BillionMail vs hello-agents
BillionMail and hello-agents share 6 technologies: Vue, vue-router, echarts, highlight.js, markdown-it, and marked. BillionMail is written in Go and hello-agents in Python.
What they share and what sets them apart
Billionmail
BillionMail
BillionMail gives you open-source MailServer, NewsLetter, Email Marketing — fully self-hosted, dev-friendly, and free from monthly fees. Join the discord: https://discord.gg/asfXzBUhZr
Go16.2kRead on November 7, 2026, at commit fc36c76What is BillionMail built with?Only in BillionMail
github.com/golang-jwt/jwt/v5
- go-openai
- github.com/pkoukk/tiktoken-go
github.com/xuri/excelize/v2
- Docker
github-markdown-css
- UnoCSS
naive-ui
- ora
@wangeditor/editor
- monaco-editor
react-dnd-html5-backend
prismjs
In common
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
Python86.8kRead on November 12, 2026, at commit 2a506bcWhat is hello-agents built with?Only in hello-agents
- FastAPI
uvicorn
- aiosqlite
- asyncpg
psycopg2-binary
- Postgres
chromadb
- Redis
- SQLite
libsql-client
oracledb
- pymilvus
OpenAI- Qdrant
- Hugging Face
- Flask
- python
- React
- react-dom
fastmcp
starlette
- anyio
- AIOHTTP
- Streamlit
- Vite
react-router-dom
- cycler
fonttools
- soupsieve
contourpy
- ipywidgets
- Plotly
- Gradio
matplotlib
- Rich
seaborn
- alembic
- SQLAlchemy
- python-jose
- passlib
- bcrypt
accelerate
- bitsandbytes
camel-ai
- MCP
- mermaid
- onnxruntime
peft
safetensors
- tavily-python
textblob
tokenizers
- hello-agents
- torch
- transformers
agentscope
- scikit-learn
sentence-transformers
- tiktoken
- autogen-agentchat
- autogen-ext
- datasets
langchain-openai
- langdetect
- LangGraph
- paddlenlp
- rank-bm25
- spaCy
- imaplib2
lxml
- markdown
- openpyxl
pdfminer.six
pypdf
- python-docx
- reportlab
- xlrd
- pdfplumber
pillow
feedparser
pymupdf
pypdf2
- beautifulsoup4
- jinja2
- pymupdf4llm
- annotated-types
- email-validator
- Pydantic
- jsonschema
kubernetes
- OpenTelemetry
opentelemetry-exporter-otlp-proto-grpc
loguru
ant-design-vue
- D3
@ant-design/icons-vue
katex
- Tailwind CSS
vue-flow
- @monaco-editor/loader
- Chart.js
vue-chartjs
- dompurify
- react-markdown
- Element
vue-echarts
@element-plus/icons-vue
- Leaflet
- @amap/amap-jsapi-loader
- html2canvas
jspdf
Side by side
BillionMailhello-agents
SizeLines written by people and agents, without generated ones; code files, without tests.
BillionMail109,424 lines written733 code files
hello-agents227,369 lines written1,215 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.
BillionMail4.8% of its commits signed by AIWith Claude Code
hello-agents3.3% of its commits signed by AIWith Codex, Claude Code, and Cursor
ActivityFrom GitHub and its history, on the day SeeRepo read it.
BillionMailLast push June 11, 20261,068 commits16,208 stars
hello-agentsLast push November 11, 2026667 commits86,829 stars
TestsThe files that test the code, and the share of code files a test imports.
BillionMail113 test files20.6% of its code files have a test that imports them
hello-agents103 test files6.8% of its code files have a test that imports them
Frequently asked questions
Which is bigger, BillionMail or hello-agents?
hello-agents, with 227,369 lines written; BillionMail has 109,424.
The proof: datawhalechina/hello-agents's code at commit 2a506bc
Which has more GitHub stars, BillionMail or hello-agents?
hello-agents, with 86,829 stars; BillionMail has 16,208.
The proof: datawhalechina/hello-agents on GitHub
Which has more tests, BillionMail or hello-agents?
BillionMail, with 113 test files; hello-agents has 103.
Which was updated more recently, BillionMail or hello-agents?
hello-agents: its last push was on November 11, 2026, and BillionMail's on June 11, 2026.
Which has more commits signed by AI, BillionMail or hello-agents?
BillionMail: an AI signed 4.8% of its commits, with Claude Code; in hello-agents, 3.3%.
The proof: the commits each tool signed in Billionmail/BillionMail
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