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.
A survey on rag meeting llms: Towards retrieval- augmented large language models.Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining,
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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.