PythonHub

Talk to Django with natural language. Text to SQL and more. The video demonstrates using Djeno database for natural language to SQL queries via embeddings, emphasizing semantic search, and integration with Django. It covers setting up PostgreSQL, creating Django models, embedding for efficient search, and caching for performance, while addressing bugs and customizing prompts in the SQL engine. https://www.youtube.com/watch?v=GfDJ-Sxn4dE

DCPerf DCPerf benchmark suite for hyperscale cloud applications, https://github.com/facebookresearch/DCPerf

Recent Performance Improvements in Function Calls in CPython https://blog.codingconfessions.com/p/are-function-calls-still-slow-in-python

FINALLY Python is Getting Rid of the GIL! This video discusses how Python 3.13 is revolutionizing performance by making the Global Interpreter Lock (GIL) optional! Learn what the GIL is, why it exists, and the potential impacts of its removal on your Python projects. https://www.youtube.com/watch?v=zWPe_CUR4yU

The trouble with __all__ This article discusses the limitations and pitfalls of using the all attribute in Python for defining public APIs, emphasizing how it fails to enforce module boundaries and can lead to tightly coupled codebases. The author proposes an alternative solution involving a custom import hook to ensure stricter module interface enforcement. https://www.gauge.sh/blog/the-trouble-with-all

sqlite-vec A vector search SQLite extension that runs anywhere! https://github.com/asg017/sqlite-vec

MindSearch An LLM-based Multi-agent Framework of Web Search Engine (like Perplexity.ai Pro and SearchGPT) https://github.com/InternLM/MindSearch

Formy Generate dynamic UI forms from text using OpenAI's structured output API. https://github.com/deedy/formy

Python Hub Weekly Digest for 2024-08-11 https://pythonhub.dev/digest/2024-08-11/

Knuckledragger, a Semi-Automated Python Proof Assistant https://www.philipzucker.com/state_o_knuck/

Visualize Execution of Python code step by step https://www.pynerds.com/visualize/

Dioptra Dioptra is a software test platform for assessing the trustworthy characteristics of artificial intelligence (AI). https://github.com/usnistgov/dioptra

A simply utility script which allows you to analyze your Python file https://github.com/mraza007/python-file-analyzer

VS Code Extensions for Python https://www.reddit.com/r/learnpython/comments/1ejazki/vs_code_extensions_for_python/

Debugging distributed database mysteries with Rust, packet capture and Polars Unravel a mysterious network bandwidth issue in QuestDB's primary-replica replication was identified and resolved. Learn about the tools and techniques used, including Rust for packet capture and Python with Polars for data analysis, to optimize network performance. https://questdb.io/blog/debugging-distributed-database-mysteries-with-rust-pcap-and-polars/

Datoviz – Vulkan-based GPU scientific visualization (C/C++/Python) https://github.com/datoviz/datoviz

patchwork Automate development gruntwork like code reviews, patching and documentation with LLM workflows. https://github.com/patched-codes/patchwork

Building A Generative AI Platform The article outlines the common components and architecture of a generative AI platform, discussing how to enhance context input, implement guardrails, add model routing and gateways, optimize with caching, and incorporate complex logic and write actions. It provides a comprehensive guide for building and scaling AI applications, emphasizing the importance of observability and orchestrat... https://huyenchip.com//2024/07/25/genai-platform.html

torchchat Run PyTorch LLMs locally on servers, desktop and mobile. https://github.com/pytorch/torchchat

Opslane Reducing alert fatigue for on-call engineers. https://github.com/opslane/opslane