Automated Security Response on AWS is an add-on solution that works with AWS Security Hub to provide a ready-to-deploy architecture and a library of automated playbooks. The solution makes it easie…

Project CodeGuard is an AI model-agnostic security framework and ruleset that embeds secure-by-default practices into AI coding workflows (generation and review). It ships core security rules, tran…

Amazon Bedrock Agentcore accelerates AI agents into production with the scale, reliability, and security, critical to real-world deployment.

Leafy Bank UI is the graphical user interface for our demo banking application, showcasing the integration of MongoDB's powerful features tailored for Financial Services.

What are the principles we can use to build LLM-powered software that is actually good enough to put in the hands of production customers?

MemoRizz: A Python library serving as a memory layer for AI applications. Leverages popular databases and storage solutions to optimize memory usage. Provides utility classes and methods for effici…

A self-contained multimodal AI agents lab built using MongoDB, Gemini and LangGraph.

A Model Context Protocol server to connect to MongoDB databases and MongoDB Atlas Clusters.

This repository contains examples for customers to get started using the Amazon Bedrock Service. This contains examples for all available foundational models

A breakdown of knowledge graph RAG with diagrams and examples

[EMNLP2025] LightRAG: Simple and Fast Retrieval-Augmented Generation

NeMo Guardrails is an open-source toolkit for easily adding programmable guardrails to LLM-based conversational systems.

Summarize extremely long documents using Azure OpenAI models and Python

Code and Slides

Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.

Dummy landing page of Netflix website

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

Machine Learning Journal for Intermediate to Advanced Topics.

A Python based monitoring and tracking tool for Plex Media Server.

Python package for a Webex Bot based on websockets.

GenAI Cookbook

openpilot is an operating system for robotics. Currently, it upgrades the driver assistance system on 300+ supported cars.

Resources to help you get GitHub certified ✨

Security Certification Roadmap HTML5/CSS3 version