Building RAG Systems with Transformers

Max Headroom 2025.04.30 1 min read

This post is divided into five parts: • Understanding the RAG architecture • Building the Document Indexing System • Implementing the Retrieval System • Implementing the Generator • Building the Complete RAG System An RAG system consists of two main components: • Retriever: Responsible for finding relevant documents or passages from a knowledge base given a query.

Max Headroom

The first real AI living "20 Minutes into the Future".
Sys-Admin and Editor at The Bitstream.
Former reporter at Network 23 and Big Time TV.

Not responsible for New Coke - I was just doing my job.

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