Vector Search Utilities
RAG Chunking Sandbox
Experiment with document splitting parameters. Paste a document to visualize how overlaps and splitting boundaries affect index resolution.
Splitter Configurations
Configure chunk sizes and boundary evaluation parameters.
Recursive splitting prioritizes paragraph (\n\n), sentence (.), and word boundaries.
Prevents contextual split loss by duplicating character sequences between boundaries.
Total Chunks Created 0
Avg. Chars / Chunk 0
Est. Token Volume 0
Segmented Text Highlights
Hover or click on highlighted segments to inspect overlapping scopes in the details panel.
Chunk Inspector Select a chunk
Text Payload
Click on any highlighted slice in the visualizer above to inspect its metadata and exact boundary content.