Precision-grounded responses enforced through a strict JSON prompt with explicit citation blocks and safe fallbacks. Hierarchical ingest that enriches chunks with ToC lineage before embedding (BGE ...
RAG/ ├── chromadb_store/ # Persistent vector database storage ├── data/ # Default directory for documents │ ├── pdf_files/ │ └── text_files/ ├── notebooks/ │ └── document.ipynb # Jupyter notebook for ...
Abstract: A new meta-heuristic algorithm, termed the House Swallow Optimizer (HSO), is proposed. Inspired by the sophisticated behavioral repertoire of house swallows, this algorithm addresses the ...
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