Awesome Azure AI Apps

Welcome to the "Awesome Azure AI Apps" repository! This is a collection of apps powered by Azure AI platform. Azure AI Apps Directory

Apps

• Grant Writer - It leverages Azure Open AI Service, Azure AI Search and Microsoft Fabric, to identify relevant documents, summarize and categorize vast amounts of unstructured information, and accelerate the overall document review and content generation process.

• GPT Azure Search Engine - Azure AI Search + Azure OpenAI + Bot Framework + Langchain + Azure SQL + CosmosDB + Bing Search API + Document Intelligence SDK.

• Chat with your data - Uses an Azure OpenAI GPT model and an Azure AI Search index generated from your data, which is integrated into a web application to provide a natural language interface, including speech-to-text functionality, for search queries.

• RAG Experiment Accelerator - tool that helps you conduct experiments and evaluations using Azure AI Search and RAG pattern.

• GPT RAG Accelerator - 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.

• sample app aoai chatGPT - Sample code for a simple web chat experience through Azure OpenAI, including Azure OpenAI On Your Data.

• Chat Copilot - help you understand how Semantic Kernel and AI can work in Web Applications.

• azurechat - Azure Chat Solution Accelerator powered by Azure Open AI Service.

• Azure Openai at scale - helps customers to build and deploy simple ChatGPT UI application on Azure.

• BotFramework WebChat - A highly-customizable web-based client for Azure Bot Services.

• ai chat protocol - A library + API spec for easily streaming generative AI output to your chat applications.

• Vision AI Solution Accelerator - a rich resource offering numerous examples of synthetic image generation, manipulation, and reasoning. Utilizing Azure Machine Learning, Computer Vision, OpenAI, and widely acclaimed open-source frameworks like Stable Diffusion.

• Business Process Automation Accelerator - This accelerator provides a no code Studio for users to quickly build complex, multi-stage AI pipelines across multiple Azure AI and ML Services. Users can select, and stack, AI/ML Services from across Azure Cognitive Services (OpenAI, Speech, Language, Form Recognizer, ReadAPI), Azure Machine Learning into a single, fully integrated pipeline.

• Enterprise Search 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.

• Natural Language Query - showcases the concept of a smart analytical agent designed to assist in answering business inquiries by executing advanced data analytics tasks on a business database. The agent is endowed with a learning capability; for problems it has never encountered before, it undergoes comprehensive reasoning steps including researching the database schema and interpreting the definitions of business metrics before proceeding to write code.

• Openai Batch Pipeline - Build an Open AI Pipeline to Ingest Batch Data, Perform Intelligent Operations, and Analyze in Synapse.

• Openai Custom Dataset - use Open AI as an intelligent agent to answer questions from end users or assist them using knowledge of a proprietary corpus and domain.

• AI Copilot with Azure Cosmos DB - design and implement a RAG Pattern solution that incorporates Azure Cosmos DB with Azure OpenAI Service along with other key Azure services, to build a Generative AI solution with an AI assistant user interface.

• Azure OpenAI ChatGPT-like App - ChatGPT-like app with your data using Azure OpenAI and Azure AI Search (Python).

• GraphRAG Accelerator - builds on top of the graphrag python package and exposes API endpoints hosted on Azure, which can be used to trigger indexing pipelines and enable querying of the graphrag knowledge graph.

• Virtual Assistant - GPT Smart Search Engine - Azure AI Search + Azure OpenAI + Bot Framework + Langchain + Azure SQL + CosmosDB + Bing Search API + Document Intelligence SDK.

• Tiger Analytics - Azure OpenAI Hackathon - contains information (data, instructions for the workshop, and reference material) related to Setting RAG solutioning using Azure AI services conducted by Microsoft and Tiger Analytics.

References

• Azure AI Hub - curated list of the official Microsoft SDKs, Samples and other guidance around Azure OpenAI and other Cognitive Services.
• Azure OpenAI Samples - Azure OpenAI samples repo
• AI Solution Accelerators - Summary Table of AI Solution Accelerators
• MSUS Azure Accelerators - Azure accelerators repo
• OpenAI Workshop - workshop materials to build intelligent solutions on Open AI
• BotBuilder Samples - Here you will find task-focused samples in C#, JavaScript/TypeScript, and Python to help you get started with the Bot Framework SDK!