Tagged: RAG
4 articles tagged with “RAG”
Blog Posts
Lessons from Building a Hybrid RAG Pipeline
Why pure vector search isn't enough, and how combining knowledge graphs with embedding retrieval produces significantly better results.
Case Studies
Building an Evidence-First Knowledge Assistant
How a basic internal search interface evolved into a conversational assistant with source authority, evidence-level citations, durable history, and bounded live retrieval.
Agentic RAG with Iterative Refinement
A hybrid retrieval service for code, tickets, and docs — with an LLM that critiques its own results, auto-fetches parent classes or config files when a chunk is incomplete, and refines the query when results miss.
Hybrid RAG Retrieval Pipeline
A production-grade RAG pipeline combining vector search, BM25, and knowledge graph traversal for superior retrieval accuracy.