hasibul0912/ChunkWise
📝 Streamline text processing in Arabic and English with ChunkWise, a library offering 31 chunking strategies for NLP and RAG systems.
What's novel
📝 Streamline text processing in Arabic and English with ChunkWise, a library offering 31 chunking strategies for NLP and RAG systems.
Code Analysis
12 files read · 3 roundsA Python text chunking library for RAG systems offering 31 chunking strategies (recursive, semantic, LLM-based, retrieval-optimized) with first-class Arabic NLP support including diacritics normalization and Arabic-aware sentence splitting.
Strengths
Clean template-method architecture with a well-organized strategy pattern, genuine implementations of recursive/semantic/LLM-based chunking, and domain-specific Arabic NLP preprocessing with correct Unicode handling that differentiates it from English-first libraries like LangChain.
Weaknesses
The README contains nonsensical AI-generated installation instructions (pip install a .zip file), test coverage is thin with only 4 test files covering basic strategies while 27+ advanced strategies are untested, and at least one strategy (ClusterChunker) is a stub that merely delegates to SemanticChunker.
Score Breakdown
Signal breakdown
Innovation
Craft
Traction
Scope
Evidence
Commits
6
Contributors
2
Files
67
Active weeks
5
Repository
Language
Python
Stars
3
Forks
0
License
NOASSERTION