ezwiefel / azure-openai-workshop

Azure OpenAI Workshop

Welcome to the Azure OpenAI in a day workshop! In this workshop, you will learn how to use the Azure OpenAI service to create AI powered solutions. You will get hands-on experience with the latest AI technologies and will learn how to use Azure OpenAI API.

To setup this workhopp, we suggest you setup .env file where you store key informations for Azure services. For example:

OPENAI_API_KEY=xxxxxxxxxxxxxxxxxxxxxxxx
OPENAI_API_BASE=https://<your service name>.openai.azure.com/
OPENAI_API_TYPE=azure
OPENAI_API_VERSION=2022-12-01
DOCUMENT_MODEL_NAME=curie-search-doc
QUERY_MODEL_NAME=curie-query-doc
DEPLOYMENT_NAME=text-davinci-003
AZURE_FORM_RECOGNIZER_ENDPOINT=https://<service name>.cognitiveservices.azure.com/
AZURE_FORM_RECOGNIZER_KEY=xxxxxxxxxxxxxxxxxxxxxxxx
AZURE_BLOB_STORAGE_ACCOUNT_NAME=<your blob storage account name>
AZURE_BLOB_STORAGE_KEY=xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
AZURE_COGNITIVE_SEARCH_ENDPOINT=https://<service name>.search.windows.net
AZURE_COGNITIVE_SEARCH_KEY=xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
AZURE_COGNITIVE_SEARCH_INDEX_NAME=<index name>
AZURE_COGNITIVE_SEARCH_API_VERSION=2021-04-30-Preview
REDIS_HOST=localhost
REDIS_PORT=6379
REDIS_USERNAME=test
REDIS_PASSWORD=
REDIS_SSL=False
BING_SEARCH_URL=https://api.bing.microsoft.com/v7.0/search
BING_SUBSCRIPTION_KEY=xxxxxxxxxxxxxxxxxxxxxxxx
AZURE_SQL_USERNAME=<user name@instance>
AZURE_SQL_PASSWORD=xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx

Other useful repositories

Call center solutions:

https://github.com/jakeatmsft/AzureOpenAIExamples/blob/main/Examples/Speech/Conversation_SSML%20OpenAI.ipynb https://github.com/amulchapla/AI-Powered-Call-Center-Intelligence

Income Statement Analysis:

https://github.com/jakeatmsft/AzureOpenAIExamples/blob/main/Examples/FormRecognizer/Balance_sheet_analysis.ipynb

Business Process Automation:

https://github.com/Azure/business-process-automation