Chunking Strategies

Flashcard: what does chunking mean in RAG, and why do we chunk at all?

Flashcard: what role does the LLM's context window play in a RAG pipeline?

Spot the augmentation config bug in this production RAG YAML that's causing 'lost in the middle' faithfulness regressions on long-context queries.

Which of the following are augmentation sub-decisions in a production RAG pipeline? Select all that apply.

Flashcard: name the three augmentation sub-decisions in a production RAG pipeline.

What is semantic chunking and when does it beat fixed size chunking?

Which of these are valid considerations when choosing a chunking strategy for RAG?