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The MAICOL TOOL developed for the BOSCH Indexers is a sophisticated workflow using either a multi-agent or contrastive learning approach. The Indexer may access OE files in the MYWAY repository or in the desktop folders. Four agents collaborate amongst themselves to achieve the most effective classification results. These agents include the Context Analysis Agent, Mapping Agent,Validation Agent, and Supervisor, who oversees the work and coordination of the other agents. All agents are powered by different tools made available via the underlying myway platform.