#rag
Artwork: Marcelle la Blonde by Juan Gris. Cleveland Museum of Art · Public domain
RAGFour Chunking Strategies for Structured Documents in RAG
A pluggable chunker design — simple, markdown, section-aware, and semantic — for splitting structured documents before vector indexing, with metadata that survives retrieval.
Artwork: Shoes by Vincent van Gogh. The Metropolitan Museum of Art · Public domain
Machine LearningWiring ONNX Runtime GenAI into a LangChain RAG Pipeline
Part two: a custom LangChain LLM wrapper over ONNX Runtime GenAI, streaming token generation, and building an optimized Phi-3 ONNX graph for offline Windows RAG.
Artwork: Man in a Turban by Rembrandt. The Metropolitan Museum of Art · Public domain
Machine LearningChoosing an On-Prem SLM Inference Engine for Windows
How we benchmarked ONNX Runtime GenAI, LlamaCPP, Hugging Face Optimum, and Triton to run a sub-5-second RAG pipeline offline on Windows.