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Azure-Samples/azure-openai-entity-extraction
Entity extraction with Azure OpenAI structured outputs
azd init -t azure-openai-entity-extraction
Use the Azure Developer CLI (azd) to deploy this template. Learn more about azd open
About this templatePerform entity extraction on text, PDFs, images, and webpages using Azure OpenAI structured outputs and the Python openai package.
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This template is a building block.Building blocks are not a full application sample, but a component or partial application, meant to be used together with other building blocks.
Learn more about Building blocks. open
Prerequisites
checkMarkSign up for an Azure account.
checkMarkRequest access to Azure OpenAI Service.
checkMarkHave the Azure permissions required to deploy.
checkMarkPython 3.9, 3.10, or 3.11
checkMarkAzure Developer CLI (azd)
Architecture
architecture diagram
Resources includedThis template deploys the following resources.
Resource
Description
Category
Azure OpenAI Service
Azure OpenAI ServiceAzure
Apply advanced coding and language models to a variety of use cases.AI + Machine Learning
Summary
PersonCreated by
Pamela Fox,Anthony Shaw
CalendarLast updated
CodeLanguages
Python
CubeModels
GPT-4 Omni
TagTags
Completions
Azure OpenAI Service
GPT-4 Omni
Calculator
Pricing calculatoropen
You're only charged when you deploy to Azure. You can try this template locally or in VS Code for the Web at no cost.