Python: [BREAKING] Python: move Azure AI embeddings to Foundry

.github/ISSUE_TEMPLATE/python-issue.yml

@@ -47,7 +47,7 @@ body:
     attributes:
       label: Package Versions
       description: List the agent-framework-* packages and versions you are using
-      placeholder: "e.g., agent-framework-core: 1.0.0, agent-framework-azure-ai: 1.0.0"
+      placeholder: "e.g., agent-framework-core: 1.0.0, agent-framework-foundry: 1.0.0"
     validations:
       required: true
 

.github/workflows/python-check-coverage.py

@@ -37,7 +37,6 @@
     # Packages (sorted alphabetically)
     "packages.anthropic.agent_framework_anthropic",
     "packages.azure-ai-search.agent_framework_azure_ai_search",
-    "packages.azure-ai.agent_framework_azure_ai",
     "packages.core.agent_framework",
     "packages.core.agent_framework._workflows",
     "packages.foundry.agent_framework_foundry",

.github/workflows/python-integration-tests.yml

@@ -60,8 +60,8 @@ jobs:
     environment: integration
     timeout-minutes: 60
     env:
-      OPENAI_CHAT_MODEL: ${{ vars.OPENAI__CHATMODELID }}
-      OPENAI_RESPONSES_MODEL: ${{ vars.OPENAI__RESPONSESMODELID }}
+      OPENAI_CHAT_COMPLETION_MODEL: ${{ vars.OPENAI__CHATMODELID }}
+      OPENAI_CHAT_MODEL: ${{ vars.OPENAI__RESPONSESMODELID }}
       OPENAI_MODEL: ${{ vars.OPENAI__RESPONSESMODELID }}
       OPENAI_EMBEDDING_MODEL: ${{ vars.OPENAI_EMBEDDING_MODEL_ID }}
       OPENAI_API_KEY: ${{ secrets.OPENAI__APIKEY }}
@@ -95,8 +95,8 @@ jobs:
     environment: integration
     timeout-minutes: 60
     env:
-      AZURE_OPENAI_CHAT_MODEL: ${{ vars.AZUREOPENAI__CHATDEPLOYMENTNAME }}
-      AZURE_OPENAI_RESPONSES_MODEL: ${{ vars.AZUREOPENAI__RESPONSESDEPLOYMENTNAME }}
+      AZURE_OPENAI_CHAT_COMPLETION_MODEL: ${{ vars.AZUREOPENAI__CHATDEPLOYMENTNAME }}
+      AZURE_OPENAI_CHAT_MODEL: ${{ vars.AZUREOPENAI__RESPONSESDEPLOYMENTNAME }}
       AZURE_OPENAI_MODEL: ${{ vars.AZUREOPENAI__RESPONSESDEPLOYMENTNAME }}
       AZURE_OPENAI_EMBEDDING_MODEL: ${{ vars.AZURE_OPENAI_EMBEDDING_DEPLOYMENT_NAME }}
       AZURE_OPENAI_ENDPOINT: ${{ vars.AZUREOPENAI__ENDPOINT }}
@@ -201,14 +201,15 @@ jobs:
     timeout-minutes: 60
     env:
       UV_PYTHON: "3.11"
-      OPENAI_CHAT_MODEL: ${{ vars.OPENAI__CHATMODELID }}
-      OPENAI_RESPONSES_MODEL: ${{ vars.OPENAI__RESPONSESMODELID }}
+      OPENAI_CHAT_COMPLETION_MODEL: ${{ vars.OPENAI__CHATMODELID }}
+      OPENAI_CHAT_MODEL: ${{ vars.OPENAI__RESPONSESMODELID }}
       OPENAI_MODEL: ${{ vars.OPENAI__RESPONSESMODELID }}
       OPENAI_EMBEDDING_MODEL: ${{ vars.OPENAI_EMBEDDING_MODEL_ID }}
       OPENAI_API_KEY: ${{ secrets.OPENAI__APIKEY }}
       AZURE_OPENAI_ENDPOINT: ${{ vars.AZUREOPENAI__ENDPOINT }}
       AZURE_OPENAI_MODEL: ${{ vars.AZUREOPENAI__RESPONSESDEPLOYMENTNAME }}
-      AZURE_OPENAI_CHAT_MODEL: ${{ vars.AZUREOPENAI__CHATDEPLOYMENTNAME }}
+      AZURE_OPENAI_CHAT_MODEL: ${{ vars.AZUREOPENAI__RESPONSESDEPLOYMENTNAME }}
+      AZURE_OPENAI_CHAT_COMPLETION_MODEL: ${{ vars.AZUREOPENAI__CHATDEPLOYMENTNAME }}
       FOUNDRY_PROJECT_ENDPOINT: ${{ vars.FOUNDRY_PROJECT_ENDPOINT }}
       FOUNDRY_MODEL: ${{ vars.FOUNDRY_MODEL }}
       FUNCTIONS_WORKER_RUNTIME: "python"
@@ -255,12 +256,14 @@ jobs:
     environment: integration
     timeout-minutes: 60
     env:
-      AZURE_AI_PROJECT_ENDPOINT: ${{ secrets.AZUREAI__ENDPOINT }}
-      AZURE_AI_MODEL: ${{ vars.AZUREAI__DEPLOYMENTNAME }}
       FOUNDRY_PROJECT_ENDPOINT: ${{ vars.FOUNDRY_PROJECT_ENDPOINT }}
       FOUNDRY_MODEL: ${{ vars.FOUNDRY_MODEL }}
       FOUNDRY_AGENT_NAME: ${{ vars.FOUNDRY_AGENT_NAME }}
       FOUNDRY_AGENT_VERSION: ${{ vars.FOUNDRY_AGENT_VERSION }}
+      FOUNDRY_MODELS_ENDPOINT: ${{ vars.FOUNDRY_MODELS_ENDPOINT || '' }}
+      FOUNDRY_MODELS_API_KEY: ${{ secrets.FOUNDRY_MODELS_API_KEY || '' }}
+      FOUNDRY_EMBEDDING_MODEL: ${{ vars.FOUNDRY_EMBEDDING_MODEL || '' }}
+      FOUNDRY_IMAGE_EMBEDDING_MODEL: ${{ vars.FOUNDRY_IMAGE_EMBEDDING_MODEL || '' }}
       LOCAL_MCP_URL: ${{ vars.LOCAL_MCP__URL }}
     defaults:
       run:

.github/workflows/python-merge-tests.yml

@@ -37,7 +37,7 @@ jobs:
       azureChanged: ${{ steps.filter.outputs.azure }}
       miscChanged: ${{ steps.filter.outputs.misc }}
       functionsChanged: ${{ steps.filter.outputs.functions }}
-      azureAiChanged: ${{ steps.filter.outputs.azure-ai }}
+      foundryChanged: ${{ steps.filter.outputs.foundry }}
       cosmosChanged: ${{ steps.filter.outputs.cosmos }}
     steps:
       - uses: actions/checkout@v6
@@ -75,10 +75,10 @@ jobs:
             functions:
               - 'python/packages/azurefunctions/**'
               - 'python/packages/durabletask/**'
-            azure-ai:
-              - 'python/packages/azure-ai/**'
+            foundry:
               - 'python/packages/foundry/**'
               - 'python/samples/**/providers/foundry/**'
+              - 'python/samples/02-agents/embeddings/foundry_embeddings.py'
             cosmos:
               - 'python/packages/azure-cosmos/**'
       # run only if 'python' files were changed
@@ -139,8 +139,8 @@ jobs:
     runs-on: ubuntu-latest
     environment: integration
     env:
-      OPENAI_CHAT_MODEL: ${{ vars.OPENAI__CHATMODELID }}
-      OPENAI_RESPONSES_MODEL: ${{ vars.OPENAI__RESPONSESMODELID }}
+      OPENAI_CHAT_COMPLETION_MODEL: ${{ vars.OPENAI__CHATMODELID }}
+      OPENAI_CHAT_MODEL: ${{ vars.OPENAI__RESPONSESMODELID }}
       OPENAI_MODEL: ${{ vars.OPENAI__RESPONSESMODELID }}
       OPENAI_EMBEDDING_MODEL: ${{ vars.OPENAI_EMBEDDING_MODEL_ID }}
       OPENAI_API_KEY: ${{ secrets.OPENAI__APIKEY }}
@@ -192,8 +192,8 @@ jobs:
     runs-on: ubuntu-latest
     environment: integration
     env:
-      AZURE_OPENAI_CHAT_MODEL: ${{ vars.AZUREOPENAI__CHATDEPLOYMENTNAME }}
-      AZURE_OPENAI_RESPONSES_MODEL: ${{ vars.AZUREOPENAI__RESPONSESDEPLOYMENTNAME }}
+      AZURE_OPENAI_CHAT_COMPLETION_MODEL: ${{ vars.AZUREOPENAI__CHATDEPLOYMENTNAME }}
+      AZURE_OPENAI_CHAT_MODEL: ${{ vars.AZUREOPENAI__RESPONSESDEPLOYMENTNAME }}
       AZURE_OPENAI_MODEL: ${{ vars.AZUREOPENAI__RESPONSESDEPLOYMENTNAME }}
       AZURE_OPENAI_EMBEDDING_MODEL: ${{ vars.AZURE_OPENAI_EMBEDDING_DEPLOYMENT_NAME }}
       AZURE_OPENAI_ENDPOINT: ${{ vars.AZUREOPENAI__ENDPOINT }}
@@ -330,14 +330,15 @@ jobs:
     environment: integration
     env:
       UV_PYTHON: "3.11"
-      OPENAI_CHAT_MODEL: ${{ vars.OPENAI__CHATMODELID }}
-      OPENAI_RESPONSES_MODEL: ${{ vars.OPENAI__RESPONSESMODELID }}
+      OPENAI_CHAT_COMPLETION_MODEL: ${{ vars.OPENAI__CHATMODELID }}
+      OPENAI_CHAT_MODEL: ${{ vars.OPENAI__RESPONSESMODELID }}
       OPENAI_MODEL: ${{ vars.OPENAI__RESPONSESMODELID }}
       OPENAI_EMBEDDING_MODEL: ${{ vars.OPENAI_EMBEDDING_MODEL_ID }}
       OPENAI_API_KEY: ${{ secrets.OPENAI__APIKEY }}
       AZURE_OPENAI_ENDPOINT: ${{ vars.AZUREOPENAI__ENDPOINT }}
       AZURE_OPENAI_MODEL: ${{ vars.AZUREOPENAI__RESPONSESDEPLOYMENTNAME }}
-      AZURE_OPENAI_CHAT_MODEL: ${{ vars.AZUREOPENAI__CHATDEPLOYMENTNAME }}
+      AZURE_OPENAI_CHAT_MODEL: ${{ vars.AZUREOPENAI__RESPONSESDEPLOYMENTNAME }}
+      AZURE_OPENAI_CHAT_COMPLETION_MODEL: ${{ vars.AZUREOPENAI__CHATDEPLOYMENTNAME }}
       FOUNDRY_PROJECT_ENDPOINT: ${{ vars.FOUNDRY_PROJECT_ENDPOINT }}
       FOUNDRY_MODEL: ${{ vars.FOUNDRY_MODEL }}
       FUNCTIONS_WORKER_RUNTIME: "python"
@@ -392,13 +393,11 @@ jobs:
       github.event_name != 'pull_request' &&
       needs.paths-filter.outputs.pythonChanges == 'true' &&
       (github.event_name != 'merge_group' ||
-       needs.paths-filter.outputs.azureAiChanged == 'true' ||
+       needs.paths-filter.outputs.foundryChanged == 'true' ||
        needs.paths-filter.outputs.coreChanged == 'true')
     runs-on: ubuntu-latest
     environment: integration
     env:
-      AZURE_AI_PROJECT_ENDPOINT: ${{ secrets.AZUREAI__ENDPOINT }}
-      AZURE_AI_MODEL: ${{ vars.AZUREAI__DEPLOYMENTNAME }}
       FOUNDRY_PROJECT_ENDPOINT: ${{ vars.FOUNDRY_PROJECT_ENDPOINT }}
       FOUNDRY_MODEL: ${{ vars.FOUNDRY_MODEL }}
       FOUNDRY_AGENT_NAME: ${{ vars.FOUNDRY_AGENT_NAME }}
@@ -432,11 +431,6 @@ jobs:
           --timeout=120 --session-timeout=900 --timeout_method thread
           --retries 2 --retry-delay 5
         working-directory: ./python
-      - name: Test Azure AI samples
-        timeout-minutes: 10
-        if: env.RUN_SAMPLES_TESTS == 'true'
-        run: uv run pytest tests/samples/ -m "azure-ai"
-        working-directory: ./python
       - name: Surface failing tests
         if: always()
         uses: pmeier/pytest-results-action@v0.7.2

.github/workflows/python-sample-validation.yml

@@ -66,12 +66,13 @@ jobs:
       # Azure OpenAI configuration
       AZURE_OPENAI_ENDPOINT: ${{ vars.AZUREOPENAI__ENDPOINT }}
       AZURE_OPENAI_MODEL: ${{ vars.AZURE_OPENAI_DEPLOYMENT_NAME || vars.AZUREOPENAI__RESPONSESDEPLOYMENTNAME }}
-      AZURE_OPENAI_RESPONSES_MODEL: ${{ vars.AZUREOPENAI__RESPONSESDEPLOYMENTNAME }}
+      AZURE_OPENAI_CHAT_COMPLETION_MODEL: ${{ vars.AZUREOPENAI__CHATDEPLOYMENTNAME }}
+      AZURE_OPENAI_CHAT_MODEL: ${{ vars.AZUREOPENAI__RESPONSESDEPLOYMENTNAME }}
       AZURE_OPENAI_EMBEDDING_MODEL: ${{ vars.AZURE_OPENAI_EMBEDDING_DEPLOYMENT_NAME || vars.AZUREOPENAI__EMBEDDINGDEPLOYMENTNAME }}
       # OpenAI configuration
       OPENAI_API_KEY: ${{ secrets.OPENAI__APIKEY }}
-      OPENAI_CHAT_MODEL: ${{ vars.OPENAI__CHATMODELID }}
-      OPENAI_RESPONSES_MODEL: ${{ vars.OPENAI__RESPONSESMODELID }}
+      OPENAI_CHAT_COMPLETION_MODEL: ${{ vars.OPENAI__CHATMODELID }}
+      OPENAI_CHAT_MODEL: ${{ vars.OPENAI__RESPONSESMODELID }}
       # GitHub MCP
       GITHUB_PAT: ${{ secrets.GITHUB_TOKEN }}
       OPENAI_MODEL: ${{ vars.OPENAI__RESPONSESMODELID }}
@@ -97,11 +98,12 @@ jobs:
           echo "FOUNDRY_MODEL=$FOUNDRY_MODEL" >> .env
           echo "AZURE_OPENAI_ENDPOINT=$AZURE_OPENAI_ENDPOINT" >> .env
           echo "AZURE_OPENAI_MODEL=$AZURE_OPENAI_MODEL" >> .env
-          echo "AZURE_OPENAI_RESPONSES_MODEL=$AZURE_OPENAI_RESPONSES_MODEL" >> .env
+          echo "AZURE_OPENAI_CHAT_COMPLETION_MODEL=$AZURE_OPENAI_CHAT_COMPLETION_MODEL" >> .env
+          echo "AZURE_OPENAI_CHAT_MODEL=$AZURE_OPENAI_CHAT_MODEL" >> .env
           echo "AZURE_OPENAI_EMBEDDING_MODEL=$AZURE_OPENAI_EMBEDDING_MODEL" >> .env
           echo "OPENAI_API_KEY=$OPENAI_API_KEY" >> .env
+          echo "OPENAI_CHAT_COMPLETION_MODEL=$OPENAI_CHAT_COMPLETION_MODEL" >> .env
           echo "OPENAI_CHAT_MODEL=$OPENAI_CHAT_MODEL" >> .env
-          echo "OPENAI_RESPONSES_MODEL=$OPENAI_RESPONSES_MODEL" >> .env
           echo "GITHUB_PAT=$GITHUB_PAT" >> .env
 
       - name: Run sample validation
@@ -122,8 +124,8 @@ jobs:
     env:
       OPENAI_API_KEY: ${{ secrets.OPENAI__APIKEY }}
       OPENAI_MODEL: ${{ vars.OPENAI__CHATMODELID }}
-      OPENAI_CHAT_MODEL: ${{ vars.OPENAI__CHATMODELID }}
-      OPENAI_RESPONSES_MODEL: ${{ vars.OPENAI__RESPONSESMODELID }}
+      OPENAI_CHAT_COMPLETION_MODEL: ${{ vars.OPENAI__CHATMODELID }}
+      OPENAI_CHAT_MODEL: ${{ vars.OPENAI__RESPONSESMODELID }}
     defaults:
       run:
         working-directory: python
@@ -142,8 +144,8 @@ jobs:
         run: |
           echo "OPENAI_API_KEY=$OPENAI_API_KEY" >> .env
           echo "OPENAI_MODEL=$OPENAI_MODEL" >> .env
+          echo "OPENAI_CHAT_COMPLETION_MODEL=$OPENAI_CHAT_COMPLETION_MODEL" >> .env
           echo "OPENAI_CHAT_MODEL=$OPENAI_CHAT_MODEL" >> .env
-          echo "OPENAI_RESPONSES_MODEL=$OPENAI_RESPONSES_MODEL" >> .env
 
       - name: Run sample validation
         run: |
@@ -565,8 +567,8 @@ jobs:
       AZURE_OPENAI_MODEL: ${{ vars.AZURE_OPENAI_DEPLOYMENT_NAME || vars.AZUREOPENAI__RESPONSESDEPLOYMENTNAME }}
       # OpenAI configuration
       OPENAI_API_KEY: ${{ secrets.OPENAI__APIKEY }}
-      OPENAI_CHAT_MODEL: ${{ vars.OPENAI__CHATMODELID }}
-      OPENAI_RESPONSES_MODEL: ${{ vars.OPENAI__RESPONSESMODELID }}
+      OPENAI_CHAT_COMPLETION_MODEL: ${{ vars.OPENAI__CHATMODELID }}
+      OPENAI_CHAT_MODEL: ${{ vars.OPENAI__RESPONSESMODELID }}
       OPENAI_MODEL: ${{ vars.OPENAI__RESPONSESMODELID }}
     defaults:
       run:
@@ -589,8 +591,8 @@ jobs:
           echo "AZURE_OPENAI_ENDPOINT=$AZURE_OPENAI_ENDPOINT" >> .env
           echo "AZURE_OPENAI_MODEL=$AZURE_OPENAI_MODEL" >> .env
           echo "OPENAI_API_KEY=$OPENAI_API_KEY" >> .env
+          echo "OPENAI_CHAT_COMPLETION_MODEL=$OPENAI_CHAT_COMPLETION_MODEL" >> .env
           echo "OPENAI_CHAT_MODEL=$OPENAI_CHAT_MODEL" >> .env
-          echo "OPENAI_RESPONSES_MODEL=$OPENAI_RESPONSES_MODEL" >> .env
 
       - name: Run sample validation
         run: |
@@ -617,9 +619,8 @@ jobs:
       AZURE_OPENAI_CHAT_DEPLOYMENT_NAME: ${{ vars.AZURE_OPENAI_DEPLOYMENT_NAME }}
       # OpenAI key
       OPENAI_API_KEY: ${{ secrets.OPENAI__APIKEY }}
-      # OpenAI configuration for AF
-      OPENAI_CHAT_MODEL: ${{ vars.OPENAI__CHATMODELID }}
-      OPENAI_RESPONSES_MODEL: ${{ vars.OPENAI__RESPONSESMODELID }}
+      OPENAI_CHAT_COMPLETION_MODEL: ${{ vars.OPENAI__CHATMODELID }}
+      OPENAI_CHAT_MODEL: ${{ vars.OPENAI__RESPONSESMODELID }}
       OPENAI_MODEL: ${{ vars.OPENAI__RESPONSESMODELID }}
       # OpenAI configuration for SK
       OPENAI_CHAT_MODEL_ID: ${{ vars.OPENAI__CHATMODELID }}
@@ -649,8 +650,8 @@ jobs:
           echo "AZURE_OPENAI_ENDPOINT=$AZURE_OPENAI_ENDPOINT" >> .env
           echo "AZURE_OPENAI_MODEL=$AZURE_OPENAI_MODEL" >> .env
           echo "OPENAI_API_KEY=$OPENAI_API_KEY" >> .env
+          echo "OPENAI_CHAT_COMPLETION_MODEL=$OPENAI_CHAT_COMPLETION_MODEL" >> .env
           echo "OPENAI_CHAT_MODEL=$OPENAI_CHAT_MODEL" >> .env
-          echo "OPENAI_RESPONSES_MODEL=$OPENAI_RESPONSES_MODEL" >> .env
           echo "COPILOTSTUDIOAGENT__ENVIRONMENTID=$COPILOTSTUDIOAGENT__ENVIRONMENTID" >> .env
           echo "COPILOTSTUDIOAGENT__SCHEMANAME=$COPILOTSTUDIOAGENT__SCHEMANAME" >> .env
           echo "COPILOTSTUDIOAGENT__TENANTID=$COPILOTSTUDIOAGENT__TENANTID" >> .env

docs/decisions/0021-provider-leading-clients.md

@@ -37,7 +37,7 @@ Key changes:
 4. **New `FoundryChatClient`** in azure-ai for Azure AI Foundry Responses API access, built on `RawFoundryChatClient(RawOpenAIChatClient)`.
 5. **All deprecated `AzureOpenAI*` classes** consolidated into a single file (`_deprecated_azure_openai.py`) in the azure-ai package for clean future deletion.
 6. **Core's `agent_framework.openai` and `agent_framework.azure` namespaces** become lazy-loading gateways, preserving backward-compatible import paths while removing hard dependencies.
-7. **Unified `model` parameter** replaces `model_id` (OpenAI), `deployment_name` (Azure OpenAI), and `model_deployment_name` (Azure AI) across all client constructors. The term `model` is intentionally generic: it naturally maps to an OpenAI model name *and* to an Azure OpenAI deployment name, making it straightforward to use `OpenAIChatClient` with either OpenAI or Azure OpenAI backends (via `AsyncAzureOpenAI`). Environment variables are similarly unified (e.g., `OPENAI_MODEL` instead of separate `OPENAI_RESPONSES_MODEL_ID` / `OPENAI_CHAT_MODEL_ID`).
+7. **Unified `model` parameter** replaces `model_id` (OpenAI), `deployment_name` (Azure OpenAI), and `model_deployment_name` (Azure AI) across all client constructors. The term `model` is intentionally generic: it naturally maps to an OpenAI model name *and* to an Azure OpenAI deployment name, making it straightforward to use `OpenAIChatClient` with either OpenAI or Azure OpenAI backends (via `AsyncAzureOpenAI`). Environment variables are similarly unified (e.g., `OPENAI_MODEL` instead of separate `OPENAI_CHAT_MODEL_ID` / `OPENAI_CHAT_COMPLETION_MODEL_ID`).
 8. **`FoundryAgent`** replaces the pattern of `Agent(client=AzureAIClient(...))` for connecting to pre-configured agents in Azure AI Foundry (PromptAgents and HostedAgents). The underlying `RawFoundryAgentChatClient` is an implementation detail — most users interact only with `FoundryAgent`. `AzureAIAgentClient` is separately deprecated as it refers to the V1 Agents Service API. See below for design rationale.
 
 ### Foundry Agent Design: `FoundryAgentClient` vs `FoundryAgent`

docs/features/vector-stores-and-embeddings/README.md

@@ -177,7 +177,7 @@ This feature ports the vector store abstractions, embedding generator abstractio
 **Goal:** Add embedding generators to all existing AF provider packages that have chat clients.
 **Mergeable:** Yes — each is independent, added to existing provider packages.
 
-#### 2.1 — Azure AI Inference embedding (in `packages/azure-ai/`)
+#### 2.1 — Foundry inference embedding (in `packages/foundry/`)
 #### 2.2 — Ollama embedding (in `packages/ollama/`)
 #### 2.3 — Anthropic embedding (in `packages/anthropic/`)
 #### 2.4 — Bedrock embedding (in `packages/bedrock/`)

python/.env.example

@@ -1,6 +1,15 @@
-# Azure AI
+# Microsoft Foundry
 FOUNDRY_PROJECT_ENDPOINT=""
+# Model used for FoundryChatClient
 FOUNDRY_MODEL=""
+# Foundry Agents (prompt or hosted agents)
+FOUNDRY_AGENT_NAME=""
+FOUNDRY_AGENT_VERSION=""
+# Microsoft Foundry Models endpoint, used by embeddings
+FOUNDRY_MODELS_ENDPOINT=""
+FOUNDRY_MODELS_API_KEY=""
+FOUNDRY_EMBEDDING_MODEL=""
+FOUNDRY_IMAGE_EMBEDDING_MODEL=""
 # Bing connection for web search (optional, used by samples with web search)
 BING_CONNECTION_ID=""
 # Azure AI Search (optional, used by AzureAISearchContextProvider samples)
@@ -13,12 +22,12 @@ AZURE_SEARCH_KNOWLEDGE_BASE_NAME=""
 # (different from AZURE_AI_PROJECT_ENDPOINT - Knowledge Base needs OpenAI endpoint for model calls)
 # OpenAI
 OPENAI_API_KEY=""
+OPENAI_CHAT_COMPLETION_MODEL=""
 OPENAI_CHAT_MODEL=""
-OPENAI_RESPONSES_MODEL=""
 # Azure OpenAI
 AZURE_OPENAI_ENDPOINT=""
+AZURE_OPENAI_CHAT_COMPLETION_MODEL=""
 AZURE_OPENAI_CHAT_MODEL=""
-AZURE_OPENAI_RESPONSES_MODEL=""
 # Mem0
 MEM0_API_KEY=""
 # Copilot Studio

python/.github/skills/python-package-management/SKILL.md

@@ -15,7 +15,7 @@ python/
 ├── pyproject.toml              # Root package (agent-framework)
 ├── packages/
 │   ├── core/                   # agent-framework-core (main package)
-│   ├── azure-ai/               # agent-framework-azure-ai
+│   ├── foundry/                # agent-framework-foundry
 │   ├── anthropic/              # agent-framework-anthropic
 │   └── ...                     # Other connector packages
 ```
@@ -76,9 +76,9 @@ uv run poe add-dependency-and-validate-bounds --package core --dependency "<depe
 Provider folders in core use `__getattr__` to lazy load from connector packages:
 
 ```python
-# In agent_framework/azure/__init__.py
+# In agent_framework/foundry/__init__.py
 _IMPORTS: dict[str, tuple[str, str]] = {
-    "AzureAIAgentClient": ("agent_framework_azure_ai", "agent-framework-azure-ai"),
+    "FoundryChatClient": ("agent_framework_foundry", "agent-framework-foundry"),
 }
 
 def __getattr__(name: str) -> Any:

python/.github/skills/python-testing/SKILL.md

@@ -124,7 +124,7 @@ The merge CI workflow (`python-merge-tests.yml`) splits integration tests into p
 - **Azure OpenAI integration** — runs when `packages/core/agent_framework/azure/` or core changes
 - **Misc integration** — Anthropic, Ollama, MCP tests; runs when their packages or core change
 - **Functions integration** — Azure Functions + Durable Task; runs when their packages or core change
-- **Azure AI integration** — runs when `packages/azure-ai/` or core changes
+- **Foundry integration** — runs when `packages/foundry/` or core changes
 
 Core infrastructure changes (e.g., `_agents.py`, `_types.py`) trigger all integration test jobs. Scheduled and manual runs always execute all jobs.