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site_name: Strands Agents SDK
site_description: Documentation for Strands Agents, a simple-to-use, code-first, lightweight library for building AI agents
site_dir: site
site_url: https://strandsagents.com
repo_url: https://github.com/strands-agents/sdk-python
theme:
name: material
custom_dir: overrides
logo: assets/logo-light.svg # Safari doesn't support <style> tags inside SVGs so we need to a light and a dark SVG
logo_dark: assets/logo-dark.svg # Safari doesn't support <style> tags inside SVGs so we need to a light and a dark SVG
favicon: assets/logo-auto.svg
favicon_png: assets/logo-light.png # Safari doesn't support SVG favicons
palette:
# Palette toggle for light mode
- media: "(prefers-color-scheme: light)"
primary: custom
scheme: default
toggle:
icon: material/brightness-7
name: Switch to dark mode
# Palette toggle for dark mode
- media: "(prefers-color-scheme: dark)"
primary: custom
scheme: slate
toggle:
icon: material/brightness-4
name: Switch to light mode
features:
- content.code.copy
- content.code.select
- navigation.instant
- navigation.instant.prefetch
- navigation.instant.progress
- navigation.tabs
- navigation.tabs.sticky
- navigation.sections
- navigation.top
- search.highlight
- content.code.copy
markdown_extensions:
- admonition
- codehilite
- pymdownx.highlight
- pymdownx.tabbed
- pymdownx.details
- pymdownx.emoji
- tables
- pymdownx.superfences:
custom_fences:
- name: mermaid
class: mermaid
format: !!python/name:pymdownx.superfences.fence_code_format
- toc:
title: On this page
permalink: true
extra_css:
- stylesheets/extra.css
extra_javascript:
# Workaround for site_url breaking mermaid rendering; see the following for more info:
# https://github.com/squidfunk/mkdocs-material/issues/3742#issuecomment-1076068038
- https://unpkg.com/mermaid@11/dist/mermaid.min.js
nav:
- User Guide:
- Welcome: README.md
- Quickstart: user-guide/quickstart.md
- Concepts:
- Agents:
- Agent Loop: user-guide/concepts/agents/agent-loop.md
- Sessions & State: user-guide/concepts/agents/sessions-state.md
- Prompts: user-guide/concepts/agents/prompts.md
- Context Management: user-guide/concepts/agents/context-management.md
- Tools:
- Overview: user-guide/concepts/tools/tools_overview.md
- Python: user-guide/concepts/tools/python-tools.md
- Model Context Protocol (MCP): user-guide/concepts/tools/mcp-tools.md
- Example Tools Package: user-guide/concepts/tools/example-tools-package.md
- Model Providers:
- Amazon Bedrock: user-guide/concepts/model-providers/amazon-bedrock.md
- Anthropic: user-guide/concepts/model-providers/anthropic.md
- LiteLLM: user-guide/concepts/model-providers/litellm.md
- LlamaAPI: user-guide/concepts/model-providers/llamaapi.md
- Ollama: user-guide/concepts/model-providers/ollama.md
- OpenAI: user-guide/concepts/model-providers/openai.md
- Custom Providers: user-guide/concepts/model-providers/custom_model_provider.md
- Streaming:
- Async Iterators: user-guide/concepts/streaming/async-iterators.md
- Callback Handlers: user-guide/concepts/streaming/callback-handlers.md
- Multi-agent:
- Agents as Tools: user-guide/concepts/multi-agent/agents-as-tools.md
- Swarm: user-guide/concepts/multi-agent/swarm.md
- Graph: user-guide/concepts/multi-agent/graph.md
- Workflow: user-guide/concepts/multi-agent/workflow.md
- Safety & Security:
- Responsible AI: user-guide/safety-security/responsible-ai.md
- Guardrails: user-guide/safety-security/guardrails.md
- Prompt Engineering: user-guide/safety-security/prompt-engineering.md
- Observability & Evaluation:
- Observability: user-guide/observability-evaluation/observability.md
- Metrics: user-guide/observability-evaluation/metrics.md
- Traces: user-guide/observability-evaluation/traces.md
- Logs: user-guide/observability-evaluation/logs.md
- Evaluation: user-guide/observability-evaluation/evaluation.md
- Deploy:
- Operating Agents in Production: user-guide/deploy/operating-agents-in-production.md
- AWS Lambda: user-guide/deploy/deploy_to_aws_lambda.md
- AWS Fargate: user-guide/deploy/deploy_to_aws_fargate.md
- Amazon EKS: user-guide/deploy/deploy_to_amazon_eks.md
- Amazon EC2: user-guide/deploy/deploy_to_amazon_ec2.md
- Examples:
- Overview: examples/README.md
- CLI Reference Agent Implementation: examples/python/cli-reference-agent.md
- Weather Forecaster: examples/python/weather_forecaster.md
- Memory Agent: examples/python/memory_agent.md
- File Operations: examples/python/file_operations.md
- Agents Workflows: examples/python/agents_workflows.md
- Knowledge-Base Workflow: examples/python/knowledge_base_agent.md
- Multi Agents: examples/python/multi_agent_example/multi_agent_example.md
- Meta Tooling: examples/python/meta_tooling.md
- MCP: examples/python/mcp_calculator.md
- Contribute ❤️: https://github.com/strands-agents/sdk-python/blob/main/CONTRIBUTING.md
- API Reference:
- Agent: api-reference/agent.md
- Event Loop: api-reference/event-loop.md
- Handlers: api-reference/handlers.md
- Models: api-reference/models.md
- Telemetry: api-reference/telemetry.md
- Tools: api-reference/tools.md
- Types: api-reference/types.md
exclude_docs: |
node_modules
.venv
_dependencies
plugins:
- search
- privacy
- macros
- mike:
alias_type: symlink
canonical_version: latest
- mkdocstrings:
handlers:
python:
options:
docstring_style: google
show_root_heading: true
show_source: true
- llmstxt:
sections:
User Guide:
- README.md
- user-guide/**/*.md
Examples:
- examples/**/*.md
API Reference:
- api-reference/*.md
extra:
social:
- icon: fontawesome/brands/github
version:
provider: mike
# Variables
docs_repo: https://github.com/strands-agents/docs/tree/main
sdk_pypi: https://pypi.org/project/strands-agents/
sdk_repo: https://github.com/strands-agents/sdk-python/blob/main
sdk_repo_home: https://github.com/strands-agents/sdk-python
tools_pypi: https://pypi.org/project/strands-agents-tools/
tools_repo: https://github.com/strands-agents/tools/blob/main
tools_repo_home: https://github.com/strands-agents/tools
agent_builder_pypi: https://pypi.org/project/strands-agents-builder/
agent_builder_repo_home: https://github.com/strands-agents/agent-builder
link_strands_tools: "[`strands-agents-tools`](https://github.com/strands-agents/tools)"
link_strands_builder: "[`strands-agents-builder`](https://github.com/strands-agents/agent-builder)"
validation:
nav:
omitted_files: info
not_found: warn
absolute_links: warn
links:
not_found: warn
anchors: warn
absolute_links: warn
unrecognized_links: warn