Source: https://seerepo.com/compare/datawhalechina/hello-agents/vs/HKUDS/Vibe-Trading
Markdown source: https://seerepo.com/compare/datawhalechina/hello-agents/vs/HKUDS/Vibe-Trading.md
Description: hello-agents and Vibe-Trading share 39 technologies: FastAPI, uvicorn, OpenAI, fastmcp, starlette, anyio, AIOHTTP, Vite, React, cycler, fonttools, contourpy, matplotlib, Rich, MCP, scikit-learn, tiktoken, langchain-openai, LangGraph, lxml, openpyxl, pypdf, python-docx, reportlab, xlrd, pillow, beautifulsoup4, jinja2, annotated-types, email-validator, pydantic-core, Pydantic, jsonschema, OpenTelemetry, katex, Tailwind CSS, highlight.js, react-markdown, and echarts. Both are written in Python.

# hello-agents vs Vibe-Trading

hello-agents and Vibe-Trading share 39 technologies: FastAPI, uvicorn, OpenAI, fastmcp, starlette, anyio, AIOHTTP, Vite, React, cycler, fonttools, contourpy, matplotlib, Rich, MCP, scikit-learn, tiktoken, langchain-openai, LangGraph, lxml, openpyxl, pypdf, python-docx, reportlab, xlrd, pillow, beautifulsoup4, jinja2, annotated-types, email-validator, pydantic-core, Pydantic, jsonschema, OpenTelemetry, katex, Tailwind CSS, highlight.js, react-markdown, and echarts. 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
- [HKUDS/Vibe-Trading](https://seerepo.com/r/HKUDS/Vibe-Trading): "Vibe-Trading: Your Personal Trading Agent"

## What they share and what sets them apart

- In common: FastAPI, uvicorn, OpenAI, fastmcp, starlette, anyio, AIOHTTP, Vite, React, cycler, fonttools, contourpy, matplotlib, Rich, MCP, scikit-learn, tiktoken, langchain-openai, LangGraph, lxml, openpyxl, pypdf, python-docx, reportlab, xlrd, pillow, beautifulsoup4, jinja2, annotated-types, email-validator, pydantic-core, Pydantic, jsonschema, OpenTelemetry, katex, Tailwind CSS, highlight.js, react-markdown, echarts
- Only in hello-agents: aiosqlite, asyncpg, psycopg2-binary, Postgres, chromadb, Redis, SQLite, oracledb, pymilvus, Qdrant, Hugging Face, Flask, Streamlit, Vue, vue-router, react-router-dom, Plotly, Gradio, alembic, SQLAlchemy, bcrypt, accelerate, onnxruntime, peft, safetensors, tavily-python, tokenizers, torch, transformers, sentence-transformers, datasets, paddlenlp, rank-bm25, spaCy, markdown, pdfminer.six, pdfplumber, feedparser, pymupdf, opentelemetry-exporter-otlp-proto-grpc, loguru, D3, markdown-it, vue-flow, Chart.js, vue-chartjs, dompurify, marked, Element, Leaflet, Mermaid, html2canvas, jspdf
- Only in Vibe-Trading: py-key-value-aio, DuckDB, fastmcp-slim, Electron, React Router, soupsieve, tinycss2, prompt-toolkit, peewee, authlib, joserfc, pyjwt, cryptography, keyring, github-copilot-sdk, langchain-protocol, langgraph-sdk, langsmith, LangChain, bs4, et-xmlfile, html5lib, markdown-it-py, markupsafe, mdurl, rich-rst, webencodings, xlsxwriter, defusedxml, mistune, nh3, python-pptx, qrcode, weasyprint, pypdfium2, beartype, jsonschema-path, jsonschema-specifications, openapi-pydantic, referencing, tailwind-merge, sonner, Lucide, rehype-highlight, rehype-katex, remark-gfm, remark-math

## Side by side

| | hello-agents | Vibe-Trading |
|---|---|---|
| Size | 226,661 lines written, 1,212 code files | 602,935 lines written, 1,351 code files |
| Who writes it | 2.4% of its commits signed by AI. With Codex, Cursor, and Claude Code | 5.9% of its commits signed by AI. With Claude Code, Codex, GitHub Copilot, and Cursor |
| Activity | Last push October 13, 2026, 660 commits, 86,039 stars | Last push November 6, 2026, 2,644 commits, 37,785 stars |
| Tests | 97 test files. 6.9% of its code files have a test that imports them | 1,166 test files. 50.4% 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 Vibe-Trading?

Vibe-Trading, with 602,935 lines written; hello-agents has 226,661.

The proof: [HKUDS/Vibe-Trading's code at commit b62c878](https://github.com/HKUDS/Vibe-Trading/tree/b62c8782f57cad20c1c195367fa7a1cdeb29d6a8)

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

hello-agents, with 86,039 stars; Vibe-Trading has 37,785.

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

### Which has more tests, hello-agents or Vibe-Trading?

Vibe-Trading, with 1,166 test files; hello-agents has 97.

The proof: [HKUDS/Vibe-Trading's code at commit b62c878](https://github.com/HKUDS/Vibe-Trading/tree/b62c8782f57cad20c1c195367fa7a1cdeb29d6a8)

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

Vibe-Trading: its last push was on November 6, 2026, and hello-agents's on October 13, 2026.

The proof: [HKUDS/Vibe-Trading's commits on GitHub](https://github.com/HKUDS/Vibe-Trading/commits)

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

Vibe-Trading: an AI signed 5.9% of its commits, with Claude Code, Codex, GitHub Copilot, and Cursor; in hello-agents, 2.4%.

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

## Sources

- datawhalechina/hello-agents: Read on November 4, 2026, at commit 36f583c (https://github.com/datawhalechina/hello-agents/tree/36f583c233ea5cee4537ef93455702b55053af18)
- HKUDS/Vibe-Trading: Read on November 6, 2026, at commit b62c878 (https://github.com/HKUDS/Vibe-Trading/tree/b62c8782f57cad20c1c195367fa7a1cdeb29d6a8)

## 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.