• Getting Started
    • Integration Capabilities
    • Validation Functions
    • Retrieval-Augmented Generation (RAG)
    • Multi-Agent Workflows
    • File Operations in Mule
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    • Wakes
    • Policy Engine
    • Voice Loop
    • Reflection
    • Forge Conversation Steps
    • Pi RPC Bridge
    • HTTP API Reference
    • GitHub Integration
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    • Creating Your First Agent Workflow
    • Building a Custom WASM Module
    • Async Workflow Execution
    • Git Integration
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      • Available Features
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      • Available Features
      • Feature Overview
      • Next Steps
        • Hands-On Tutorials
        • Configuration & Settings
        • GitHub Integration

    Advanced Features

    article

    Integration Capabilities

    Extending Mule with tools, skills, and WASM modules

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    Validation Functions

    Understanding validation in Mule

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    Retrieval-Augmented Generation (RAG)

    Using RAG patterns to enhance agent responses with external knowledge

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    Multi-Agent Workflows

    Coordinating specialized AI agents for complex tasks

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    File Operations in Mule

    How Mule handles file operations using the FilesystemTool and WASM modules

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    WASM Modules

    Extending Mule with WebAssembly modules for custom workflow steps

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    Wakes

    The wake engine: cron, webhook, event, and job-triggered proactivity for agents and workflows

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    Policy Engine

    Versioned, owner-scoped policy rules that gate every forge tool call with a deterministic …

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    Voice Loop

    The full-duplex voice_call workflow step: VAD, STT, agent turn, and TTS over two WebSockets, with …

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    Reflection

    The memory reflection loop: episodes from forge become reviewed belief diffs through a mule workflow …

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    Forge Conversation Steps

    The forge_conversation workflow step type: addressing a long-lived forge agent conversation, posting …

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    Pi RPC Bridge

    How Mule runs agents on the pi runtime: the pirc subprocess bridge, RPC commands, event mapping, and …

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    HTTP API Reference

    Complete reference for Mule's REST surface: the OpenAI-compatible /v1 endpoints, all /api/v1 …