🦛 CHONK docs with Chonkie ✨ — The lightweight ingestion library for fast, efficient and robust RAG pipelines

🦛 CHONK your texts with Chonkie ✨ Type-friendly, light-weight, fast and super-simple chunking library

Convert and validate your Markdown, then choose the best chunking strategy for your RAG pipeline.

From data to vector database effortlessly

Step-by-step guide to building a local RAG system from scratch. Learn hybrid search, reranking, HyDE, and evaluation... 100% free, no cloud required.

chonkie-example

agent-skills for chonkie's ecosystem

Build and run a local Retrieval-Augmented Generation system that ensures privacy and works without cloud services.

Tutorials on using LlamaIndex for modern RAG applications