Tagged
RAG
NLP (10): RAG and Knowledge Enhancement Systems
Build production-grade RAG systems from first principles: the retrieve-then-generate decomposition, vector indexes (FAISS / Milvus / Chroma / Weaviate / Pinecone), dense+sparse hybrid retrieval with RRF, cross-encoder …
LLM Workflows and Application Architecture: Enterprise Implementation Guide
From a single API call to a production LLM platform — workflow patterns, RAG, model routing, deployment, cost levers, observability, and enterprise integration, with the trade-offs that actually matter.