Implement a ChatGPT-like LLM in PyTorch from scratch, step by step

Introduction to Machine Learning Systems

Implement a reasoning LLM in PyTorch from scratch, step by step

This repository delivers end-to-end, code-first tutorials covering every layer of production-grade GenAI agents, guiding you from spark to scale with proven patterns and reusable blueprints for re…

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…

This repository provides tutorials and implementations for various Generative AI Agent techniques, from basic to advanced. It serves as a comprehensive guide for building intelligent, interactive A…

An example of using uv in Docker images

All Algorithms implemented in Python

Sample cloud-first application with 10 microservices showcasing Kubernetes, Istio, and gRPC.

📄 Set of modern React components for PDF highlighting

Build Notion-like, Craft-like, Coda-like, Medium-like editors with Yoopta

This repository provides an advanced Retrieval-Augmented Generation (RAG) solution for complex question answering. It uses sophisticated graph based algorithm to handle the tasks.

This repository is used for MLOps hands-on learning purpose

Python Deep Dive Course - Accompanying Materials