Source: https://seerepo.com/compare/datahub-project/datahub/vs/datawhalechina/hello-agents
Markdown source: https://seerepo.com/compare/datahub-project/datahub/vs/datawhalechina/hello-agents.md
Description: datahub and hello-agents share 13 technologies: FastAPI, AIOHTTP, anyio, React, react-router-dom, Vite, beautifulsoup4, Pydantic, jsonschema, loguru, D3, dompurify, and marked. Both are written in Python.

# datahub vs hello-agents

datahub and hello-agents share 13 technologies: FastAPI, AIOHTTP, anyio, React, react-router-dom, Vite, beautifulsoup4, Pydantic, jsonschema, loguru, D3, dompurify, and marked. Both are written in Python.

- [datahub-project/datahub](https://seerepo.com/r/datahub-project/datahub): The Context Platform for your Data and AI Stack
- [datawhalechina/hello-agents](https://seerepo.com/r/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

## What they share and what sets them apart

- In common: FastAPI, AIOHTTP, anyio, React, react-router-dom, Vite, beautifulsoup4, Pydantic, jsonschema, loguru, D3, dompurify, marked
- Only in datahub: Spring, s3, spark-sql_2.12, org.springframework.kafka:spring-kafka, org.apache.iceberg:iceberg-core, org.apache.iceberg:iceberg-aws, AWS S3, Google, Google Cloud Storage, Mixpanel, Sentry, pyspark, React Router, history, click-spinner, org.springframework.security:spring-security-oauth2-jose, software.amazon.awssdk:sts, com.google.auth:google-auth-library-oauth2-http, software.amazon.awssdk:bedrockruntime, velocity-engine-core, io.swagger.parser.v3:swagger-parser, log4j-core, org.apache.logging.log4j:log4j-jul, python-json-logger, slf4j-log4j12, org.slf4j:slf4j-api, software.amazon.awssdk:regions, psutil, ch.qos.logback:logback-classic, ch.qos.logback:logback-core, docker, styled-components, Ant Design, antd, reactflow, visx, @remirror/react, react-intersection-observer, dnd-kit, @monaco-editor/react, rc-table, react-helmet-async, react-js-cron, react-color, @floating-ui/react-dom, react-diff-viewer, react-syntax-highlighter, react-window, virtualizedtableforantd4, @phosphor-icons/react, @ant-design/icons, js-yaml, html-to-image, mammoth, turndown-plugin-gfm, opentelemetry
- Only in hello-agents: uvicorn, aiosqlite, asyncpg, psycopg2-binary, Postgres, chromadb, Redis, SQLite, libsql-client, oracledb, pymilvus, OpenAI, Qdrant, Hugging Face, Flask, python, react-dom, fastmcp, starlette, Streamlit, Vue, vue-router, 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, jinja2, pymupdf4llm, annotated-types, email-validator, pydantic-core, kubernetes, OpenTelemetry, opentelemetry-exporter-otlp-proto-grpc, ant-design-vue, @ant-design/icons-vue, katex, Tailwind CSS, markdown-it, vue-flow, @monaco-editor/loader, Chart.js, vue-chartjs, highlight.js, react-markdown, Element, vue-echarts, echarts, @element-plus/icons-vue, Leaflet, @amap/amap-jsapi-loader, html2canvas, jspdf

## Side by side

| | datahub | hello-agents |
|---|---|---|
| Size | 2,991,794 lines written, 8,430 code files | 226,661 lines written, 1,210 code files |
| Who writes it | 8.2% of its commits signed by AI. With Cursor, Claude Code, CodeRabbit, GitHub Copilot, and Devin | 2.4% of its commits signed by AI. With Codex, Cursor, and Claude Code |
| Activity | Last push November 10, 2026, 16,381 commits, 12,975 stars | Last push October 13, 2026, 660 commits, 86,519 stars |
| Tests | 5,307 test files. 54% of its code files have a test that imports them | 99 test files. 6.9% of its code files have a test that imports them |

- Size: Lines written by people and agents, without generated ones; code files, without tests.
- Who writes it: A commit counts as AI's when it carries its signature: a Co-Authored-By line, its author name or the merge of its branch.
- Activity: From GitHub and its history, on the day SeeRepo read it.
- Tests: The files that test the code, and the share of code files a test imports.

## Frequently asked questions

### Which is bigger, datahub or hello-agents?

datahub, with 2,991,794 lines written; hello-agents has 226,661.

The proof: [datahub-project/datahub's code at commit 0d9b954](https://github.com/datahub-project/datahub/tree/0d9b95469f4b98109939b0c97826fa3787926604)

### Which has more GitHub stars, datahub or hello-agents?

hello-agents, with 86,519 stars; datahub has 12,975.

The proof: [datawhalechina/hello-agents on GitHub](https://github.com/datawhalechina/hello-agents)

### Which has more tests, datahub or hello-agents?

datahub, with 5,307 test files; hello-agents has 99.

The proof: [datahub-project/datahub's code at commit 0d9b954](https://github.com/datahub-project/datahub/tree/0d9b95469f4b98109939b0c97826fa3787926604)

### Which was updated more recently, datahub or hello-agents?

datahub: its last push was on November 10, 2026, and hello-agents's on October 13, 2026.

The proof: [datahub-project/datahub's commits on GitHub](https://github.com/datahub-project/datahub/commits)

### Which has more commits signed by AI, datahub or hello-agents?

datahub: an AI signed 8.2% of its commits, with Cursor, Claude Code, CodeRabbit, GitHub Copilot, and Devin; in hello-agents, 2.4%.

The proof: [the commits each tool signed in datahub-project/datahub](https://seerepo.com/r/datahub-project/datahub/ai)

## Sources

- datahub-project/datahub: Read on November 10, 2026, at commit 0d9b954 (https://github.com/datahub-project/datahub/tree/0d9b95469f4b98109939b0c97826fa3787926604)
- datawhalechina/hello-agents: Read on November 9, 2026, at commit 36f583c (https://github.com/datawhalechina/hello-agents/tree/36f583c233ea5cee4537ef93455702b55053af18)

## What is your repo built with?

Any public repo, with no account: https://seerepo.com/r/owner/repo/built, with the owner and name it has on GitHub.