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Shared 12 articles, 12 open source projects, 2100 words.
Below is a summary of this issue:
🦄 Articles & Tutorials
① It's time to stop using Python 3.8!
② Thinking About Multi-Version Python Libraries
Why should I switch from Pandas to Polars?
④ How can we make Jupyter Notebook load 10 times faster?
⑤ Asynchronous IO: The Next Billion Dollar Mistake?
(vi) Developing the same program using various web frameworks
⑦ Developing a Movie Recommendation App with Weaviate and Streamlit
⑧ PyPI Agent for Docker Builds
⑨ Bitten by Unicode
Rust for small tasks? What about Python?
⑪ Go and Python Serverless Applications: Performance, Cost, and Ease of Use
⑫ Google Trends API Alternative: Wikipedia Web Browsing Statistics
🐿️ projects&resources
① polar: open source alternative to Lemon Squeezy
② gigi: a prototyping and development framework for real-time rendering
③ nestedtext: a user-friendly data format
④ maestro-cli: play music or arbitrary audio on the command line
⑤ repo2file: dump multiple files from a selected code repository into a single file.
⑥ edx-platform: Open edX LMS and Studio
⑦ langflow: a low-code application development tool for RAG and multi-agent AI
⑧ crawl4ai: LLM friendly web crawler and grabber
⑨ litecli: a CLI for SQLite that supports auto-completion and syntax highlighting.
⑩ defusedxml: defusing XML bombs and other vulnerabilities
⑪ sail: mission to unify streaming, batch, and compute-intensive (AI) workloads
⑫ dbos-transact-py: ultra-lightweight persistent execution
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Python Trends Weekly has finished its second quarter, and I'd like to share a few summaries:/posts/2024-07-14-iweekly
A free collection of the first 30 issues of the weekly magazine with a beautiful ebook (EPUB/PDF):/posts/2023-12-11-weekly
A 10,000-word condensed version of 800 links from the 1st quarter of Python Trends Weekly! :/post/78c3d645-86fa-4bd8-8eac-46fb192a339e
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