ai-agent-book vs opik
ai-agent-book and opik share 29 technologies: React, FastAPI, OpenAI, Anthropic, Hugging Face, PostHog, Flask, anyio, AIOHTTP, Vite, Rich, accelerate, torch, transformers, peft, datasets, tiktoken, litellm, scikit-learn, pillow, Pydantic, Tailwind CSS, recharts, class-variance-authority, tailwind-merge, Radix UI, Lucide, react-markdown, and remark-gfm. Both are written in Python.
What they share and what sets them apart
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
uvicorn
- azure-search-documents
- azure-storage-blob
chromadb
psycopg2-binary
- Postgres
pyarrow
Googlefastmcp
- Next.js
- Express
- Astro
mkdocs-material
matplotlib
seaborn
- Plotly
authlib
- google-auth
google-auth-httplib2
google-auth-oauthlib
- pyotp
- bitsandbytes
- cut-cross-entropy
- faiss-cpu
lightgbm
- mem0ai
nltk
openai-whisper
scikit-image
- sentencepiece
- triton
- xformers
- MCP
- Ollama
- rank-bm25
groq
librosa
trl
snac
torchaudio
opencv-python
sentence-transformers
langchain-openai
- mlx-audio
- vLLM
lxml
- python-magic
- torchcodec
- xlrd
- xlsxwriter
- beautifulsoup4
- python-pptx
pypdf2
- reportlab
- html2text
pypdf
- python-docx
- openpyxl
- markdown
- pdfplumber
pymupdf
sendgrid
- youtube-transcript-api
yt-dlp
structlog
loguru
psutil
pptxgenjs
- sharp
- D3
onnxruntime-node
react-syntax-highlighter
katex
In common
opik
Debug, evaluate, and monitor your LLM applications, RAG systems, and agentic workflows with comprehensive tracing, automated evaluations, and production-ready dashboards.
Python23.2kRead on November 4, 2026, at commit df61dd2What is opik built with?Only in opik
- JAX-RS
werkzeug
- flask-cors
- redisson
s3
- Redis
- MySQL
- Sentry
AWS S3- tanstack
itsdangerous
- spaCy
tokenizers
- LangChain
markdown-it-py
markupsafe
- jinja2
- annotated-types
- referencing
- jsonschema
- pydantic-core
- Gunicorn
- OpenTelemetry
opentelemetry-instrumentation-flask
opentelemetry-instrumentation-logging
opentelemetry-instrumentation-requests
opentelemetry-instrumentation-system-metrics
- botocore
- docker
- React Hook Form
@uiw/react-codemirror
- CodeMirror
dnd-kit
- react-hotkeys-hook
- react-textarea-autosize
react18-json-view
react-day-picker
- cmdk
react-intersection-observer
- react-player
- @lezer/highlight
- Mermaid
re-resizable
- react-grid-layout
react-resizable-panels
- Vega
vega-lite
- mustache
remark-breaks
- ansi-to-html
- react-pdf
rehype-raw
rehype-sanitize
- unist-util-visit
yaml
- Zod
@hookform/resolvers
- ora
ai
@ai-sdk/google
- Nunjucks
@clack/prompts
- zod-to-json-schema
- @opentelemetry/sdk-trace-base
Side by side
Frequently asked questions
Which is bigger, ai-agent-book or opik?
The proof: comet-ml/opik's code at commit df61dd2
Which has more GitHub stars, ai-agent-book or opik?
The proof: bojieli/ai-agent-book on GitHub
Which has more tests, ai-agent-book or opik?
The proof: comet-ml/opik's code at commit df61dd2
Which was updated more recently, ai-agent-book or opik?
The proof: comet-ml/opik's commits on GitHub
Which has more commits signed by AI, ai-agent-book or opik?
The proof: the commits each tool signed in bojieli/ai-agent-book
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