hello-agents vs qmd
hello-agents and qmd share 9 technologies: SQLite, Hugging Face, accelerate, MCP, peft, torch, transformers, datasets, and Pydantic. hello-agents is written in Python and qmd in TypeScript.
What they share and what sets them apart
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
Python86kRead on November 4, 2026, at commit 36f583cWhat is hello-agents built with?Only in hello-agents
- FastAPI
uvicorn
- aiosqlite
- asyncpg
psycopg2-binary
- Postgres
chromadb
- Redis
oracledb
- pymilvus
OpenAI- Qdrant
- Flask
fastmcp
starlette
- anyio
- AIOHTTP
- Streamlit
- Vite
- Vue
vue-router
- React
react-router-dom
- cycler
fonttools
contourpy
- Plotly
- Gradio
matplotlib
- Rich
- alembic
- SQLAlchemy
- bcrypt
- onnxruntime
safetensors
- tavily-python
tokenizers
- scikit-learn
sentence-transformers
- tiktoken
langchain-openai
- LangGraph
- paddlenlp
- rank-bm25
- spaCy
lxml
- markdown
- openpyxl
pdfminer.six
pypdf
- python-docx
- reportlab
- xlrd
- pdfplumber
pillow
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
In common
tobi
qmd
mini cli search engine for your docs, knowledge bases, meeting notes, whatever. Tracking current sota approaches while being all local
TypeScript30.9kRead on November 7, 2026, at commit 86d2365What is qmd built with?Only in qmd
sqlite-vec
- gguf
- sentencepiece
trl
- node-llama-cpp
trackio
yaml
- Zod
Side by side
hello-agentsqmd
SizeLines written by people and agents, without generated ones; code files, without tests.
hello-agents226,661 lines written1,212 code files
qmd62,234 lines written49 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.
hello-agents2.4% of its commits signed by AIWith Codex, Cursor, and Claude Code
qmd27.2% of its commits signed by AIWith Claude Code, Codex, Cursor, Warp, and GitHub Copilot
ActivityFrom GitHub and its history, on the day SeeRepo read it.
hello-agentsLast push October 13, 2026660 commits86,039 stars
qmdLast push October 15, 2026639 commits30,946 stars
TestsThe files that test the code, and the share of code files a test imports.
hello-agents97 test files6.9% of its code files have a test that imports them
qmd69 test files42.9% of its code files have a test that imports them
Frequently asked questions
Which is bigger, hello-agents or qmd?
hello-agents, with 226,661 lines written; qmd has 62,234.
The proof: datawhalechina/hello-agents's code at commit 36f583c
Which has more GitHub stars, hello-agents or qmd?
hello-agents, with 86,039 stars; qmd has 30,946.
The proof: datawhalechina/hello-agents on GitHub
Which has more tests, hello-agents or qmd?
hello-agents, with 97 test files; qmd has 69.
The proof: datawhalechina/hello-agents's code at commit 36f583c
Which was updated more recently, hello-agents or qmd?
qmd: its last push was on October 15, 2026, and hello-agents's on October 13, 2026.
The proof: tobi/qmd's commits on GitHub
Which has more commits signed by AI, hello-agents or qmd?
qmd: an AI signed 27.2% of its commits, with Claude Code, Codex, Cursor, Warp, and GitHub Copilot; in hello-agents, 2.4%.
The proof: the commits each tool signed in tobi/qmd
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