Posts by Saroosh Shabbir
Retrieval Augmented Generation (RAG) with vLLM, LangChain and Chroma
- 04 November 2025
In this blog from the AMD Silo AI Programs, we build a simple Retrieval‑Augmented Generation (RAG) pipeline. While pretrained models are powerful, they lack access to proprietary or enterprise-specific knowledge. RAG closes that gap by retrieving relevant enterprise knowledge and injecting it into the prompt so the model can produce context‑aware answers. For enterprises, RAG systems offer an efficient way to query their knowledge bases and deliver relevant information to their users.