Source: https://seerepo.com/compare/HKUDS/Vibe-Trading/vs/Unstructured-IO/unstructured
Markdown source: https://seerepo.com/compare/HKUDS/Vibe-Trading/vs/Unstructured-IO/unstructured.md
Description: Vibe-Trading and unstructured share 4 technologies: beautifulsoup4, html5lib, lxml, and nh3. Vibe-Trading is written in Python and unstructured in HTML.

# Vibe-Trading vs unstructured

Vibe-Trading and unstructured share 4 technologies: beautifulsoup4, html5lib, lxml, and nh3. Vibe-Trading is written in Python and unstructured in HTML.

- [HKUDS/Vibe-Trading](https://seerepo.com/r/HKUDS/Vibe-Trading): "Vibe-Trading: Your Personal Trading Agent"
- [Unstructured-IO/unstructured](https://seerepo.com/r/Unstructured-IO/unstructured): Convert documents to structured data effortlessly. Unstructured is open-source ETL solution for transforming complex documents into clean, structured formats for language models.  Visit our website to learn more about our enterprise grade Platform product for production grade workflows, partitioning, enrichments, chunking and embedding.

## What they share and what sets them apart

- In common: beautifulsoup4, html5lib, lxml, nh3
- Only in Vibe-Trading: FastAPI, py-key-value-aio, DuckDB, OpenAI, fastmcp-slim, AIOHTTP, starlette, fastmcp, uvicorn, anyio, Electron, Vite, React, React Router, cycler, fonttools, soupsieve, tinycss2, contourpy, Rich, prompt-toolkit, matplotlib, peewee, authlib, joserfc, pyjwt, cryptography, keyring, github-copilot-sdk, langchain-protocol, LangGraph, langgraph-sdk, langsmith, tiktoken, LangChain, MCP, scikit-learn, langchain-openai, bs4, et-xmlfile, markdown-it-py, markupsafe, mdurl, rich-rst, webencodings, xlrd, xlsxwriter, jinja2, defusedxml, mistune, pillow, python-pptx, qrcode, reportlab, weasyprint, openpyxl, pypdf, pypdfium2, python-docx, annotated-types, beartype, email-validator, jsonschema, jsonschema-path, jsonschema-specifications, openapi-pydantic, referencing, Pydantic, pydantic-core, OpenTelemetry, Tailwind CSS, tailwind-merge, sonner, echarts, Lucide, react-markdown, rehype-highlight, highlight.js, katex, rehype-katex, remark-gfm, remark-math
- Only in unstructured: langdetect, spaCy, unstructured-client, python-oxmsg, python-magic, filetype, psutil

## Side by side

| | Vibe-Trading | unstructured |
|---|---|---|
| Size | 602,935 lines written, 1,351 code files | 285,496 lines written, 315 code files |
| Who writes it | 5.9% of its commits signed by AI. With Claude Code, Codex, GitHub Copilot, and Cursor | 2.4% of its commits signed by AI. With Claude Code and GitHub Copilot |
| Activity | Last push November 6, 2026, 2,644 commits, 37,785 stars | Last push November 6, 2026, 2,032 commits, 15,696 stars |
| Tests | 1,166 test files. 50.4% of its code files have a test that imports them | 131 test files. 34.3% 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, Vibe-Trading or unstructured?

Vibe-Trading, with 602,935 lines written; unstructured has 285,496.

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

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

Vibe-Trading, with 37,785 stars; unstructured has 15,696.

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

### Which has more tests, Vibe-Trading or unstructured?

Vibe-Trading, with 1,166 test files; unstructured has 131.

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

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

Both got their last push on November 6, 2026.

The proof: [Unstructured-IO/unstructured's commits on GitHub](https://github.com/Unstructured-IO/unstructured/commits)

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

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

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

## Sources

- HKUDS/Vibe-Trading: Read on November 6, 2026, at commit b62c878 (https://github.com/HKUDS/Vibe-Trading/tree/b62c8782f57cad20c1c195367fa7a1cdeb29d6a8)
- Unstructured-IO/unstructured: Read on November 7, 2026, at commit 293d235 (https://github.com/Unstructured-IO/unstructured/tree/293d235cfcd5f5e89c3cc5ff85562005e182ae33)

## 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.