hello-agents vs ChatDev
hello-agents and ChatDev share 15 technologies: FastAPI, uvicorn, OpenAI, fastmcp, Vite, Vue, vue-router, matplotlib, MCP, markdown, openpyxl, beautifulsoup4, Pydantic, markdown-it, and vue-flow. Both are written in Python.
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
- aiosqlite
- asyncpg
psycopg2-binary
- Postgres
chromadb
- Redis
- SQLite
oracledb
- pymilvus
- Qdrant
- Hugging Face
- Flask
starlette
- anyio
- AIOHTTP
- Streamlit
- React
react-router-dom
- cycler
fonttools
contourpy
- Plotly
- Gradio
- Rich
- alembic
- SQLAlchemy
- bcrypt
accelerate
- onnxruntime
peft
safetensors
- tavily-python
tokenizers
- torch
- transformers
- scikit-learn
sentence-transformers
- tiktoken
- datasets
langchain-openai
- LangGraph
- paddlenlp
- rank-bm25
- spaCy
lxml
pdfminer.six
pypdf
- python-docx
- reportlab
- xlrd
- pdfplumber
pillow
feedparser
pymupdf
- jinja2
- annotated-types
- email-validator
- pydantic-core
- jsonschema
- OpenTelemetry
opentelemetry-exporter-otlp-proto-grpc
loguru
- D3
katex
- Tailwind CSS
- Chart.js
vue-chartjs
highlight.js
- dompurify
marked
- react-markdown
- Element
echarts
- Leaflet
- Mermaid
- html2canvas
jspdf
In common
OpenBMB
ChatDev
ChatDev 2.0: Dev All through LLM-powered Multi-Agent Collaboration
Python34.7kRead on November 7, 2026, at commit 464a681What is ChatDev built with?Only in ChatDev
Side by side
hello-agentsChatDev
SizeLines written by people and agents, without generated ones; code files, without tests.
hello-agents226,661 lines written1,212 code files
ChatDev49,742 lines written207 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
ChatDev3.6% of its commits signed by AIWith Codex, Claude Code, and GitHub Copilot
ActivityFrom GitHub and its history, on the day SeeRepo read it.
hello-agentsLast push October 13, 2026660 commits86,039 stars
ChatDevLast push November 6, 2026140 commits34,700 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
ChatDev9 test files19.3% of its code files have a test that imports them
Frequently asked questions
Which is bigger, hello-agents or ChatDev?
hello-agents, with 226,661 lines written; ChatDev has 49,742.
The proof: datawhalechina/hello-agents's code at commit 36f583c
Which has more GitHub stars, hello-agents or ChatDev?
hello-agents, with 86,039 stars; ChatDev has 34,700.
The proof: datawhalechina/hello-agents on GitHub
Which has more tests, hello-agents or ChatDev?
hello-agents, with 97 test files; ChatDev has 9.
The proof: datawhalechina/hello-agents's code at commit 36f583c
Which was updated more recently, hello-agents or ChatDev?
ChatDev: its last push was on November 6, 2026, and hello-agents's on October 13, 2026.
The proof: OpenBMB/ChatDev's commits on GitHub
Which has more commits signed by AI, hello-agents or ChatDev?
ChatDev: an AI signed 3.6% of its commits, with Codex, Claude Code, and GitHub Copilot; in hello-agents, 2.4%.
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