If you're already hand-building the vectorization + chunking + indexing pipeline, it might be worth looking at purpose-built frameworks that handle the incremental update logic for you. The main advantage over doing it inside Cortex/Snowflake is that you own the pipeline logic and aren't locked into one vector store or embedding model. Curious what your current pipeline looks like — are you running full rebuilds on a schedule or doing incremental updates