ai-agent-book vs MiniCPM-V
ai-agent-book and MiniCPM-V share 25 technologies: uvicorn, FastAPI, OpenAI, AIOHTTP, Rich, matplotlib, seaborn, accelerate, bitsandbytes, nltk, sentencepiece, torch, transformers, peft, tiktoken, scikit-learn, librosa, torchaudio, opencv-python, sentence-transformers, xlsxwriter, pillow, openpyxl, 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
Python57.2kRead on November 5, 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
PostHogfastmcp
- Flask
- anyio
- Next.js
- Vite
- Express
- Astro
mkdocs-material
- Plotly
authlib
- google-auth
google-auth-httplib2
google-auth-oauthlib
- pyotp
- cut-cross-entropy
- faiss-cpu
lightgbm
- mem0ai
openai-whisper
scikit-image
- triton
- xformers
- MCP
- datasets
litellm
- Ollama
- rank-bm25
groq
trl
snac
langchain-openai
- mlx-audio
- vLLM
lxml
- python-magic
- torchcodec
- xlrd
- beautifulsoup4
- python-pptx
pypdf2
- reportlab
- html2text
pypdf
- python-docx
- markdown
- pdfplumber
pymupdf
sendgrid
- youtube-transcript-api
yt-dlp
structlog
loguru
pptxgenjs
- sharp
- Tailwind CSS
- D3
recharts
onnxruntime-node
class-variance-authority
tailwind-merge
- Radix UI
react-syntax-highlighter
- Lucide
- react-markdown
remark-gfm
katex
In common
OpenBMB
MiniCPM-V
See, hear, and interact on your local devices.
Python27.1kRead on November 8, 2026, at commit 47e1fa7What is MiniCPM-V built with?Only in MiniCPM-V
webdataset
- cycler
fonttools
sphinx-design
contourpy
- Gradio
- einops
- fairscale
- flash-attn
gradio-client
- onnxruntime
- pycocotools
- sacrebleu
tokenizers
umap-learn
- vector-quantize-pytorch
- vocos
torchvision
deepspeed
timm
- pycocoevalcap
- spaCy
- docutils
- jsonlines
- markdown2
myst-parser
sphinxcontrib-jquery
- decord
imageio
- moviepy
- validators
Side by side
ai-agent-bookMiniCPM-V
SizeLines written by people and agents, without generated ones; code files, without tests.
ai-agent-book422,447 lines written1,067 code files
MiniCPM-V36,999 lines written151 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
MiniCPM-V1.1% of its commits signed by AIWith Cursor and Codex
ActivityFrom GitHub and its history, on the day SeeRepo read it.
ai-agent-bookLast push October 8, 20261,610 commits57,240 stars
MiniCPM-VLast push October 30, 2026645 commits27,095 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
MiniCPM-V0 test files
Frequently asked questions
Which is bigger, ai-agent-book or MiniCPM-V?
ai-agent-book, with 422,447 lines written; MiniCPM-V has 36,999.
Which has more GitHub stars, ai-agent-book or MiniCPM-V?
ai-agent-book, with 57,240 stars; MiniCPM-V has 27,095.
The proof: bojieli/ai-agent-book on GitHub
Which has more tests, ai-agent-book or MiniCPM-V?
ai-agent-book, with 624 test files.
Which was updated more recently, ai-agent-book or MiniCPM-V?
MiniCPM-V: its last push was on October 30, 2026, and ai-agent-book's on October 8, 2026.
The proof: OpenBMB/MiniCPM-V's commits on GitHub
Which has more commits signed by AI, ai-agent-book or MiniCPM-V?
ai-agent-book: an AI signed 20.8% of its commits, with Claude Code; in MiniCPM-V, 1.1%.
The proof: the commits each tool signed in bojieli/ai-agent-book
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