ai-agent-book vs FunASR
ai-agent-book and FunASR share 9 technologies: uvicorn, FastAPI, Google, Flask, sentencepiece, torch, librosa, beautifulsoup4, and markdown. 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
pyarrow
OpenAI- Anthropic
- Hugging Face
PostHogfastmcp
- anyio
- AIOHTTP
- Next.js
- Vite
- Express
- Astro
mkdocs-material
- Rich
matplotlib
seaborn
- Plotly
authlib
- google-auth
google-auth-httplib2
- pyotp
accelerate
- bitsandbytes
- cut-cross-entropy
- faiss-cpu
lightgbm
- mem0ai
nltk
openai-whisper
scikit-image
- triton
- xformers
- transformers
- MCP
peft
- datasets
- tiktoken
litellm
- Ollama
- scikit-learn
- rank-bm25
groq
trl
snac
torchaudio
opencv-python
sentence-transformers
langchain-openai
- mlx-audio
- vLLM
lxml
- python-magic
- torchcodec
- xlrd
- xlsxwriter
pillow
- python-pptx
pypdf2
- reportlab
- html2text
pypdf
- python-docx
- openpyxl
- pdfplumber
pymupdf
sendgrid
- youtube-transcript-api
yt-dlp
- Pydantic
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
modelscope
FunASR
Open-source speech recognition toolkit for training, inference, streaming ASR, VAD, punctuation, speaker diarization pipelines, and OpenAI-compatible/MCP serving.
Python20.9kRead on November 5, 2026, at commit fd1d4aaWhat is FunASR built with?Only in FunASR
- androidx.core:core-ktx
- activity-compose
- lifecycle-runtime-ktx
- constraintlayout
- material3
- ui
- ui-graphics
- androidx.appcompat:appcompat
- ModelScope
- funasr-onnx
- onnxruntime
- ONNX
- YamlDotNet
- Microsoft.Extensions.Logging
openclaw
Side by side
ai-agent-bookFunASR
SizeLines written by people and agents, without generated ones; code files, without tests.
ai-agent-book422,447 lines written1,067 code files
FunASR278,515 lines written1,165 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
FunASR3.3% of its commits signed by AIWith Codex, Claude Code, and Gemini CLI
ActivityFrom GitHub and its history, on the day SeeRepo read it.
ai-agent-bookLast push October 8, 20261,610 commits57,240 stars
FunASRLast push November 5, 20264,986 commits20,948 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
FunASR202 test files0.9% of its code files have a test that imports them
Frequently asked questions
Which is bigger, ai-agent-book or FunASR?
ai-agent-book, with 422,447 lines written; FunASR has 278,515.
Which has more GitHub stars, ai-agent-book or FunASR?
ai-agent-book, with 57,240 stars; FunASR has 20,948.
The proof: bojieli/ai-agent-book on GitHub
Which has more tests, ai-agent-book or FunASR?
ai-agent-book, with 624 test files; FunASR has 202.
Which was updated more recently, ai-agent-book or FunASR?
FunASR: its last push was on November 5, 2026, and ai-agent-book's on October 8, 2026.
The proof: modelscope/FunASR's commits on GitHub
Which has more commits signed by AI, ai-agent-book or FunASR?
ai-agent-book: an AI signed 20.8% of its commits, with Claude Code; in FunASR, 3.3%.
The proof: the commits each tool signed in bojieli/ai-agent-book
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