Azure OpenAI Demos Save Abandoned
Azure Open AI (demos, documentation, accelerators).
Azure Open AI demos
If you still does not have Azure Open AI access, apply now : https://aka.ms/oai/access
Azure Open AI Studio
https://oai.azure.com/portal
New content (12-Oct-2023)
🔥 New! GPT35 Turbo Instruct model with Azure Open AI:
https://github.com/retkowsky/Azure-OpenAI-demos/blob/main/GPT35-Instruct/gpt-35-turbo-instruct.ipynb
🔥 New! Writer assistant:
https://github.com/retkowsky/Azure-OpenAI-demos/blob/main/Writer%20assistant/Writer%20assistant.ipynb
🔥 New! Data generation with Azure Open AI:
https://github.com/retkowsky/Azure-OpenAI-demos/blob/main/Data%20generation/Data%20generation.ipynb
🔥 New! Text to emojis and Emojis to text:
https://github.com/retkowsky/Azure-OpenAI-demos/blob/main/Emoji%20translation/Emoji%20translation.ipynb
🔥 New! Twitter analysis:
https://github.com/retkowsky/Azure-OpenAI-demos/blob/main/Tweeter%20analysis/Tweeter%20analysis.ipynb
🔥 New! PII analysis:
https://github.com/retkowsky/Azure-OpenAI-demos/blob/main/PII%20analysis/PII%20analysis.ipynb
🔥 New! Grammar analysis:
https://github.com/retkowsky/Azure-OpenAI-demos/blob/main/Grammar%20checking/Grammar.ipynb
🔥 New! Heath report analysis:
https://github.com/retkowsky/Azure-OpenAI-demos/blob/main/Health%20report%20analysis/Health%20report%20analysis.ipynb
🔥 New! Web article analysis:
https://github.com/retkowsky/Azure-OpenAI-demos/blob/main/Web%20article%20generation/Web%20article%20analysis.ipynb
🔥 New! Entity analysis:
https://github.com/retkowsky/Azure-OpenAI-demos/blob/main/Entity%20analysis/Entity%20analysis.ipynb
🔥 New! Docstring generation for python code:
https://github.com/retkowsky/Azure-OpenAI-demos/blob/main/Python%20docstring%20generation/Python%20DocString%20generation.ipynb
🔥 New! CSV dataset analysis:
https://github.com/retkowsky/Azure-OpenAI-demos/blob/main/CSV%20data%20analysis/CSV%20data%20analysis.ipynb
🔥 New! GPT4 with Azure Open AI:
https://github.com/retkowsky/Azure-OpenAI-demos/blob/main/GPT4/Azure%20Open%20AI%20GPT4.ipynb
New content (21-Sept-2023)
:fire: New! Azure Safety Content for text and images:
How to use Azure Safety Content for moderation on text and images
Go to demo folder
:fire: New! Chunks management:
Some utilities to manage chunks
Go to demo folder
:fire: New! Image to image using Bing Services, Azure Computer Vision and Dalle 2 from Azure Open AI:
How to use Bing services to search images from a prompt, to generate a new image using Dalle 2 from Azure Open AI from a prompt generated by Azure Computer Vision
Go to demo folder
:fire: New! Insurance accident report analysis:
An example of an insurance accident report analysis
Go to demo folder
:fire: 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
:fire: New! PNR analysis:
An example of a PNR analysis with Azure Open AI
Go to demo folder
:fire: New! Project management:
An example of a project management use-case.
Go to demo folder
:fire: New! SAS language analysis:
How to analyse SAS language to generate insights and to convert it into others languages.
Go to demo folder
:fire: New! Azure Open AI Whisper for Speech to Text and analysis:
Use of Azure Open AI Whisper new integration for speech to text and analysis with Azure Open AI.
Go to demo folder
:fire: New! Document translation with Azure Open AI:
Document translation using Azure Open AI
Go to demo folder
:fire: New! YouTube video analysis with Azure Open AI:
YouTube video processing to generate insights using Azure Open AI
Go to demo folder
Azure Open AI demos
- Azure Open AI basics:
Some basic Azure Open AI demos to understand and discover Azure Open AI
Go to demo folder
- Azure Open AI quick demos:
Some demos for a quick Azure Open AI 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 Open AI and Azure Cognitive Search and its vector store
Go to demo folder
- Python code analysis with Langchain, Azure Open AI and Azure Cognitive Search:
A demo about Python notebooks analysis with Azure Open AI and Azure Cognitive Search and its vector store
Go to demo folder
- PDF documents analysis with Langchain, Azure Open AI and Azure Cognitive Search:
A demo about analysing PDF documents with Langchain, Azure Open AI 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 Open AI and Dall e 2
Go to demo folder
- Python function integration:
How to integrate python functions with Azure Open AI
Go to demo folder
- Video Indexer transcripts analysis with Azure Open AI and Azure Cognitive Search:
How to analyse Azure Video Indexer transcripts with Azure Open AI
Go to demo folder
- Email response generation:
How to generate automatic email response with Azure Open AI
Got to demo folder
- Wikification:
How to do wikification with Azure Open AI
Got to demo folder
- Resume analysis:
How to do resume analysis with Azure Open AI
Got to demo folder
- Text Analytics with Azure Open AI:
How to do sentiment analysis or text analytics with Azure Open AI
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 Open AI
Go to demo folder
- Code optimization and conversion:
How to optimize and convert some code with Azure Open AI
Go to demo folder
- PowerPoint generation:
How to generate PowerPoint presentation with Azure Open AI
Go to demo folder
- FHIR analysis:
How to analyse FHIR data (Fast Healthcare Interoperability Resources) with Azure Open AI
Go to demo folder
- Utilities:
Some Azure Open AI 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 Open AI and Azure Speech services for Speech to Text and Text to Speech
Go to demo folder
Usecases
- Movies recommendation system using Azure Open AI and Azure Cognitive Search:
Go to demo folder
Some screenshots from the movies recommendation app using Azure Open AI:
Some screenshots from the movies recommendation app using Azure Open AI and Azure Cognitive Search:
Azure Open AI links
Azure Open AI:
https://azure.microsoft.com/en-us/products/ai-services/openai-service-b
Documentation:
https://learn.microsoft.com/en-us/azure/ai-services/openai/
Azure Open AI Studio:
https://oai.azure.com/portal
What's new in Azure Open AI?
https://learn.microsoft.com/en-us/azure/ai-services/openai/whats-new
Azure Open AI accelerators
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 Open AI 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
Responsible AI
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
Some additional Azure Open AI ressources
Learn Azure Open AI
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
Azure OpenAI Landing Zone reference architecture
Azure Open AI demos videos
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
Azure Open AI pricing
https://azure.microsoft.com/en-us/pricing/details/cognitive-services/openai-service/
Azure Open AI
If you still does not have Azure Open AI access, apply now : https://aka.ms/oai/access
Author
05-Sept-2023
Updated 12-Oct-2023
Serge Retkowsky | [email protected] | https://www.linkedin.com/in/serger/
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