About the Author@vmg
In today's artificial intelligence environment, the concept of a 'context window' has evolved into a crude tool. The prevailing narrative suggests that merely increasing a cutting-edge model's memory capacity resolves retrieval challenges. However, developers constructing Retrieval-Augmented Generation systems recognize that loading millions of tokens into prompts typically results in slower response times, prohibitive expenses, and reasoning breakdowns where critical information gets overlooked—issues that computational power alone cannot adequately address.
，更多细节参见wps
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