Azure OpenAI demos

Azure OpenAI Studio

https://oai.azure.com/portal

New content (09-Sept-2024)

🔥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 content (17-July-2024)

🔥New! Neo4j and Azure OpenAI Go to notebooks

New content (18-June-2024)

🔥New! Azure OpenAI model benchmarks Go to notebook

New content (04-June-2024)

🔥New! Autogen demos Go to demo folder

New content (23-May-2024)

🔥New! GPT-4o Python SDK demo Go to demo
🔥New! Phi-3 Vision demo Go to demo

New content (15-May-2024)

🔥New! GPT-4o Go to document

New content (06-March-2024)

🔥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 content (10-Jan-2024)

🔥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 content (09-Nov-2023)

🔥 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 content (23-Oct-2023)

🔥 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 content (12-Oct-2023)

🔥 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 content (21-Sept-2023)

🔥 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 demos

- 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