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Giles Odigwe 7a88af0aef Python: [BREAKING] Replace Hosted*Tool classes with tool methods (#3634 )

* Replace Hosted*Tool classes with client static factory methods

* fixed failing test

* mypy fix

* mypy fix 2

* declarative mypy fix

* addressed comments

* ToolProtocol removal

* fixed test

* agents mypy fix

* fix failing tests

* mypy fix

* addressed comments

* fixed tests

* addressed comments + added factory method overrides for azureai v2 client

* mypy fix

* added kwargs to azureai tool methods

* fixed in test

* _sessions fix

* test fix

7a88af0aef · 2026-02-11 00:04:27 +00:00

History

a2a

Python: Add long-running agents and background responses support (#3808 )

2026-02-10 20:37:43 +00:00

anthropic

Python: [BREAKING] Replace Hosted*Tool classes with tool methods (#3634 )

2026-02-11 00:04:27 +00:00

azure_ai

Python: [BREAKING] Replace Hosted*Tool classes with tool methods (#3634 )

2026-02-11 00:04:27 +00:00

azure_ai_agent

Python: [BREAKING] Replace Hosted*Tool classes with tool methods (#3634 )

2026-02-11 00:04:27 +00:00

azure_openai

Python: [BREAKING] Replace Hosted*Tool classes with tool methods (#3634 )

2026-02-11 00:04:27 +00:00

copilotstudio

Python: replace pre-commit with prek, add PEP 723 script deps, clean up dev dependencies (#3748 )

2026-02-09 17:51:01 +00:00

custom

Python: [BREAKING] Simplify API: ChatAgent -> Agent, ChatMessage -> Message (#3747 )

2026-02-10 23:04:32 +00:00

github_copilot

Python: [BREAKING] Moved to a single get_response and run API (#3379 )

2026-02-05 20:09:58 +00:00

ollama

Python: [BREAKING] Simplify API: ChatAgent -> Agent, ChatMessage -> Message (#3747 )

2026-02-10 23:04:32 +00:00

openai

Python: [BREAKING] Replace Hosted*Tool classes with tool methods (#3634 )

2026-02-11 00:04:27 +00:00

resources

Python: Foundry Agent Completeness (#954 )

2025-10-01 13:38:51 +00:00

README.md

Python: Updated documentation for Azure AI (#2280 )

2025-11-17 19:14:07 +00:00

README.md

Agent Examples

This folder contains examples demonstrating how to create and use agents with different chat clients from the Agent Framework. Each sub-folder focuses on a specific provider and client type, showing various capabilities like function tools, code interpreter, thread management, structured outputs, image processing, web search, Model Context Protocol (MCP) integration, and more.

Examples by Provider

Azure AI Foundry Examples

Folder	Description
`azure_ai_agent/`	Create agents using Azure AI Agent Service (based on `azure-ai-agents` V1 package) including function tools, code interpreter, MCP integration, thread management, and more.
`azure_ai/`	Create agents using Azure AI Agent Service (based on `azure-ai-projects` V2 package) including function tools, code interpreter, MCP integration, thread management, and more.

Microsoft Copilot Studio Examples

Folder	Description
`copilotstudio/`	Create agents using Microsoft Copilot Studio with streaming and non-streaming responses, authentication handling, and explicit configuration options

Azure OpenAI Examples

Folder	Description
`azure_openai/`	Create agents using Azure OpenAI APIs with multiple client types (Assistants, Chat, and Responses clients) supporting function tools, code interpreter, thread management, and more

OpenAI Examples

Folder	Description
`openai/`	Create agents using OpenAI APIs with comprehensive examples including Assistants, Chat, and Responses clients featuring function tools, code interpreter, file search, web search, MCP integration, image analysis/generation, structured outputs, reasoning, and thread management

Anthropic Examples

Folder	Description
`anthropic/`	Create agents using Anthropic models through OpenAI Chat Client configuration, demonstrating tool calling capabilities

Custom Implementation Examples

Folder	Description
`custom/`	Create custom agents and chat clients by extending the base framework classes, showing complete control over agent behavior and backend integration