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Using pre-defined templates to route and sequence requests across multiple models.
Distinct from Model Orchestration: Focuses on the use of templates to define the logic paths, rather than general model routing.
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TaskMatrix is a visual language model orchestration framework and modular visual pipeline designed to coordinate disparate foundation models. It functions as a multi-model workflow coordinator that sequences visual and textual models through logic paths to handle image processing tasks without requiring additional training. The system integrates large language models with visual foundation models to enable the exchange of image data during interactive chat sessions. It utilizes template-based orchestration to chain specialized models together for complex visual tasks. The framework supports
Sequences multiple foundation models using pre-defined logic paths to execute complex visual tasks.