ToolsAugust 4, 2026via AWS Machine Learning Blog

Introducing Web Search on Amazon Bedrock for foundation model grounding

Why it matters

A built-in grounding tool reduces operational friction for enterprises deploying foundation models on AWS. Practitioners can now add real-time web context to model outputs without orchestrating external vendors or APIs.

Key signals

  • Web Search on Amazon Bedrock now generally available
  • Server-side built-in tool for grounding model responses in current web knowledge
  • No third-party vendors, external APIs, or additional security reviews required
  • Native capability integrated into Amazon Bedrock platform
  • Compatible with OpenAI Responses API
  • Web Search on Amazon Bedrock now in general availability
  • No third-party vendor onboarding required
  • No external API orchestration needed
  • Eliminates additional third-party vendor security reviews
  • Native capability integrated into Bedrock platform
  • Supports OpenAI Responses API integration

The hook

Amazon Bedrock now grounds LLM responses in live web data natively—no third-party APIs, no extra security reviews.

Today, we are introducing the general availability of Web Search on Amazon Bedrock. It is a server-side built-in tool that grounds model responses in current web knowledge. With Web Search, grounding becomes a native capability of Amazon Bedrock, with no third-party vendors to onboard, no external A

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