Hosam Kamel's starred repositories
semantic-kernel
Integrate cutting-edge LLM technology quickly and easily into your apps
Awesome-LLMOps
An awesome & curated list of best LLMOps tools for developers
GPT-RAG
Sharing the learning along the way we been gathering to enable Azure OpenAI at enterprise scale in a secure manner. GPT-RAG core is a Retrieval-Augmented Generation pattern running in Azure, using Azure Cognitive Search for retrieval and Azure OpenAI large language models to power ChatGPT-style and Q&A experiences.
azure-cost-cli
CLI tool to perform cost analysis on your Azure subscription
azure-open-ai-embeddings-qna
A simple web application for a OpenAI-enabled document search. This repo uses Azure OpenAI Service for creating embeddings vectors from documents. For answering the question of a user, it retrieves the most relevant document and then uses GPT-3, GPT-3.5 or GPT-4 to extract the matching answer for the question.
azure-openai-samples
Azure OpenAI Samples is a collection of code samples illustrating how to use Azure Open AI in creating AI solution for various use cases across industries. This repository is mained by a community of volunters. We welcomed your contributions.
AI-in-a-Box
AI-in-a-Box leverages the expertise of Microsoft across the globe to develop and provide AI and ML solutions to the technical community. Our intent is to present a curated collection of solution accelerators that can help engineers establish their AI/ML environments and solutions rapidly and with minimal friction.
openai-samples
Samples for working with Azure OpenAI Service
Azure-Cognitive-Search-Azure-OpenAI-Accelerator
Virtual Assistant - GPT Smart Search Engine - Bot Framework + Azure OpenAI + Azure AI Search + Azure SQL + Bing API + Azure Document Intelligence + LangChain + CosmosDB
appservice-landing-zone-accelerator
The Azure App Service landing zone accelerator is an open-source collection of architectural guidance and reference implementation to accelerate deployment of Azure App Service at scale.
cosmos-db-design-patterns
A collection of design pattern samples for building applications and services with Azure Cosmos DB for NoSQL.
Build-Modern-AI-Apps
Microsoft Official Build Modern AI Apps reference solutions and content. Demonstrate how to build Copilot applications that incorporate Hero Azure Services including Azure OpenAI Service, Azure Container Apps (or AKS) and Azure Cosmos DB for NoSQL with Vector Search.
contosotraders-cloudtesting
The Contoso Traders app is a sample application showcasing Playwright, Azure Load Testing, Azure Chaos Studio.
intelligent-app-workshop
Immersive workshop showcasing the remarkable potential of integrating SoTA foundation models to enhance product experiences and streamline backend workflows. Leverages Microsoft's Copilot stack, Semantic Kernel and Azure primitives to offer an engaging and comprehensive introduction to AI-infused app development and deployment
azure-openai-benchmark
Azure OpenAI benchmarking tool
openai-at-scale
Simple ChatGPT UI application
Knowledge-Mining-with-OpenAI
accelerate the deployment of a Python-based Knowledge Mining solution with OpenAI and use that engine to answer queries / questions specific to that Knowledge Base.
ai-solution-accelerators-list
This is a list of the Azure AI Solution Accelerators available to demonstrate and simply deployment of Azure AI
sovereign-landing-zone
This Sovereign Landing Zone (SLZ) provides opinionated infrastructure-as-code automation for deploying workloads that help you meet regulatory compliance requirements for government agencies around the world.
windup-rulesets
Windup rules and rulesets contributed by community.
azure-functions-flex-consumption-samples
Samples for Azure Functions Flex Consumption
api-center
Provide feedback, request features, and report issues for Azure API Center.
fsi-experiences
Microsoft cloud for FSI experiences solutions
copilot-nodejs-poc
Demo project for running a Proof of Concept for Copilot viability
appcat-rulesets
Repository for maintaining Rulesets for Windup