Azure OpenAI API
Companies typically have a lot of data out there that could benefit from some of the chat capabilities available in AI today. That’s what we’re going to look at in this article.
So, if you had a bunch of PDF manuals or Word docs or even HTML markdown files and others, what if you could chat against those so that your users could ask questions against those documents and not actually have to scroll through every page or do a manual search? Well, we can do that with Azure OpenAI API and bring your own data, and that’s what we’re going to look at here. Now to get started, I’m going to walk you through how to set up the Azure OpenAI resource. In this article, I’m going to go through it super quick.
Azure OpenAI API Step by Step Process
Step-1 type OpenAI on Azure Search Console.
Step-2 Click on Azure Open AI
Step-3 Click on Create Resource
Step-4 Fill all the details like ( Subscription, Resource Group, Region, Name, Pricing Tier ) Once done click on review and Create.
Now it’s time to create Azure OpenAI API Model Deployments . Click on Model deployments.
Step-1 Select a model Like ( gpt-35-turbo, gpt-35-turbo-16k, text-embedding-ada-002)
Step-2 enable Semantic Search into your resource group.
Step-3 Click on chat.
Step-4 Here is the results.
How to add data Source for Azure OpenAI API
Step-1 Select Data Source like ( Azure Congnitive Search, Azure Blob Storage, Upload File ). Best chose company directory where you have files and folder’s. But in my case i am going to upload documents so that chatbot can refer my documensts and give search result’s from my documents !
Step-3 After uploading the documents and files. Choose Data Management ( Sematic ) is prefered.
Step-4 Finally it’s done !
Azure OpenAI API has become an indispensable asset in connecting AI technology to business applications.
With its ease of integration and access to advanced language models, stringent security standards, efficiency, and ability to scale make Azure OpenAI API an invaluable resource for both developers and companies eager to embrace AI revolution.
Companies using the Azure OpenAI API not only boost operations while fuelling innovation; creating more intelligent and efficient business environments in turn.