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Overview of the Multi-Agent LLM Data Mining Workflow. This figure presents a summary of the multi-agent LLM data mining workflow, which includes three key components: the Keyword Agent, responsible for identifying experimental conditions; the Example Agent, tasked with generating examples; and the Data Mining Agent, designed to extract experimental conditions from assay descriptions.
