AWS Offers Coding Agent Guide for Moving to Managed Knowledge Base on Bedrock
Source Amazon AWS Machine Learning blog

At a glance
AWS released a guide that helps teams move from a self-managed knowledge base to its Amazon Bedrock Managed Knowledge Base, which runs storage, indexing, and search for them. A coding agent, an AI tool that helps with development work, reviews the existing setup and plans the move with the team.
Key points
Self-managed setups require teams to handle storage capacity, the embedding model that turns text into numbers, and index settings.
The managed version handles storage, indexing, and search, and scales automatically as content grows.
It pulls content directly from sources like S3, SharePoint, and Confluence, and keeps document permissions so users only see what they may access.
After the team reviews and approves the plan, the agent builds a new knowledge base beside the old one or writes infrastructure setup files, while the team handles data loading and app search changes.
Why it matters
It helps companies cut the work of running their own AI search storage while keeping search accuracy and costs in check.
Original article
Migrate to Amazon Bedrock Managed Knowledge Base with your coding agent
Amazon AWS Machine Learning blog · Nov 13, 2026, 1:16 AM GMT+9 · aws.amazon.com
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