https://oai.azure.com/portal
🔥New! Structured outputs with GPT-4o
The GPT-4o-2024-08-06 model is designed to perform a wide range of tasks with minimal cost and latency, making it perfect for applications that require fast, real-time text responses. With the introduction of JSON Structured Outputs, it delivers 100% reliability in evaluations, ensuring outputs perfectly match the defined output schemas. This innovation enhances the efficiency and accuracy of AI-powered applications across diverse use cases.
Go to notebook
🔥New! RAG with Azure Document Intelligence and Azure OpenAI gpt-4o mini (Document analysis).
Demo 1
Demo 2
🔥New! Images analysis with Azure Document Intelligence and Azure OpenAI gpt-4o mini
This notebook provides an example of how to use Azure AI Document Intelligence to output detected figures and the hierarchical document structure in markdown.
Demo
🔥New! Semantic chunking
Semantic Chunking considers the relationships within the text. It divides the text into meaningful, semantically complete chunks. This approach ensures the information’s integrity during retrieval, leading to a more accurate and contextually appropriate outcome.
Demo
🔥New! Azure OpenAI Batch
The Azure OpenAI Batch API is designed to handle large-scale and high-volume processing tasks efficiently. Process asynchronous groups of requests with separate quota, with 24-hour target turnaround, at 50% less cost than global standard. With batch processing, rather than send one request at a time you send a large number of requests in a single file. Global batch requests have a separate enqueued token quota avoiding any disruption of your online workloads.
Demo
🔥New! Neo4j and Azure OpenAI
Go to notebooks
🔥New! Azure OpenAI model benchmarks
Go to notebook
🔥New! Autogen demos
Go to demo folder
🔥New! GPT-4o Python SDK demo
Go to demo
🔥New! Phi-3 Vision demo
Go to demo
🔥New! GPT-4o
Go to document
🔥New! Image comparisons:
Go to demo
🔥New! Build your car damage copilot:
Go to demo
🔥New! Chat with your own videos:
Go to demo
🔥New! Video to checklist generation:
Go to demo
🔥New! Video dubbing (football example):
Go to demo
➡️ PowerPoint presentation of Azure OpenAI GPT-4 Turbo vision capabilities:
Go to document
📹 Demos videos are available here:
Go to demos videos on YouTube
🔥New! Generic Azure OpenAI GPT-4 Turbo with Vision demos:
Go to demo
🔥New! Build your images copilot retail description products demo using Azure OpenAI GPT-4 Turbo with Vision:
Go to demo
🔥New! Build your images copilot for plants using Azure OpenAI GPT-4 Turbo with Vision:
Go to demo
🔥New! Car report copilot for Insurance industry using Azure OpenAI GPT-4 Turbo with Vision and Azure AI enhancements:
Go to demo
🔥New! Automatic images extraction and analysis from a PDF file using Azure OpenAI GPT-4 Turbo with Vision:
Go to demo
🔥 New! Agenda content generation:
Go to demo
🔥 New! Autogen for stock prices analysis to get stock prices time series, financial analysis and Python visualization:
Go to demo
🔥 New! RAG application usecase (French legal usecase):
Go to demo
🔥 New! Embeddings visualization with Atlas:
Go to demo
🔥 New! Emails summarization:
Go to demo
🔥 New! Image storytelling using Azure Computer Vision and Azure OpenAI:
Go to demo
🔥 New! Interviews questions generation:
Go to demo
🔥 New! Time zone detection:
Go to demo
🔥 New! YouTube speech transcription and summarization with Azure OpenAI whisper:
Go to demo
🔥 New! Automatic data visualisation with LLM:
Go to demo
🔥 New! Semantic kernel demo:
Go to demo
🔥 New! Fine tuning with Azure OpenAI:
Go to demo
🔥 New! Time series analysis and forecasting with Azure OpenAI:
Go to demo
🔥 New! Webscraping analysis documents with Azure OpenAI:
Go to demo
🔥 New! Airport code identification:
Go to demo
🔥 New! GPT35 Turbo Instruct model with Azure OpenAI:
Go to demo
🔥 New! Writer assistant:
Go to demo
🔥 New! Data generation with Azure OpenAI:
Go to demo
🔥 New! Text to emojis and Emojis to text:
Go to demo
🔥 New! Twitter analysis:
Go to demo
🔥 New! PII analysis:
Go to demo
🔥 New! Grammar analysis:
Go to demo
🔥 New! Heath report analysis:
Go to demo
🔥 New! Web article analysis:
Go to demo
🔥 New! Entity analysis:
Go to demo
🔥 New! Docstring generation for python code:
Go to demo
🔥 New! CSV dataset analysis:
Go to demo
🔥 New! GPT4 with Azure OpenAI:
Go to demo
🔥 New! Azure Safety Content for text and images:
How to use Azure Safety Content for moderation on text and images
Go to demo folder
🔥 New! Chunks management:
Some utilities to manage chunks
Go to demo folder
🔥 New! Image to image using Bing Services, Azure Computer Vision and Dalle 2 from Azure OpenAI:
How to use Bing services to search images from a prompt, to generate a new image using Dalle 2 from Azure OpenAI from a prompt generated by Azure Computer Vision
Go to demo folder
🔥 New! Insurance accident report analysis:
An example of an insurance accident report analysis
Go to demo folder
🔥 New! PDF images extraction and analysis:
How to extract images from a PDF file and to get insights using Azure Computer Vision. These insights can be integrated then into Azure Cognitive Search
Go to demo folder
🔥 New! PNR analysis:
An example of a PNR analysis with Azure OpenAI
Go to demo folder
🔥 New! Project management:
An example of a project management use-case.
Go to demo folder
🔥 New! SAS language analysis:
How to analyse SAS language to generate insights and to convert it into others languages.
Go to demo folder
🔥 New! Azure OpenAI Whisper for Speech to Text and analysis:
Use of Azure OpenAI Whisper new integration for speech to text and analysis with Azure OpenAI.
Go to demo folder
🔥 New! Document translation with Azure OpenAI:
Document translation using Azure OpenAI
Go to demo folder
🔥 New! YouTube video analysis with Azure OpenAI:
YouTube video processing to generate insights using Azure OpenAI
Go to demo folder
- Azure OpenAI basics:
Some basic Azure OpenAI demos to understand and discover Azure OpenAI
Go to demo folder
- Azure OpenAI quick demos:
Some demos for a quick Azure OpenAI workshop
Go to demo folder
- Vectors embeddings for text, images and audio files:
Presentation of vectors embeddings for text, images and audio files. A quick demo to understand the embedding process.
Go to demo folder
- Embeddings with Pandas:
Demo about embeddings using some pandas dataframe
Go to demo folder
- Azure Computer Vision and Langchain:
Use of Azure Computer Vision and Langchain
Go to demo folder
- Azure Cognitive Search Vector Search JSON document analysis with Azure OpenAI:
A demo about JSON document analysis with Azure OpenAI and Azure Cognitive Search and its vector store
Go to demo folder
- Python code analysis with Langchain, Azure OpenAI and Azure Cognitive Search:
A demo about Python notebooks analysis with Azure OpenAI and Azure Cognitive Search and its vector store
Go to demo folder
- PDF documents analysis with Langchain, Azure OpenAI and Azure Cognitive Search:
A demo about analysing PDF documents with Langchain, Azure OpenAI and Azure Cognitive Search and its vector store
Go to demo folder
- Llama:
Simple introduciton to LLAMA
Go to demo folder
- Dall-e 2 images generation:
How to generae artificial images with Azure OpenAI and Dall e 2
Go to demo folder
- Python function integration:
How to integrate python functions with Azure OpenAI
Go to demo folder
- Video Indexer transcripts analysis with Azure OpenAI and Azure Cognitive Search:
How to analyse Azure Video Indexer transcripts with Azure OpenAI
Go to demo folder
- Email response generation:
How to generate automatic email response with Azure OpenAI
Got to demo folder
- Wikification:
How to do wikification with Azure OpenAI
Got to demo folder
- Resume analysis:
How to do resume analysis with Azure OpenAI
Got to demo folder
- Text Analytics with Azure OpenAI:
How to do sentiment analysis or text analytics with Azure OpenAI
Go to demo folder
- How to call a deployed Prompt Flow model?
Python code to call a prompt flow deployed model.
Go to demo folder
- From text to emojis:
How to categorize a text with some emojis with Azure OpenAI
Go to demo folder
- Code optimization and conversion:
How to optimize and convert some code with Azure OpenAI
Go to demo folder
- PowerPoint generation:
How to generate PowerPoint presentation with Azure OpenAI
Go to demo folder
- FHIR analysis:
How to analyse FHIR data (Fast Healthcare Interoperability Resources) with Azure OpenAI
Go to demo folder
- Utilities:
Some Azure OpenAI utilities
Go to demo folder
- Analyse audio meeting notes with Azure OpenAI and Azure Speech Services:
How to analyse an audio recording meeting notes with Azure OpenAI and Azure Speech services for Speech to Text and Text to Speech
Go to demo folder
- Movies recommendation system using Azure OpenAI and Azure Cognitive Search:
Go to demo folder
Some screenshots from the movies recommendation app using Azure OpenAI:
Some screenshots from the movies recommendation app using Azure OpenAI and Azure Cognitive Search:
Azure OpenAI:
https://azure.microsoft.com/en-us/products/ai-services/openai-service-b
Documentation:
https://learn.microsoft.com/en-us/azure/ai-services/openai/
Azure OpenAI Studio:
https://oai.azure.com/portal
What's new in Azure OpenAI?
https://learn.microsoft.com/en-us/azure/ai-services/openai/whats-new
Azure OpenAI Workshops
https://github.com/Azure/azure-openai-workshop
https://github.com/microsoft/OpenAIWorkshop
https://github.com/csiebler/openai-in-a-day
Azure Search OpenAI solution accelerator
https://github.com/Azure-Samples/azure-search-openai-solution-accelerator
Azure Cognitive Search Azure OpenAI Accelerator
https://github.com/MSUSAzureAccelerators/Azure-Cognitive-Search-Azure-OpenAI-Accelerator
Azure Cognitive Search async Azure OpenAI
https://github.com/ruoccofabrizio/azure-cognitive-search-async-azure-open-ai
https://github.com/MSUSAzureAccelerators/Azure-Cognitive-Search-Azure-OpenAI-Accelerator/tree/main
Overview of Responsible AI practices for Azure OpenAI models
https://learn.microsoft.com/en-us/legal/cognitive-services/openai/overview
Data, privacy, security
https://learn.microsoft.com/en-us/legal/cognitive-services/openai/data-privacy
Content filtering
https://learn.microsoft.com/en-us/azure/ai-services/openai/concepts/content-filter
Learn Azure OpenAI
https://learn.microsoft.com/en-us/training/modules/explore-azure-openai/
Azure OpenAI Service models
https://learn.microsoft.com/en-GB/azure/cognitive-services/openai/concepts/models
Azure OpenAI Service Frequently Asked Questions
https://learn.microsoft.com/en-gb/azure/cognitive-services/openai/faq
Transparency Note for Azure OpenAI Service
https://learn.microsoft.com/en-us/legal/cognitive-services/openai/transparency-note?context=%2Fazure%2Fcognitive-services%2Fopenai%2Fcontext%2Fcontext&tabs=text
OpenAI Cookbook
https://github.com/openai/openai-cookbook
ChatGPT + Enterprise data with Azure OpenAI and Cognitive Search
https://github.com/Azure-Samples/azure-search-openai-demo/
Azure OpenAI samples
https://github.com/Azure/openai-samples
Azure OpenAI Embeddings QnA
https://github.com/ruoccofabrizio/azure-open-ai-embeddings-qna
Learn how to customize a model for your application
https://learn.microsoft.com/en-GB/azure/cognitive-services/openai/how-to/fine-tuning?pivots=programming-language-python
Llm based virtual assistant demo
https://github.com/csiebler/llm-based-virtual-assistant-demo
Customer Service Conversational Insights with Azure OpenAI
https://github.com/microsoft/Customer-Service-Conversational-Insights-with-Azure-OpenAI-Services
Azure OpenAI Embeddings QnA
https://github.com/fvneerden/azure-open-ai-embeddings-qna
Azure OpenAI Embeddings QnA from Azure Video Indexer transcripts
https://github.com/fvneerden/azure-open-ai-embeddings-qna/tree/videosolacc
Microsoft AI Show demos videos:
https://learn.microsoft.com/en-us/shows/ai-show/?expanded=azure&products=azure-openai
YouTube demos videos:
https://www.youtube.com/results?search_query=azure+open+ai
https://azure.microsoft.com/en-us/pricing/details/cognitive-services/openai-service/
If you still does not have Azure OpenAI access, apply now : https://aka.ms/oai/access
Date of creation: 05-Sept-2023
Updated: 09-Sept-2024
Serge Retkowsky | [email protected] | https://www.linkedin.com/in/serger/
