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

nano-llama31

nanoGPT style version of Llama 3.1

https://github.com/karpathy/nano-llama31

AudioSample

AudioSample is an optimized numpy-like audio manipulation library, created for researchers, used by developers.

https://github.com/deepdub-ai/audiosample

A Knownbits Abstract Domain for the Toy Optimizer, Correctly

The article discusses the implementation of a "Knownbits" abstract domain for the Toy optimizer, which tracks individual bits of a variable as "known zero," "known one," or "unknown" to optimize integer operations. It details the construction of the domain, transfer functions, and correctness proofs using property-based testing and automated proofs, with plans to apply a more complex ver...

https://pypy.org/posts/2024/08/toy-knownbits.html

Django 5.1 released

Django 5.1 introduces LoginRequiredMiddleware for easier authentication enforcement, accessibility enhancements like improved screen reader support and better HTML semantics, and a new querystring template tag for simpler URL handling in templates.

https://www.djangoproject.com/weblog/2024/aug/07/django-51-released/

RAG Fundamentals and Advanced Techniques

This course will guide you through the basics of Retrieval-Augmented Generation (RAG), starting with its fundamental concepts and components. You'll learn how to build a RAG system for chatting with documents, explore advanced techniques, and understand the pitfalls of naive RAG.

https://www.youtube.com/watch?v=ea2W8IogX80

dir-assistant

Chat with your current directory's files using a local or API LLM.

https://github.com/curvedinf/dir-assistant/

OpenAdapt

AI-First Process Automation with Large Multimodal Models (LMMs).

https://github.com/OpenAdaptAI/OpenAdapt

alexta69 / metube

Self-hosted YouTube downloader (web UI for youtube-dl / yt-dlp)

https://github.com/alexta69/metube

Log context propagation in Python ASGI apps

The article explains how to implement log context propagation in Python ASGI applications using middleware to automatically tag log messages with contextual information like user ID and platform. This approach simplifies logging by eliminating the need for manual context passing across different layers of an application, ensuring all logs within a request-response cycle are consistently ...

https://rednafi.com/python/log_context_propagation/

Crawling Pages with Infinite Scroll using Scrapy and Playwright

This post provides a detailed guide on how to scrape infinite scroll websites using Scrapy and Playwright in Python. It covers the setup process, explains how to implement a custom downloader middleware to handle JavaScript rendering, and demonstrates how to extract data from dynamically loaded content, offering a practical solution for web scraping challenges posed by modern web applica...

https://www.xiegerts.com/post/infinite-scroll-scrapy-playwright/

AgentK

An autoagentic AGI that is self-evolving and modular.

https://github.com/mikekelly/AgentK

Unstract

No-code LLM Platform to launch APIs and ETL Pipelines to structure unstructured documents.

https://github.com/Zipstack/unstract

pgai

Bring AI models closer to your PostgreSQL data.

https://github.com/timescale/pgai

emval

emval is a blazingly fast Python email validator written in Rust.

https://github.com/bnkc/emval