Exercises: Build Chunking Baselines
Use starter.py to compare fixed and recursive chunking decisions.
1 Create fixed chunks
Split a document by target size and overlap.
2 Score chunk quality
Detect tiny chunks, huge chunks, missing metadata, and high overlap.
3 Recommend recursive chunking
Identify when headings or paragraphs should guide boundaries.
4 Explain production risk
Return the first risk and a next action for the chunking strategy.