Source: https://seerepo.com/compare/bojieli/ai-agent-book/vs/microsoft/graphrag
Markdown source: https://seerepo.com/compare/bojieli/ai-agent-book/vs/microsoft/graphrag.md
Description: ai-agent-book and graphrag share 7 technologies: FastAPI, azure-search-documents, azure-storage-blob, pyarrow, nltk, litellm, and Pydantic. Both are written in Python.

# ai-agent-book vs graphrag

ai-agent-book and graphrag share 7 technologies: FastAPI, azure-search-documents, azure-storage-blob, pyarrow, nltk, litellm, and Pydantic. 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
- [microsoft/graphrag](https://seerepo.com/r/microsoft/graphrag): A modular graph-based Retrieval-Augmented Generation (RAG) system

## What they share and what sets them apart

- In common: FastAPI, azure-search-documents, azure-storage-blob, pyarrow, nltk, litellm, Pydantic
- Only in ai-agent-book: React, uvicorn, chromadb, psycopg2-binary, Postgres, OpenAI, Anthropic, Hugging Face, Google, PostHog, fastmcp, Flask, anyio, AIOHTTP, Next.js, Vite, Express, Astro, mkdocs-material, Rich, matplotlib, seaborn, Plotly, authlib, google-auth, google-auth-httplib2, google-auth-oauthlib, pyotp, accelerate, bitsandbytes, cut-cross-entropy, faiss-cpu, lightgbm, mem0ai, openai-whisper, scikit-image, sentencepiece, triton, xformers, torch, transformers, MCP, peft, datasets, tiktoken, Ollama, scikit-learn, rank-bm25, groq, librosa, trl, snac, torchaudio, opencv-python, sentence-transformers, langchain-openai, 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
- Only in graphrag: azure-cosmos, lancedb, Streamlit, altair, azure-identity, graphrag, spaCy, textblob, jinja2, markitdown, azure-core

## Side by side

| | ai-agent-book | graphrag |
|---|---|---|
| Size | 422,447 lines written, 1,067 code files | 51,789 lines written, 449 code files |
| Who writes it | 20.8% of its commits signed by AI. With Claude Code | 2.6% of its commits signed by AI. With GitHub Copilot |
| Activity | Last push October 8, 2026, 1,610 commits, 57,240 stars | Last push November 2, 2026, 499 commits, 36,582 stars |
| Tests | 624 test files. 34.3% of its code files have a test that imports them | 129 test files |

- 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 graphrag?

ai-agent-book, with 422,447 lines written; graphrag has 51,789.

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

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

ai-agent-book, with 57,240 stars; graphrag has 36,582.

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

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

ai-agent-book, with 624 test files; graphrag has 129.

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 graphrag?

graphrag: its last push was on November 2, 2026, and ai-agent-book's on October 8, 2026.

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

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

ai-agent-book: an AI signed 20.8% of its commits, with Claude Code; in graphrag, 2.6%.

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)
- microsoft/graphrag: Read on November 7, 2026, at commit 34b2b67 (https://github.com/microsoft/graphrag/tree/34b2b67ae4601ad0b47bcd179fbe3f2a23aa0857)

## 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.