PythonHub

modelcontextprotocol / python-sdk The official Python SDK for Model Context Protocol servers and clients https://github.com/modelcontextprotocol/python-sdk

Single-file Django Apps with nanodjango Discover Nanodjango: a project simplifying Django development with single-file apps, APIs, and seamless transition to full projects. Perfect for quick experiments and sharing prototypes. https://lincolnloop.com/insights/single-file-apps-with-nanodjango/

chaidiscovery / chai-lab Chai-1, SOTA model for biomolecular structure prediction https://github.com/chaidiscovery/chai-lab

Bruin Build data pipelines with SQL and Python, ingest data from different sources, add quality checks, and build end-to-end flows. https://github.com/bruin-data/bruin

Python Hub Weekly Digest for 2024-12-22 https://pythonhub.dev/digest/2024-12-22/

DNS server written in Python https://www.reddit.com/r/Python/comments/1hagkql/dns_server_written_in_python/

gitingest Turn codebases into prompt-friendly text. https://github.com/cyclotruc/gitingest

Try This if You Don’t Like Python’s Exception Handling Struggling with Python's unpredictable errors and None checks? This video shares a unique approach to making your code cleaner and more reliable using the returns package—no complicated try-except nests required. https://www.youtube.com/watch?v=qkxf583t4Vc

MegaParse File Parser optimised for LLM Ingestion with no loss. Parse PDFs, Docx, PPTx in a format that is ideal for LLMs. https://github.com/QuivrHQ/MegaParse

The hand-picked selection of the best Python libraries and tools of 2024 – 10th edition! https://www.reddit.com/r/Python/comments/1hbs4t8/the_handpicked_selection_of_the_best_python/

Helping Securing the Python with Mike Fiedler The episode discusses the security challenges faced by PyPI, including account takeovers and typo-squatting, highlighting the importance of measures like 2FA and collaboration with security researchers. It also explores the debate between maintaining legacy systems and greenfield development, emphasizing the complexities of managing critical infrastructure and the often underestimated ro... https://share.transistor.fm/s/db1d4d9f

Django: launch pdb when a given SQL query runs This article discusses a technique for debugging Django applications by using database instrumentation to identify and break on specific SQL queries. This allows you to trace the execution flow back to the code that triggered the query, even when it's not immediately obvious. https://adamj.eu/tech/2024/12/05/django-sql-breakpoint/

Imposter Attack – Among Us-themed infrared game made with ESP32 and MicroPython https://blog.langworth.com/imposter-attack

Text Chunking for RAG Systems with Chonkie Speaks about the need for efficient text chunking and how to do that practically https://medium.com/generative-ai/text-chunking-for-rag-systems-with-chonkie-d609d0eef55c

JupyterLab 4.3 and Notebook 7.3 are available! https://blog.jupyter.org/jupyterlab-4-3-and-notebook-7-3-are-available-eaaa7227d61b

Jules Jules by Google is an experimental AI-powered code agent that can handle Python and JavaScript bug fixes and other coding tasks. It integrates with GitHub, creates detailed plans, and generates code, saving developers time and boosting productivity. https://labs.google.com/jules/home

flow_matching A PyTorch library for implementing flow matching algorithms, featuring continuous and discrete flow matching implementations. It includes practical examples for both text and image modalities. https://github.com/facebookresearch/flow_matching

Helium: Lighter Web Automation with Python https://github.com/mherrmann/helium

Building a Tiny CDN With pyinfra and Chimera Linux The author set up a DIY content delivery network for his link blog using multiple servers worldwide, reducing average response time from 807ms to 189ms. He utilized pyinfra for automation, Chimera Linux as the host OS, and implemented GeoDNS for traffic routing, demonstrating significant performance improvements without relying on major CDN providers. https://www.wezm.net/v2/posts/2024/tiny-cdn/

Parlant A structured approach to building and guiding customer-facing AI agents. https://github.com/emcie-co/parlant