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Python: [BREAKING] Python: Provider-leading client design & OpenAI package extraction (#4818)
* Python: Provider-leading client design & OpenAI package extraction Major refactoring of the Python Agent Framework client architecture: - Extract OpenAI clients into new `agent-framework-openai` package - Core package no longer depends on openai, azure-identity, azure-ai-projects - Rename clients for discoverability: OpenAIResponsesClient → OpenAIChatClient, OpenAIChatClient → OpenAIChatCompletionClient - Unify `model_id`/`deployment_name`/`model_deployment_name` → `model` param - New FoundryChatClient for Azure AI Foundry Responses API - New FoundryAgent/FoundryAgentClient for connecting to pre-configured Foundry agents - Remove OpenAIBase/OpenAIConfigMixin from non-deprecated client MRO - Deprecate AzureOpenAI* clients, AzureAIClient, OpenAIAssistantsClient - Reorganize samples: azure_openai+azure_ai+azure_ai_agent → azure/ - ADR-0020: Provider-Leading Client Design Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * fix: missing Agent imports in samples, .model_id → .model in foundry_local sample Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * fix: CI failures — mypy errors, coverage targets, sample imports - azure-ai mypy: add type ignores for TypedDict total=, model arg, forward ref - Coverage: replace core.azure/openai targets with openai package target - project_provider: add type annotation for opts dict Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * fix: populate openai .pyi stub, fix broken README links, coverage targets Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * fixes * updated observabilitty * reset azure init.pyi * fix errors * updated adr number * fix foundry local * fixed not renamed docstrings and comments, and added deprecated markers to old classes * fix tests and pyprojects * fix test vars * updated function tests * update durable * updated test setup for functions * Fix Foundry auth in workflow samples Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Stabilize Python integration workflows Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Update hosting samples for Foundry Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Trigger full CI rerun Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Trigger CI rerun again Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * trigger rerun * trigger rerun * fix for litellm * undo durabletask changes * Move Foundry APIs into foundry namespace Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Fix Foundry pyproject formatting Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Split provider samples by Foundry surface Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Restore hosting sample requirements Also fix the Foundry Local sample link after the provider sample move. Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * updated tests * udpated foundry integration tests * removed dist from azurefunctions tests * Use separate Foundry clients for concurrent agents Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * fix client setup in azfunc and durable * disabled two tests * updated setup for some function and durable tests * improved azure openai setup with new clients * ignore deprecated * fixes * skip 11 * remove openai assistants int tests --------- Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
This commit is contained in:
Eduard van Valkenburg
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@@ -27,12 +27,13 @@ import os
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import uuid
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from pathlib import Path
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from agent_framework.azure import AzureOpenAIResponsesClient
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from agent_framework import Agent
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from agent_framework.declarative import (
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AgentExternalInputRequest,
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AgentExternalInputResponse,
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WorkflowFactory,
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)
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from agent_framework.foundry import FoundryChatClient
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from azure.identity import AzureCliCredential
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from dotenv import load_dotenv
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from pydantic import BaseModel, Field
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@@ -168,49 +169,55 @@ async def main() -> None:
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plugin = TicketingPlugin()
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# Create Azure OpenAI client
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client = AzureOpenAIResponsesClient(
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project_endpoint=os.environ["AZURE_AI_PROJECT_ENDPOINT"],
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client = FoundryChatClient(
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project_endpoint=os.environ["FOUNDRY_PROJECT_ENDPOINT"],
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# This sample has been tested only on `gpt-5.1` and may not work as intended on other models
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# This sample is known to fail on `gpt-5-mini` reasoning input (GH issue #4059)
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deployment_name=os.environ["AZURE_AI_MODEL_DEPLOYMENT_NAME"],
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model=os.environ["AZURE_AI_MODEL_DEPLOYMENT_NAME"],
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credential=AzureCliCredential(),
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)
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# Create agents with structured outputs
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self_service_agent = client.as_agent(
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self_service_agent = Agent(
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client=client,
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name="SelfServiceAgent",
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instructions=SELF_SERVICE_INSTRUCTIONS,
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default_options={"response_format": SelfServiceResponse},
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)
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ticketing_agent = client.as_agent(
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ticketing_agent = Agent(
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client=client,
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name="TicketingAgent",
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instructions=TICKETING_INSTRUCTIONS,
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tools=plugin.get_functions(),
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default_options={"response_format": TicketingResponse},
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)
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routing_agent = client.as_agent(
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routing_agent = Agent(
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client=client,
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name="TicketRoutingAgent",
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instructions=TICKET_ROUTING_INSTRUCTIONS,
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tools=[plugin.get_ticket],
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default_options={"response_format": RoutingResponse},
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)
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windows_support_agent = client.as_agent(
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windows_support_agent = Agent(
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client=client,
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name="WindowsSupportAgent",
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instructions=WINDOWS_SUPPORT_INSTRUCTIONS,
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tools=[plugin.get_ticket],
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default_options={"response_format": SupportResponse},
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)
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resolution_agent = client.as_agent(
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resolution_agent = Agent(
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client=client,
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name="TicketResolutionAgent",
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instructions=RESOLUTION_INSTRUCTIONS,
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tools=[plugin.resolve_ticket],
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)
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escalation_agent = client.as_agent(
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escalation_agent = Agent(
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client=client,
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name="TicketEscalationAgent",
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instructions=ESCALATION_INSTRUCTIONS,
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tools=[plugin.get_ticket, plugin.send_notification],
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