Code Engineering

Code Engineering

#rag

Articles tagged with #rag

Understand LLM Context
Concepts Fundamentals and Representation At its core, an LLM is stateless. Every API call begins with a blank slate, and the model retains nothing from previous interactions unless explicitly provided. What we call context is essentially the working ...
Jan 9, 202611 min read42
RAG and Agentic AI
Overview Agentic AI (multi-agent LLM workflows) and Retrieval-Augmented Generation (RAG) are complementary. Agents run perceive → plan → act → observe loops and call tools/APIs. RAG supplies curated, evidence-backed context via an ingestion and a ret...
Jan 4, 202616 min read7