ai-agent-book vs minimind
ai-agent-book and minimind share 15 technologies: uvicorn, FastAPI, OpenAI, Flask, Rich, nltk, sentencepiece, transformers, datasets, tiktoken, scikit-learn, trl, sentence-transformers, Pydantic, and psutil. Both are written in Python.
LinkedInWhat 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
Python57.9kRead on November 13, 2026, at commit dbc046eWhat is ai-agent-book built with?Only in ai-agent-book
- React
- azure-search-documents
- azure-storage-blob
chromadb
psycopg2-binary
- Postgres
pyarrow
- Anthropic
- Hugging Face
- Mistral AI
PostHogfastmcp
- anyio
- AIOHTTP
- Next.js
- Vite
- Express
- Astro
mkdocs-material
matplotlib
seaborn
- Plotly
authlib
- google-auth
google-auth-httplib2
- pyotp
accelerate
- bitsandbytes
- cut-cross-entropy
- faiss-cpu
- graphrag
lightgbm
- mem0ai
- minicpmo-utils
openai-whisper
- raptor-rag
scikit-image
trackio
- triton
umap-learn
unsloth-zoo
- xformers
- xgboost
browser-use
- torch
- MCP
peft
litellm
- Ollama
- rank-bm25
groq
librosa
fish-audio-sdk
snac
torchaudio
- annoy
- flagembedding
opencv-python
gradio-client
- hnswlib
langchain-openai
memobase
- mlx-audio
- vLLM
lxml
- python-magic
- torchcodec
- 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
- colorlog
pptxgenjs
- sharp
- Tailwind CSS
- D3
recharts
onnxruntime-node
class-variance-authority
tailwind-merge
- Radix UI
react-syntax-highlighter
- Lucide
- react-markdown
remark-gfm
fontsource-variable
katex
In common
jingyaogong
minimind
🧠 Train a 64M-parameter LLM from scratch in just 2h!
Python65.2kRead on November 12, 2026, at commit 233d00fWhat is minimind built with?Only in minimind
- flask-cors
- Streamlit
- einops
- ModelScope
- jinja2
- jsonlines
marshmallow
- ngrok
swanlab
Side by side
ai-agent-bookminimind
SizeLines written by people and agents, without generated ones; code files, without tests.
ai-agent-book422,447 lines written1,067 code files
minimind4,696 lines written15 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
minimind0.8% of its commits signed by AIWith Codex, Claude Code, and Cursor
ActivityFrom GitHub and its history, on the day SeeRepo read it.
ai-agent-bookLast push October 8, 20261,610 commits57,873 stars
minimindLast push October 27, 2026382 commits65,173 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
minimind0 test files
Frequently asked questions
Which is bigger, ai-agent-book or minimind?
ai-agent-book, with 422,447 lines written; minimind has 4,696.
Which has more GitHub stars, ai-agent-book or minimind?
minimind, with 65,173 stars; ai-agent-book has 57,873.
The proof: jingyaogong/minimind on GitHub
Which has more tests, ai-agent-book or minimind?
ai-agent-book, with 624 test files.
Which was updated more recently, ai-agent-book or minimind?
minimind: its last push was on October 27, 2026, and ai-agent-book's on October 8, 2026.
The proof: jingyaogong/minimind's commits on GitHub
Which has more commits signed by AI, ai-agent-book or minimind?
ai-agent-book: an AI signed 20.8% of its commits, with Claude Code; in minimind, 0.8%.
The proof: the commits each tool signed in bojieli/ai-agent-book
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