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ExternalAI
AWS Machine Learning Blog

Selecting a vector store for Amazon Bedrock Knowledge Bases

Choosing the right vector store for your Amazon Bedrock Knowledge Bases RAG application affects performance and cost. This post compares Amazon OpenSearch Service, Amazon Aurora PostgreSQL with pgvector, and Amazon S3 Vectors across three RAG use cases, with benchmarks and a practical selection framework.

Amazon Bedrock Knowledge BasesBest PracticesIntermediate (200)
AWS Machine Learning BlogRead original
ExternalSoftware Engineering
GitHub Changelog

Workflow execution protections in GitHub Actions generally available

Workflow execution protections for GitHub Actions, previously in public preview, are now generally available for GitHub Enterprise, organizations, and repositories. Execution protections let you define an allowlist that controls who… The post Workflow execution protections in GitHub Actions generally available appeared first on The GitHub Blog.

GitHub ChangelogRead original
ExternalAI
AWS Machine Learning Blog

A serverless, data-driven Git metrics dashboard using Amazon Quick Sight

Learn how to build a fully serverless pipeline that automatically collects Git metrics from GitHub and GitLab and visualizes them in interactive Amazon Quick Sight dashboards, giving engineering teams near-real-time delivery analytics at low cost.

Advanced (300)Amazon Quick SightTechnical How-to
AWS Machine Learning BlogRead original
ExternalAI
AWS Machine Learning Blog

A shared agentic platform for Wood Mackenzie, on Amazon Bedrock AgentCore

Wood Mackenzie built APEX, a shared agentic AI platform on Amazon Bedrock AgentCore so every team can ship production agents without rebuilding runtime, identity, observability, and guardrails from scratch. Learn why they chose AgentCore, how APEX Studio operates it, and where multi-agent systems go next.

Amazon Bedrock AgentCoreCustomer Solutions
AWS Machine Learning BlogRead original
External
The Hacker News

Critical Docker Sandboxes Flaw Lets Malicious Guest Code Read and Modify macOS Host Files

Malicious code running inside a Docker Sandboxes virtual machine on macOS could escape the project directory shared into it and read or change files anywhere else on the host, Docker warns in a security announcement on September 15. The escape runs with the rights of the host account that runs the virtual machine. The flaw, CVE-2026-77179, is rated Critical, affects versions

The Hacker NewsRead original
ExternalAI
AWS Machine Learning Blog

How MRH Trowe enabled secure self-service AI agents in financial services

Learn how MRH Trowe, one of Germany's leading commercial and industrial insurance brokers, gave about 400 employees secure, self-service access to AI agents in its first month of production - using Strands Agents, Amazon Bedrock AgentCore, and LibreChat to meet the security, data residency, and compliance requirements of the German financial sector.

Amazon Bedrock AgentCoreCustomer Solutions
AWS Machine Learning BlogRead original

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