RAG Visualizer — Chunking Lab

⚙️ Configuration

Input Text

0 chars

Chunking Strategy

📏

Fixed Size

Cut every N tokens

💬

Sentence

Split on boundaries

🔄

Recursive

Hierarchy of separators

🌳

Parent-Child

Nested chunking

🧠

Semantic

Split on topic shifts

Parameters

Chunk Size (tokens) 500

Overlap (tokens) 20

🔵 Parent Config

Parent Chunk Size 1000

Parent Overlap 100

🟢 Child Config

Child Chunk Size 200

Child Overlap 20

Semantic Settings

Similarity Threshold 0.50

Separators

\\n\\n× \\n× . × ⎵×

Vector Space Settings

Embedding Model

UMAP n_neighbors 15

UMAP min_dist 0.10

🔬

Ready to Analyze

Paste your text, choose a chunking strategy, and hit Run to see how your text gets sliced.