Embedding on SiBloghttps://sinimite.work/en/tags/embedding/Recent content in Embedding on SiBlogSiBloghttps://sinimite.work/images/og-default.svg?v=20260525-210321https://sinimite.work/images/og-default.svg?v=20260525-210321Hugo -- 0.156.0en-USFri, 17 Jul 2026 15:40:44 +0900RAG Retrieval Engineering: From Hybrid Retrieval to Production Governancehttps://sinimite.work/en/posts/rag-retrieval-engineering-guide/Fri, 17 Jul 2026 15:40:44 +0900https://sinimite.work/en/posts/rag-retrieval-engineering-guide/A technical report on designing and implementing the RAG retrieval layer, covering BM25, embeddings, ANN, RRF, reranking, query understanding, access control, evaluation, and deployment practices.Best Practices for Chunking in RAG Systemshttps://sinimite.work/en/posts/rag-chunking-strategies-evaluation/Wed, 15 Jul 2026 18:05:16 +0900https://sinimite.work/en/posts/rag-chunking-strategies-evaluation/A technical reference covering RAG chunking strategies, parameter selection, context preservation, and evaluation workflows.Dense + Sparse Hybrid Search in RAGhttps://sinimite.work/en/posts/rag-dense-sparse-hybrid-search/Wed, 15 Jul 2026 17:25:30 +0900https://sinimite.work/en/posts/rag-dense-sparse-hybrid-search/A technical reference on Dense + Sparse Hybrid Search, including its principles, fusion methods, suitable use cases, and evaluation approach.A Guide to Building Enterprise RAG Systemshttps://sinimite.work/en/posts/enterprise-rag-system-building-guide/Wed, 15 Jul 2026 16:35:23 +0900https://sinimite.work/en/posts/enterprise-rag-system-building-guide/An introduction to the architecture of enterprise RAG data ingestion, hybrid retrieval, access control, generation, evaluation, and observability.The Complete RAG Systems Guide: From Zero to Productionhttps://sinimite.work/en/posts/rag-system-complete-guide/Fri, 27 Mar 2026 15:06:20 +0900https://sinimite.work/en/posts/rag-system-complete-guide/A panoramic RAG guide covering ingestion, chunking, retrieval, reranking, generation, evaluation, and production operations, with an implementation path from zero to launch.Notes on Anthropic's Contextual Retrievalhttps://sinimite.work/en/posts/anthropic-contextual-retrieval-reading-notes/Wed, 11 Mar 2026 09:00:00 +0900https://sinimite.work/en/posts/anthropic-contextual-retrieval-reading-notes/Reading notes on Anthropic's Contextual Retrieval, covering semantic loss after chunking, experimental benchmarks, ground-truth evaluation, and production RAG practices.