Automated AWS Security Advisor 구축: AWS Bedrock 및 OpenSearch Serverless를 통한 RAG

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DEV Community · Lingesh B · 2026-08-08 개발(SW)

Lingesh B

Build an AWS security advisor chatbot powered by Retrieval-Augmented Generation (RAG) using AWS Bedrock Knowledge Bases. The system ingests official AWS security standard documentation, indexes it in a vector store, and answers natural language questions from developers with grounded, citation-backed responses.
Check out the step by step tutorial

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alexshev profile image

Alex Shev

Building AI-powered tools for developers. Creator of terminalskills.io — curated terminal skills and CLI tools for modern devs.

  • Location

    Dallas-Fort Worth, Texas

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    Founder at AIEmployees & Terminal Skills

  • Joined

    Mar 7, 2026

Aug 8

For a security advisor, retrieval quality matters more than the chat layer. I would want every recommendation tied back to source evidence, account context, severity, and a clear confidence boundary. Otherwise RAG can make generic cloud advice sound environment-specific.

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