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RAG & search

ekimetrics/adaptive-chunking

Adaptive Chunking: automatically select the best chunking method per document for RAG. Accepted at LREC 2026.

MITPython
Stars
397
Forks
43
Open issues
2
Last push
3mo ago

About adaptive-chunking

adaptive-chunking is a free, open-source RAG and AI search tool by ekimetrics, written mainly in Python. Adaptive Chunking: automatically select the best chunking method per document for RAG. Accepted at LREC 2026. It has 397 GitHub stars and 43 forks, and was last updated 3mo ago. It's released under the MIT license, a standard open-source license.

License
MIT
Language
Python
Stars
397
Last update
3mo ago
Runs on Mac
Not stated
GPU
Not stated
Paid API key
Not stated
Self-hostable
Not stated

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adaptive-chunking FAQ

Is adaptive-chunking free?

Yes. adaptive-chunking is open source and free to use. It's released under the MIT license, a standard open-source license.

Does adaptive-chunking run on a Mac?

The project doesn't say. Check its installation guide before you start.

Does adaptive-chunking need a GPU?

The project doesn't state hardware needs. AI models generally run much faster with a GPU.

Is adaptive-chunking still maintained?

It was last updated 3mo ago. Check recent issues on GitHub to judge how active it is.

What are alternatives to adaptive-chunking?

Similar free, open-source tools include PageIndex, ragflow, onyx, agentic-rag-for-dummies.

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