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all-in-rag vs ColossalAI

all-in-rag and ColossalAI share 20 technologies: chromadb, Hugging Face, accelerate, datasets, OpenAI, tiktoken, tokenizers, torchaudio, torch, LangChain, transformers, timm, scikit-learn, sentence-transformers, torchvision, einops, pypdf, pillow, unstructured, and Pydantic. Both are written in Python.

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What they share and what sets them apart

datawhalechina

all-in-rag

🔍大模型应用开发实战一：RAG 技术全栈指南，在线阅读地址：https://datawhalechina.github.io/all-in-rag/

Python13kRead on November 10, 2026, at commit cec956eWhat is all-in-rag built with?

Only in all-in-rag

In common

hpcaitech

ColossalAI

Making large AI models cheaper, faster and more accessible

Python41.4kRead on November 6, 2026, at commit da8f5c2What is ColossalAI built with?

Only in ColossalAI

Side by side

SizeLines written by people and agents, without generated ones; code files, without tests.
all-in-rag17,394 lines written80 code files
ColossalAI317,403 lines written974 code files
Who writes itA commit counts as AI's when it carries its signature: a Co-Authored-By line, its author name or the merge of its branch.
all-in-rag0.8% of its commits signed by AIWith Cursor
ColossalAI0.3% of its commits signed by AIWith Codex and Claude Code
ActivityFrom GitHub and its history, on the day SeeRepo read it.
all-in-ragLast push September 30, 2026373 commits13,017 stars
ColossalAILast push November 6, 20263,887 commits41,430 stars
TestsThe files that test the code, and the share of code files a test imports.
all-in-rag0 test files
ColossalAI505 test files1.1% of its code files have a test that imports them

Frequently asked questions

Which is bigger, all-in-rag or ColossalAI?
ColossalAI, with 317,403 lines written; all-in-rag has 17,394.

The proof: hpcaitech/ColossalAI's code at commit da8f5c2

Which has more GitHub stars, all-in-rag or ColossalAI?
ColossalAI, with 41,430 stars; all-in-rag has 13,017.

The proof: hpcaitech/ColossalAI on GitHub

Which has more tests, all-in-rag or ColossalAI?
ColossalAI, with 505 test files.

The proof: hpcaitech/ColossalAI's code at commit da8f5c2

Which was updated more recently, all-in-rag or ColossalAI?
ColossalAI: its last push was on November 6, 2026, and all-in-rag's on September 30, 2026.

The proof: hpcaitech/ColossalAI's commits on GitHub

Which has more commits signed by AI, all-in-rag or ColossalAI?
all-in-rag: an AI signed 0.8% of its commits, with Cursor; in ColossalAI, 0.3%.

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