NLP Zero to Hero in just 10 Kernels

This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. RAG systems combine information retrieval with generative models to provide accurate and cont…

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

🧑‍🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), ga…

Diagrams for visualizing neural network architecture (Created with diagrams.net)

18 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/

A collection of LLM papers, blogs, and projects, with a focus on OpenAI o1 and reasoning techniques.

RAGFlow is an open-source RAG (Retrieval-Augmented Generation) engine based on deep document understanding.