extremism research
  • Hephaestus Core™: Critical infrastructure datasets, ICS vulnerability databases
  • Plutus Flow™: World Bank data, economic indicators, financial research
  • Apollo Guard™: PubMed, WHO data, public health datasets
  • All Verticals: Cross-reference with academic journals for evidence-based analysis

API Best Practices

  • Obtain API keys from source providers and store them securely
  • Respect rate limits and usage policies for each data source
  • Cite sources appropriately in GPT outputs and reports
  • Regularly validate and clean integrated datasets
  • Use the InvokeLLM integration with add_context_from_internet=true for dynamic research