RAG INGESTION
RAG Ingestion 5 Chapters • Self-paced

RAG Ingestion & PDF Parsing Methods

Chunk complex PDF layouts, segment tabular contents, map hierarchy contexts, and deploy local SQL RAG.

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Course Syllabus

1

1. Complex PDF Structured Formatting Chunker

Focus: Chunking strategies and metadata parsing for complex structured PDFs

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2

2. Overlapping Vector Sliding Window Indexing

Focus: Best practices for segmenting overlapping streaming data for vector indexing

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3

3. Household Appliance Instruction Manual Summarizer

Focus: Best tools to summarize dense pdf instruction manual for household appliances

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4

4. SQL Database Local RAG Ingestion Systems

Focus: Building local SQL RAG layers using private local databases

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5

5. Markdown Structure Optimization for Local RAG

Focus: Best markdown structures to optimize retrieval context in local rag

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