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Dev Tools · 18h ago

Build a RAG Pipeline on AWS Blocks for Document Q&A

By Meridian48 News Desk · Summarised from DEV Community ·

This tutorial shows how to build a Retrieval-Augmented Generation (RAG) application using AWS Blocks, a framework that unifies infrastructure, backend, and frontend. It covers document upload, text extraction, chunking, embedding generation, and semantic retrieval via Bedrock. The result is a chatbot that answers questions using private documents with citations.

Meridian48 take
AWS Blocks aims to simplify RAG development by collapsing separate projects into one, but its reliance on a new framework may add learning curve for teams already using established tools.
Read the full reporting
Chat with Your Documents: Building a RAG Pipeline with AWS Blocks →
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