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.
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
- azure-search-documents
- azure-storage-blob
chromadb
psycopg2-binary
- Postgres
pyarrow
OpenAI- Anthropic
Google- Mistral AI
PostHog
fastmcp
- Flask
- anyio
- AIOHTTP
- Vite
- Express
- Astro
mkdocs-material
- Rich
seaborn
- Plotly
authlib
- google-auth
google-auth-httplib2
google-auth-oauthlib
- pyotp
- cut-cross-entropy
- faiss-cpu
- graphrag
lightgbm
- mem0ai
- minicpmo-utils
nltk
openai-whisper
- raptor-rag
scikit-image
trackio
- triton
umap-learn
unsloth-zoo
- xformers
- xgboost
browser-use
- torch
- MCP
- datasets
- tiktoken
unsloth
litellm
- Ollama
- scikit-learn
- rank-bm25
groq
trl
fish-audio-sdk
snac
torchaudio
- annoy
- flagembedding
sentence-transformers
gradio-client
- hnswlib
langchain-openai
memobase
- mlx-audio
- vLLM
lxml
- python-magic
- xlrd
- xlsxwriter
- beautifulsoup4
pillow
- python-pptx
pypdf2
- reportlab
- html2text
pypdf
- python-docx
- openpyxl
- aiosmtplib
- markdown
- pdfplumber
pymupdf
sendgrid
- youtube-transcript-api
yt-dlp
structlog
loguru
psutil
- colorlog
pptxgenjs
- sharp
- D3
recharts
onnxruntime-node
class-variance-authority
tailwind-merge
- Radix UI
react-syntax-highlighter
- react-markdown
remark-gfm
fontsource-variable
katex
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
- SQLite
node-cache
- Gradio
- albucore
kornia
- lycoris-lora
- open-clip-torch
timm
safetensors
- einops
- optimum-quanto
- controlnet-aux
torchao
albumentations
- lpips
- prodigyopt
- pytorch-fid
- invisible-watermark
av
mutagen
- classnames
- Headless UI
react-dropzone
@monaco-editor/react
- react-virtuoso
react-zoom-pan-pinch
- react-select
uplot
react-icons
- Prisma
yaml
Side by side
ai-agent-bookai-toolkit
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.
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.
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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