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Building a Production RAG Server with Pathway's Serviette: Real-Time Sync Without the Rebuild Tax

The Problem with Static RAG Pipelines Most RAG implementations treat document ingestion as a batch job. You update a file, trigger a reindex, wait for embeddings to regenerate, then hope your vector database doesn't return stale context. For production systems where documents change frequently—inte…

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  1. 2026-11-02 13:50 · DEV Community — AI
    Building a Production RAG Server with Pathway's Serviette: Real-Time Sync Without the Rebuild Tax

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