Azure-Samples

Microsoft Azure code samples and examples in .NET, Java, Python, JavaScript, TypeScript, PHP and Ruby
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Public repos: 2718Public gists: 0

netaivideoanalyzer

This repository contains a series of samples on how to analyse a video using multimodal Large Language Models, like GPT-4o or GPT-4o-mini.
star: 4fork: 1
language: C#
created at: 2024-11-05
updated at: 2024-11-08

aoai-realtime-audio-sdk

Azure OpenAI code resources for using gpt-4o-realtime capabilities.
star: 616fork: 99
language: TypeScript
created at: 2024-10-01
updated at: 2024-11-06

aisearch-openai-rag-audio

A simple example implementation of the VoiceRAG pattern to power interactive voice generative AI experiences using RAG with Azure AI Search and Azure OpenAI's gpt-4o-realtime-preview model.
star: 243fork: 127
language: Python
created at: 2024-09-19
updated at: 2024-11-07

agent-openai-java-banking-assistant

multi-agents banking assistant with Java and Semantic Kernel
star: 27fork: 12
language: Java
created at: 2024-09-11
updated at: 2024-11-05

raft-distillation-recipe

A recipe that will walk you through using either Meta Llama 3.1 405B or GPT-4o deployed on Azure AI to generate a synthetic dataset using UC Berkeley's Gorilla project RAFT method.
star: 32fork: 7
language: Jupyter Notebook
created at: 2024-08-07
updated at: 2024-11-07

openai-chat-vision-quickstart

A demonstration of chatting with uploaded images using OpenAI vision models like gpt-4o.
star: 26fork: 13
language: Jupyter Notebook
created at: 2024-08-01
updated at: 2024-11-07

ARGUS

Automated Retrieval and GPT Understanding System by utilizing Azure Document Intelligence in combination with GPT models.
star: 47fork: 27
language: Jupyter Notebook
created at: 2024-06-20
updated at: 2024-11-07

llama-index-python

This sample shows how to quickly get started with LlamaIndex.ai on Azure🚀
star: 46fork: 31
language: Python
created at: 2024-06-13
updated at: 2024-10-29

llama-index-javascript

This sample shows how to quickly get started with LlamaIndex.ai on Azure 🚀
star: 29fork: 13
language: Bicep
created at: 2024-06-07
updated at: 2024-11-06

rag-as-a-service-with-vision

This repository offers a Python framework for a retrieval-augmented generation (RAG) pipeline using text and images from MHTML documents, leveraging Azure AI and OpenAI services. It includes ingestion and enrichment flows, a RAG with Vision pipeline, and evaluation tools.
star: 11fork: 2
language: Python
created at: 2024-03-05
updated at: 2024-11-07

azure-openai-gpt-4-vision-pdf-extraction-sample

This sample demonstrates how to use GPT-4o with Vision to extract structured JSON data from PDF documents, such as invoices, using the Azure OpenAI Service.
star: 53fork: 16
language: Jupyter Notebook
created at: 2024-02-13
updated at: 2024-10-27

serverless-chat-langchainjs

Build your own serverless AI Chat with Retrieval-Augmented-Generation using LangChain.js, TypeScript and Azure
star: 738fork: 375
language: Bicep
created at: 2024-02-06
updated at: 2024-11-03

contoso-chat

This sample has the full End2End process of creating RAG application with Prompty 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.
star: 461fork: 2.9K
language: Jupyter Notebook
created at: 2023-11-29
updated at: 2024-11-07

azure-openai-rag-workshop

Create your own ChatGPT with Retrieval-Augmented-Generation workshop
star: 96fork: 347
language: Bicep
created at: 2023-10-23
updated at: 2024-11-07

miyagi

Sample to envision intelligent apps with Microsoft's Copilot stack for AI-infused product experiences.
star: 726fork: 237
language: Jupyter Notebook
created at: 2023-02-16
updated at: 2024-11-07

contoso-real-estate

Intelligent enterprise-grade reference architecture for JavaScript, featuring OpenAI integration, Azure Developer CLI template and Playwright tests.
star: 892fork: 532
language: JavaScript
created at: 2022-09-06
updated at: 2024-11-06