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Things I got wrong building an incremental indexing pipeline [P]

Via r/MachineLearning
Tuesday, Jul 14, 2026 · 10:21PM
Summary

I've been working on incremental indexing pipelines lately, basically keeping a vector store in sync as the source data changes, and I keep finding the same bugs never show up until it's been running a while. Biggest one for me is deletes. I tested the "new doc comes in, gets embedded" path a hundre

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