messkan / rag-chunk
A Python CLI to test, benchmark, and find the best RAG chunking strategy for your Markdown documents.
Why this job: says: rag; topics: rag, retrieval-augmented-generation, vector-search

What it does
- Parse and clean Markdown files
- Semantic Intelligence. Embedding-based chunking and retrieval
- Token-based chunking with tiktoken (OpenAI models: GPT-3.5, GPT-4, etc.)
- Model selection via --tiktoken-model flag
Get started
No single install command. Read the steps in the README (opens in new tab)
- Maintenance
- Inactive
- Last commit 9 months ago
- Stars
- 121
- On GitHub
- Licence
- MIT
- Allows business use
- Downloads for
- None listed
- No release files
- Latest version
- v0.3.0
- Released 11 months ago
- Built with
- Python
- 100% of the code
Is it looked after?
- Contributors
- Not stated
- Last 90 days
- Issues
- 50% closed
- 1 still open
- Pull requests
- 1 merged
- 2 waiting
- Releases
- 3
- 3 in the last year
- No contributing guide
- No security policy
- No code of conduct
Similar repos
| Repo | Stars | Last commit | Licence | Downloads for |
|---|---|---|---|---|
| ekimetrics / adaptive-chunking | 402 | 4 months ago | MIT | No downloads |
| GiovanniPasq / chunky | 220 | 3 days ago | MIT | No downloads |
| qdrant / fastembed | 3,291 | 15 days ago | Apache-2.0 | No downloads |
More: languages, topics and project record
Languages
- Python 100%
Topics
- chunking
- document-chunking
- embedding-vectors
- ia
- langchain
- llm
- nlp
- python
- rag
- rag-pipeline
- retrieval-augmented-generation
- text-splitting
Project record
- JobRAG and search
- StatusListed
- Commits18
- Forks7
- Watching2
- Stars in 28 days+2
- CreatedNov 15, 2025
- First seen by usNov 7, 2026
- CheckedNov 8, 2026
