hello-agents vs exo
hello-agents and exo share 11 technologies: FastAPI, Hugging Face, anyio, AIOHTTP, transformers, tiktoken, datasets, jinja2, Pydantic, loguru, and Tailwind CSS. 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
uvicorn
- aiosqlite
- asyncpg
psycopg2-binary
- Postgres
chromadb
- Redis
- SQLite
oracledb
- pymilvus
OpenAI- Qdrant
- Flask
fastmcp
starlette
- Streamlit
- Vite
- Vue
vue-router
- React
react-router-dom
- cycler
fonttools
contourpy
- Plotly
- Gradio
matplotlib
- Rich
- alembic
- SQLAlchemy
- bcrypt
accelerate
- MCP
- onnxruntime
peft
safetensors
- tavily-python
tokenizers
- torch
- scikit-learn
sentence-transformers
langchain-openai
- LangGraph
- paddlenlp
- rank-bm25
- spaCy
lxml
- markdown
- openpyxl
pdfminer.six
pypdf
- python-docx
- reportlab
- xlrd
- pdfplumber
pillow
feedparser
pymupdf
- beautifulsoup4
- annotated-types
- email-validator
- pydantic-core
- jsonschema
- OpenTelemetry
opentelemetry-exporter-otlp-proto-grpc
- D3
katex
markdown-it
vue-flow
- Chart.js
vue-chartjs
highlight.js
- dompurify
marked
- react-markdown
- Element
echarts
- Leaflet
- Mermaid
- html2canvas
jspdf
In common
exo-explore
exo
Run frontier AI locally.
Python48.2kRead on November 5, 2026, at commit 1d72c2aWhat is exo built with?Only in exo
- Tokio
- hypercorn
lm-eval
- math-verify
- openai-harmony
msgspec
- python-daemon
- log
psutil
- env_logger
- pyo3-log
Side by side
hello-agentsexo
SizeLines written by people and agents, without generated ones; code files, without tests.
hello-agents226,661 lines written1,212 code files
exo161,527 lines written386 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
exo12% of its commits signed by AIWith Claude Code, Cursor, and Jules
ActivityFrom GitHub and its history, on the day SeeRepo read it.
hello-agentsLast push October 13, 2026660 commits86,039 stars
exoLast push November 5, 20262,248 commits48,204 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
exo290 test files51.6% of its code files have a test that imports them
Frequently asked questions
Which is bigger, hello-agents or exo?
hello-agents, with 226,661 lines written; exo has 161,527.
The proof: datawhalechina/hello-agents's code at commit 36f583c
Which has more GitHub stars, hello-agents or exo?
hello-agents, with 86,039 stars; exo has 48,204.
The proof: datawhalechina/hello-agents on GitHub
Which has more tests, hello-agents or exo?
exo, with 290 test files; hello-agents has 97.
The proof: exo-explore/exo's code at commit 1d72c2a
Which was updated more recently, hello-agents or exo?
exo: its last push was on November 5, 2026, and hello-agents's on October 13, 2026.
The proof: exo-explore/exo's commits on GitHub
Which has more commits signed by AI, hello-agents or exo?
exo: an AI signed 12% of its commits, with Claude Code, Cursor, and Jules; in hello-agents, 2.4%.
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