hello-agents vs QAnything
hello-agents and QAnything share 20 technologies: pymilvus, OpenAI, Streamlit, Vite, Vue, vue-router, onnxruntime, transformers, scikit-learn, sentence-transformers, tiktoken, langchain-openai, openpyxl, python-docx, pdfplumber, pymupdf, markdown-it, highlight.js, echarts, and html2canvas. 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
- FastAPI
uvicorn
- aiosqlite
- asyncpg
psycopg2-binary
- Postgres
chromadb
- Redis
- SQLite
oracledb
- Qdrant
- Hugging Face
- Flask
fastmcp
starlette
- anyio
- AIOHTTP
- React
react-router-dom
- cycler
fonttools
contourpy
- Plotly
- Gradio
matplotlib
- Rich
- alembic
- SQLAlchemy
- bcrypt
accelerate
- MCP
peft
safetensors
- tavily-python
tokenizers
- torch
- datasets
- LangGraph
- paddlenlp
- rank-bm25
- spaCy
lxml
- markdown
pdfminer.six
pypdf
- reportlab
- xlrd
pillow
feedparser
- beautifulsoup4
- jinja2
- annotated-types
- email-validator
- pydantic-core
- Pydantic
- jsonschema
- OpenTelemetry
opentelemetry-exporter-otlp-proto-grpc
loguru
- D3
katex
- Tailwind CSS
vue-flow
- Chart.js
vue-chartjs
- dompurify
marked
- react-markdown
- Element
- Leaflet
- Mermaid
jspdf
In common
netease-youdao
QAnything
Question and Answer based on Anything.
Python14.2kRead on November 9, 2026, at commit 0698b62What is QAnything built with?Only in QAnything
- aiomysql
mysql-connector-python
- MySQL
- Sanic
sanic-ext
- cryptography
- ModelScope
rouge-score
- zhipuai
- LangChain
- langchain-core
nltk
- xgboost
- lxml-html-clean
unstructured
- docx2txt
- markdownify
- html2text
mistune
pypdf2
- boto3
- concurrent-log-handler
ant-design-vue
- nprogress
@ant-design/icons-vue
- vue-office
Side by side
hello-agentsQAnything
SizeLines written by people and agents, without generated ones; code files, without tests.
hello-agents226,661 lines written1,212 code files
QAnything51,554 lines written227 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
QAnything0% of its commits signed by AI
ActivityFrom GitHub and its history, on the day SeeRepo read it.
hello-agentsLast push October 13, 2026660 commits86,039 stars
QAnythingLast push September 23, 2026683 commits14,206 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
QAnything3 test files0.4% of its code files have a test that imports them
Frequently asked questions
Which is bigger, hello-agents or QAnything?
hello-agents, with 226,661 lines written; QAnything has 51,554.
The proof: datawhalechina/hello-agents's code at commit 36f583c
Which has more GitHub stars, hello-agents or QAnything?
hello-agents, with 86,039 stars; QAnything has 14,206.
The proof: datawhalechina/hello-agents on GitHub
Which has more tests, hello-agents or QAnything?
hello-agents, with 97 test files; QAnything has 3.
The proof: datawhalechina/hello-agents's code at commit 36f583c
Which was updated more recently, hello-agents or QAnything?
hello-agents: its last push was on October 13, 2026, and QAnything's on September 23, 2026.
Which has more commits signed by AI, hello-agents or QAnything?
hello-agents: an AI signed 2.4% of its commits, with Codex, Cursor, and Claude Code.
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