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This integration allows AI agents to bypass inefficient URL guessing by leveraging dedicated web search APIs for grounded, real-time information retrieval. By injecting live context directly into inference pipelines, developers can significantly reduce hallucinations regarding recent events and ensure models operate on current data rather than static training cutoffs. This marks a practical evolution in agentic workflows, moving from speculative browsing to structured, reliable internet access.
Introducing Web Search API via AI Gateway

Cloudflare AI Gateway now supports native web search API integration in partnership with Ceramic.ai, Exa, and Linkup. Developers can now inject real-time web context into model inference calls via AI Gateway, REST APIs, or Workers bindings.
Fun fact: when you use an agent and it needs to fetch a live web page, the agent usually just guesses the URL of the page and then makes a tool call to curl it. This is why you’ll sometimes see web fetches come back with a 404 Not Found, which happens if the agent incorrectly guesses the URL of that information. As you can imagine, it’s not super efficient to randomly guess URLs all the time. There is a better way. What if your agent can actually browse…
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