GH Repository · feyninc
chonkie
🦛 CHONK docs with Chonkie ✨ — The lightweight ingestion library for fast, efficient and robust RAG pipelines
- stars
- 4,753
- 30-day movement
- +196/day
- Related entries
- 60
- Connections
- 1
pythonragchonkiechunking-algorithmchunkerretrieval-systemsdockerpython/uvsimilarity-searchtext-splitterPythonaillmssemantic-chunkersplitting-algorithms
Chonkie is a lightweight Python ingestion library for RAG pipelines, focused on chunking documents into pieces for retrieval. It ships as the `chonkie` package (uv-managed, with Docker tooling available) under an MIT license.
Reach for it when you need a fast, simple text-splitting and chunking layer for building retrieval pipelines.
Use it to
- Split documents into chunks for RAG indexing
- Apply semantic chunking to text corpora
- Prepare text for similarity search and retrieval systems
- Run ingestion inside a Dockerized pipeline
For Developers building RAG and retrieval pipelines in Python
- Role
- rag
- Language
- Python
- Licence
- MIT
- Forks
- 355
- Open issues
- 29
- Last push
- 2026-09-02
- Latest release
- v1.0.0a0 · 2025-04-06
topicsragchunkingtext-splittingretrievalsemantic-chunkerllms