RAG ARCHITECTUREENTERPRISE AI ARCHITECTURE

RAG Ingestion Pipeline

The ingestion pipeline collects, validates, transforms, chunks and indexes source content.

WHY IT MATTERS

Bad ingestion creates persistent quality and security problems downstream.

ENTERPRISE EXAMPLE

Documents pass malware scanning, source validation, classification, parsing and chunking before entering the index.

ARCHITECTURE DECISION

Which checks happen before content becomes retrievable?

REMEMBERTreat ingestion as a production data pipeline.
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