ai-agent-book vs all-in-rag
ai-agent-book and all-in-rag share 21 technologies: chromadb, pyarrow, OpenAI, Hugging Face, accelerate, faiss-cpu, torch, transformers, datasets, tiktoken, scikit-learn, rank-bm25, librosa, torchaudio, sentence-transformers, langchain-openai, pillow, pypdf, openpyxl, markdown, and Pydantic. Both are written in Python.
What 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
Python57.6kRead on November 10, 2026, at commit dbc046eWhat is ai-agent-book built with?Only in ai-agent-book
- React
uvicorn
- FastAPI
- azure-search-documents
- azure-storage-blob
psycopg2-binary
- Postgres
- Anthropic
- Mistral AI
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
- bitsandbytes
- cut-cross-entropy
- graphrag
lightgbm
- mem0ai
- minicpmo-utils
nltk
openai-whisper
- raptor-rag
scikit-image
- sentencepiece
trackio
- triton
umap-learn
unsloth-zoo
- xformers
- xgboost
browser-use
- MCP
peft
unsloth
litellm
- Ollama
groq
trl
fish-audio-sdk
snac
- annoy
- flagembedding
opencv-python
gradio-client
- hnswlib
memobase
- mlx-audio
- vLLM
lxml
- python-magic
- torchcodec
- xlrd
- xlsxwriter
- beautifulsoup4
- python-pptx
pypdf2
- reportlab
- html2text
- python-docx
- aiosmtplib
- pdfplumber
pymupdf
sendgrid
- youtube-transcript-api
yt-dlp
structlog
loguru
psutil
- colorlog
pptxgenjs
- sharp
- Tailwind CSS
- D3
recharts
onnxruntime-node
class-variance-authority
tailwind-merge
- Radix UI
react-syntax-highlighter
- Lucide
- react-markdown
remark-gfm
fontsource-variable
katex
In common
datawhalechina
all-in-rag
🔍大模型应用开发实战一:RAG 技术全栈指南,在线阅读地址:https://datawhalechina.github.io/all-in-rag/
Python13kRead on November 10, 2026, at commit cec956eWhat is all-in-rag built with?Only in all-in-rag
- pymilvus
- Neo4j
- langchain-unstructured
- llama-index-embeddings-openai
- llama-index-llms-openai
- tavily-python
tokenizers
unstructured-client
- LangChain
- langchain-community
langchain-deepseek
langchain-huggingface
llama-index-core
- llama-index-embeddings-huggingface
timm
- langchain-text-splitters
torchvision
- einops
- langchain-experimental
- LangGraph
llama-index
av
- pypdfium2
unstructured
Side by side
ai-agent-bookall-in-rag
SizeLines written by people and agents, without generated ones; code files, without tests.
ai-agent-book422,447 lines written1,067 code files
all-in-rag17,394 lines written80 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
all-in-rag0.8% of its commits signed by AIWith Cursor
ActivityFrom GitHub and its history, on the day SeeRepo read it.
ai-agent-bookLast push October 8, 20261,610 commits57,596 stars
all-in-ragLast push September 30, 2026373 commits13,017 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
all-in-rag0 test files
Frequently asked questions
Which is bigger, ai-agent-book or all-in-rag?
ai-agent-book, with 422,447 lines written; all-in-rag has 17,394.
Which has more GitHub stars, ai-agent-book or all-in-rag?
ai-agent-book, with 57,596 stars; all-in-rag has 13,017.
The proof: bojieli/ai-agent-book on GitHub
Which has more tests, ai-agent-book or all-in-rag?
ai-agent-book, with 624 test files.
Which was updated more recently, ai-agent-book or all-in-rag?
ai-agent-book: its last push was on October 8, 2026, and all-in-rag's on September 30, 2026.
The proof: bojieli/ai-agent-book's commits on GitHub
Which has more commits signed by AI, ai-agent-book or all-in-rag?
ai-agent-book: an AI signed 20.8% of its commits, with Claude Code; in all-in-rag, 0.8%.
The proof: the commits each tool signed in bojieli/ai-agent-book
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