Source: https://seerepo.com/compare/datawhalechina/hello-agents/vs/getredash/redash
Markdown source: https://seerepo.com/compare/datawhalechina/hello-agents/vs/getredash/redash.md
Description: hello-agents and redash share 15 technologies: psycopg2-binary, Postgres, Redis, oracledb, Flask, React, Plotly, SQLAlchemy, jinja2, email-validator, jsonschema, D3, dompurify, marked, and Leaflet. Both are written in Python.

# hello-agents vs redash

hello-agents and redash share 15 technologies: psycopg2-binary, Postgres, Redis, oracledb, Flask, React, Plotly, SQLAlchemy, jinja2, email-validator, jsonschema, D3, dompurify, marked, and Leaflet. Both are written in Python.

- [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
- [getredash/redash](https://seerepo.com/r/getredash/redash): Make Your Company Data Driven. Connect to any data source, easily visualize, dashboard and share your data.

## What they share and what sets them apart

- In common: psycopg2-binary, Postgres, Redis, oracledb, Flask, React, Plotly, SQLAlchemy, jinja2, email-validator, jsonschema, D3, dompurify, marked, Leaflet
- Only in hello-agents: FastAPI, uvicorn, aiosqlite, asyncpg, chromadb, SQLite, pymilvus, OpenAI, Qdrant, Hugging Face, fastmcp, starlette, anyio, AIOHTTP, Streamlit, Vite, Vue, vue-router, react-router-dom, cycler, fonttools, contourpy, Gradio, matplotlib, Rich, alembic, bcrypt, accelerate, MCP, onnxruntime, peft, safetensors, tavily-python, tokenizers, torch, transformers, scikit-learn, sentence-transformers, tiktoken, datasets, langchain-openai, LangGraph, paddlenlp, rank-bm25, spaCy, lxml, markdown, openpyxl, pdfminer.six, pypdf, python-docx, reportlab, xlrd, pdfplumber, pillow, feedparser, pymupdf, beautifulsoup4, annotated-types, pydantic-core, Pydantic, OpenTelemetry, opentelemetry-exporter-otlp-proto-grpc, loguru, katex, Tailwind CSS, markdown-it, vue-flow, Chart.js, vue-chartjs, highlight.js, react-markdown, Element, echarts, Mermaid, html2canvas, jspdf
- Only in redash: universal-router, rq, ibm-db, pyodbc, rq-scheduler, Sentry, flask-restful, werkzeug, history, classnames, antd, react-ace, ace-builds, react-grid-layout, react-resizable, react-virtualized, Ant Design, sqlalchemy-utils, flask-migrate, flask-sqlalchemy, flask-login, authlib, cryptography, itsdangerous, pyjwt, passlib, markupsafe, mustache, xlsxwriter, disposable-email-domains, wtforms, prop-types, flask-wtf, Gunicorn, supervisor, d3-cloud, dnd-kit, leaflet.markercluster, react-plotly.js

## Side by side

| | hello-agents | redash |
|---|---|---|
| Size | 226,661 lines written, 1,212 code files | 120,621 lines written, 643 code files |
| Who writes it | 2.4% of its commits signed by AI. With Codex, Cursor, and Claude Code | 0.9% of its commits signed by AI. With Claude Code and Cursor |
| Activity | Last push October 13, 2026, 660 commits, 86,039 stars | Last push November 7, 2026, 6,566 commits, 28,874 stars |
| Tests | 97 test files. 6.9% of its code files have a test that imports them | 266 test files. 21.6% 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, hello-agents or redash?

hello-agents, with 226,661 lines written; redash has 120,621.

The proof: [datawhalechina/hello-agents's code at commit 36f583c](https://github.com/datawhalechina/hello-agents/tree/36f583c233ea5cee4537ef93455702b55053af18)

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

hello-agents, with 86,039 stars; redash has 28,874.

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

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

redash, with 266 test files; hello-agents has 97.

The proof: [getredash/redash's code at commit 09740ea](https://github.com/getredash/redash/tree/09740eaf6359af4ac4f932b620f28add2299142e)

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

redash: its last push was on November 7, 2026, and hello-agents's on October 13, 2026.

The proof: [getredash/redash's commits on GitHub](https://github.com/getredash/redash/commits)

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

hello-agents: an AI signed 2.4% of its commits, with Codex, Cursor, and Claude Code; in redash, 0.9%.

## Sources

- datawhalechina/hello-agents: Read on November 4, 2026, at commit 36f583c (https://github.com/datawhalechina/hello-agents/tree/36f583c233ea5cee4537ef93455702b55053af18)
- getredash/redash: Read on November 8, 2026, at commit 09740ea (https://github.com/getredash/redash/tree/09740eaf6359af4ac4f932b620f28add2299142e)

## 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.