docs: update examples.md to match current examples directory structure

Author: AbdulSamad94

docs/examples.md

@@ -11,35 +11,80 @@ Check out a variety of sample implementations of the SDK in the examples section
     - Deterministic workflows
     - Agents as tools
     - Parallel agent execution
+    - Conditional tool usage
+    - Input/output guardrails
+    - LLM as a judge
+    - Routing
+    - Streaming guardrails
 
 - **[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 (GPT-4, GPT-5, Open Source)
+    - Agent lifecycle management
     - Dynamic system prompts
-    - Streaming outputs
-    - Lifecycle events
+    - Streaming outputs (text, items, function call args)
+    - Prompt templates
+    - File handling (local and remote, images and PDFs)
+    - Usage tracking
+    - Non-strict output types
+    - Previous response ID usage
 
-- **[tool examples](https://github.com/openai/openai-agents-python/tree/main/examples/tools):**
-  Learn how to implement OAI hosted tools such as web search and file search,
-   and integrate them into your agents.
+- **[customer_service](https://github.com/openai/openai-agents-python/tree/main/examples/customer_service):**
+  Example customer service system for an airline.
 
-- **[model providers](https://github.com/openai/openai-agents-python/tree/main/examples/model_providers):**
-  Explore how to use non-OpenAI models with the SDK.
+- **[financial_research_agent](https://github.com/openai/openai-agents-python/tree/main/examples/financial_research_agent):**
+  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.
+  See practical examples of agent handoffs with message filtering.
 
-- **[mcp](https://github.com/openai/openai-agents-python/tree/main/examples/mcp):**
-  Learn how to build agents with MCP.
+- **[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.
 
-- **[customer_service](https://github.com/openai/openai-agents-python/tree/main/examples/customer_service)** and **[research_bot](https://github.com/openai/openai-agents-python/tree/main/examples/research_bot):**
-  Two more built-out examples that illustrate real-world applications
+- **[mcp](https://github.com/openai/openai-agents-python/tree/main/examples/mcp):**
+  Learn how to build agents with MCP (Model Context Protocol), including:
+  
+    - Filesystem examples
+    - Git examples
+    - Prompt server
+    - SSE (Server-Sent Events) examples
+    - Streamable HTTP examples
 
-    - **customer_service**: Example customer service system for an airline.
-    - **research_bot**: Simple deep research clone.
+- **[memory](https://github.com/openai/openai-agents-python/tree/main/examples/memory):**
+  Examples of different memory implementations for agents, including:
+  
+    - SQLite session storage
+    - Advanced SQLite session storage
+    - Redis session storage
+    - SQLAlchemy session storage
+    - Encrypted session storage
+    - OpenAI session storage
 
-- **[voice](https://github.com/openai/openai-agents-python/tree/main/examples/voice):**
-  See examples of voice agents, using our TTS and STT models.
+- **[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 LiteLLM integration.
 
 - **[realtime](https://github.com/openai/openai-agents-python/tree/main/examples/realtime):**
-  Examples showing how to build realtime experiences using the SDK.
+  Examples showing how to build real-time experiences using the SDK, including:
+  
+    - Web-based applications
+    - Command-line interfaces
+    - Twilio integration
+
+- **[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.
+
+- **[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.
+
+- **[tools](https://github.com/openai/openai-agents-python/tree/main/examples/tools):**
+  Learn how to implement OAI hosted tools such as:
+  
+    - Web search and web search with filters
+    - File search
+    - Code interpreter
+    - Computer use
+    - Image generation
+
+- **[voice](https://github.com/openai/openai-agents-python/tree/main/examples/voice):**
+  See examples of voice agents, using our TTS and STT models, including streamed voice examples.