AI + Machine Learning,Analytics,Azure AI,Azure Machine Learning,Azure OpenAI Service,Best practices,Management and Governance,Microsoft Purview,Thought leadership PublishedNovember 6, 2023• 7 min read Building for the future: The enterprise generative AI application lifecycle with Azure AIchevron_right ...
Learn best practices for designing, deploying, and maintaining efficient function code running in Azure.
This document provides an overview of the best practices of security for GenAI applications in Azure, focusing on Azure OpenAI but also describing security related to other LLMs that can be used inside of Azure. Azure OpenAI is a cloud-based service that allows users to acce...
OpenAI の GPT-3、GPT-3.5、GPT-4 モデルは、プロンプト ベースです。 プロンプト ベースのモデルでは、ユーザーはテキスト プロンプトを入力してモデルと対話し、モデルはテキスト入力候補でそれに応答します。 この入力候補は、入力テキストに対してモデルが続けたものです。
Introducing o1: OpenAI’s new reasoning model series for developers and enterprises on Azure By Steve Sweetman, Azure OpenAI Service Product Lead We are excited to add OpenAI’s newest models o1-preview and o1-mini to Azure OpenAI Service, Azure AI Studio, and GitHub Models. Announcements ...
Troubleshooting and best practices Migrate to OpenAI Python v1.x Migrate to OpenAI JavaScript v4.x Migrate to Azure OpenAI .NET v2.0 Models Networking and security Service management Tutorials Security & Governance Responsible AI Reference Resources ...
key = client.get_secret("openai-api-key") os.environ["OPENAI_API_KEY"] = key.value Overall Best practices: To ensure the security and confidentiality of your Azure OpenAI keys, here are some best practices to follow: Never hardcode keys in your code or store...
Deployment for Azure OpenAI-based chat solutions like this architecture should follow the guidance inGenAIOps with prompt flow with Azure DevOpsandwith GitHub. Additionally, it must consider best practices for continuous integration and continuous delivery (CI/CD) and network-secured architectures. The ...
Providing viable use cases, sharing best practices, and setting clear desired outcomes help organizations undergo successful AI implementations.Azure OpenAI Service is a powerful offering that integrates OpenAI’s advanced language models and services into the Microsoft Azure platform. With ...
SkillsCovered: Basic AI and machine learning concepts, Azure AI services, computer vision, natural language processing, conversational AI, generative AI, including Azure OpenAI Service. Prerequisites: Familiarity with basic cloud concepts and client-server applications is beneficial but not required. ...