Parent-Child Chunking Designer

AIRundown Tools

Parent-Child Chunking Designer

Estimate hierarchical chunk counts and the context expansion that happens when precise child matches return their larger parent context.

RAG

Parent-Child Chunking Designer

Estimate hierarchical chunk counts and the context expansion that happens when precise child matches return their larger parent context.

Output

Your result will appear here.

Use this as a sizing model. Real splitters should preserve semantic/structural boundaries rather than cut only by token count.

Keep going

Related tools & learning

Browse all tools →
Learn the conceptUnderstand the fundamentals behind this tool.
Memory in AI Agents →Build Your First AI Agent →
RAG
Featured

RAG Benchmark Calculator

Calculate Precision@K, Recall@K, Hit Rate, MRR, and nDCG from relevant IDs and a ranked retrieval result.

Open tool →
RAG
Popular

RAG Context Budget Calculator

Allocate context among system instructions, history, tools, retrieval, output reserve, and other payloads.

Open tool →
RAG
Popular

Retrieval Result Inspector

Review ranked retrieval results with human relevance labels and summarize ranking quality without an LLM.

Open tool →
RAG

RAG Architecture Builder

Design ingestion, indexing, retrieval, reranking, access control, and evaluation around your data.

Open tool →