NVIDIA / trt-llm-rag-windows

A developer reference project for creating Retrieval Augmented Generation (RAG) chatbots on Windows using TensorRT-LLM

https://github.com/NVIDIA/trt-llm-rag-windows

Machine Learning in 2024 – Beginner's Course

This machine learning course is created for beginners who are learning in 2024. The course begins with a Machine Learning Roadmap for 2024, emphasizing career paths and beginner-friendly theory. Then it the course moves on to hands-on practical applications and a comprehensive end-to-end project using Python.

https://www.youtube.com/watch?v=bmmQA8A-yUA

Building an LLM fine-tuning Dataset

The video shares insights on building a comprehensive dataset for AI model training using Reddit comments, highlighting challenges such as working with large datasets and filtering out low-quality comments. The creator discusses methods like loading, sorting, and filtering data to create training samples and models, emphasizing the abundance of comments available for analysis and the pro...

https://www.youtube.com/watch?v=pCX_3p40Efc

flect

A pure Python full-stack web apps framework inspired by Next.js.

https://github.com/Chaoyingz/flect

Bonito

A lightweight library for generating synthetic instruction tuning datasets for your data without GPT.

https://github.com/BatsResearch/bonito

Intro to DSPy: Goodbye Prompting, Hello Programming!

How the DSPy framework solves the fragility problem in LLM-based applications by replacing prompting with programming and compiling.

https://towardsdatascience.com/intro-to-dspy-goodbye-prompting-hello-programming-4ca1c6ce3eb9

Hatchet

A Distributed, Fault-Tolerant Task Queue.

https://github.com/hatchet-dev/hatchet

pfl

Python framework for Private Federated Learning simulations.

https://github.com/apple/pfl-research

From Beeps to Toots: Reviving Pagers with Python and Mastodon

The article showcases a unique application of Python programming by connecting pagers with Mastodon, blending the reliability of pagers with modern social media interactions. It highlights the versatility of Python in bridging analog devices like pagers with digital platforms, demonstrating the enduring relevance of traditional communication methods in today's digital age.

https://finnley.dolphinhome.net/2024/02/25/from-beeps-to-toots-reviving-pagers-with-python-and-mastodon/

mit-han-lab / efficientvit

EfficientViT is a new family of vision models for efficient high-resolution vision.

https://github.com/mit-han-lab/efficientvit

Deploying Django Apps in Kubernetes

Learn you can optimize Django deployments seamlessly in a Kubernetes environment, whether you are a Django developer or a Kubernetes enthusiast.

https://blog.jetbrains.com/pycharm/2024/03/deploying-django-apps-in-kubernetes/

Cadwyn

Production-ready community-driven modern Stripe-like API versioning in FastAPI.

https://github.com/zmievsa/cadwyn

BlendSQL

Unified dialect for orchestrating SQLite logic and LLM reasoning.

https://github.com/parkervg/blendsql

Python environment management using JupyterLab Desktop CLI

The article discusses Python environment management using the JupyterLab Desktop CLI, which offers various commands and options to manage Python environments efficiently within the application. It covers setting up the JupyterLab Desktop CLI, creating new Python environments, and utilizing bundled environment installers or downloading packages from the registry to enhance the development...

https://blog.jupyter.org/python-environment-management-using-jupyterlab-desktop-cli-e57485c9287c