๐ŸŒŠ NDMA Pakistan Disaster RAG System

Retrieval-Augmented Generation over NDMA disaster management reports

Pipeline: BGE-M3 semantic search + BM25 keyword search โ†’ RRF fusion โ†’ MiniLM reranker โ†’ Qwen2.5-7B answer generation โ†’ Qwen/Qwen2.5-14B-Instruct judge evaluation

Primary eval scores (10 queries): Faithfulness 4.00/5 ยท Relevancy 4.50/5

Example queries