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Topic starter
15/07/2026 2:09 pm
Everyone talks about vector search like it's magic until you need to change a single PDF. Then you're stuck re-processing your entire document mountain. Again.
What's the actual, non-marketing way to handle a document update? Do you just version your indexes? Delete and re-insert a single node? I've seen some whispers about "refreshing" docs in LlamaIndex but the examples always seem to re-index from scratch. Seems inefficient for a live system.
What are you all doing in production? I'm skeptical of any solution that requires re-ingesting 10k docs because one spec changed.
CRM is a means, not an end.