Source: https://seerepo.com/compare/bojieli/ai-agent-book/vs/hsliuping/TradingAgents-CN
Markdown source: https://seerepo.com/compare/bojieli/ai-agent-book/vs/hsliuping/TradingAgents-CN.md
Description: ai-agent-book and TradingAgents-CN share 17 technologies: uvicorn, FastAPI, chromadb, OpenAI, Vite, Rich, matplotlib, mem0ai, MCP, langchain-openai, xlrd, pillow, python-docx, openpyxl, markdown, Pydantic, and psutil. Both are written in Python.

# ai-agent-book vs TradingAgents-CN

ai-agent-book and TradingAgents-CN share 17 technologies: uvicorn, FastAPI, chromadb, OpenAI, Vite, Rich, matplotlib, mem0ai, MCP, langchain-openai, xlrd, pillow, python-docx, openpyxl, markdown, Pydantic, and psutil. Both are written in Python.

- [bojieli/ai-agent-book](https://seerepo.com/r/bojieli/ai-agent-book): 《深入理解 AI Agent：设计原理与工程实践》（李博杰 著）开源主仓库：全书正文、编译版 PDF 与按章配套代码
- [hsliuping/TradingAgents-CN](https://seerepo.com/r/hsliuping/TradingAgents-CN): 基于多智能体LLM的中文金融交易框架 - TradingAgents中文增强版

## What they share and what sets them apart

- In common: uvicorn, FastAPI, chromadb, OpenAI, Vite, Rich, matplotlib, mem0ai, MCP, langchain-openai, xlrd, pillow, python-docx, openpyxl, markdown, Pydantic, psutil
- Only in ai-agent-book: React, azure-search-documents, azure-storage-blob, psycopg2-binary, Postgres, pyarrow, Anthropic, Hugging Face, Google, PostHog, fastmcp, Flask, anyio, AIOHTTP, Next.js, Express, Astro, mkdocs-material, seaborn, Plotly, authlib, google-auth, google-auth-httplib2, google-auth-oauthlib, pyotp, accelerate, bitsandbytes, cut-cross-entropy, faiss-cpu, lightgbm, nltk, openai-whisper, scikit-image, sentencepiece, triton, xformers, torch, transformers, peft, datasets, tiktoken, litellm, Ollama, scikit-learn, rank-bm25, groq, librosa, trl, snac, torchaudio, opencv-python, sentence-transformers, mlx-audio, vLLM, lxml, python-magic, torchcodec, xlsxwriter, beautifulsoup4, python-pptx, pypdf2, reportlab, html2text, pypdf, pdfplumber, pymupdf, sendgrid, youtube-transcript-api, yt-dlp, structlog, loguru, pptxgenjs, sharp, Tailwind CSS, D3, recharts, onnxruntime-node, class-variance-authority, tailwind-merge, Radix UI, react-syntax-highlighter, Lucide, react-markdown, remark-gfm, katex
- Only in TradingAgents-CN: motor, pymongo, MongoDB, Redis, Qdrant, Vue, vue-router, pystray, questionary, itsdangerous, bcrypt, pyjwt, LangChain, LangGraph, dashscope, langchain-google-genai, langchain-anthropic, parsel, feedparser, jinja2, pypandoc, weasyprint, concurrent-log-handler, Element, echarts, nprogress, sortablejs, vue-echarts, @element-plus/icons-vue, marked, dompurify

## Side by side

| | ai-agent-book | TradingAgents-CN |
|---|---|---|
| Size | 422,447 lines written, 1,067 code files | 518,993 lines written, 951 code files |
| Who writes it | 20.8% of its commits signed by AI. With Claude Code | 0% of its commits signed by AI |
| Activity | Last push October 8, 2026, 1,610 commits, 57,240 stars | Last push September 22, 2026, 1 commits, 32,827 stars |
| Tests | 624 test files. 34.3% of its code files have a test that imports them | 487 test files. 23.2% 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, ai-agent-book or TradingAgents-CN?

TradingAgents-CN, with 518,993 lines written; ai-agent-book has 422,447.

The proof: [hsliuping/TradingAgents-CN's code at commit 51060a7](https://github.com/hsliuping/TradingAgents-CN/tree/51060a7682cf51810b4bc3a704829438d18cd8dc)

### Which has more GitHub stars, ai-agent-book or TradingAgents-CN?

ai-agent-book, with 57,240 stars; TradingAgents-CN has 32,827.

The proof: [bojieli/ai-agent-book on GitHub](https://github.com/bojieli/ai-agent-book)

### Which has more tests, ai-agent-book or TradingAgents-CN?

ai-agent-book, with 624 test files; TradingAgents-CN has 487.

The proof: [bojieli/ai-agent-book's code at commit dbc046e](https://github.com/bojieli/ai-agent-book/tree/dbc046eb896ac4e39aa19c7774c8bf49583b89a6)

### Which was updated more recently, ai-agent-book or TradingAgents-CN?

ai-agent-book: its last push was on October 8, 2026, and TradingAgents-CN's on September 22, 2026.

The proof: [bojieli/ai-agent-book's commits on GitHub](https://github.com/bojieli/ai-agent-book/commits)

### Which has more commits signed by AI, ai-agent-book or TradingAgents-CN?

ai-agent-book: an AI signed 20.8% of its commits, with Claude Code.

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

## Sources

- bojieli/ai-agent-book: Read on November 5, 2026, at commit dbc046e (https://github.com/bojieli/ai-agent-book/tree/dbc046eb896ac4e39aa19c7774c8bf49583b89a6)
- hsliuping/TradingAgents-CN: Read on November 7, 2026, at commit 51060a7 (https://github.com/hsliuping/TradingAgents-CN/tree/51060a7682cf51810b4bc3a704829438d18cd8dc)

## 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.