diff --git a/python/samples/README.md b/python/samples/README.md
index 6e689af772..182c635c6c 100644
--- a/python/samples/README.md
+++ b/python/samples/README.md
@@ -2,20 +2,317 @@
 
 This directory contains samples demonstrating the capabilities of Microsoft Agent Framework for Python.
 
-## Getting Started
+## Agents
 
-For step-by-step tutorials and examples, see the [getting_started](./getting_started/) directory:
+### A2A (Agent-to-Agent)
 
-- **[Agents](./getting_started/agents/)** - Learn how to create and use agents with various providers (Azure OpenAI, OpenAI, Azure AI, etc.)
-- **[Workflows](./getting_started/workflows/)** - Explore workflow patterns for orchestrating multiple agents
-- **[DevUI](./getting_started/devui/)** - Web interface samples for testing agents and workflows interactively
-- **[Chat Client](./getting_started/chat_client/)** - Examples of using chat clients directly
-- **[Threads](./getting_started/threads/)** - Manage conversation threads and chat message stores
-- **[Context Providers](./getting_started/context_providers/)** - Integrate with context providers like Mem0 and Redis
-- **[Middleware](./getting_started/middleware/)** - Add middleware for logging, telemetry, and custom processing
-- **[Multimodal Input](./getting_started/multimodal_input/)** - Handle images and other multimodal inputs
-- **[Observability](./getting_started/observability/)** - Add tracing and monitoring to your agents
-- **[Tools](./getting_started/tools/)** - Examples of tool usage including AI function approval and error handling
+| File | Description |
+|------|-------------|
+| [`getting_started/agents/a2a/agent_with_a2a.py`](./getting_started/agents/a2a/agent_with_a2a.py) | Agent2Agent (A2A) Protocol Integration Sample |
+
+### Anthropic
+
+| File | Description |
+|------|-------------|
+| [`getting_started/agents/anthropic/anthropic_with_openai_chat_client.py`](./getting_started/agents/anthropic/anthropic_with_openai_chat_client.py) | Anthropic with OpenAI Chat Client Example |
+
+### Azure AI
+
+| File | Description |
+|------|-------------|
+| [`getting_started/agents/azure_ai/azure_ai_basic.py`](./getting_started/agents/azure_ai/azure_ai_basic.py) | Azure AI Agent Basic Example |
+| [`getting_started/agents/azure_ai/azure_ai_with_azure_ai_search.py`](./getting_started/agents/azure_ai/azure_ai_with_azure_ai_search.py) | Azure AI Agent with Azure AI Search Example |
+| [`getting_started/agents/azure_ai/azure_ai_with_bing_grounding.py`](./getting_started/agents/azure_ai/azure_ai_with_bing_grounding.py) | Azure AI agent with Bing Grounding search for real-time web information |
+| [`getting_started/agents/azure_ai/azure_ai_with_code_interpreter.py`](./getting_started/agents/azure_ai/azure_ai_with_code_interpreter.py) | Azure AI Agent with Code Interpreter Example |
+| [`getting_started/agents/azure_ai/azure_ai_with_existing_agent.py`](./getting_started/agents/azure_ai/azure_ai_with_existing_agent.py) | Azure AI Agent with Existing Agent Example |
+| [`getting_started/agents/azure_ai/azure_ai_with_existing_thread.py`](./getting_started/agents/azure_ai/azure_ai_with_existing_thread.py) | Azure AI Agent with Existing Thread Example |
+| [`getting_started/agents/azure_ai/azure_ai_with_explicit_settings.py`](./getting_started/agents/azure_ai/azure_ai_with_explicit_settings.py) | Azure AI Agent with Explicit Settings Example |
+| [`getting_started/agents/azure_ai/azure_ai_with_file_search.py`](./getting_started/agents/azure_ai/azure_ai_with_file_search.py) | Azure AI agent with File Search capabilities |
+| [`getting_started/agents/azure_ai/azure_ai_with_function_tools.py`](./getting_started/agents/azure_ai/azure_ai_with_function_tools.py) | Azure AI Agent with Function Tools Example |
+| [`getting_started/agents/azure_ai/azure_ai_with_hosted_mcp.py`](./getting_started/agents/azure_ai/azure_ai_with_hosted_mcp.py) | Azure AI Agent with Hosted MCP Example |
+| [`getting_started/agents/azure_ai/azure_ai_with_local_mcp.py`](./getting_started/agents/azure_ai/azure_ai_with_local_mcp.py) | Azure AI Agent with Local MCP Example |
+| [`getting_started/agents/azure_ai/azure_ai_with_multiple_tools.py`](./getting_started/agents/azure_ai/azure_ai_with_multiple_tools.py) | Azure AI Agent with Multiple Tools Example |
+| [`getting_started/agents/azure_ai/azure_ai_with_openapi_tools.py`](./getting_started/agents/azure_ai/azure_ai_with_openapi_tools.py) | Azure AI agent with OpenAPI tools |
+| [`getting_started/agents/azure_ai/azure_ai_with_thread.py`](./getting_started/agents/azure_ai/azure_ai_with_thread.py) | Azure AI Agent with Thread Management Example |
+
+### Azure OpenAI
+
+| File | Description |
+|------|-------------|
+| [`getting_started/agents/azure_openai/azure_assistants_basic.py`](./getting_started/agents/azure_openai/azure_assistants_basic.py) | Azure OpenAI Assistants Basic Example |
+| [`getting_started/agents/azure_openai/azure_assistants_with_code_interpreter.py`](./getting_started/agents/azure_openai/azure_assistants_with_code_interpreter.py) | Azure OpenAI Assistants with Code Interpreter Example |
+| [`getting_started/agents/azure_openai/azure_assistants_with_existing_assistant.py`](./getting_started/agents/azure_openai/azure_assistants_with_existing_assistant.py) | Azure OpenAI Assistants with Existing Assistant Example |
+| [`getting_started/agents/azure_openai/azure_assistants_with_explicit_settings.py`](./getting_started/agents/azure_openai/azure_assistants_with_explicit_settings.py) | Azure OpenAI Assistants with Explicit Settings Example |
+| [`getting_started/agents/azure_openai/azure_assistants_with_function_tools.py`](./getting_started/agents/azure_openai/azure_assistants_with_function_tools.py) | Azure OpenAI Assistants with Function Tools Example |
+| [`getting_started/agents/azure_openai/azure_assistants_with_thread.py`](./getting_started/agents/azure_openai/azure_assistants_with_thread.py) | Azure OpenAI Assistants with Thread Management Example |
+| [`getting_started/agents/azure_openai/azure_chat_client_basic.py`](./getting_started/agents/azure_openai/azure_chat_client_basic.py) | Azure OpenAI Chat Client Basic Example |
+| [`getting_started/agents/azure_openai/azure_chat_client_with_explicit_settings.py`](./getting_started/agents/azure_openai/azure_chat_client_with_explicit_settings.py) | Azure OpenAI Chat Client with Explicit Settings Example |
+| [`getting_started/agents/azure_openai/azure_chat_client_with_function_tools.py`](./getting_started/agents/azure_openai/azure_chat_client_with_function_tools.py) | Azure OpenAI Chat Client with Function Tools Example |
+| [`getting_started/agents/azure_openai/azure_chat_client_with_thread.py`](./getting_started/agents/azure_openai/azure_chat_client_with_thread.py) | Azure OpenAI Chat Client with Thread Management Example |
+| [`getting_started/agents/azure_openai/azure_responses_client_basic.py`](./getting_started/agents/azure_openai/azure_responses_client_basic.py) | Azure OpenAI Responses Client Basic Example |
+| [`getting_started/agents/azure_openai/azure_responses_client_image_analysis.py`](./getting_started/agents/azure_openai/azure_responses_client_image_analysis.py) | Azure OpenAI Responses Client with Image Analysis Example |
+| [`getting_started/agents/azure_openai/azure_responses_client_with_code_interpreter.py`](./getting_started/agents/azure_openai/azure_responses_client_with_code_interpreter.py) | Azure OpenAI Responses Client with Code Interpreter Example |
+| [`getting_started/agents/azure_openai/azure_responses_client_with_explicit_settings.py`](./getting_started/agents/azure_openai/azure_responses_client_with_explicit_settings.py) | Azure OpenAI Responses Client with Explicit Settings Example |
+| [`getting_started/agents/azure_openai/azure_responses_client_with_function_tools.py`](./getting_started/agents/azure_openai/azure_responses_client_with_function_tools.py) | Azure OpenAI Responses Client with Function Tools Example |
+| [`getting_started/agents/azure_openai/azure_responses_client_with_local_mcp.py`](./getting_started/agents/azure_openai/azure_responses_client_with_local_mcp.py) | Azure OpenAI Responses Client with local Model Context Protocol (MCP) Example |
+| [`getting_started/agents/azure_openai/azure_responses_client_with_thread.py`](./getting_started/agents/azure_openai/azure_responses_client_with_thread.py) | Azure OpenAI Responses Client with Thread Management Example |
+
+### Copilot Studio
+
+| File | Description |
+|------|-------------|
+| [`getting_started/agents/copilotstudio/copilotstudio_basic.py`](./getting_started/agents/copilotstudio/copilotstudio_basic.py) | Copilot Studio Agent Basic Example |
+| [`getting_started/agents/copilotstudio/copilotstudio_with_explicit_settings.py`](./getting_started/agents/copilotstudio/copilotstudio_with_explicit_settings.py) | Copilot Studio Agent with Explicit Settings Example |
+
+### Custom
+
+| File | Description |
+|------|-------------|
+| [`getting_started/agents/custom/custom_agent.py`](./getting_started/agents/custom/custom_agent.py) | Custom Agent Implementation Example |
+| [`getting_started/agents/custom/custom_chat_client.py`](./getting_started/agents/custom/custom_chat_client.py) | Custom Chat Client Implementation Example |
+
+### Ollama
+
+| File | Description |
+|------|-------------|
+| [`getting_started/agents/ollama/ollama_with_openai_chat_client.py`](./getting_started/agents/ollama/ollama_with_openai_chat_client.py) | Ollama with OpenAI Chat Client Example |
+
+### OpenAI
+
+| File | Description |
+|------|-------------|
+| [`getting_started/agents/openai/openai_assistants_basic.py`](./getting_started/agents/openai/openai_assistants_basic.py) | OpenAI Assistants Basic Example |
+| [`getting_started/agents/openai/openai_assistants_with_code_interpreter.py`](./getting_started/agents/openai/openai_assistants_with_code_interpreter.py) | OpenAI Assistants with Code Interpreter Example |
+| [`getting_started/agents/openai/openai_assistants_with_existing_assistant.py`](./getting_started/agents/openai/openai_assistants_with_existing_assistant.py) | OpenAI Assistants with Existing Assistant Example |
+| [`getting_started/agents/openai/openai_assistants_with_explicit_settings.py`](./getting_started/agents/openai/openai_assistants_with_explicit_settings.py) | OpenAI Assistants with Explicit Settings Example |
+| [`getting_started/agents/openai/openai_assistants_with_file_search.py`](./getting_started/agents/openai/openai_assistants_with_file_search.py) | OpenAI Assistants with File Search Example |
+| [`getting_started/agents/openai/openai_assistants_with_function_tools.py`](./getting_started/agents/openai/openai_assistants_with_function_tools.py) | OpenAI Assistants with Function Tools Example |
+| [`getting_started/agents/openai/openai_assistants_with_thread.py`](./getting_started/agents/openai/openai_assistants_with_thread.py) | OpenAI Assistants with Thread Management Example |
+| [`getting_started/agents/openai/openai_chat_client_basic.py`](./getting_started/agents/openai/openai_chat_client_basic.py) | OpenAI Chat Client Basic Example |
+| [`getting_started/agents/openai/openai_chat_client_with_explicit_settings.py`](./getting_started/agents/openai/openai_chat_client_with_explicit_settings.py) | OpenAI Chat Client with Explicit Settings Example |
+| [`getting_started/agents/openai/openai_chat_client_with_function_tools.py`](./getting_started/agents/openai/openai_chat_client_with_function_tools.py) | OpenAI Chat Client with Function Tools Example |
+| [`getting_started/agents/openai/openai_chat_client_with_local_mcp.py`](./getting_started/agents/openai/openai_chat_client_with_local_mcp.py) | OpenAI Chat Client with Local MCP Example |
+| [`getting_started/agents/openai/openai_chat_client_with_thread.py`](./getting_started/agents/openai/openai_chat_client_with_thread.py) | OpenAI Chat Client with Thread Management Example |
+| [`getting_started/agents/openai/openai_chat_client_with_web_search.py`](./getting_started/agents/openai/openai_chat_client_with_web_search.py) | OpenAI Chat Client with Web Search Example |
+| [`getting_started/agents/openai/openai_responses_client_basic.py`](./getting_started/agents/openai/openai_responses_client_basic.py) | OpenAI Responses Client Basic Example |
+| [`getting_started/agents/openai/openai_responses_client_image_analysis.py`](./getting_started/agents/openai/openai_responses_client_image_analysis.py) | OpenAI Responses Client Image Analysis Example |
+| [`getting_started/agents/openai/openai_responses_client_image_generation.py`](./getting_started/agents/openai/openai_responses_client_image_generation.py) | OpenAI Responses Client Image Generation Example |
+| [`getting_started/agents/openai/openai_responses_client_reasoning.py`](./getting_started/agents/openai/openai_responses_client_reasoning.py) | OpenAI Responses Client Reasoning Example |
+| [`getting_started/agents/openai/openai_responses_client_with_code_interpreter.py`](./getting_started/agents/openai/openai_responses_client_with_code_interpreter.py) | OpenAI Responses Client with Code Interpreter Example |
+| [`getting_started/agents/openai/openai_responses_client_with_explicit_settings.py`](./getting_started/agents/openai/openai_responses_client_with_explicit_settings.py) | OpenAI Responses Client with Explicit Settings Example |
+| [`getting_started/agents/openai/openai_responses_client_with_file_search.py`](./getting_started/agents/openai/openai_responses_client_with_file_search.py) | OpenAI Responses Client with File Search Example |
+| [`getting_started/agents/openai/openai_responses_client_with_function_tools.py`](./getting_started/agents/openai/openai_responses_client_with_function_tools.py) | OpenAI Responses Client with Function Tools Example |
+| [`getting_started/agents/openai/openai_responses_client_with_hosted_mcp.py`](./getting_started/agents/openai/openai_responses_client_with_hosted_mcp.py) | OpenAI Responses Client with Hosted MCP Example |
+| [`getting_started/agents/openai/openai_responses_client_with_local_mcp.py`](./getting_started/agents/openai/openai_responses_client_with_local_mcp.py) | OpenAI Responses Client with Local MCP Example |
+| [`getting_started/agents/openai/openai_responses_client_with_structured_output.py`](./getting_started/agents/openai/openai_responses_client_with_structured_output.py) | OpenAI Responses Client with Structured Output Example |
+| [`getting_started/agents/openai/openai_responses_client_with_thread.py`](./getting_started/agents/openai/openai_responses_client_with_thread.py) | OpenAI Responses Client with Thread Management Example |
+| [`getting_started/agents/openai/openai_responses_client_with_web_search.py`](./getting_started/agents/openai/openai_responses_client_with_web_search.py) | OpenAI Responses Client with Web Search Example |
+
+## Chat Client
+
+| File | Description |
+|------|-------------|
+| [`getting_started/chat_client/azure_ai_chat_client.py`](./getting_started/chat_client/azure_ai_chat_client.py) | Azure AI Chat Client Direct Usage Example |
+| [`getting_started/chat_client/azure_assistants_client.py`](./getting_started/chat_client/azure_assistants_client.py) | Azure OpenAI Assistants Client Direct Usage Example |
+| [`getting_started/chat_client/azure_chat_client.py`](./getting_started/chat_client/azure_chat_client.py) | Azure Chat Client Direct Usage Example |
+| [`getting_started/chat_client/azure_responses_client.py`](./getting_started/chat_client/azure_responses_client.py) | Azure OpenAI Responses Client Direct Usage Example |
+| [`getting_started/chat_client/chat_response_cancellation.py`](./getting_started/chat_client/chat_response_cancellation.py) | Chat Response Cancellation Example |
+| [`getting_started/chat_client/openai_assistants_client.py`](./getting_started/chat_client/openai_assistants_client.py) | OpenAI Assistants Client Direct Usage Example |
+| [`getting_started/chat_client/openai_chat_client.py`](./getting_started/chat_client/openai_chat_client.py) | OpenAI Chat Client Direct Usage Example |
+| [`getting_started/chat_client/openai_responses_client.py`](./getting_started/chat_client/openai_responses_client.py) | OpenAI Responses Client Direct Usage Example |
+
+## Context Providers
+
+### Mem0
+
+| File | Description |
+|------|-------------|
+| [`getting_started/context_providers/mem0/mem0_basic.py`](./getting_started/context_providers/mem0/mem0_basic.py) | Basic Mem0 integration example |
+| [`getting_started/context_providers/mem0/mem0_oss.py`](./getting_started/context_providers/mem0/mem0_oss.py) | Mem0 OSS (Open Source) integration example |
+| [`getting_started/context_providers/mem0/mem0_threads.py`](./getting_started/context_providers/mem0/mem0_threads.py) | Mem0 with thread management example |
+
+### Redis
+
+| File | Description |
+|------|-------------|
+| [`getting_started/context_providers/redis/redis_basics.py`](./getting_started/context_providers/redis/redis_basics.py) | Basic Redis provider example |
+| [`getting_started/context_providers/redis/redis_conversation.py`](./getting_started/context_providers/redis/redis_conversation.py) | Redis conversation context management example |
+| [`getting_started/context_providers/redis/redis_threads.py`](./getting_started/context_providers/redis/redis_threads.py) | Redis with thread management example |
+
+### Other
+
+| File | Description |
+|------|-------------|
+| [`getting_started/context_providers/simple_context_provider.py`](./getting_started/context_providers/simple_context_provider.py) | Simple context provider implementation example |
+
+## DevUI
+
+| File | Description |
+|------|-------------|
+| [`getting_started/devui/fanout_workflow/workflow.py`](./getting_started/devui/fanout_workflow/workflow.py) | Complex fan-out/fan-in workflow example |
+| [`getting_started/devui/foundry_agent/agent.py`](./getting_started/devui/foundry_agent/agent.py) | Azure AI Foundry agent example |
+| [`getting_started/devui/in_memory_mode.py`](./getting_started/devui/in_memory_mode.py) | In-memory mode example for DevUI |
+| [`getting_started/devui/spam_workflow/workflow.py`](./getting_started/devui/spam_workflow/workflow.py) | Spam detection workflow example |
+| [`getting_started/devui/weather_agent_azure/agent.py`](./getting_started/devui/weather_agent_azure/agent.py) | Weather agent using Azure OpenAI example |
+| [`getting_started/devui/workflow_agents/workflow.py`](./getting_started/devui/workflow_agents/workflow.py) | Workflow with multiple agents example |
+
+## Evaluation
+
+| File | Description |
+|------|-------------|
+| [`getting_started/evaluation/azure_ai_foundry/red_team_agent_sample.py`](./getting_started/evaluation/azure_ai_foundry/red_team_agent_sample.py) | Red team agent evaluation sample for Azure AI Foundry |
+
+## MCP (Model Context Protocol)
+
+| File | Description |
+|------|-------------|
+| [`getting_started/mcp/agent_as_mcp_server.py`](./getting_started/mcp/agent_as_mcp_server.py) | Agent as MCP Server Example |
+| [`getting_started/mcp/mcp_api_key_auth.py`](./getting_started/mcp/mcp_api_key_auth.py) | MCP Authentication Example |
+
+## Middleware
+
+| File | Description |
+|------|-------------|
+| [`getting_started/middleware/agent_and_run_level_middleware.py`](./getting_started/middleware/agent_and_run_level_middleware.py) | Agent and run-level middleware example |
+| [`getting_started/middleware/chat_middleware.py`](./getting_started/middleware/chat_middleware.py) | Chat middleware example |
+| [`getting_started/middleware/class_based_middleware.py`](./getting_started/middleware/class_based_middleware.py) | Class-based middleware implementation example |
+| [`getting_started/middleware/decorator_middleware.py`](./getting_started/middleware/decorator_middleware.py) | Decorator-based middleware example |
+| [`getting_started/middleware/exception_handling_with_middleware.py`](./getting_started/middleware/exception_handling_with_middleware.py) | Exception handling with middleware example |
+| [`getting_started/middleware/function_based_middleware.py`](./getting_started/middleware/function_based_middleware.py) | Function-based middleware example |
+| [`getting_started/middleware/middleware_termination.py`](./getting_started/middleware/middleware_termination.py) | Middleware termination example |
+| [`getting_started/middleware/override_result_with_middleware.py`](./getting_started/middleware/override_result_with_middleware.py) | Override result with middleware example |
+| [`getting_started/middleware/shared_state_middleware.py`](./getting_started/middleware/shared_state_middleware.py) | Shared state middleware example |
+
+## Multimodal Input
+
+| File | Description |
+|------|-------------|
+| [`getting_started/multimodal_input/azure_chat_multimodal.py`](./getting_started/multimodal_input/azure_chat_multimodal.py) | Azure OpenAI Chat with multimodal (image) input example |
+| [`getting_started/multimodal_input/azure_responses_multimodal.py`](./getting_started/multimodal_input/azure_responses_multimodal.py) | Azure OpenAI Responses with multimodal (image) input example |
+| [`getting_started/multimodal_input/openai_chat_multimodal.py`](./getting_started/multimodal_input/openai_chat_multimodal.py) | OpenAI Chat with multimodal (image) input example |
+
+## Observability
+
+| File | Description |
+|------|-------------|
+| [`getting_started/observability/advanced_manual_setup_console_output.py`](./getting_started/observability/advanced_manual_setup_console_output.py) | Advanced manual observability setup with console output |
+| [`getting_started/observability/advanced_zero_code.py`](./getting_started/observability/advanced_zero_code.py) | Zero-code observability setup example |
+| [`getting_started/observability/agent_observability.py`](./getting_started/observability/agent_observability.py) | Agent observability example |
+| [`getting_started/observability/azure_ai_agent_observability.py`](./getting_started/observability/azure_ai_agent_observability.py) | Azure AI agent observability example |
+| [`getting_started/observability/azure_ai_chat_client_with_observability.py`](./getting_started/observability/azure_ai_chat_client_with_observability.py) | Azure AI chat client with observability example |
+| [`getting_started/observability/setup_observability_with_env_var.py`](./getting_started/observability/setup_observability_with_env_var.py) | Setup observability using environment variables |
+| [`getting_started/observability/setup_observability_with_parameters.py`](./getting_started/observability/setup_observability_with_parameters.py) | Setup observability using parameters |
+| [`getting_started/observability/workflow_observability.py`](./getting_started/observability/workflow_observability.py) | Workflow observability example |
+
+## Threads
+
+| File | Description |
+|------|-------------|
+| [`getting_started/threads/custom_chat_message_store_thread.py`](./getting_started/threads/custom_chat_message_store_thread.py) | Implementation of custom chat message store state |
+| [`getting_started/threads/redis_chat_message_store_thread.py`](./getting_started/threads/redis_chat_message_store_thread.py) | Basic example of using Redis chat message store |
+| [`getting_started/threads/suspend_resume_thread.py`](./getting_started/threads/suspend_resume_thread.py) | Demonstrates how to suspend and resume a service-managed thread |
+
+## Tools
+
+| File | Description |
+|------|-------------|
+| [`getting_started/tools/ai_tool_with_approval.py`](./getting_started/tools/ai_tool_with_approval.py) | Demonstration of a tool with approvals |
+| [`getting_started/tools/ai_tool_with_approval_and_threads.py`](./getting_started/tools/ai_tool_with_approval_and_threads.py) | Tool Approvals with Threads |
+| [`getting_started/tools/failing_tools.py`](./getting_started/tools/failing_tools.py) | Tool exceptions handled by returning the error for the agent to recover from |
+
+## Workflows
+
+### Start Here
+
+| File | Description |
+|------|-------------|
+| [`getting_started/workflows/_start-here/step1_executors_and_edges.py`](./getting_started/workflows/_start-here/step1_executors_and_edges.py) | Step 1: Foundational patterns: Executors and edges |
+| [`getting_started/workflows/_start-here/step2_agents_in_a_workflow.py`](./getting_started/workflows/_start-here/step2_agents_in_a_workflow.py) | Step 2: Agents in a Workflow non-streaming |
+| [`getting_started/workflows/_start-here/step3_streaming.py`](./getting_started/workflows/_start-here/step3_streaming.py) | Step 3: Agents in a workflow with streaming |
+
+### Agents in Workflows
+
+| File | Description |
+|------|-------------|
+| [`getting_started/workflows/agents/azure_ai_agents_streaming.py`](./getting_started/workflows/agents/azure_ai_agents_streaming.py) | Sample: Agents in a workflow with streaming |
+| [`getting_started/workflows/agents/azure_chat_agents_function_bridge.py`](./getting_started/workflows/agents/azure_chat_agents_function_bridge.py) | Sample: Two agents connected by a function executor bridge |
+| [`getting_started/workflows/agents/azure_chat_agents_streaming.py`](./getting_started/workflows/agents/azure_chat_agents_streaming.py) | Sample: Agents in a workflow with streaming |
+| [`getting_started/workflows/agents/azure_chat_agents_tool_calls_with_feedback.py`](./getting_started/workflows/agents/azure_chat_agents_tool_calls_with_feedback.py) | Sample: Tool-enabled agents with human feedback |
+| [`getting_started/workflows/agents/custom_agent_executors.py`](./getting_started/workflows/agents/custom_agent_executors.py) | Step 2: Agents in a Workflow non-streaming |
+| [`getting_started/workflows/agents/workflow_as_agent_human_in_the_loop.py`](./getting_started/workflows/agents/workflow_as_agent_human_in_the_loop.py) | Sample: Workflow Agent with Human-in-the-Loop |
+| [`getting_started/workflows/agents/workflow_as_agent_reflection_pattern.py`](./getting_started/workflows/agents/workflow_as_agent_reflection_pattern.py) | Sample: Workflow as Agent with Reflection and Retry Pattern |
+
+### Checkpoint
+
+| File | Description |
+|------|-------------|
+| [`getting_started/workflows/checkpoint/checkpoint_with_human_in_the_loop.py`](./getting_started/workflows/checkpoint/checkpoint_with_human_in_the_loop.py) | Sample: Checkpoint + human-in-the-loop quickstart |
+| [`getting_started/workflows/checkpoint/checkpoint_with_resume.py`](./getting_started/workflows/checkpoint/checkpoint_with_resume.py) | Sample: Checkpointing and Resuming a Workflow (with an Agent stage) |
+| [`getting_started/workflows/checkpoint/sub_workflow_checkpoint.py`](./getting_started/workflows/checkpoint/sub_workflow_checkpoint.py) | Sample: Checkpointing for workflows that embed sub-workflows |
+
+### Composition
+
+| File | Description |
+|------|-------------|
+| [`getting_started/workflows/composition/sub_workflow_basics.py`](./getting_started/workflows/composition/sub_workflow_basics.py) | Sample: Sub-Workflows (Basics) |
+| [`getting_started/workflows/composition/sub_workflow_parallel_requests.py`](./getting_started/workflows/composition/sub_workflow_parallel_requests.py) | Sample: Sub-workflow with parallel request handling by specialized interceptors |
+| [`getting_started/workflows/composition/sub_workflow_request_interception.py`](./getting_started/workflows/composition/sub_workflow_request_interception.py) | Sample: Sub-Workflows with Request Interception |
+
+### Control Flow
+
+| File | Description |
+|------|-------------|
+| [`getting_started/workflows/control-flow/edge_condition.py`](./getting_started/workflows/control-flow/edge_condition.py) | Sample: Conditional routing with structured outputs |
+| [`getting_started/workflows/control-flow/multi_selection_edge_group.py`](./getting_started/workflows/control-flow/multi_selection_edge_group.py) | Step 06b — Multi-Selection Edge Group sample |
+| [`getting_started/workflows/control-flow/sequential_executors.py`](./getting_started/workflows/control-flow/sequential_executors.py) | Sample: Sequential workflow with streaming |
+| [`getting_started/workflows/control-flow/sequential_streaming.py`](./getting_started/workflows/control-flow/sequential_streaming.py) | Sample: Foundational sequential workflow with streaming using function-style executors |
+| [`getting_started/workflows/control-flow/simple_loop.py`](./getting_started/workflows/control-flow/simple_loop.py) | Sample: Simple Loop (with an Agent Judge) |
+| [`getting_started/workflows/control-flow/switch_case_edge_group.py`](./getting_started/workflows/control-flow/switch_case_edge_group.py) | Sample: Switch-Case Edge Group with an explicit Uncertain branch |
+
+### Human-in-the-Loop
+
+| File | Description |
+|------|-------------|
+| [`getting_started/workflows/human-in-the-loop/guessing_game_with_human_input.py`](./getting_started/workflows/human-in-the-loop/guessing_game_with_human_input.py) | Sample: Human in the loop guessing game |
+
+### Observability
+
+| File | Description |
+|------|-------------|
+| [`getting_started/workflows/observability/tracing_basics.py`](./getting_started/workflows/observability/tracing_basics.py) | Basic tracing workflow sample |
+
+### Orchestration
+
+| File | Description |
+|------|-------------|
+| [`getting_started/workflows/orchestration/concurrent_agents.py`](./getting_started/workflows/orchestration/concurrent_agents.py) | Sample: Concurrent fan-out/fan-in (agent-only API) with default aggregator |
+| [`getting_started/workflows/orchestration/concurrent_custom_agent_executors.py`](./getting_started/workflows/orchestration/concurrent_custom_agent_executors.py) | Sample: Concurrent Orchestration with Custom Agent Executors |
+| [`getting_started/workflows/orchestration/concurrent_custom_aggregator.py`](./getting_started/workflows/orchestration/concurrent_custom_aggregator.py) | Sample: Concurrent Orchestration with Custom Aggregator |
+| [`getting_started/workflows/orchestration/magentic.py`](./getting_started/workflows/orchestration/magentic.py) | Sample: Magentic Orchestration (multi-agent) |
+| [`getting_started/workflows/orchestration/magentic_checkpoint.py`](./getting_started/workflows/orchestration/magentic_checkpoint.py) | Sample: Magentic Orchestration + Checkpointing |
+| [`getting_started/workflows/orchestration/magentic_human_plan_update.py`](./getting_started/workflows/orchestration/magentic_human_plan_update.py) | Sample: Magentic Orchestration + Human Plan Review |
+| [`getting_started/workflows/orchestration/sequential_agents.py`](./getting_started/workflows/orchestration/sequential_agents.py) | Sample: Sequential workflow (agent-focused API) with shared conversation context |
+| [`getting_started/workflows/orchestration/sequential_custom_executors.py`](./getting_started/workflows/orchestration/sequential_custom_executors.py) | Sample: Sequential workflow mixing agents and a custom summarizer executor |
+
+### Parallelism
+
+| File | Description |
+|------|-------------|
+| [`getting_started/workflows/parallelism/aggregate_results_of_different_types.py`](./getting_started/workflows/parallelism/aggregate_results_of_different_types.py) | Sample: Concurrent fan out and fan in with two different tasks that output results of different types |
+| [`getting_started/workflows/parallelism/fan_out_fan_in_edges.py`](./getting_started/workflows/parallelism/fan_out_fan_in_edges.py) | Sample: Concurrent fan out and fan in with three domain agents |
+| [`getting_started/workflows/parallelism/map_reduce_and_visualization.py`](./getting_started/workflows/parallelism/map_reduce_and_visualization.py) | Sample: Map reduce word count with fan out and fan in over file backed intermediate results |
+
+### State Management
+
+| File | Description |
+|------|-------------|
+| [`getting_started/workflows/state-management/shared_states_with_agents.py`](./getting_started/workflows/state-management/shared_states_with_agents.py) | Sample: Shared state with agents and conditional routing |
+
+### Visualization
+
+| File | Description |
+|------|-------------|
+| [`getting_started/workflows/visualization/concurrent_with_visualization.py`](./getting_started/workflows/visualization/concurrent_with_visualization.py) | Sample: Concurrent (Fan-out/Fan-in) with Agents + Visualization |
 
 ## Sample Guidelines