Source: https://seerepo.com/compare/bojieli/ai-agent-book/vs/OpenBMB/MiniCPM-V
Markdown source: https://seerepo.com/compare/bojieli/ai-agent-book/vs/OpenBMB/MiniCPM-V.md
Description: 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.

# 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.

- [bojieli/ai-agent-book](https://seerepo.com/r/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
- [OpenBMB/MiniCPM-V](https://seerepo.com/r/OpenBMB/MiniCPM-V): See, hear, and interact on your local devices.

## What they share and what sets them apart

- In common: 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, psutil
- Only in ai-agent-book: React, azure-search-documents, azure-storage-blob, chromadb, psycopg2-binary, Postgres, pyarrow, Anthropic, Hugging Face, Google, PostHog, fastmcp, 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
- 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-book | MiniCPM-V |
|---|---|---|
| Size | 422,447 lines written, 1,067 code files | 36,999 lines written, 151 code files |
| Who writes it | 20.8% of its commits signed by AI. With Claude Code | 1.1% of its commits signed by AI. With Cursor and Codex |
| Activity | Last push October 8, 2026, 1,610 commits, 57,240 stars | Last push October 30, 2026, 645 commits, 27,095 stars |
| Tests | 624 test files. 34.3% of its code files have a test that imports them | 0 test files |

- Size: Lines written by people and agents, without generated ones; code files, without tests.
- Who writes it: A commit counts as AI's when it carries its signature: a Co-Authored-By line, its author name or the merge of its branch.
- Activity: From GitHub and its history, on the day SeeRepo read it.
- Tests: The files that test the code, and the share of code files a test imports.

## 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.

The proof: [bojieli/ai-agent-book's code at commit dbc046e](https://github.com/bojieli/ai-agent-book/tree/dbc046eb896ac4e39aa19c7774c8bf49583b89a6)

### 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](https://github.com/bojieli/ai-agent-book)

### Which has more tests, ai-agent-book or MiniCPM-V?

ai-agent-book, with 624 test files.

The proof: [bojieli/ai-agent-book's code at commit dbc046e](https://github.com/bojieli/ai-agent-book/tree/dbc046eb896ac4e39aa19c7774c8bf49583b89a6)

### 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](https://github.com/OpenBMB/MiniCPM-V/commits)

### 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](https://seerepo.com/r/bojieli/ai-agent-book/ai)

## Sources

- bojieli/ai-agent-book: Read on November 5, 2026, at commit dbc046e (https://github.com/bojieli/ai-agent-book/tree/dbc046eb896ac4e39aa19c7774c8bf49583b89a6)
- OpenBMB/MiniCPM-V: Read on November 8, 2026, at commit 47e1fa7 (https://github.com/OpenBMB/MiniCPM-V/tree/47e1fa75b45b8c122ca2a52150762bf6183f1c5e)

## What is your repo built with?

Any public repo, with no account: https://seerepo.com/r/owner/repo/built, with the owner and name it has on GitHub.