intermediate~2h
ETL Pipeline for RAG Ingestion
Module 09 assumed documents were already in the vector store. This module is how they get there — from a raw PDF or JSON file to searchable, chunked, metadata-enriched vectors.
Learning objectives
- Beginner: Explain the three stages of a RAG ingestion ETL pipeline (extract, transform, load).
- Intermediate: Configure a document reader and chunking transformer to prepare a raw PDF for embedding.
- Advanced: Design a re-ingestion strategy for updated source documents that avoids duplicating stale chunks in the vector store.
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ETL Pipeline for RAG Ingestion