A dynamic RAG pipeline generates situation awareness reports for peacebuilding from GDELT, ACLED, ReliefWeb, and World Bank data, evaluated by NLP metrics, UNDP experts, and LLM judges.
Bernardi, Marta Cimitile, and Ric- cardo Pecori
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Towards Automated Situation Awareness: A RAG-Based Framework for Peacebuilding Reports
A dynamic RAG pipeline generates situation awareness reports for peacebuilding from GDELT, ACLED, ReliefWeb, and World Bank data, evaluated by NLP metrics, UNDP experts, and LLM judges.