Source: https://seerepo.com/compare/datawhalechina/hello-agents/vs/OpenBMB/MiniCPM-V
Markdown source: https://seerepo.com/compare/datawhalechina/hello-agents/vs/OpenBMB/MiniCPM-V.md
Description: hello-agents and MiniCPM-V share 23 technologies: FastAPI, uvicorn, OpenAI, AIOHTTP, cycler, fonttools, contourpy, Gradio, matplotlib, Rich, accelerate, onnxruntime, peft, tokenizers, torch, transformers, scikit-learn, sentence-transformers, tiktoken, spaCy, openpyxl, pillow, and Pydantic. Both are written in Python.

# hello-agents vs MiniCPM-V

hello-agents and MiniCPM-V share 23 technologies: FastAPI, uvicorn, OpenAI, AIOHTTP, cycler, fonttools, contourpy, Gradio, matplotlib, Rich, accelerate, onnxruntime, peft, tokenizers, torch, transformers, scikit-learn, sentence-transformers, tiktoken, spaCy, openpyxl, pillow, and Pydantic. Both are written in Python.

- [datawhalechina/hello-agents](https://seerepo.com/r/datawhalechina/hello-agents): 📚 《从零开始构建智能体》——从零开始的智能体原理与实践教程
- [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: FastAPI, uvicorn, OpenAI, AIOHTTP, cycler, fonttools, contourpy, Gradio, matplotlib, Rich, accelerate, onnxruntime, peft, tokenizers, torch, transformers, scikit-learn, sentence-transformers, tiktoken, spaCy, openpyxl, pillow, Pydantic
- Only in hello-agents: aiosqlite, asyncpg, psycopg2-binary, Postgres, chromadb, Redis, SQLite, oracledb, pymilvus, Qdrant, Hugging Face, Flask, fastmcp, starlette, anyio, Streamlit, Vite, Vue, vue-router, React, react-router-dom, Plotly, alembic, SQLAlchemy, bcrypt, MCP, safetensors, tavily-python, datasets, langchain-openai, LangGraph, paddlenlp, rank-bm25, lxml, markdown, pdfminer.six, pypdf, python-docx, reportlab, xlrd, pdfplumber, feedparser, pymupdf, beautifulsoup4, jinja2, annotated-types, email-validator, pydantic-core, jsonschema, OpenTelemetry, opentelemetry-exporter-otlp-proto-grpc, loguru, D3, katex, Tailwind CSS, markdown-it, vue-flow, Chart.js, vue-chartjs, highlight.js, dompurify, marked, react-markdown, Element, echarts, Leaflet, Mermaid, html2canvas, jspdf
- Only in MiniCPM-V: webdataset, sphinx-design, seaborn, bitsandbytes, einops, fairscale, flash-attn, gradio-client, librosa, pycocotools, sacrebleu, sentencepiece, torchaudio, umap-learn, vector-quantize-pytorch, vocos, torchvision, nltk, opencv-python, deepspeed, timm, pycocoevalcap, docutils, jsonlines, markdown2, myst-parser, sphinxcontrib-jquery, xlsxwriter, decord, imageio, moviepy, validators, psutil

## Side by side

| | hello-agents | MiniCPM-V |
|---|---|---|
| Size | 226,661 lines written, 1,212 code files | 36,999 lines written, 151 code files |
| Who writes it | 2.4% of its commits signed by AI. With Codex, Cursor, and Claude Code | 1.1% of its commits signed by AI. With Cursor and Codex |
| Activity | Last push October 13, 2026, 660 commits, 86,039 stars | Last push October 30, 2026, 645 commits, 27,095 stars |
| Tests | 97 test files. 6.9% 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, hello-agents or MiniCPM-V?

hello-agents, with 226,661 lines written; MiniCPM-V has 36,999.

The proof: [datawhalechina/hello-agents's code at commit 36f583c](https://github.com/datawhalechina/hello-agents/tree/36f583c233ea5cee4537ef93455702b55053af18)

### Which has more GitHub stars, hello-agents or MiniCPM-V?

hello-agents, with 86,039 stars; MiniCPM-V has 27,095.

The proof: [datawhalechina/hello-agents on GitHub](https://github.com/datawhalechina/hello-agents)

### Which has more tests, hello-agents or MiniCPM-V?

hello-agents, with 97 test files.

The proof: [datawhalechina/hello-agents's code at commit 36f583c](https://github.com/datawhalechina/hello-agents/tree/36f583c233ea5cee4537ef93455702b55053af18)

### Which was updated more recently, hello-agents or MiniCPM-V?

MiniCPM-V: its last push was on October 30, 2026, and hello-agents's on October 13, 2026.

The proof: [OpenBMB/MiniCPM-V's commits on GitHub](https://github.com/OpenBMB/MiniCPM-V/commits)

### Which has more commits signed by AI, hello-agents or MiniCPM-V?

hello-agents: an AI signed 2.4% of its commits, with Codex, Cursor, and Claude Code; in MiniCPM-V, 1.1%.

## Sources

- datawhalechina/hello-agents: Read on November 4, 2026, at commit 36f583c (https://github.com/datawhalechina/hello-agents/tree/36f583c233ea5cee4537ef93455702b55053af18)
- 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.