ai-agent-book vs ai-toolkit

ai-agent-book and ai-toolkit share 17 technologies: React, uvicorn, FastAPI, Hugging Face, Next.js, matplotlib, accelerate, bitsandbytes, sentencepiece, transformers, peft, librosa, opencv-python, torchcodec, Pydantic, Tailwind CSS, and Lucide. Both are written in Python.

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What they share and what sets them apart

bojieli

ai-agent-book

《深入理解 AI Agent:设计原理与工程实践》(李博杰 著)开源主仓库:全书正文、编译版 PDF 与按章配套代码

Python57.6kRead on November 10, 2026, at commit dbc046eWhat is ai-agent-book built with?

Only in ai-agent-book

In common

ostris

ai-toolkit

The ultimate training toolkit for finetuning diffusion models

Python12.6kRead on November 10, 2026, at commit 4a7f285What is ai-toolkit built with?

Only in ai-toolkit

Side by side

SizeLines written by people and agents, without generated ones; code files, without tests.
ai-agent-book422,447 lines written1,067 code files
ai-toolkit204,162 lines written663 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.
ai-agent-book20.8% of its commits signed by AIWith Claude Code
ai-toolkit0.2% of its commits signed by AIWith Codex, Cursor, and Claude Code
ActivityFrom GitHub and its history, on the day SeeRepo read it.
ai-agent-bookLast push October 8, 20261,610 commits57,596 stars
ai-toolkitLast push November 10, 20261,578 commits12,609 stars
TestsThe files that test the code, and the share of code files a test imports.
ai-agent-book624 test files34.3% of its code files have a test that imports them
ai-toolkit12 test files4.5% of its code files have a test that imports them

Frequently asked questions

Which is bigger, ai-agent-book or ai-toolkit?
ai-agent-book, with 422,447 lines written; ai-toolkit has 204,162.

The proof: bojieli/ai-agent-book's code at commit dbc046e

Which has more GitHub stars, ai-agent-book or ai-toolkit?
ai-agent-book, with 57,596 stars; ai-toolkit has 12,609.

The proof: bojieli/ai-agent-book on GitHub

Which has more tests, ai-agent-book or ai-toolkit?
ai-agent-book, with 624 test files; ai-toolkit has 12.

The proof: bojieli/ai-agent-book's code at commit dbc046e

Which was updated more recently, ai-agent-book or ai-toolkit?
ai-toolkit: its last push was on November 10, 2026, and ai-agent-book's on October 8, 2026.

The proof: ostris/ai-toolkit's commits on GitHub

Which has more commits signed by AI, ai-agent-book or ai-toolkit?
ai-agent-book: an AI signed 20.8% of its commits, with Claude Code; in ai-toolkit, 0.2%.

The proof: the commits each tool signed in bojieli/ai-agent-book

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