Advanced RAG

The trail Most kept first

1. 1
   33m

   The BEST Way to Chunk Text for RAG

   Adam Lucek33 min

   Kept by 3 of 7 learners

   • Recursive text splitting with boundary prioritization
   • Semantic chunking distance thresholding

   Quiz after
2. 2
   19m

   How to Build RAG Hybrid Search | Step By Step

   Applied with AI - Sanjay Kumar19 min

   Kept by 2 of 7 learners

   • Split markdown documents by headings
   • Build BM25 hybrid search pipeline

   Quiz after
3. 3
   26m

   Only 5% Engineers Understand Chunking for RAG | AI Interview Series

   Think in Models26 min

   Kept by 2 of 7 learners

   • Metadata enrichment and filtering implementation
   • Parent-child hierarchical chunking

   Quiz after
4. 4
   14m

   Advanced RAG Chunking: Contextual & Structural Chunking with LangChain & Ollama (100% Local)

   Venelin Valkov14 min

   Kept by 2 of 7 learners

   • MarkdownHeaderTextSplitter
   • RecursiveCharacterTextSplitter

   Quiz after
5. 5
   14m

   RAG Chunking: Strategies for Splitting and Structuring Documents

   Logical Lenses14 min

   Kept by 2 of 7 learners

   • Document-aware structural chunking
   • Sliding window overlap configuration

   Quiz after

What you get on this path

• A quiz after every lesson

  Written from what the video actually says, so you know it stuck before you move on.

• Your guide on every step

  Ask what a part means, or swap a lesson for one that fits you better.

• Review before you forget

  Short cards come back a few days later, right before the memory fades.