chonkie
🦛 CHONK your texts with Chonkie ✨ - The no-nonsense RAG chunking library [GET https://api.github.com/repos/chonkie-ai/chonkie: 404 - Not Found // See: https://docs.github.com/rest] (by chonkie-ai)
dsRAG
High-performance retrieval engine for unstructured data (by D-Star-AI)
| chonkie | dsRAG | |
|---|---|---|
| 3 | 4 | |
| 2,845 | 1,340 | |
| - | 11.6% | |
| 9.8 | 8.9 | |
| 30 days ago | 3 days ago | |
| Python | Python | |
| MIT License | MIT License |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
chonkie
Posts with mentions or reviews of chonkie.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2025-02-11.
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Chunking your data for RAG
The Textractor extracts chunks of text from files and the Embeddings takes those chunks and builds an index/database. We'll use a late chunker backed by Chonkie.
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DeepRAG: Thinking to Retrieval Step by Step for Large Language Models
Semantic chunking is where I would start with now. Also check this out: https://github.com/chonkie-ai/chonkie
- Show HN: Chonkie – A Fast, Lightweight Text Chunking Library for RAG
dsRAG
Posts with mentions or reviews of dsRAG.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2024-11-29.
-
This Week In Python
dsRAG – High-performance retrieval engine for unstructured data
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Show HN: Chonkie – A Fast, Lightweight Text Chunking Library for RAG
Also check out https://github.com/D-Star-AI/dsRAG/ for a bit more involved chunking strategy.
- Show HN: Retrieval engine with SOTA performance on challenging RAG benchmarks
- Show HN: SpRAG – Open-source RAG implementation for challenging real-world tasks
What are some alternatives?
When comparing chonkie and dsRAG you can also consider the following projects:
denser-retriever - An enterprise-grade AI retriever designed to streamline AI integration into your applications, ensuring cutting-edge accuracy.
shiddns - educational non rfc conform dns implementation
TalkWithYourFiles - An LLM GUI application; enables you to interact with your files, offering dynamic parameters that can modify response behavior during runtime.
langchain - 🦜🔗 Build context-aware reasoning applications
rag-demystified - An LLM-powered advanced RAG pipeline built from scratch
raptor-rag - The official implementation of RAPTOR: Recursive Abstractive Processing for Tree-Organized Retrieval