LLM training code for Databricks foundation models

This sample has the full End2End process of creating RAG application with Prompty and Azure AI Foundry. It includes GPT-4 LLM application code, evaluations, deployment automation with AZD CLI, GitHub actions for evaluation and deployment and intent mapping for multiple LLM task mapping.

Generate invariants for Foundry projects with LLM

Data-driven exploit generation for Ethereum smart contracts using LLMs and Foundry

Build, test, and ship omnichannel voice agents on Azure—ACS telephony, custom STT→LLM→TTS pipeline, Voice Live API (voice-to-voice), and Foundry Agents.

LLM plugin for Azure AI Foundry with Entra ID authentication

This repository contains multiple examples of applications that can be deployed on Tanzu Platform for Cloud Foundry, demonstrating the use of GenAI tile's LLM capabilities.

Developing foundation models for low-resource languages.

This provides sample codes that uses Microsoft.Extensions.AI for locally running LLMs through Docker Model Runner, Foundry Local, Hugging Face and Ollama

Built an end-to-end Generative AI app by fine-tuning an LLM with Azure AI Foundry and integrating it into a React web interface. Set up automated CI/CD using AWS CodePipeline and deployed on S3 for scalable delivery. Focused on production-ready AI workflows combining GenAI, cloud infrastructure, and DevOps practices

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Elenco di skills per LLM (claude) create dal team di Search Foundry

A large language model (LLM) trained on the foundry-rs documentation using langchain & other tools

A simple C# console application that leverages the Foundry Local SDK & Semantic Kernel in order to interact with LLM's on your local machine.

LLM Plugin for Azure AI Foundry

A hands-on, Back-to-the-Future-inspired workshop teaching AI, ML, and intelligent agents using local Ollama and Python. Participants leverage LLMS, train predictive sports models, create smart betting agents with Azure AI Foundry | Predict the future !

Technical demo for fine-tuning the LLM using Microsoft Foundry's no-code Azure AI portal to create a specialized SAP S/4HANA Finance Agent that improves accuracy and domain relevance for SAP FI/CO queries through Low-Rank Adaptation (LoRA)

Generate invariants for Foundry projects with LLM

AIFoundryDemo is a demo application for monitoring AI projects using Azure AI Foundry. This project demonstrates how to create, trace, evaluate and custom LLM application in Azure AI Foundry Project

Python framework to run the ADeLe benchmark at scale against models deployed in Azure AI Foundry, and to evaluate outputs using multiple LLM judges.

Hybrid AI orchestration stack combining local LLMs (Ollama), vector search (Qdrant), and Azure AI Foundry for scalable RAG, Agentic AI, and Vision. Built with .NET 8 and Python.

The Dockerfile Generator App is a hands-on project showcasing how Large Language Models (LLMs) can accelerate DevOps workflows. This app automatically generates optimized Dockerfiles from your application code using Azure AI Foundry’s OpenAI service.

This adds LLM integration into foundry-VTT

This Python application provides AI-powered language translation with text-to-speech support. It uses a locally hosted LLM via Foundry, auto-detects input language, and delivers clean translations through a Gradio interface. The app also converts translated text to audio using gTTS, enhancing accessibility and multilingual communication.

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build scripts for llm-foundry

Use Microsoft Foundry Agents with External LLMs via the Model Gateway.

Agentic Framework - Hybrid LLM (Ollama + Azure AI Foundry) with privacy pipeline