What is Playbooks AI?

Playbooks AI is a novel framework for building AI agents using Natural Language Programming.

• A new "english-like", semantically interpreted programming language
• Runtime for reliable, auditable and verifiable execution of complex prompts and workflows
• Seamless composition of complex workflows across natural language and Python

Get started:
pip install playbooks

Quickstart Tutorials Playbooks Language

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Learn more

• Natural Language Programming

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  Create AI agents using natural language, with Markdown playbooks for step-by-step instructions, suitable for prescribed business processes. Mix prescribed workflows with dynamic planning.

  Learn about Playbooks Language

• Python Integration

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  Turn any async Python function into a playbook with the @playbook decorator. Call other playbooks (including natural language playbooks) from Python and vice versa.

  Explore Python Playbooks

• Multi-Agent Architecture

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  Natively support multi-agent systems with agent-to-agent calls and messaging. Enable natural language message passing and multi-turn dialogue between agents with direct playbook invocation.

  Discover Multi-Agent Systems

• Event-Driven Programming

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  Use triggers for declarative event-driven programming. Playbooks are dynamically invoked when specified conditions are met, including temporal, state-based, execution flow, user interaction, and external events.

  Explore Triggers

• Execution Observability

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  Playbooks framework tracks call stack and variables. Step-by-step execution is verified using static analysis of the program, with fully inspectable LLM program execution.

  Learn about Observability

• Artifacts and State Management

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  Store and retrieve data with artifacts. Manage state across playbook executions and between agents.

  Manage Artifacts