ai-agent-book vs ktransformers
ai-agent-book and ktransformers share 17 technologies: uvicorn, FastAPI, pyarrow, OpenAI, Hugging Face, AIOHTTP, Rich, accelerate, nltk, sentencepiece, triton, torch, transformers, peft, datasets, tiktoken, and psutil. 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
- azure-search-documents
- azure-storage-blob
chromadb
psycopg2-binary
- Postgres
- Anthropic
PostHogfastmcp
- Flask
- anyio
- Next.js
- Vite
- Express
- Astro
mkdocs-material
matplotlib
seaborn
- Plotly
authlib
- google-auth
google-auth-httplib2
- pyotp
- bitsandbytes
- cut-cross-entropy
- faiss-cpu
lightgbm
- mem0ai
openai-whisper
scikit-image
- xformers
- MCP
litellm
- 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
- Pydantic
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
In common
kvcache-ai
ktransformers
A Flexible Framework for Experiencing Heterogeneous LLM Inference/Fine-tune Optimizations
Python19.7kRead on November 5, 2026, at commit c987331What is ktransformers built with?Only in ktransformers
- blobfile
- einops
- LangChain
rouge-score
safetensors
- gguf
- colorlog
Side by side
ai-agent-bookktransformers
SizeLines written by people and agents, without generated ones; code files, without tests.
ai-agent-book422,447 lines written1,067 code files
ktransformers202,519 lines written376 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
ktransformers2.2% of its commits signed by AIWith Claude Code, Gemini CLI, Cursor, and GitHub Copilot
ActivityFrom GitHub and its history, on the day SeeRepo read it.
ai-agent-bookLast push October 8, 20261,610 commits57,240 stars
ktransformersLast push October 28, 2026939 commits19,660 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
ktransformers178 test files6.9% of its code files have a test that imports them
Frequently asked questions
Which is bigger, ai-agent-book or ktransformers?
ai-agent-book, with 422,447 lines written; ktransformers has 202,519.
Which has more GitHub stars, ai-agent-book or ktransformers?
ai-agent-book, with 57,240 stars; ktransformers has 19,660.
The proof: bojieli/ai-agent-book on GitHub
Which has more tests, ai-agent-book or ktransformers?
ai-agent-book, with 624 test files; ktransformers has 178.
Which was updated more recently, ai-agent-book or ktransformers?
ktransformers: its last push was on October 28, 2026, and ai-agent-book's on October 8, 2026.
The proof: kvcache-ai/ktransformers's commits on GitHub
Which has more commits signed by AI, ai-agent-book or ktransformers?
ai-agent-book: an AI signed 20.8% of its commits, with Claude Code; in ktransformers, 2.2%.
The proof: the commits each tool signed in bojieli/ai-agent-book
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