ProductsProduct / feature launchAgents & Tool Use · Applications · Retrieval, RAG & Search1 source · Oct 2, 2026

Introducing Web Search API via AI Gateway

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.

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Key points

  • 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.
  • Today, we’re announcing Cloudflare’s partnership with web search providers to bring you grounded intelligence via AI Gateway.
  • Integrating Web Search API directly into your inference pipeline equips your agents with a dynamic context layer.
  • Using Web Search API via AI Gateway

Sources (1)

  • [1]Introducing Web Search API via AI Gateway
    Cloudflare Blog: AI · Oct 2, 01:28 PM
    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.

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Before this

  1. Oct 2, 2026[AINews] Pi 1.0, Pi Durable, and AIE NYC
  2. Oct 1, 2026Introducing Clef: our open-source decision models, and new RL fine-tuning platform
  3. Oct 1, 2026Cloudflare OS: your company’s agent workspace, managed for you
  4. Sep 30, 2026Cloudflare/clef-flash
  5. Sep 30, 2026Cut your AI spend with AI Gateway's Auto Router
  6. Sep 30, 2026Monetization Gateway beta: charge AI agents for consumption with HTTP 402

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