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Amazon Bedrock Launches Built-in Web Search for OpenAI GPT Models

agent-framework cloud-costs orchestration tool-use

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AWS has made Web Search on Amazon Bedrock generally available, offering a server-side web grounding tool ("grounding" means anchoring AI responses to real-world, up-to-date information) that works natively with OpenAI's GPT-5.4, GPT-5.5, and GPT-5.6 models without requiring third-party search providers. The feature eliminates the previous need for external API keys, separate vendor onboarding, custom orchestration, and compliance reviews by handling the entire search lifecycle within AWS via a single API parameter. Amazon's index spans tens of billions of documents refreshed continually, includes a built-in knowledge graph, and performs semantic snippet extraction optimized for model context windows — integrating through a standardized tool-use interface compatible with the OpenAI Responses API. The launch is significant for agent builders because web search (real-time retrieval) is a core tool-use capability, and having it natively in-platform reduces infrastructure complexity, data-egress risk, and vendor sprawl. It is available now in three US AWS regions.

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