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Building a RAG system that works in development is fundamentally different from deploying one that serves thousands of users reliably. Production flips every assumption: thousands of concurrent users, messy real-world data, sub-second response requirements, and zero tolerance for downtime.

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Production Deployment and Scaling Strategies

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  • 发表日期：

    2025年

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  • Ranajoy Bose

摘要

Building a RAG system that works in development is fundamentally different from deploying one that serves thousands of users reliably. Production flips every assumption: thousands of concurrent users, messy real-world data, sub-second response requirements, and zero tolerance for downtime.