Can I use standard OpenAI code with this SDK?

Yes, the SDK provides a get_openai_client() method that allows you to use standard OpenAI API patterns while still being grounded in your Azure AI Foundry project.

Does it support agent memory?

Yes, it allows you to create and attach persistent memory stores to agents, enabling them to maintain context across different conversation threads.

How does this skill handle authentication?

It leverages the azure-identity library and DefaultAzureCredential, providing a secure and flexible way to authenticate across local development and cloud environments.

Which grounding tools are supported for agents?

The skill supports a wide range of tools including Azure AI Search, Bing Grounding, File Search (RAG), SharePoint Grounding, and custom Function Calling.

What is the difference between azure-ai-projects and azure-ai-agents?

azure-ai-projects is a high-level SDK designed for full Foundry integration including deployments, connections, and evaluations, while azure-ai-agents is a low-level SDK intended for standalone agent applications.

Azure AI Foundry Python SDK

Name: Azure AI Foundry Python SDK
Author: microsoft

bymicrosoft

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1,777

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数据科学与机器学习

Simplifies building and managing enterprise AI applications on Microsoft Azure AI Foundry using the high-level Python SDK.

The Azure AI Foundry Python SDK skill provides a comprehensive toolkit for developers building sophisticated AI applications within the Microsoft Azure ecosystem. It enables seamless management of AI agents, project connections, and model deployments while offering specialized tools for Retrieval-Augmented Generation (RAG), automated evaluations, and red-teaming. By abstracting complex Foundry operations into a high-level interface, this skill allows for the creation of versioned agents, persistent memory stores, and OpenAI-compatible workflows, making it essential for building production-grade, scalable AI solutions on Azure.

主要功能

01Native support for both synchronous and asynchronous operations via the aio namespace.

02Run automated evaluations and red-teaming operations to ensure model safety and performance.

03Create and manage versioned AI agents using PromptAgentDefinition and built-in tools.

041,777 GitHub stars

05Manage Azure AI Foundry connections, model deployments, and datasets through a unified client.

06Integrated support for RAG tools including Azure AI Search, File Search, and Bing Grounding.

使用场景

01Developing multi-agent production systems with strict version control and deployment management.

02Implementing advanced RAG workflows that combine internal datasets with web-grounded search capabilities.

03Automating the quality assurance and safety testing lifecycle for LLM-based applications.

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add microsoft/skills azure-ai-projects-py

For use in Claude.ai and ChatGPT

主要功能

01Native support for both synchronous and asynchronous operations via the aio namespace.

02Run automated evaluations and red-teaming operations to ensure model safety and performance.

03Create and manage versioned AI agents using PromptAgentDefinition and built-in tools.

041,777 GitHub stars

05Manage Azure AI Foundry connections, model deployments, and datasets through a unified client.

06Integrated support for RAG tools including Azure AI Search, File Search, and Bing Grounding.

使用场景

01Developing multi-agent production systems with strict version control and deployment management.

02Implementing advanced RAG workflows that combine internal datasets with web-grounded search capabilities.

03Automating the quality assurance and safety testing lifecycle for LLM-based applications.