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LLMOps & ProductionHard· Cost Optimization· Caching· System Design

How do you respond to a platform lead vetoing a pseudo-...

The summarization pass is a function of the document and is therefore cacheable. In a nightly refresh, only the changed fraction of the corpus incurs costs, significantly reducing the impact. Furthermore, one should narrow the scope: use the score spread at ingest to identify documents with high boilerplate fractions and route only those to the expensive process, leaving standard documents to cheaper splitting methods.

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