Tree of Thoughts (ToT) Prompting
Design Tree of Thoughts prompts that explore multiple reasoning branches and evaluate intermediate steps.
Tree of Thoughts (ToT) extends Chain of Thought by treating problem-solving as a tree search, where each node represents a thought or step and branches represent alternative reasoning paths. Instead of committing to one reasoning sequence, ToT generates multiple candidates at each step, evaluates their promise, and explores the most promising branches. This technique is ideal for problems requiring backtracking or exploration, such as creative writing, complex planning, or difficult coding tasks. ToT requires more computational resources but often finds solutions that linear CoT misses. The method involves three phases: generation (create candidate thoughts), evaluation (score their quality), and search…
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