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Agentic Architectural Patterns for Building Multi-Agent Systems
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In hierarchical or multi-agent systems, every handoff of data between agents introduces latency. This idx_31524fe3translation overhead (the time it takes to formulate a request, serialize the data, send it, and have the recipient process it) can accumulate rapidly.
When large payloads such as entire documents or high-resolution images are passed directly in prompts, this overhead becomes a major performance bottleneck, increasing costs and hitting context window limits.
This pattern, also idx_8289ce87known as Pass-by-Reference, optimizes inter-agent communication by using a shared, high-speed data store and passing lightweight references instead of large data payloads.
This pattern is idx_b3a1ee8bessential for any multi-agent system where significant amounts of data are passed between agents. It is particularly relevant when processing large documents, images, audio files, or extensive datasets that would be inefficient or...