Amazon Titan Text Embeddings V2

Headlines · 2

1. 5d
   AWS tutorial: build a slide-generating agent on Amazon Bedrock AgentCore

   An AWS Machine Learning Blog post walks through building a system that turns quarterly reports, compliance documents and market analyses into PowerPoint decks using Amazon Bedrock AgentCore. A single supervisor agent runs on AgentCore runtime and uses the Strands Agents framework to route requests between a document-generation tool and a summarization tool, with a RAG pipeline built on Amazon Bedrock Knowledge Bases, Amazon OpenSearch Serverless and Amazon Titan Text Embeddings v2. Anthropic Claude Sonnet 4.6 writes the content, Stability AI Stable Image Inpaint creates slide images, and a .NET 8 minimal API exposes the workflow to existing enterprise applications; AWS says the flow finished in under 90 seconds in its internal testing, and a public code repository is included.

   AWS Machine Learning Blog · 🔥 0
2. Oct 7
   Cornerstone cuts database diagnosis time 78% with Bedrock-based Orion AI

   Cornerstone OnDemand's Enterprise DataOps team built Orion AI, a multi-agent system on Amazon Bedrock and AWS's open-source Strands Agents framework, using a hub-and-spoke topology in which a meta-orchestrator routes work to 13 domain-specific agents, including three SQL Server diagnostics agents. According to the AWS blog post, database diagnosis time fell from about 45 minutes to 10 minutes per incident (a 78% reduction), manual lifecycle steps dropped roughly 70%, SRE-to-data-team reporting lag went from 15 minutes to real time, and redundant alerts fell by a median of 65%. A three-person team delivered the system in six months on Amazon ECS, with Amazon Bedrock AgentCore providing cross-session memory.

   AWS Machine Learning Blog · 🔥 0

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