When AI searches the web, it outputs pages of text. That's fine for chat, but not when you need up-to-date numbers you can work with.
@TakoViz, now on AI Gateway, gives you the data itself: stocks, polls, weather and more, structured and sourced. 🧵
@TakoViz, now on AI Gateway, gives you the data itself: stocks, polls, weather and more, structured and sourced. 🧵
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@TakoViz You can turn on structured data to an existing generateText call by adding the tako_search tool from gateway (available in the AI SDK).
You get back the data as JSON, with units, sources and dates.
You get back the data as JSON, with units, sources and dates.
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@TakoViz Since the data is structured, you don't have to render it as text. You can have the model generate the UI for it.
Pass your components to the model using json-render. It picks the layout, your components show the real data.
Pass your components to the model using json-render. It picks the layout, your components show the real data.
Oct 23, 2026 · 1:53 AM UTC
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@TakoViz This works with any data Tako has, not just stocks. Polls, government contracts, weather, all licensed, cited and up to date. You can use the same code and the model will pick a layout that fits the data.
For example, here's NVIDIA's revenue next to Anduril's federal contracts.
For example, here's NVIDIA's revenue next to Anduril's federal contracts.
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@TakoViz Start using 𝚝𝚊𝚔𝚘_𝚜𝚎𝚊𝚛𝚌𝚑 on AI Gateway for free today. To learn more: vercel.com/ai-gateway/mod…
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@vercel_dev @TakoViz Units and dates should survive the model's interior decorating.
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