ai-agent-book vs ai-hedge-fund
ai-agent-book and ai-hedge-fund share 4 technologies: Rich, matplotlib, langchain-openai, and Pydantic. Both are written in Python.
LinkedInWhat they share and what sets them apart
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
Python57.2kRead on November 5, 2026, at commit dbc046eWhat is ai-agent-book built with?Only in ai-agent-book
- React
uvicorn
- FastAPI
- azure-search-documents
- azure-storage-blob
chromadb
psycopg2-binary
- Postgres
pyarrow
OpenAI- Anthropic
- Hugging Face
PostHogfastmcp
- Flask
- anyio
- AIOHTTP
- Next.js
- Vite
- Express
- Astro
mkdocs-material
seaborn
- Plotly
authlib
- google-auth
google-auth-httplib2
- pyotp
accelerate
- bitsandbytes
- cut-cross-entropy
- faiss-cpu
lightgbm
- mem0ai
nltk
openai-whisper
scikit-image
- sentencepiece
- triton
- xformers
- torch
- transformers
- MCP
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
- xlrd
- xlsxwriter
- beautifulsoup4
pillow
- python-pptx
pypdf2
- reportlab
- html2text
pypdf
- python-docx
- openpyxl
- markdown
- pdfplumber
pymupdf
sendgrid
- youtube-transcript-api
yt-dlp
structlog
loguru
psutil
pptxgenjs
- sharp
- Tailwind CSS
- D3
recharts
onnxruntime-node
class-variance-authority
tailwind-merge
- Radix UI
react-syntax-highlighter
- Lucide
- react-markdown
remark-gfm
katex
In common
virattt
ai-hedge-fund
An AI Hedge Fund Team
Python64.5kRead on November 5, 2026, at commit e8655f1What is ai-hedge-fund built with?Only in ai-hedge-fund
- Textual
langchain-anthropic
langchain-google-genai
Side by side
ai-agent-bookai-hedge-fund
SizeLines written by people and agents, without generated ones; code files, without tests.
ai-agent-book422,447 lines written1,067 code files
ai-hedge-fund21,749 lines written82 code files
Who writes itA commit counts as AI's when it carries its signature: a Co-Authored-By line, its author name or the merge of its branch.
ai-agent-book20.8% of its commits signed by AIWith Claude Code
ai-hedge-fund1.9% of its commits signed by AIWith Cursor, Claude Code, and Codex
ActivityFrom GitHub and its history, on the day SeeRepo read it.
ai-agent-bookLast push October 8, 20261,610 commits57,240 stars
ai-hedge-fundLast push November 3, 2026888 commits64,498 stars
TestsThe files that test the code, and the share of code files a test imports.
ai-agent-book624 test files34.3% of its code files have a test that imports them
ai-hedge-fund45 test files73.2% of its code files have a test that imports them
Frequently asked questions
Which is bigger, ai-agent-book or ai-hedge-fund?
ai-agent-book, with 422,447 lines written; ai-hedge-fund has 21,749.
Which has more GitHub stars, ai-agent-book or ai-hedge-fund?
ai-hedge-fund, with 64,498 stars; ai-agent-book has 57,240.
The proof: virattt/ai-hedge-fund on GitHub
Which has more tests, ai-agent-book or ai-hedge-fund?
ai-agent-book, with 624 test files; ai-hedge-fund has 45.
Which was updated more recently, ai-agent-book or ai-hedge-fund?
ai-hedge-fund: its last push was on November 3, 2026, and ai-agent-book's on October 8, 2026.
The proof: virattt/ai-hedge-fund's commits on GitHub
Which has more commits signed by AI, ai-agent-book or ai-hedge-fund?
ai-agent-book: an AI signed 20.8% of its commits, with Claude Code; in ai-hedge-fund, 1.9%.
The proof: the commits each tool signed in bojieli/ai-agent-book
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