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When to Use Batch or Stream Processing in AI Projects
Stale data is a critical issue in AI systems, with batch processing often leading to delayed insights. When models rely on outdated information, they risk producing inaccurate predictions, flawed recommendations, or even harmful decisions. For example, in Retrieval-Augmented Generation (RAG)…
