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)
TalkWithYourFiles
An LLM GUI application; enables you to interact with your files, offering dynamic parameters that can modify response behavior during runtime. (by safakan)
| chonkie | TalkWithYourFiles | |
|---|---|---|
| 3 | 7 | |
| 2,845 | 91 | |
| - | - | |
| 9.8 | 7.9 | |
| 30 days ago | over 1 year 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.
-
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
TalkWithYourFiles
Posts with mentions or reviews of TalkWithYourFiles.
We have used some of these posts to build our list of alternatives
and similar projects.
-
Using Streamlit to upload multiple files to interact with Langchain
For example, I'm using st.file_uploader to manage uploading multiple files & I'm processing that with langchain in this project and I don't require any directories?
- Talk With Your Files - Open Source LLM-GUI project with Langchain & Streamlit
- Feedback for my open source project? Talk With Your Files LLM-GUI app
What are some alternatives?
When comparing chonkie and TalkWithYourFiles 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.
snowChat - Chat snowflake - Text to SQL
rag-demystified - An LLM-powered advanced RAG pipeline built from scratch
repochat - Chatbot assistant enabling GitHub repository interaction using LLMs with Retrieval Augmented Generation
semantifly
semchunk - A fast, lightweight and easy-to-use Python library for splitting text into semantically meaningful chunks.