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Plan-Execute Decoupling (ReWOO/LLMCompiler)(PED)
Generates the full plan or tool-call graph up front, decoupled from tool observations, and only then executes it. ReWOO writes a variable-parameterized chain of tool calls before anything runs, cutting redundant model invocations; LLMCompiler builds a dependency DAG and dispatches independent tool calls in parallel. This differs from ReAct, which interleaves one thought and one action at a time and re-feeds every observation into the prompt.
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Plan-Execute Decoupling (ReWOO/LLMCompiler)(PED)
Generates the full plan or tool-call graph up front, decoupled from tool observations, and only then executes it. ReWOO writes a variable-parameterized chain of tool calls before anything runs, cutting redundant model invocations; LLMCompiler builds a dependency DAG and dispatches independent tool calls in parallel. This differs from ReAct, which interleaves one thought and one action at a time and re-feeds every observation into the prompt.
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