RAG Document Chunker

Smart text splitting for RAG applications. Preserve semantic meaning, handle code blocks, and export for vector databases like Pinecone, Weaviate, or Qdrant.

Presets:

Input Document

0 characters • ~0 tokens

Chunks (0)

Paste a document to see chunks

RAG Systems

Prepare documents for RAG pipelines. Chunks are optimized for semantic search and LLM context windows.

Vector Databases

Export directly to Pinecone, Weaviate, Qdrant, or any vector database format with proper metadata.

Quality Analysis

Get instant feedback on chunk quality, distribution, and recommendations for optimization.