zastrowm · github-actions · Jan 21, 2026 · Jan 21, 2026 · Jan 21, 2026 · Jan 21, 2026
diff --git a/.gitignore b/.gitignore
@@ -10,7 +10,9 @@ __pycache__
 .kiro
 *.egg-info
 
-node_modules
+**/node_modules
+**/dist
+**/.astro
 uv.lock
 
 temp_python_sdk
@@ -22,3 +24,4 @@ docs/api-reference/
 __*__/
 
 
+.artifact/
diff --git a/docs/community/community-packages.md b/docs/community/community-packages.md
@@ -1,3 +1,7 @@
+---
+title: "Community Packages"
+---
+
 # Community Packages
 
 The Strands Agents SDK is built on community contributions that extend agent capabilities through custom tools and integrations. If you've built a useful extension for Strands Agents that solves a common problem or integrates with popular services, packaging it for distribution allows other developers to benefit from your work.

diff --git a/docs/community/get-featured.md b/docs/community/get-featured.md
@@ -1,3 +1,7 @@
+---
+title: "Get Featured in the Docs"
+---
+
 # Get Featured in the Docs
 
 Built something useful for Strands Agents? Getting featured in our docs helps other developers discover your work and gives your package visibility across the community.

diff --git a/docs/community/integrations/ag-ui.md b/docs/community/integrations/ag-ui.md
@@ -1,3 +1,7 @@
+---
+title: "Build chat experiences with AG-UI and CopilotKit"
+---
+
 # Build chat experiences with AG-UI and CopilotKit
 
 {{ community_contribution_banner }}

diff --git a/docs/community/model-providers/clova-studio.md b/docs/community/model-providers/clova-studio.md
@@ -1,3 +1,7 @@
+---
+title: "CLOVA Studio"
+---
+
 # CLOVA Studio
 
 {{ community_contribution_banner }}

diff --git a/docs/community/model-providers/cohere.md b/docs/community/model-providers/cohere.md
@@ -1,3 +1,7 @@
+---
+title: "Cohere"
+---
+
 # Cohere
 
 {{ community_contribution_banner }}

diff --git a/docs/community/model-providers/fireworksai.md b/docs/community/model-providers/fireworksai.md
@@ -1,3 +1,7 @@
+---
+title: "FireworksAI"
+---
+
 # FireworksAI
 
 {{ community_contribution_banner }}

diff --git a/docs/community/model-providers/mlx.md b/docs/community/model-providers/mlx.md
@@ -1,3 +1,7 @@
+---
+title: "MLX"
+---
+
 # MLX
 
 {{ community_contribution_banner }}

diff --git a/docs/community/model-providers/nebius-token-factory.md b/docs/community/model-providers/nebius-token-factory.md
@@ -1,3 +1,7 @@
+---
+title: "Nebius Token Factory"
+---
+
 # Nebius Token Factory
 
 {{ community_contribution_banner }}

diff --git a/docs/community/model-providers/nvidia-nim.md b/docs/community/model-providers/nvidia-nim.md
@@ -1,3 +1,7 @@
+---
+title: "NVIDIA NIM"
+---
+
 # NVIDIA NIM
 
 {{ community_contribution_banner }}

diff --git a/docs/community/model-providers/sglang.md b/docs/community/model-providers/sglang.md
@@ -1,3 +1,7 @@
+---
+title: "SGLang"
+---
+
 # SGLang
 
 {{ community_contribution_banner }}

diff --git a/docs/community/session-managers/agentcore-memory.md b/docs/community/session-managers/agentcore-memory.md
@@ -1,3 +1,7 @@
+---
+title: "AgentCore Memory Session Manager"
+---
+
 # AgentCore Memory Session Manager
 
 {{ community_contribution_banner }}

diff --git a/docs/community/session-managers/strands-valkey-session-manager.md b/docs/community/session-managers/strands-valkey-session-manager.md
@@ -1,3 +1,7 @@
+---
+title: "Strands Valkey Session Manager"
+---
+
 # Strands Valkey Session Manager
 
 {{ community_contribution_banner }}

diff --git a/docs/community/tools/strands-deepgram.md b/docs/community/tools/strands-deepgram.md
@@ -1,4 +1,6 @@
 ---
+title: "strands-deepgram"
+
 project:
   pypi: https://pypi.org/project/strands-deepgram/
   github: https://github.com/eraykeskinmac/strands-deepgram

diff --git a/docs/community/tools/strands-hubspot.md b/docs/community/tools/strands-hubspot.md
@@ -1,4 +1,6 @@
 ---
+title: "strands-hubspot"
+
 project:
   pypi: https://pypi.org/project/strands-hubspot/
   github: https://github.com/eraykeskinmac/strands-hubspot

diff --git a/docs/community/tools/strands-teams.md b/docs/community/tools/strands-teams.md
@@ -1,4 +1,6 @@
 ---
+title: "strands-teams"
+
 project:
   pypi: https://pypi.org/project/strands-teams/
   github: https://github.com/eraykeskinmac/strands-teams

diff --git a/docs/community/tools/strands-telegram-listener.md b/docs/community/tools/strands-telegram-listener.md
@@ -1,4 +1,6 @@
 ---
+title: "strands-telegram-listener"
+
 project:
   pypi: https://pypi.org/project/strands-telegram-listener/
   github: https://github.com/eraykeskinmac/strands-telegram-listener

diff --git a/docs/community/tools/strands-telegram.md b/docs/community/tools/strands-telegram.md
@@ -1,4 +1,6 @@
 ---
+title: "strands-telegram"
+
 project:
   pypi: https://pypi.org/project/strands-telegram/
   github: https://github.com/eraykeskinmac/strands-telegram

diff --git a/docs/community/tools/utcp.md b/docs/community/tools/utcp.md
@@ -1,3 +1,7 @@
+---
+title: "Universal Tool Calling Protocol (UTCP)"
+---
+
 # Universal Tool Calling Protocol (UTCP)
 
 {{ community_contribution_banner }}

diff --git a/docs/examples/README.md b/docs/examples/README.md
@@ -1,3 +1,7 @@
+---
+title: "Examples Overview"
+---
+
 # Examples Overview
 
 The examples directory provides a collection of sample implementations to help you get started with building intelligent agents using Strands Agents. This directory contains two main subdirectories: `/examples/python` for Python-based agent examples and `/examples/cdk` for Cloud Development Kit integration examples.

diff --git a/docs/examples/cdk/deploy_to_ec2/README.md b/docs/examples/cdk/deploy_to_ec2/README.md
@@ -1,3 +1,7 @@
+---
+title: "AWS CDK EC2 Deployment Example"
+---
+
 # AWS CDK EC2 Deployment Example
 
 ## Introduction

diff --git a/docs/examples/cdk/deploy_to_fargate/README.md b/docs/examples/cdk/deploy_to_fargate/README.md
@@ -1,3 +1,7 @@
+---
+title: "AWS CDK Fargate Deployment Example"
+---
+
 # AWS CDK Fargate Deployment Example
 
 ## Introduction

diff --git a/docs/examples/cdk/deploy_to_lambda/README.md b/docs/examples/cdk/deploy_to_lambda/README.md
@@ -1,3 +1,7 @@
+---
+title: "AWS CDK Lambda Deployment Example"
+---
+
 # AWS CDK Lambda Deployment Example
 
 ## Introduction

diff --git a/docs/examples/deploy_to_eks/README.md b/docs/examples/deploy_to_eks/README.md
@@ -1,3 +1,7 @@
+---
+title: "Amazon EKS Deployment Example"
+---
+
 # Amazon EKS Deployment Example
 
 ## Introduction

diff --git a/docs/examples/python/agents_workflows.md b/docs/examples/python/agents_workflows.md
@@ -1,3 +1,7 @@
+---
+title: "Agentic Workflow: Research Assistant - Multi-Agent Collaboration Example"
+---
+
 # Agentic Workflow: Research Assistant - Multi-Agent Collaboration Example
 
 This [example](https://github.com/strands-agents/docs/blob/main/docs/examples/python/agents_workflow.py) shows how to create a multi-agent workflow using Strands agents to perform web research, fact-checking, and report generation. It demonstrates specialized agent roles working together in sequence to process information.

diff --git a/docs/examples/python/cli-reference-agent.md b/docs/examples/python/cli-reference-agent.md
@@ -1,3 +1,7 @@
+---
+title: "A CLI reference implementation of a Strands agent"
+---
+
 # A CLI reference implementation of a Strands agent
 
 The Strands CLI is a reference implementation built on top of the Strands SDK. It provides a terminal-based interface for interacting with Strands agents, demonstrating how to make a fully interactive streaming application with the Strands SDK. 

diff --git a/docs/examples/python/file_operations.md b/docs/examples/python/file_operations.md
@@ -1,3 +1,7 @@
+---
+title: "File Operations - Strands Agent for File Management"
+---
+
 # File Operations - Strands Agent for File Management
 
 This [example](https://github.com/strands-agents/docs/blob/main/docs/examples/python/file_operations.py) demonstrates how to create a Strands agent specialized in file operations, allowing users to read, write, search, and modify files through natural language commands. It showcases how Strands agents can be configured to work with the filesystem in a safe and intuitive manner.

diff --git a/docs/examples/python/graph_loops_example.md b/docs/examples/python/graph_loops_example.md
@@ -1,3 +1,7 @@
+---
+title: "🔄 Graph with Loops - Multi-Agent Feedback Cycles"
+---
+
 # 🔄 Graph with Loops - Multi-Agent Feedback Cycles
 
 This [example](https://github.com/strands-agents/docs/blob/main/docs/examples/python/graph_loops_example.py) demonstrates how to create multi-agent graphs with feedback loops using the Strands Agents SDK. It showcases a write-review-improve cycle where content iterates through multiple agents until quality standards are met.

diff --git a/docs/examples/python/knowledge_base_agent.md b/docs/examples/python/knowledge_base_agent.md
@@ -1,3 +1,7 @@
+---
+title: "Knowledge Base Agent - Intelligent Information Storage and Retrieval"
+---
+
 # Knowledge Base Agent - Intelligent Information Storage and Retrieval
 
 This [example](https://github.com/strands-agents/docs/blob/main/docs/examples/python/knowledge_base_agent.py) demonstrates how to create a Strands agent that determines whether to store information to a knowledge base or retrieve information from it based on the user's query. It showcases a code-defined decision-making workflow that routes user inputs to the appropriate action.

diff --git a/docs/examples/python/mcp_calculator.md b/docs/examples/python/mcp_calculator.md
@@ -1,3 +1,7 @@
+---
+title: "MCP Calculator - Model Context Protocol Integration Example"
+---
+
 # MCP Calculator - Model Context Protocol Integration Example
 
 This [example](https://github.com/strands-agents/docs/blob/main/docs/examples/python/mcp_calculator.py) demonstrates how to integrate Strands agents with external tools using the Model Context Protocol (MCP). It shows how to create a simple MCP server that provides calculator functionality and connect a Strands agent to use these tools.

diff --git a/docs/examples/python/memory_agent.md b/docs/examples/python/memory_agent.md
@@ -1,3 +1,7 @@
+---
+title: "🧠 Mem0 Memory Agent - Personalized Context Through Persistent Memory"
+---
+
 # 🧠 Mem0 Memory Agent - Personalized Context Through Persistent Memory
 
 This [example](https://github.com/strands-agents/docs/blob/main/docs/examples/python/memory_agent.py) demonstrates how to create a Strands agent that leverages [mem0.ai](https://mem0.ai) to maintain context across conversations and provide personalized responses. It showcases how to store, retrieve, and utilize memories to create more intelligent and contextual AI interactions.

diff --git a/docs/examples/python/meta_tooling.md b/docs/examples/python/meta_tooling.md
@@ -1,3 +1,7 @@
+---
+title: "Meta-Tooling Example - Strands Agent's Dynamic Tool Creation"
+---
+
 # Meta-Tooling Example - Strands Agent's Dynamic Tool Creation
 
 Meta-tooling refers to the ability of an AI system to create new tools at runtime, rather than being limited to a predefined set of capabilities. The following [example](https://github.com/strands-agents/docs/blob/main/docs/examples/python/meta_tooling.py) demonstrates Strands Agents' meta-tooling capabilities - allowing agents to create, load, and use custom tools at runtime.

diff --git a/docs/examples/python/multi_agent_example/index.md b/docs/examples/python/multi_agent_example/index.md
@@ -1,3 +1,7 @@
+---
+title: "Multi-Agent Example"
+---
+
 # Multi-Agent Example
 
 This directory contains the implementation files for the Multi-Agent Example architecture, where specialized agents work together under the coordination of a central orchestrator.

diff --git a/docs/examples/python/multi_agent_example/multi_agent_example.md b/docs/examples/python/multi_agent_example/multi_agent_example.md
@@ -1,3 +1,7 @@
+---
+title: "Teacher's Assistant - Strands Multi-Agent Architecture Example"
+---
+
 # Teacher's Assistant - Strands Multi-Agent Architecture Example
 
 This [example](https://github.com/strands-agents/docs/blob/main/docs/examples/python/multi_agent_example/teachers_assistant.py) demonstrates how to implement a multi-agent architecture using Strands Agents, where specialized agents work together under the coordination of a central orchestrator. The system uses natural language routing to direct queries to the most appropriate specialized agent based on subject matter expertise.

diff --git a/docs/examples/python/multimodal.md b/docs/examples/python/multimodal.md
@@ -1,3 +1,7 @@
+---
+title: "Multi-modal - Strands Agents for Image Generation and Evaluation"
+---
+
 # Multi-modal - Strands Agents for Image Generation and Evaluation
 
 This [example][example_code] demonstrates how to create a multi-agent system for generating and evaluating images. It shows how Strands agents can work with multimodal content through a workflow between specialized agents.

diff --git a/docs/examples/python/structured_output.md b/docs/examples/python/structured_output.md
@@ -1,3 +1,7 @@
+---
+title: "Structured Output Example"
+---
+
 # Structured Output Example
 
 This example demonstrates how to use Strands' structured output feature to get type-safe, validated responses from language models using [Pydantic](https://docs.pydantic.dev/latest/concepts/models/) models. Instead of raw text that you need to parse manually, you define the exact structure you want and receive a validated Python object.

diff --git a/docs/examples/python/weather_forecaster.md b/docs/examples/python/weather_forecaster.md
@@ -1,3 +1,7 @@
+---
+title: "Weather Forecaster - Strands Agents HTTP Integration Example"
+---
+
 # Weather Forecaster - Strands Agents HTTP Integration Example
 
 This [example](https://github.com/strands-agents/docs/blob/main/docs/examples/python/weather_forecaster.py) demonstrates how to integrate the Strands Agents SDK with tool use, specifically using the `http_request` tool to build a weather forecasting agent that connects with the National Weather Service API. It shows how to combine natural language understanding with API capabilities to retrieve and present weather information.

diff --git a/docs/examples/typescript/deploy_to_bedrock_agentcore/README.md b/docs/examples/typescript/deploy_to_bedrock_agentcore/README.md
@@ -1,3 +1,7 @@
+---
+title: "TypeScript Agent Deployment to Amazon Bedrock AgentCore Runtime"
+---
+
 # TypeScript Agent Deployment to Amazon Bedrock AgentCore Runtime
 
 This example demonstrates deploying a TypeScript-based Strands agent to Amazon Bedrock AgentCore Runtime using Express and Docker.

diff --git a/docs/README.md → docs/index.md b/docs/README.md → docs/index.md
@@ -1,3 +1,7 @@
+---
+title: "Strands Agents SDK"
+---
+
 # Strands Agents SDK
 
 === "Python"

diff --git a/docs/user-guide/concepts/agents/agent-loop.md b/docs/user-guide/concepts/agents/agent-loop.md
@@ -1,3 +1,7 @@
+---
+title: "Agent Loop"
+---
+
 # Agent Loop
 
 A language model can answer questions. An agent can *do things*. The agent loop is what makes that difference possible.

diff --git a/docs/user-guide/concepts/agents/conversation-management.md b/docs/user-guide/concepts/agents/conversation-management.md
@@ -1,3 +1,7 @@
+---
+title: "Conversation Management"
+---
+
 # Conversation Management
 
 In the Strands Agents SDK, context refers to the information provided to the agent for understanding and reasoning. This includes:

diff --git a/docs/user-guide/concepts/agents/hooks.md b/docs/user-guide/concepts/agents/hooks.md
@@ -1,3 +1,7 @@
+---
+title: "Hooks"
+---
+
 # Hooks
 
 Hooks are a composable extensibility mechanism for extending agent functionality by subscribing to events throughout the agent lifecycle. The hook system enables both built-in components and user code to react to or modify agent behavior through strongly-typed event callbacks.

diff --git a/docs/user-guide/concepts/agents/prompts.md b/docs/user-guide/concepts/agents/prompts.md
@@ -1,3 +1,7 @@
+---
+title: "Prompts"
+---
+
 # Prompts
 
 In the Strands Agents SDK, system prompts and user messages are the primary way to communicate with AI models. The SDK provides a flexible system for managing prompts, including both system prompts and user messages.

diff --git a/docs/user-guide/concepts/agents/session-management.md b/docs/user-guide/concepts/agents/session-management.md
@@ -1,3 +1,7 @@
+---
+title: "Session Management"
+---
+
 # Session Management
 
 {{ ts_not_supported("Session Management is not currently supported in the TypeScript SDK, but will be coming soon!") }}

diff --git a/docs/user-guide/concepts/agents/state.md b/docs/user-guide/concepts/agents/state.md
@@ -1,3 +1,7 @@
+---
+title: "State Management"
+---
+
 # State Management
 
 Strands Agents state is maintained in several forms:

diff --git a/docs/user-guide/concepts/agents/structured-output.md b/docs/user-guide/concepts/agents/structured-output.md
@@ -1,3 +1,7 @@
+---
+title: "Structured Output"
+---
+
 # Structured Output
 
 

diff --git a/docs/user-guide/concepts/bidirectional-streaming/agent.md b/docs/user-guide/concepts/bidirectional-streaming/agent.md
@@ -1,3 +1,7 @@
+---
+title: "BidiAgent Experimental"
+---
+
 # BidiAgent [Experimental]
 
 {{ experimental_feature_warning() }}

diff --git a/docs/user-guide/concepts/bidirectional-streaming/events.md b/docs/user-guide/concepts/bidirectional-streaming/events.md
@@ -1,3 +1,7 @@
+---
+title: "Events Experimental"
+---
+
 # Events [Experimental]
 
 {{ experimental_feature_warning() }}

diff --git a/docs/user-guide/concepts/bidirectional-streaming/hooks.md b/docs/user-guide/concepts/bidirectional-streaming/hooks.md
@@ -1,3 +1,7 @@
+---
+title: "Hooks Experimental"
+---
+
 # Hooks [Experimental]
 
 {{ experimental_feature_warning() }}