Train Your Own Enterprise Data with Azure OpenAI Service and ChatGPT
Learn how to train your own enterprise data with Azure OpenAI service and ChatGPT using custom data formats. Create a user-friendly web application and interact with the model using the API.
00:00:00 Learn how to train custom data with Azure OpenAI service and connect it to a custom website. Create a resource group, open AI resource, and launch open AI Studio. Also, set up a storage account and cognitive search.
🔍 Azure OpenAI Service allows training custom Enterprise data and deploying it to a website.
💻 Creating a Resource Group and Azure Open AI resource is the first step.
🌐 Accessing and launching the Open AI Studio is essential for utilizing the Azure OpenAI Service.
00:03:09 Learn how to train your own enterprise data with Azure OpenAI service and ChatGPT. Use Azure blob storage to upload files for training.
🔑 Create an Azure OpenAI resource and deploy the GPT 3.5 Turbo model.
💡 Add data sources, such as Azure blob storage, to train the model with custom data.
📚 Upload files, like Word documents, to the storage account in Blob container for training.
00:06:20 Learn how to train your own enterprise data with Azure OpenAI Service using custom data formats like PDF, Word, and TXT.
📦 Uploading a file to a container and waiting for cognitive search to finish.
🔍 Selecting blob storage and cognitive search results in Open AI Studio.
🌐 Configuring authentication for a web application and deploying it.
00:09:30 Train your own enterprise data with Azure OpenAI Service. ChatGPT with Custom Data - PDF, Word, TXT. Explore best practices for everyday cybersecurity, including strong passwords, multi-factor authentication, and data encryption.
The video demonstrates how to train your own enterprise data with Azure OpenAI Service for custom chat responses.
The process involves importing data to a storage account, creating an index blog, and generating vectors.
Best practices for cyber security, such as strong passwords and multi-factor authentication, are discussed.
00:12:51 Learn how to use Azure OpenAI Service to train your own enterprise data for a secure messaging app. Deploy this to a web application and customize system messages.
🔒 Encryption is the process of converting plain text into coded messages to protect sensitive information.
📁 File encryption can be used in secure messaging apps to ensure data privacy.
💻 Azure OpenAI Service allows you to train your own enterprise data and deploy it to a web application.
00:15:59 Train your enterprise data with Azure OpenAI Service and create a user-friendly web application. Learn how to interact with the model using the API.
📚 Azure OpenAI Service allows users to train their own enterprise data.
🌐 The web application created with Azure OpenAI Service has a basic user interface and allows API calls to interact with custom data.
💾 Azure OpenAI Service supports various file types for data upload, including text, markdown, HTML, Word, PowerPoint, and PDF.
00:19:09 Train your own enterprise data with Azure OpenAI Service. Learn about authentication, multi-tenancy, incremental data upload, and chat interface capabilities.
🔍 The video discusses how to train your own enterprise data with Azure OpenAI service.
👥 It explains how to enable or disable authentication on a web app and how to support multi-tenant applications.
🚀 The video also mentions the benefits of incremental live streaming for handling large data and showcases the chat interface with user state maintenance.
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