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The use of multiple external cloud providers complicated DevOps, support, and budgeting. For message embedding, we alleviated our dependency on dedicated GPU instances while maintaining optimal performance with 2030 millisecond embedding times. These operational inefficiencies meant that we had to revisit our solution architecture.
Archana Joshi brings over 24 years of experience in the IT services industry, with expertise in AI (including generative AI), Agile and DevOps methodologies, and green software initiatives. They rely on pre-existing data rather than providing real-time insights, so it is essential to validate and refine their outputs.
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