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by CuriouslyC 255 days ago
This is worth emphasizing. At scale, and when you have the resources to really screw around with them to tune your pipeline, rerankers aren't bad, they're just much worse/harder to use out of the box. LLMs buy you easy robustness, baseline quality and capabilities in exchange for cost and latency, which is a good tradeoff until you have strong PMF and you're trying to increase margins.