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ai-102

UD 102 course

ai-in-a-box

aistudio-copilot-sample

Sample quickstart repo for getting started building an enterprise chat copilot in Azure AI Studio

anything-llm

A full-stack application that turns any documents into an intelligent chatbot with a sleek UI and easier way to manage your workspaces.

aoai_samples

api-security

OWASP API Security Project

autogen

A programming framework for agentic AI. Discord: https://aka.ms/autogen-dc. Roadmap: https://aka.ms/autogen-roadmap

azure-ml-model-deployment

Deploying a trained Machine Learning model on Azure with Python.

azure-search-openai-demo

A sample app for the Retrieval-Augmented Generation pattern running in Azure, using Azure AI Search for retrieval and Azure OpenAI large language models to power ChatGPT-style and Q&A experiences.

azureai-assistant-tool

The Azure AI Assistant Tool is experimental Python application and middleware designed to simplify the development, experimentation, testing, and debugging of OpenAI assistants.

azureai-samples

Official community-driven Azure AI Examples

azureaiserviceslandingzone

Azure IA Services Landing Zone

chatgpt-for-cybersecurity-cookbook

Clint's Cyber security cookbook

cognitive-services-speech-sdk

Sample code for the Microsoft Cognitive Services Speech SDK

contoso-chat

This sample has the full End2End process of creating RAG application with Prompt Flow and AI Studio. It includes GPT 3.5 Turbo LLM application code, evaluations, deployment automation with AZD CLI, GitHub actions for evaluation and deployment and intent mapping for multiple LLM task mapping.

creds

Some usefull Scripts and Executables for Pentest & Forensics

generative-ai-for-beginners

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

graphrunner

A Post-exploitation Toolset for Interacting with the Microsoft Graph API

hunting-queries-detection-rules

KQL Queries. Defender For Endpoint and Azure Sentinel Hunting and Detection Queries in KQL. Out of the box KQL queries for: Advanced Hunting, Custom Detection, Analytics Rules & Hunting Rules.

microsoft-cloud-group-analyzer

For Microsoft Cloud admins who struggle to keep track of where Entra ID groups are used, Group Analyzer is an opensource script that provides instant insights in what services/policies/... a given group or user is scoped to.

microsoft-info

Repository hosting a list of Microsoft First party apps

mslearn-ai-services

Lab files for Azure AI Services modules

multi-agent-postgres-data-analytics

The way we interact with our data is changing.

phidata

Build AI Assistants with memory, knowledge and tools.

promptflow

Build high-quality LLM apps - from prototyping, testing to production deployment and monitoring.

pyrit

The Python Risk Identification Tool for generative AI (PyRIT) is an open access automation framework to empower security professionals and machine learning engineers to proactively find risks in their generative AI systems.

rag-semantic-kernel-mongodb-vcore

A sample for implementing retrieval augmented generation using Azure Open AI to generate embeddings, Azure Cosmos DB for MongoDB vCore to perform vector search, and semantic kernel.

semantic-kernel-docs

Semantic Kernel (SK) is a lightweight SDK enabling integration of AI Large Language Models (LLMs) with conventional programming languages.

skills-copilot-codespaces-vscode

skills-copilot-codespaces

taskweaver

A code-first agent framework for seamlessly planning and executing data analytics tasks.