Track 5: RAG: Retrieval-Augmented Generation
Advanced RAG: Vector Databases, Hybrid Search, GraphRAG & Agentic RAG
45 lessons
Track 5: RAG: Retrieval-Augmented Generation, Ingestion and Chunking
Semantic and Advanced Chunking: Parent-Document, Contextual, Late
Measure which strategy wins on your data.
Part of Get an AI Engineering Job (49 of 83)
Get notified on YouTube Udemy certificate: coming soon
Course
Advanced RAG: Vector Databases, Hybrid Search, GraphRAG & Agentic RAG
Udemy: coming soon
Tools
- LlamaIndex (open-source, free)
- LangChain (open-source, free)
Watch first
In this module
- Loading PDFs, Docs and Web Pages
- Chunking Basics: Fixed, Recursive and Structure-Aware
- Hard PDFs: Tables, Scans and OCR
- Metadata, Filters and Self-Querying
- Semantic and Advanced Chunking: Parent-Document, Contextual, Late
The course this lesson belongs to