SurfSense

Personal AI Assistant for World Wide Web Surfers. Research & Never forget anything you see on the Internet.

https://github.com/MODSetter/SurfSense

Building RAG with Postgres

A step by step guide to building a RAG system with Postgres.

https://anyblockers.com/posts/building-rag-with-postgres

Moshi

A speech-text foundation model for real time dialogue.

https://github.com/kyutai-labs/moshi

Inside Bento: Jupyter Notebooks at Meta

Meta has developed Bento, an internal platform that enhances Jupyter notebooks with features like version control, collaborative editing, and automated dependency management. This system, which handles over 150,000 notebooks and supports 18,000 monthly active users, aims to improve productivity and collaboration for data scientists and engineers across Meta's various teams and projects.

https://engineering.fb.com/2024/09/17/data-infrastructure/inside-bento-jupyter-notebooks-at-meta/

RoboTwin

Dual-Arm Robot Benchmark with Generative Digital Twins.

https://github.com/TianxingChen/RoboTwin

MemoRAG

Empowering RAG with a memory-based data interface for all-purpose applications!

https://github.com/qhjqhj00/MemoRAG

simonw / llm

Access large language models from the command-line

https://github.com/simonw/llm

Multi-dimensional Sparse Arrays in SciPy

The article explores multi-dimensional sparse arrays and their implementation in scientific computing, focusing on their efficiency in handling large datasets with mostly empty or zero-valued elements. It emphasizes the benefits of sparse arrays for memory optimization and computational performance in various data-heavy applications.

https://labs.quansight.org/blog/multi-dimensional-sparse-arrays

How to Design an AWESOME Function Signature in Python

This video demonstrates how to design a great function header in Python, highlighting aspects that are often overlooked but can significantly impact the quality of the code. Important considerations will be discussed to enhance coding practices and improve overall functionality.

https://www.youtube.com/watch?v=WI6CqykFbDc

weather_landscape

Visualizing Weather Forecasts Through Landscape Imagery.

https://github.com/lds133/weather_landscape

unclecode / crawl4ai

🔥🕷️ Crawl4AI: Open-source LLM Friendly Web Crawler & Scrapper

https://github.com/unclecode/crawl4ai

How to Use FastAPI for Machine Learning

Learn how to use FastAPI for machine learning. Explore the framework's benefits and why it's popular, and understand how to integrate it into your ML workflows.

https://blog.jetbrains.com/pycharm/2024/09/how-to-use-fastapi-for-machine-learning/

streamable

Stream-like manipulation of Python iterables: fluent, typed, lazy, concurrent.

https://github.com/ebonnal/streamable

Automatic async to sync code conversion

The article describes how Psycopg 3 implemented an automatic conversion system to generate synchronous Python code from asynchronous code, reducing code duplication and maintenance efforts. The process involves using Abstract Syntax Trees (AST) to transform async code into equivalent sync code, with custom transformations and helper functions to handle complex cases.

https://www.psycopg.org/articles/2024/09/23/async-to-sync/

Python Tutorial: Build a Course Platform with Django, HTMX, TailwindCSS and Cloudinary

Learn how to build a Course Platform from scratch. Host video-based courses, manage thumbnails, restrict access to confirmed emails only, optimize thumbnails, customize the Django admin and much more.

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