docs: sync examples.md with current examples directory (#2827)

Author: AbdullahBapra

docs/examples.md

@@ -9,20 +9,29 @@ Check out a variety of sample implementations of the SDK in the examples section
 
     -   Deterministic workflows
     -   Agents as tools
+    -   Agents as tools with streaming events (`examples/agent_patterns/agents_as_tools_streaming.py`)
+    -   Agents as tools with structured input parameters (`examples/agent_patterns/agents_as_tools_structured.py`)
     -   Parallel agent execution
     -   Conditional tool usage
+    -   Forcing tool use with different behaviors (`examples/agent_patterns/forcing_tool_use.py`)
     -   Input/output guardrails
     -   LLM as a judge
     -   Routing
     -   Streaming guardrails
+    -   Human-in-the-loop with tool approval and state serialization (`examples/agent_patterns/human_in_the_loop.py`)
+    -   Human-in-the-loop with streaming (`examples/agent_patterns/human_in_the_loop_stream.py`)
     -   Custom rejection messages for approval flows (`examples/agent_patterns/human_in_the_loop_custom_rejection.py`)
 
 -   **[basic](https://github.com/openai/openai-agents-python/tree/main/examples/basic):**
     These examples showcase foundational capabilities of the SDK, such as
 
     -   Hello world examples (Default model, GPT-5, open-weight model)
     -   Agent lifecycle management
+    -   Run hooks and agent hooks lifecycle example (`examples/basic/lifecycle_example.py`)
     -   Dynamic system prompts
+    -   Basic tool usage (`examples/basic/tools.py`)
+    -   Tool input/output guardrails (`examples/basic/tool_guardrails.py`)
+    -   Image tool output (`examples/basic/image_tool_output.py`)
     -   Streaming outputs (text, items, function call args)
     -   Responses websocket transport with a shared session helper across turns (`examples/basic/stream_ws.py`)
     -   Prompt templates
@@ -40,10 +49,18 @@ Check out a variety of sample implementations of the SDK in the examples section
     A financial research agent that demonstrates structured research workflows with agents and tools for financial data analysis.
 
 -   **[handoffs](https://github.com/openai/openai-agents-python/tree/main/examples/handoffs):**
-    See practical examples of agent handoffs with message filtering.
+    Practical examples of agent handoffs with message filtering, including:
+
+    -   Message filter example (`examples/handoffs/message_filter.py`)
+    -   Message filter with streaming (`examples/handoffs/message_filter_streaming.py`)
 
 -   **[hosted_mcp](https://github.com/openai/openai-agents-python/tree/main/examples/hosted_mcp):**
-    Examples demonstrating how to use hosted MCP (Model Context Protocol) connectors and approvals.
+    Examples demonstrating how to use hosted MCP (Model Context Protocol) with the OpenAI Responses API, including:
+
+    -   Simple hosted MCP without approval (`examples/hosted_mcp/simple.py`)
+    -   MCP connectors such as Google Calendar (`examples/hosted_mcp/connectors.py`)
+    -   Human-in-the-loop with interruption-based approvals (`examples/hosted_mcp/human_in_the_loop.py`)
+    -   On-approval callback for MCP tool calls (`examples/hosted_mcp/on_approval.py`)
 
 -   **[mcp](https://github.com/openai/openai-agents-python/tree/main/examples/mcp):**
     Learn how to build agents with MCP (Model Context Protocol), including:
@@ -52,7 +69,13 @@ Check out a variety of sample implementations of the SDK in the examples section
     -   Git examples
     -   MCP prompt server examples
     -   SSE (Server-Sent Events) examples
+    -   SSE remote server connection (`examples/mcp/sse_remote_example`)
     -   Streamable HTTP examples
+    -   Streamable HTTP remote connection (`examples/mcp/streamable_http_remote_example`)
+    -   Custom HTTP client factory for Streamable HTTP (`examples/mcp/streamablehttp_custom_client_example`)
+    -   Prefetching all MCP tools with `MCPUtil.get_all_function_tools` (`examples/mcp/get_all_mcp_tools_example`)
+    -   MCPServerManager with FastAPI (`examples/mcp/manager_example`)
+    -   MCP tool filtering (`examples/mcp/tool_filter_example`)
 
 -   **[memory](https://github.com/openai/openai-agents-python/tree/main/examples/memory):**
     Examples of different memory implementations for agents, including:
@@ -66,6 +89,11 @@ Check out a variety of sample implementations of the SDK in the examples section
     -   OpenAI Conversations session storage
     -   Responses compaction session storage
     -   Stateless Responses compaction with `ModelSettings(store=False)` (`examples/memory/compaction_session_stateless_example.py`)
+    -   File-backed session storage (`examples/memory/file_session.py`)
+    -   File-backed session with human-in-the-loop (`examples/memory/file_hitl_example.py`)
+    -   SQLite in-memory session with human-in-the-loop (`examples/memory/memory_session_hitl_example.py`)
+    -   OpenAI Conversations session with human-in-the-loop (`examples/memory/openai_session_hitl_example.py`)
+    -   HITL approval/rejection scenario across sessions (`examples/memory/hitl_session_scenario.py`)
 
 -   **[model_providers](https://github.com/openai/openai-agents-python/tree/main/examples/model_providers):**
     Explore how to use non-OpenAI models with the SDK, including custom providers and third-party adapters.
@@ -79,7 +107,11 @@ Check out a variety of sample implementations of the SDK in the examples section
     -   Twilio SIP integration using Realtime Calls API attach flows
 
 -   **[reasoning_content](https://github.com/openai/openai-agents-python/tree/main/examples/reasoning_content):**
-    Examples demonstrating how to work with reasoning content and structured outputs.
+    Examples demonstrating how to work with reasoning content, including:
+
+    -   Reasoning content with the Runner API, streaming and non-streaming (`examples/reasoning_content/runner_example.py`)
+    -   Reasoning content with OSS models via OpenRouter (`examples/reasoning_content/gpt_oss_stream.py`)
+    -   Basic reasoning content example (`examples/reasoning_content/main.py`)
 
 -   **[research_bot](https://github.com/openai/openai-agents-python/tree/main/examples/research_bot):**
     Simple deep research clone that demonstrates complex multi-agent research workflows.
@@ -90,6 +122,9 @@ Check out a variety of sample implementations of the SDK in the examples section
     -   Web search and web search with filters
     -   File search
     -   Code interpreter
+    -   Apply patch tool with file editing and approval (`examples/tools/apply_patch.py`)
+    -   Shell tool execution with approval callbacks (`examples/tools/shell.py`)
+    -   Shell tool with human-in-the-loop interruption-based approvals (`examples/tools/shell_human_in_the_loop.py`)
     -   Hosted container shell with inline skills (`examples/tools/container_shell_inline_skill.py`)
     -   Hosted container shell with skill references (`examples/tools/container_shell_skill_reference.py`)
     -   Local shell with local skills (`examples/tools/local_shell_skill.py`)