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As much as I am excited by the price, the tools they called "the advanced tool"[1] look so useful to me; Tool search, programmatic tool calling (smolagents.CodeAgent by HF), and tool use examples (in-context learning).

They said that they have seen 134K tokens for tool definition alone. That is insane. I also really liked the puzzle game video.

[1] https://www.anthropic.com/engineering/advanced-tool-use



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