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pruning

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    How to design an advanced tree-of-thoughts multi-branch reasoning agent with beam search, heuristic scoring, and depth-limited pruning

    by March 5, 2026
    March 5, 2026

    In this tutorial, we build an advanced tree-of-thoughts (TOT) multi-branch reasoning agent from scratch. Instead of relying on linear thought-chain logic, we design a system that generates multiple logic branches, …

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