mirror of https://github.com/aliasrobotics/cai.git
3506 lines
97 KiB
HTML
3506 lines
97 KiB
HTML
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<meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.6.11">
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<title>Pipeline - CAI</title>
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<script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
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</head>
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<div data-md-component="skip">
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Skip to content
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<header class="md-header md-header--shadow" data-md-component="header">
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<nav class="md-header__inner md-grid" aria-label="Header">
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<a href="../../.." title="CAI" class="md-header__button md-logo" aria-label="CAI" data-md-component="logo">
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<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
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CAI
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<span class="md-ellipsis">
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Pipeline
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Initializing search
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<div class="md-header__source">
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<a href="https://github.com/aliasrobotics/cai" title="Go to repository" class="md-source" data-md-component="source">
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<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 496 512"><!--! Font Awesome Free 6.7.2 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M165.9 397.4c0 2-2.3 3.6-5.2 3.6-3.3.3-5.6-1.3-5.6-3.6 0-2 2.3-3.6 5.2-3.6 3-.3 5.6 1.3 5.6 3.6m-31.1-4.5c-.7 2 1.3 4.3 4.3 4.9 2.6 1 5.6 0 6.2-2s-1.3-4.3-4.3-5.2c-2.6-.7-5.5.3-6.2 2.3m44.2-1.7c-2.9.7-4.9 2.6-4.6 4.9.3 2 2.9 3.3 5.9 2.6 2.9-.7 4.9-2.6 4.6-4.6-.3-1.9-3-3.2-5.9-2.9M244.8 8C106.1 8 0 113.3 0 252c0 110.9 69.8 205.8 169.5 239.2 12.8 2.3 17.3-5.6 17.3-12.1 0-6.2-.3-40.4-.3-61.4 0 0-70 15-84.7-29.8 0 0-11.4-29.1-27.8-36.6 0 0-22.9-15.7 1.6-15.4 0 0 24.9 2 38.6 25.8 21.9 38.6 58.6 27.5 72.9 20.9 2.3-16 8.8-27.1 16-33.7-55.9-6.2-112.3-14.3-112.3-110.5 0-27.5 7.6-41.3 23.6-58.9-2.6-6.5-11.1-33.3 2.6-67.9 20.9-6.5 69 27 69 27 20-5.6 41.5-8.5 62.8-8.5s42.8 2.9 62.8 8.5c0 0 48.1-33.6 69-27 13.7 34.7 5.2 61.4 2.6 67.9 16 17.7 25.8 31.5 25.8 58.9 0 96.5-58.9 104.2-114.8 110.5 9.2 7.9 17 22.9 17 46.4 0 33.7-.3 75.4-.3 83.6 0 6.5 4.6 14.4 17.3 12.1C428.2 457.8 496 362.9 496 252 496 113.3 383.5 8 244.8 8M97.2 352.9c-1.3 1-1 3.3.7 5.2 1.6 1.6 3.9 2.3 5.2 1 1.3-1 1-3.3-.7-5.2-1.6-1.6-3.9-2.3-5.2-1m-10.8-8.1c-.7 1.3.3 2.9 2.3 3.9 1.6 1 3.6.7 4.3-.7.7-1.3-.3-2.9-2.3-3.9-2-.6-3.6-.3-4.3.7m32.4 35.6c-1.6 1.3-1 4.3 1.3 6.2 2.3 2.3 5.2 2.6 6.5 1 1.3-1.3.7-4.3-1.3-6.2-2.2-2.3-5.2-2.6-6.5-1m-11.4-14.7c-1.6 1-1.6 3.6 0 5.9s4.3 3.3 5.6 2.3c1.6-1.3 1.6-3.9 0-6.2-1.4-2.3-4-3.3-5.6-2"/></svg>
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</div>
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<div class="md-source__repository">
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aliasrobotics/cai
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</div>
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</a>
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</div>
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</nav>
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</header>
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<div class="md-container" data-md-component="container">
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<main class="md-main" data-md-component="main">
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<div class="md-main__inner md-grid">
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<div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" >
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<nav class="md-nav md-nav--primary" aria-label="Navigation" data-md-level="0">
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<img src="../../../assets/imago.png" alt="logo">
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</a>
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CAI
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<div class="md-nav__source">
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<a href="https://github.com/aliasrobotics/cai" title="Go to repository" class="md-source" data-md-component="source">
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<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 496 512"><!--! Font Awesome Free 6.7.2 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M165.9 397.4c0 2-2.3 3.6-5.2 3.6-3.3.3-5.6-1.3-5.6-3.6 0-2 2.3-3.6 5.2-3.6 3-.3 5.6 1.3 5.6 3.6m-31.1-4.5c-.7 2 1.3 4.3 4.3 4.9 2.6 1 5.6 0 6.2-2s-1.3-4.3-4.3-5.2c-2.6-.7-5.5.3-6.2 2.3m44.2-1.7c-2.9.7-4.9 2.6-4.6 4.9.3 2 2.9 3.3 5.9 2.6 2.9-.7 4.9-2.6 4.6-4.6-.3-1.9-3-3.2-5.9-2.9M244.8 8C106.1 8 0 113.3 0 252c0 110.9 69.8 205.8 169.5 239.2 12.8 2.3 17.3-5.6 17.3-12.1 0-6.2-.3-40.4-.3-61.4 0 0-70 15-84.7-29.8 0 0-11.4-29.1-27.8-36.6 0 0-22.9-15.7 1.6-15.4 0 0 24.9 2 38.6 25.8 21.9 38.6 58.6 27.5 72.9 20.9 2.3-16 8.8-27.1 16-33.7-55.9-6.2-112.3-14.3-112.3-110.5 0-27.5 7.6-41.3 23.6-58.9-2.6-6.5-11.1-33.3 2.6-67.9 20.9-6.5 69 27 69 27 20-5.6 41.5-8.5 62.8-8.5s42.8 2.9 62.8 8.5c0 0 48.1-33.6 69-27 13.7 34.7 5.2 61.4 2.6 67.9 16 17.7 25.8 31.5 25.8 58.9 0 96.5-58.9 104.2-114.8 110.5 9.2 7.9 17 22.9 17 46.4 0 33.7-.3 75.4-.3 83.6 0 6.5 4.6 14.4 17.3 12.1C428.2 457.8 496 362.9 496 252 496 113.3 383.5 8 244.8 8M97.2 352.9c-1.3 1-1 3.3.7 5.2 1.6 1.6 3.9 2.3 5.2 1 1.3-1 1-3.3-.7-5.2-1.6-1.6-3.9-2.3-5.2-1m-10.8-8.1c-.7 1.3.3 2.9 2.3 3.9 1.6 1 3.6.7 4.3-.7.7-1.3-.3-2.9-2.3-3.9-2-.6-3.6-.3-4.3.7m32.4 35.6c-1.6 1.3-1 4.3 1.3 6.2 2.3 2.3 5.2 2.6 6.5 1 1.3-1.3.7-4.3-1.3-6.2-2.2-2.3-5.2-2.6-6.5-1m-11.4-14.7c-1.6 1-1.6 3.6 0 5.9s4.3 3.3 5.6 2.3c1.6-1.3 1.6-3.9 0-6.2-1.4-2.3-4-3.3-5.6-2"/></svg>
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</div>
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<div class="md-source__repository">
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aliasrobotics/cai
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</div>
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</a>
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</div>
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<ul class="md-nav__list" data-md-scrollfix>
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Getting Started
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<nav class="md-nav" data-md-level="1" aria-labelledby="__nav_1_label" aria-expanded="false">
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Getting Started
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Welcome
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<li class="md-nav__item">
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Installation
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Quickstart
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<li class="md-nav__item">
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Available Models
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</a>
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Model Providers
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<span class="md-nav__icon md-icon"></span>
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</label>
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<nav class="md-nav" data-md-level="2" aria-labelledby="__nav_1_5_label" aria-expanded="false">
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<span class="md-nav__icon md-icon"></span>
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Model Providers
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OpenRouter
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Ollama
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</a>
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Azure OpenAI
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Operator Artifact Evidence
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<li class="md-nav__item md-nav__item--section md-nav__item--nested">
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<input class="md-nav__toggle md-toggle md-toggle--indeterminate" type="checkbox" id="__nav_8" >
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<label class="md-nav__link" for="__nav_8" id="__nav_8_label" tabindex="">
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<span class="md-ellipsis">
|
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Mobile UI (iOS)
|
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</span>
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<span class="md-nav__icon md-icon"></span>
|
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</label>
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<nav class="md-nav" data-md-level="1" aria-labelledby="__nav_8_label" aria-expanded="false">
|
|
<label class="md-nav__title" for="__nav_8">
|
|
<span class="md-nav__icon md-icon"></span>
|
|
Mobile UI (iOS)
|
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</label>
|
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<ul class="md-nav__list" data-md-scrollfix>
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<li class="md-nav__item">
|
|
<a href="../../../mui/mui_index/" class="md-nav__link">
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<span class="md-ellipsis">
|
|
Overview
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</span>
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|
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</a>
|
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</li>
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<li class="md-nav__item">
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|
<a href="../../../mui/getting_started/" class="md-nav__link">
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<span class="md-ellipsis">
|
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Getting Started
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</span>
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|
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</a>
|
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</li>
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<li class="md-nav__item">
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<a href="../../../mui/user_interface/" class="md-nav__link">
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<span class="md-ellipsis">
|
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User Interface
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</span>
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</a>
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</li>
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<li class="md-nav__item">
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<a href="../../../mui/gestures_shortcuts/" class="md-nav__link">
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<span class="md-ellipsis">
|
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Gestures & Shortcuts
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</span>
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</a>
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</li>
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<li class="md-nav__item">
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<a href="../../../mui/chat_features/" class="md-nav__link">
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<span class="md-ellipsis">
|
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Chat Features
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</span>
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</a>
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</li>
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</ul>
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</nav>
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</li>
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<li class="md-nav__item md-nav__item--section md-nav__item--nested">
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<input class="md-nav__toggle md-toggle md-toggle--indeterminate" type="checkbox" id="__nav_9" >
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<label class="md-nav__link" for="__nav_9" id="__nav_9_label" tabindex="">
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|
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<span class="md-ellipsis">
|
|
Terminal UI (TUI) - Deprecated
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|
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</span>
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|
|
<span class="md-nav__icon md-icon"></span>
|
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</label>
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<nav class="md-nav" data-md-level="1" aria-labelledby="__nav_9_label" aria-expanded="false">
|
|
<label class="md-nav__title" for="__nav_9">
|
|
<span class="md-nav__icon md-icon"></span>
|
|
Terminal UI (TUI) - Deprecated
|
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</label>
|
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<ul class="md-nav__list" data-md-scrollfix>
|
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<li class="md-nav__item">
|
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<a href="../../../tui/tui_index/" class="md-nav__link">
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|
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<span class="md-ellipsis">
|
|
Overview
|
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|
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</span>
|
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|
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</a>
|
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</li>
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<li class="md-nav__item">
|
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<a href="../../../tui/getting_started/" class="md-nav__link">
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|
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<span class="md-ellipsis">
|
|
Getting Started
|
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|
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</span>
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|
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</a>
|
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</li>
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<li class="md-nav__item">
|
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<a href="../../../tui/user_interface/" class="md-nav__link">
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|
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<span class="md-ellipsis">
|
|
User Interface
|
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</span>
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</a>
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</li>
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<li class="md-nav__item">
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<a href="../../../tui/terminals_management/" class="md-nav__link">
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<span class="md-ellipsis">
|
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Terminals Management
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</span>
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</a>
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</li>
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<li class="md-nav__item">
|
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<a href="../../../tui/teams_and_parallel_execution/" class="md-nav__link">
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<span class="md-ellipsis">
|
|
Teams & Parallel Execution
|
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</span>
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</a>
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</li>
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<li class="md-nav__item">
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<a href="../../../tui/sidebar_features/" class="md-nav__link">
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<span class="md-ellipsis">
|
|
Sidebar Features
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</span>
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</a>
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</li>
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<li class="md-nav__item">
|
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<a href="../../../tui/keyboard_shortcuts/" class="md-nav__link">
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<span class="md-ellipsis">
|
|
Keyboard Shortcuts
|
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|
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</span>
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</a>
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</li>
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<li class="md-nav__item">
|
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<a href="../../../tui/commands_reference/" class="md-nav__link">
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<span class="md-ellipsis">
|
|
Commands Reference
|
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</span>
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</a>
|
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</li>
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<li class="md-nav__item">
|
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<a href="../../../tui/advanced_features/" class="md-nav__link">
|
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|
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<span class="md-ellipsis">
|
|
Advanced Features
|
|
|
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</span>
|
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</a>
|
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</li>
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<li class="md-nav__item">
|
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<a href="../../../tui/troubleshooting/" class="md-nav__link">
|
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|
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<span class="md-ellipsis">
|
|
Troubleshooting
|
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|
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</span>
|
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|
|
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</a>
|
|
</li>
|
|
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</ul>
|
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</nav>
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</li>
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<li class="md-nav__item md-nav__item--section md-nav__item--nested">
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|
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<input class="md-nav__toggle md-toggle md-toggle--indeterminate" type="checkbox" id="__nav_10" >
|
|
|
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|
|
<label class="md-nav__link" for="__nav_10" id="__nav_10_label" tabindex="">
|
|
|
|
|
|
|
|
<span class="md-ellipsis">
|
|
API Reference
|
|
|
|
</span>
|
|
|
|
|
|
<span class="md-nav__icon md-icon"></span>
|
|
</label>
|
|
|
|
<nav class="md-nav" data-md-level="1" aria-labelledby="__nav_10_label" aria-expanded="false">
|
|
<label class="md-nav__title" for="__nav_10">
|
|
<span class="md-nav__icon md-icon"></span>
|
|
API Reference
|
|
</label>
|
|
<ul class="md-nav__list" data-md-scrollfix>
|
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<li class="md-nav__item md-nav__item--nested">
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|
|
<input class="md-nav__toggle md-toggle md-toggle--indeterminate" type="checkbox" id="__nav_10_1" >
|
|
|
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|
|
<label class="md-nav__link" for="__nav_10_1" id="__nav_10_1_label" tabindex="0">
|
|
|
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|
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|
|
<span class="md-ellipsis">
|
|
Agents
|
|
|
|
</span>
|
|
|
|
|
|
<span class="md-nav__icon md-icon"></span>
|
|
</label>
|
|
|
|
<nav class="md-nav" data-md-level="2" aria-labelledby="__nav_10_1_label" aria-expanded="false">
|
|
<label class="md-nav__title" for="__nav_10_1">
|
|
<span class="md-nav__icon md-icon"></span>
|
|
Agents
|
|
</label>
|
|
<ul class="md-nav__list" data-md-scrollfix>
|
|
|
|
|
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|
|
<li class="md-nav__item">
|
|
<a href="../../agent/" class="md-nav__link">
|
|
|
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|
|
|
|
<span class="md-ellipsis">
|
|
Agent
|
|
|
|
</span>
|
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|
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|
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</a>
|
|
</li>
|
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<li class="md-nav__item">
|
|
<a href="../../run/" class="md-nav__link">
|
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|
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<span class="md-ellipsis">
|
|
Runner
|
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|
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</span>
|
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|
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|
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</a>
|
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</li>
|
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<li class="md-nav__item">
|
|
<a href="../../tool/" class="md-nav__link">
|
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|
|
<span class="md-ellipsis">
|
|
Tool
|
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|
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</span>
|
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|
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</a>
|
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</li>
|
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<li class="md-nav__item">
|
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<a href="../../result/" class="md-nav__link">
|
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|
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<span class="md-ellipsis">
|
|
Result
|
|
|
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</span>
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|
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|
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</a>
|
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</li>
|
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<li class="md-nav__item">
|
|
<a href="../../stream_events/" class="md-nav__link">
|
|
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|
|
|
<span class="md-ellipsis">
|
|
Stream Events
|
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|
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</span>
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</a>
|
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</li>
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<li class="md-nav__item">
|
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<a href="../../handoffs/" class="md-nav__link">
|
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|
|
|
<span class="md-ellipsis">
|
|
Handoffs
|
|
|
|
</span>
|
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</a>
|
|
</li>
|
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<li class="md-nav__item">
|
|
<a href="../../lifecycle/" class="md-nav__link">
|
|
|
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|
|
|
|
<span class="md-ellipsis">
|
|
Lifecycle
|
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|
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</span>
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|
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</a>
|
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</li>
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<li class="md-nav__item">
|
|
<a href="../../items/" class="md-nav__link">
|
|
|
|
|
|
|
|
<span class="md-ellipsis">
|
|
Items
|
|
|
|
</span>
|
|
|
|
|
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</a>
|
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</li>
|
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<li class="md-nav__item">
|
|
<a href="../../run_context/" class="md-nav__link">
|
|
|
|
|
|
|
|
<span class="md-ellipsis">
|
|
Run Context
|
|
|
|
</span>
|
|
|
|
|
|
</a>
|
|
</li>
|
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|
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<li class="md-nav__item">
|
|
<a href="../../usage/" class="md-nav__link">
|
|
|
|
|
|
|
|
<span class="md-ellipsis">
|
|
Usage
|
|
|
|
</span>
|
|
|
|
|
|
</a>
|
|
</li>
|
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<li class="md-nav__item">
|
|
<a href="../../exceptions/" class="md-nav__link">
|
|
|
|
|
|
|
|
<span class="md-ellipsis">
|
|
Exceptions
|
|
|
|
</span>
|
|
|
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|
|
</a>
|
|
</li>
|
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<li class="md-nav__item">
|
|
<a href="../../guardrail/" class="md-nav__link">
|
|
|
|
|
|
|
|
<span class="md-ellipsis">
|
|
Guardrail
|
|
|
|
</span>
|
|
|
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|
|
</a>
|
|
</li>
|
|
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<li class="md-nav__item">
|
|
<a href="../../model_settings/" class="md-nav__link">
|
|
|
|
|
|
|
|
<span class="md-ellipsis">
|
|
Model Settings
|
|
|
|
</span>
|
|
|
|
|
|
</a>
|
|
</li>
|
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<li class="md-nav__item">
|
|
<a href="../../agent_output/" class="md-nav__link">
|
|
|
|
|
|
|
|
<span class="md-ellipsis">
|
|
Agent Output
|
|
|
|
</span>
|
|
|
|
|
|
</a>
|
|
</li>
|
|
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<li class="md-nav__item">
|
|
<a href="../../function_schema/" class="md-nav__link">
|
|
|
|
|
|
|
|
<span class="md-ellipsis">
|
|
Function Schema
|
|
|
|
</span>
|
|
|
|
|
|
</a>
|
|
</li>
|
|
|
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|
|
|
|
</ul>
|
|
</nav>
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</li>
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<h1 id="pipeline"><code>Pipeline</code></h1>
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<p>An opinionated voice agent pipeline. It works in three steps:
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1. Transcribe audio input into text.
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2. Run the provided <code>workflow</code>, which produces a sequence of text responses.
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3. Convert the text responses into streaming audio output.</p>
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<summary>Source code in <code>src/cai/sdk/agents/voice/pipeline.py</code></summary>
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<span class="normal">151</span></pre></div></td><td class="code"><div><pre><span></span><code><span id="__span-0-15"><span class="k">class</span><span class="w"> </span><span class="nc">VoicePipeline</span><span class="p">:</span>
|
|
</span><span id="__span-0-16"><span class="w"> </span><span class="sd">"""An opinionated voice agent pipeline. It works in three steps:</span>
|
|
</span><span id="__span-0-17"><span class="sd"> 1. Transcribe audio input into text.</span>
|
|
</span><span id="__span-0-18"><span class="sd"> 2. Run the provided `workflow`, which produces a sequence of text responses.</span>
|
|
</span><span id="__span-0-19"><span class="sd"> 3. Convert the text responses into streaming audio output.</span>
|
|
</span><span id="__span-0-20"><span class="sd"> """</span>
|
|
</span><span id="__span-0-21">
|
|
</span><span id="__span-0-22"> <span class="k">def</span><span class="w"> </span><span class="fm">__init__</span><span class="p">(</span>
|
|
</span><span id="__span-0-23"> <span class="bp">self</span><span class="p">,</span>
|
|
</span><span id="__span-0-24"> <span class="o">*</span><span class="p">,</span>
|
|
</span><span id="__span-0-25"> <span class="n">workflow</span><span class="p">:</span> <span class="n">VoiceWorkflowBase</span><span class="p">,</span>
|
|
</span><span id="__span-0-26"> <span class="n">stt_model</span><span class="p">:</span> <span class="n">STTModel</span> <span class="o">|</span> <span class="nb">str</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
|
|
</span><span id="__span-0-27"> <span class="n">tts_model</span><span class="p">:</span> <span class="n">TTSModel</span> <span class="o">|</span> <span class="nb">str</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
|
|
</span><span id="__span-0-28"> <span class="n">config</span><span class="p">:</span> <span class="n">VoicePipelineConfig</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
|
|
</span><span id="__span-0-29"> <span class="p">):</span>
|
|
</span><span id="__span-0-30"><span class="w"> </span><span class="sd">"""Create a new voice pipeline.</span>
|
|
</span><span id="__span-0-31">
|
|
</span><span id="__span-0-32"><span class="sd"> Args:</span>
|
|
</span><span id="__span-0-33"><span class="sd"> workflow: The workflow to run. See `VoiceWorkflowBase`.</span>
|
|
</span><span id="__span-0-34"><span class="sd"> stt_model: The speech-to-text model to use. If not provided, a default OpenAI</span>
|
|
</span><span id="__span-0-35"><span class="sd"> model will be used.</span>
|
|
</span><span id="__span-0-36"><span class="sd"> tts_model: The text-to-speech model to use. If not provided, a default OpenAI</span>
|
|
</span><span id="__span-0-37"><span class="sd"> model will be used.</span>
|
|
</span><span id="__span-0-38"><span class="sd"> config: The pipeline configuration. If not provided, a default configuration will be</span>
|
|
</span><span id="__span-0-39"><span class="sd"> used.</span>
|
|
</span><span id="__span-0-40"><span class="sd"> """</span>
|
|
</span><span id="__span-0-41"> <span class="bp">self</span><span class="o">.</span><span class="n">workflow</span> <span class="o">=</span> <span class="n">workflow</span>
|
|
</span><span id="__span-0-42"> <span class="bp">self</span><span class="o">.</span><span class="n">stt_model</span> <span class="o">=</span> <span class="n">stt_model</span> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">stt_model</span><span class="p">,</span> <span class="n">STTModel</span><span class="p">)</span> <span class="k">else</span> <span class="kc">None</span>
|
|
</span><span id="__span-0-43"> <span class="bp">self</span><span class="o">.</span><span class="n">tts_model</span> <span class="o">=</span> <span class="n">tts_model</span> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">tts_model</span><span class="p">,</span> <span class="n">TTSModel</span><span class="p">)</span> <span class="k">else</span> <span class="kc">None</span>
|
|
</span><span id="__span-0-44"> <span class="bp">self</span><span class="o">.</span><span class="n">_stt_model_name</span> <span class="o">=</span> <span class="n">stt_model</span> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">stt_model</span><span class="p">,</span> <span class="nb">str</span><span class="p">)</span> <span class="k">else</span> <span class="kc">None</span>
|
|
</span><span id="__span-0-45"> <span class="bp">self</span><span class="o">.</span><span class="n">_tts_model_name</span> <span class="o">=</span> <span class="n">tts_model</span> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">tts_model</span><span class="p">,</span> <span class="nb">str</span><span class="p">)</span> <span class="k">else</span> <span class="kc">None</span>
|
|
</span><span id="__span-0-46"> <span class="bp">self</span><span class="o">.</span><span class="n">config</span> <span class="o">=</span> <span class="n">config</span> <span class="ow">or</span> <span class="n">VoicePipelineConfig</span><span class="p">()</span>
|
|
</span><span id="__span-0-47">
|
|
</span><span id="__span-0-48"> <span class="k">async</span> <span class="k">def</span><span class="w"> </span><span class="nf">run</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">audio_input</span><span class="p">:</span> <span class="n">AudioInput</span> <span class="o">|</span> <span class="n">StreamedAudioInput</span><span class="p">)</span> <span class="o">-></span> <span class="n">StreamedAudioResult</span><span class="p">:</span>
|
|
</span><span id="__span-0-49"><span class="w"> </span><span class="sd">"""Run the voice pipeline.</span>
|
|
</span><span id="__span-0-50">
|
|
</span><span id="__span-0-51"><span class="sd"> Args:</span>
|
|
</span><span id="__span-0-52"><span class="sd"> audio_input: The audio input to process. This can either be an `AudioInput` instance,</span>
|
|
</span><span id="__span-0-53"><span class="sd"> which is a single static buffer, or a `StreamedAudioInput` instance, which is a</span>
|
|
</span><span id="__span-0-54"><span class="sd"> stream of audio data that you can append to.</span>
|
|
</span><span id="__span-0-55">
|
|
</span><span id="__span-0-56"><span class="sd"> Returns:</span>
|
|
</span><span id="__span-0-57"><span class="sd"> A `StreamedAudioResult` instance. You can use this object to stream audio events and</span>
|
|
</span><span id="__span-0-58"><span class="sd"> play them out.</span>
|
|
</span><span id="__span-0-59"><span class="sd"> """</span>
|
|
</span><span id="__span-0-60"> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">audio_input</span><span class="p">,</span> <span class="n">AudioInput</span><span class="p">):</span>
|
|
</span><span id="__span-0-61"> <span class="k">return</span> <span class="k">await</span> <span class="bp">self</span><span class="o">.</span><span class="n">_run_single_turn</span><span class="p">(</span><span class="n">audio_input</span><span class="p">)</span>
|
|
</span><span id="__span-0-62"> <span class="k">elif</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">audio_input</span><span class="p">,</span> <span class="n">StreamedAudioInput</span><span class="p">):</span>
|
|
</span><span id="__span-0-63"> <span class="k">return</span> <span class="k">await</span> <span class="bp">self</span><span class="o">.</span><span class="n">_run_multi_turn</span><span class="p">(</span><span class="n">audio_input</span><span class="p">)</span>
|
|
</span><span id="__span-0-64"> <span class="k">else</span><span class="p">:</span>
|
|
</span><span id="__span-0-65"> <span class="k">raise</span> <span class="n">UserError</span><span class="p">(</span><span class="sa">f</span><span class="s2">"Unsupported audio input type: </span><span class="si">{</span><span class="nb">type</span><span class="p">(</span><span class="n">audio_input</span><span class="p">)</span><span class="si">}</span><span class="s2">"</span><span class="p">)</span>
|
|
</span><span id="__span-0-66">
|
|
</span><span id="__span-0-67"> <span class="k">def</span><span class="w"> </span><span class="nf">_get_tts_model</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-></span> <span class="n">TTSModel</span><span class="p">:</span>
|
|
</span><span id="__span-0-68"> <span class="k">if</span> <span class="ow">not</span> <span class="bp">self</span><span class="o">.</span><span class="n">tts_model</span><span class="p">:</span>
|
|
</span><span id="__span-0-69"> <span class="bp">self</span><span class="o">.</span><span class="n">tts_model</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">config</span><span class="o">.</span><span class="n">model_provider</span><span class="o">.</span><span class="n">get_tts_model</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">_tts_model_name</span><span class="p">)</span>
|
|
</span><span id="__span-0-70"> <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">tts_model</span>
|
|
</span><span id="__span-0-71">
|
|
</span><span id="__span-0-72"> <span class="k">def</span><span class="w"> </span><span class="nf">_get_stt_model</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-></span> <span class="n">STTModel</span><span class="p">:</span>
|
|
</span><span id="__span-0-73"> <span class="k">if</span> <span class="ow">not</span> <span class="bp">self</span><span class="o">.</span><span class="n">stt_model</span><span class="p">:</span>
|
|
</span><span id="__span-0-74"> <span class="bp">self</span><span class="o">.</span><span class="n">stt_model</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">config</span><span class="o">.</span><span class="n">model_provider</span><span class="o">.</span><span class="n">get_stt_model</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">_stt_model_name</span><span class="p">)</span>
|
|
</span><span id="__span-0-75"> <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">stt_model</span>
|
|
</span><span id="__span-0-76">
|
|
</span><span id="__span-0-77"> <span class="k">async</span> <span class="k">def</span><span class="w"> </span><span class="nf">_process_audio_input</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">audio_input</span><span class="p">:</span> <span class="n">AudioInput</span><span class="p">)</span> <span class="o">-></span> <span class="nb">str</span><span class="p">:</span>
|
|
</span><span id="__span-0-78"> <span class="n">model</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_get_stt_model</span><span class="p">()</span>
|
|
</span><span id="__span-0-79"> <span class="k">return</span> <span class="k">await</span> <span class="n">model</span><span class="o">.</span><span class="n">transcribe</span><span class="p">(</span>
|
|
</span><span id="__span-0-80"> <span class="n">audio_input</span><span class="p">,</span>
|
|
</span><span id="__span-0-81"> <span class="bp">self</span><span class="o">.</span><span class="n">config</span><span class="o">.</span><span class="n">stt_settings</span><span class="p">,</span>
|
|
</span><span id="__span-0-82"> <span class="bp">self</span><span class="o">.</span><span class="n">config</span><span class="o">.</span><span class="n">trace_include_sensitive_data</span><span class="p">,</span>
|
|
</span><span id="__span-0-83"> <span class="bp">self</span><span class="o">.</span><span class="n">config</span><span class="o">.</span><span class="n">trace_include_sensitive_audio_data</span><span class="p">,</span>
|
|
</span><span id="__span-0-84"> <span class="p">)</span>
|
|
</span><span id="__span-0-85">
|
|
</span><span id="__span-0-86"> <span class="k">async</span> <span class="k">def</span><span class="w"> </span><span class="nf">_run_single_turn</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">audio_input</span><span class="p">:</span> <span class="n">AudioInput</span><span class="p">)</span> <span class="o">-></span> <span class="n">StreamedAudioResult</span><span class="p">:</span>
|
|
</span><span id="__span-0-87"> <span class="c1"># Since this is single turn, we can use the TraceCtxManager to manage starting/ending the</span>
|
|
</span><span id="__span-0-88"> <span class="c1"># trace</span>
|
|
</span><span id="__span-0-89"> <span class="k">with</span> <span class="n">TraceCtxManager</span><span class="p">(</span>
|
|
</span><span id="__span-0-90"> <span class="n">workflow_name</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">config</span><span class="o">.</span><span class="n">workflow_name</span> <span class="ow">or</span> <span class="s2">"Voice Agent"</span><span class="p">,</span>
|
|
</span><span id="__span-0-91"> <span class="n">trace_id</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="c1"># Automatically generated</span>
|
|
</span><span id="__span-0-92"> <span class="n">group_id</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">config</span><span class="o">.</span><span class="n">group_id</span><span class="p">,</span>
|
|
</span><span id="__span-0-93"> <span class="n">metadata</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">config</span><span class="o">.</span><span class="n">trace_metadata</span><span class="p">,</span>
|
|
</span><span id="__span-0-94"> <span class="n">disabled</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">config</span><span class="o">.</span><span class="n">tracing_disabled</span><span class="p">,</span>
|
|
</span><span id="__span-0-95"> <span class="p">):</span>
|
|
</span><span id="__span-0-96"> <span class="n">input_text</span> <span class="o">=</span> <span class="k">await</span> <span class="bp">self</span><span class="o">.</span><span class="n">_process_audio_input</span><span class="p">(</span><span class="n">audio_input</span><span class="p">)</span>
|
|
</span><span id="__span-0-97">
|
|
</span><span id="__span-0-98"> <span class="n">output</span> <span class="o">=</span> <span class="n">StreamedAudioResult</span><span class="p">(</span>
|
|
</span><span id="__span-0-99"> <span class="bp">self</span><span class="o">.</span><span class="n">_get_tts_model</span><span class="p">(),</span> <span class="bp">self</span><span class="o">.</span><span class="n">config</span><span class="o">.</span><span class="n">tts_settings</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">config</span>
|
|
</span><span id="__span-0-100"> <span class="p">)</span>
|
|
</span><span id="__span-0-101">
|
|
</span><span id="__span-0-102"> <span class="k">async</span> <span class="k">def</span><span class="w"> </span><span class="nf">stream_events</span><span class="p">():</span>
|
|
</span><span id="__span-0-103"> <span class="k">try</span><span class="p">:</span>
|
|
</span><span id="__span-0-104"> <span class="k">async</span> <span class="k">for</span> <span class="n">text_event</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">workflow</span><span class="o">.</span><span class="n">run</span><span class="p">(</span><span class="n">input_text</span><span class="p">):</span>
|
|
</span><span id="__span-0-105"> <span class="k">await</span> <span class="n">output</span><span class="o">.</span><span class="n">_add_text</span><span class="p">(</span><span class="n">text_event</span><span class="p">)</span>
|
|
</span><span id="__span-0-106"> <span class="k">await</span> <span class="n">output</span><span class="o">.</span><span class="n">_turn_done</span><span class="p">()</span>
|
|
</span><span id="__span-0-107"> <span class="k">await</span> <span class="n">output</span><span class="o">.</span><span class="n">_done</span><span class="p">()</span>
|
|
</span><span id="__span-0-108"> <span class="k">except</span> <span class="ne">Exception</span> <span class="k">as</span> <span class="n">e</span><span class="p">:</span>
|
|
</span><span id="__span-0-109"> <span class="n">logger</span><span class="o">.</span><span class="n">error</span><span class="p">(</span><span class="sa">f</span><span class="s2">"Error processing single turn: </span><span class="si">{</span><span class="n">e</span><span class="si">}</span><span class="s2">"</span><span class="p">)</span>
|
|
</span><span id="__span-0-110"> <span class="k">await</span> <span class="n">output</span><span class="o">.</span><span class="n">_add_error</span><span class="p">(</span><span class="n">e</span><span class="p">)</span>
|
|
</span><span id="__span-0-111"> <span class="k">raise</span> <span class="n">e</span>
|
|
</span><span id="__span-0-112">
|
|
</span><span id="__span-0-113"> <span class="n">output</span><span class="o">.</span><span class="n">_set_task</span><span class="p">(</span><span class="n">asyncio</span><span class="o">.</span><span class="n">create_task</span><span class="p">(</span><span class="n">stream_events</span><span class="p">()))</span>
|
|
</span><span id="__span-0-114"> <span class="k">return</span> <span class="n">output</span>
|
|
</span><span id="__span-0-115">
|
|
</span><span id="__span-0-116"> <span class="k">async</span> <span class="k">def</span><span class="w"> </span><span class="nf">_run_multi_turn</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">audio_input</span><span class="p">:</span> <span class="n">StreamedAudioInput</span><span class="p">)</span> <span class="o">-></span> <span class="n">StreamedAudioResult</span><span class="p">:</span>
|
|
</span><span id="__span-0-117"> <span class="k">with</span> <span class="n">TraceCtxManager</span><span class="p">(</span>
|
|
</span><span id="__span-0-118"> <span class="n">workflow_name</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">config</span><span class="o">.</span><span class="n">workflow_name</span> <span class="ow">or</span> <span class="s2">"Voice Agent"</span><span class="p">,</span>
|
|
</span><span id="__span-0-119"> <span class="n">trace_id</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
|
|
</span><span id="__span-0-120"> <span class="n">group_id</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">config</span><span class="o">.</span><span class="n">group_id</span><span class="p">,</span>
|
|
</span><span id="__span-0-121"> <span class="n">metadata</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">config</span><span class="o">.</span><span class="n">trace_metadata</span><span class="p">,</span>
|
|
</span><span id="__span-0-122"> <span class="n">disabled</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">config</span><span class="o">.</span><span class="n">tracing_disabled</span><span class="p">,</span>
|
|
</span><span id="__span-0-123"> <span class="p">):</span>
|
|
</span><span id="__span-0-124"> <span class="n">output</span> <span class="o">=</span> <span class="n">StreamedAudioResult</span><span class="p">(</span>
|
|
</span><span id="__span-0-125"> <span class="bp">self</span><span class="o">.</span><span class="n">_get_tts_model</span><span class="p">(),</span> <span class="bp">self</span><span class="o">.</span><span class="n">config</span><span class="o">.</span><span class="n">tts_settings</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">config</span>
|
|
</span><span id="__span-0-126"> <span class="p">)</span>
|
|
</span><span id="__span-0-127">
|
|
</span><span id="__span-0-128"> <span class="n">transcription_session</span> <span class="o">=</span> <span class="k">await</span> <span class="bp">self</span><span class="o">.</span><span class="n">_get_stt_model</span><span class="p">()</span><span class="o">.</span><span class="n">create_session</span><span class="p">(</span>
|
|
</span><span id="__span-0-129"> <span class="n">audio_input</span><span class="p">,</span>
|
|
</span><span id="__span-0-130"> <span class="bp">self</span><span class="o">.</span><span class="n">config</span><span class="o">.</span><span class="n">stt_settings</span><span class="p">,</span>
|
|
</span><span id="__span-0-131"> <span class="bp">self</span><span class="o">.</span><span class="n">config</span><span class="o">.</span><span class="n">trace_include_sensitive_data</span><span class="p">,</span>
|
|
</span><span id="__span-0-132"> <span class="bp">self</span><span class="o">.</span><span class="n">config</span><span class="o">.</span><span class="n">trace_include_sensitive_audio_data</span><span class="p">,</span>
|
|
</span><span id="__span-0-133"> <span class="p">)</span>
|
|
</span><span id="__span-0-134">
|
|
</span><span id="__span-0-135"> <span class="k">async</span> <span class="k">def</span><span class="w"> </span><span class="nf">process_turns</span><span class="p">():</span>
|
|
</span><span id="__span-0-136"> <span class="k">try</span><span class="p">:</span>
|
|
</span><span id="__span-0-137"> <span class="k">async</span> <span class="k">for</span> <span class="n">input_text</span> <span class="ow">in</span> <span class="n">transcription_session</span><span class="o">.</span><span class="n">transcribe_turns</span><span class="p">():</span>
|
|
</span><span id="__span-0-138"> <span class="n">result</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">workflow</span><span class="o">.</span><span class="n">run</span><span class="p">(</span><span class="n">input_text</span><span class="p">)</span>
|
|
</span><span id="__span-0-139"> <span class="k">async</span> <span class="k">for</span> <span class="n">text_event</span> <span class="ow">in</span> <span class="n">result</span><span class="p">:</span>
|
|
</span><span id="__span-0-140"> <span class="k">await</span> <span class="n">output</span><span class="o">.</span><span class="n">_add_text</span><span class="p">(</span><span class="n">text_event</span><span class="p">)</span>
|
|
</span><span id="__span-0-141"> <span class="k">await</span> <span class="n">output</span><span class="o">.</span><span class="n">_turn_done</span><span class="p">()</span>
|
|
</span><span id="__span-0-142"> <span class="k">except</span> <span class="ne">Exception</span> <span class="k">as</span> <span class="n">e</span><span class="p">:</span>
|
|
</span><span id="__span-0-143"> <span class="n">logger</span><span class="o">.</span><span class="n">error</span><span class="p">(</span><span class="sa">f</span><span class="s2">"Error processing turns: </span><span class="si">{</span><span class="n">e</span><span class="si">}</span><span class="s2">"</span><span class="p">)</span>
|
|
</span><span id="__span-0-144"> <span class="k">await</span> <span class="n">output</span><span class="o">.</span><span class="n">_add_error</span><span class="p">(</span><span class="n">e</span><span class="p">)</span>
|
|
</span><span id="__span-0-145"> <span class="k">raise</span> <span class="n">e</span>
|
|
</span><span id="__span-0-146"> <span class="k">finally</span><span class="p">:</span>
|
|
</span><span id="__span-0-147"> <span class="k">await</span> <span class="n">transcription_session</span><span class="o">.</span><span class="n">close</span><span class="p">()</span>
|
|
</span><span id="__span-0-148"> <span class="k">await</span> <span class="n">output</span><span class="o">.</span><span class="n">_done</span><span class="p">()</span>
|
|
</span><span id="__span-0-149">
|
|
</span><span id="__span-0-150"> <span class="n">output</span><span class="o">.</span><span class="n">_set_task</span><span class="p">(</span><span class="n">asyncio</span><span class="o">.</span><span class="n">create_task</span><span class="p">(</span><span class="n">process_turns</span><span class="p">()))</span>
|
|
</span><span id="__span-0-151"> <span class="k">return</span> <span class="n">output</span>
|
|
</span></code></pre></div></td></tr></table></div>
|
|
</details>
|
|
|
|
|
|
|
|
<div class="doc doc-children">
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
<div class="doc doc-object doc-function">
|
|
|
|
|
|
<h4 id="cai.sdk.agents.voice.pipeline.VoicePipeline.__init__" class="doc doc-heading">
|
|
<span class="doc doc-object-name doc-function-name">__init__</span>
|
|
|
|
|
|
</h4>
|
|
<div class="language-python doc-signature highlight"><pre><span></span><code><span id="__span-0-1"><span class="fm">__init__</span><span class="p">(</span>
|
|
</span><span id="__span-0-2"> <span class="o">*</span><span class="p">,</span>
|
|
</span><span id="__span-0-3"> <span class="nf">workflow</span><span class="p">:</span> <span class="n"><a class="autorefs autorefs-internal" title="VoiceWorkflowBase (cai.sdk.agents.voice.workflow.VoiceWorkflowBase)" href="../workflow/#cai.sdk.agents.voice.workflow.VoiceWorkflowBase">VoiceWorkflowBase</a></span><span class="p">,</span>
|
|
</span><span id="__span-0-4"> <span class="n">stt_model</span><span class="p">:</span> <span class="n"><a class="autorefs autorefs-internal" title="STTModel (cai.sdk.agents.voice.model.STTModel)" href="../model/#cai.sdk.agents.voice.model.STTModel">STTModel</a></span> <span class="o">|</span> <span class="n"><span title="str">str</span></span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
|
|
</span><span id="__span-0-5"> <span class="n">tts_model</span><span class="p">:</span> <span class="n"><a class="autorefs autorefs-internal" title="TTSModel (cai.sdk.agents.voice.model.TTSModel)" href="../model/#cai.sdk.agents.voice.model.TTSModel">TTSModel</a></span> <span class="o">|</span> <span class="n"><span title="str">str</span></span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
|
|
</span><span id="__span-0-6"> <span class="n">config</span><span class="p">:</span> <span class="n"><a class="autorefs autorefs-internal" title="VoicePipelineConfig
|
|
|
|
|
|
|
|
dataclass
|
|
(cai.sdk.agents.voice.pipeline_config.VoicePipelineConfig)" href="../pipeline_config/#cai.sdk.agents.voice.pipeline_config.VoicePipelineConfig">VoicePipelineConfig</a></span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
|
|
</span><span id="__span-0-7"><span class="p">)</span>
|
|
</span></code></pre></div>
|
|
|
|
<div class="doc doc-contents ">
|
|
|
|
<p>Create a new voice pipeline.</p>
|
|
|
|
|
|
<p><span class="doc-section-title">Parameters:</span></p>
|
|
<table>
|
|
<thead>
|
|
<tr>
|
|
<th>Name</th>
|
|
<th>Type</th>
|
|
<th>Description</th>
|
|
<th>Default</th>
|
|
</tr>
|
|
</thead>
|
|
<tbody>
|
|
<tr class="doc-section-item">
|
|
<td>
|
|
<code>workflow</code>
|
|
</td>
|
|
<td>
|
|
<code><a class="autorefs autorefs-internal" title="VoiceWorkflowBase (cai.sdk.agents.voice.workflow.VoiceWorkflowBase)" href="../workflow/#cai.sdk.agents.voice.workflow.VoiceWorkflowBase">VoiceWorkflowBase</a></code>
|
|
</td>
|
|
<td>
|
|
<div class="doc-md-description">
|
|
<p>The workflow to run. See <code>VoiceWorkflowBase</code>.</p>
|
|
</div>
|
|
</td>
|
|
<td>
|
|
<em>required</em>
|
|
</td>
|
|
</tr>
|
|
<tr class="doc-section-item">
|
|
<td>
|
|
<code>stt_model</code>
|
|
</td>
|
|
<td>
|
|
<code><a class="autorefs autorefs-internal" title="STTModel (cai.sdk.agents.voice.model.STTModel)" href="../model/#cai.sdk.agents.voice.model.STTModel">STTModel</a> | <span title="str">str</span> | None</code>
|
|
</td>
|
|
<td>
|
|
<div class="doc-md-description">
|
|
<p>The speech-to-text model to use. If not provided, a default OpenAI
|
|
model will be used.</p>
|
|
</div>
|
|
</td>
|
|
<td>
|
|
<code>None</code>
|
|
</td>
|
|
</tr>
|
|
<tr class="doc-section-item">
|
|
<td>
|
|
<code>tts_model</code>
|
|
</td>
|
|
<td>
|
|
<code><a class="autorefs autorefs-internal" title="TTSModel (cai.sdk.agents.voice.model.TTSModel)" href="../model/#cai.sdk.agents.voice.model.TTSModel">TTSModel</a> | <span title="str">str</span> | None</code>
|
|
</td>
|
|
<td>
|
|
<div class="doc-md-description">
|
|
<p>The text-to-speech model to use. If not provided, a default OpenAI
|
|
model will be used.</p>
|
|
</div>
|
|
</td>
|
|
<td>
|
|
<code>None</code>
|
|
</td>
|
|
</tr>
|
|
<tr class="doc-section-item">
|
|
<td>
|
|
<code>config</code>
|
|
</td>
|
|
<td>
|
|
<code><a class="autorefs autorefs-internal" title="VoicePipelineConfig
|
|
|
|
|
|
|
|
dataclass
|
|
(cai.sdk.agents.voice.pipeline_config.VoicePipelineConfig)" href="../pipeline_config/#cai.sdk.agents.voice.pipeline_config.VoicePipelineConfig">VoicePipelineConfig</a> | None</code>
|
|
</td>
|
|
<td>
|
|
<div class="doc-md-description">
|
|
<p>The pipeline configuration. If not provided, a default configuration will be
|
|
used.</p>
|
|
</div>
|
|
</td>
|
|
<td>
|
|
<code>None</code>
|
|
</td>
|
|
</tr>
|
|
</tbody>
|
|
</table>
|
|
|
|
|
|
<details class="quote">
|
|
<summary>Source code in <code>src/cai/sdk/agents/voice/pipeline.py</code></summary>
|
|
<div class="language-python highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">22</span>
|
|
<span class="normal">23</span>
|
|
<span class="normal">24</span>
|
|
<span class="normal">25</span>
|
|
<span class="normal">26</span>
|
|
<span class="normal">27</span>
|
|
<span class="normal">28</span>
|
|
<span class="normal">29</span>
|
|
<span class="normal">30</span>
|
|
<span class="normal">31</span>
|
|
<span class="normal">32</span>
|
|
<span class="normal">33</span>
|
|
<span class="normal">34</span>
|
|
<span class="normal">35</span>
|
|
<span class="normal">36</span>
|
|
<span class="normal">37</span>
|
|
<span class="normal">38</span>
|
|
<span class="normal">39</span>
|
|
<span class="normal">40</span>
|
|
<span class="normal">41</span>
|
|
<span class="normal">42</span>
|
|
<span class="normal">43</span>
|
|
<span class="normal">44</span>
|
|
<span class="normal">45</span>
|
|
<span class="normal">46</span></pre></div></td><td class="code"><div><pre><span></span><code><span id="__span-0-22"><span class="k">def</span><span class="w"> </span><span class="fm">__init__</span><span class="p">(</span>
|
|
</span><span id="__span-0-23"> <span class="bp">self</span><span class="p">,</span>
|
|
</span><span id="__span-0-24"> <span class="o">*</span><span class="p">,</span>
|
|
</span><span id="__span-0-25"> <span class="n">workflow</span><span class="p">:</span> <span class="n">VoiceWorkflowBase</span><span class="p">,</span>
|
|
</span><span id="__span-0-26"> <span class="n">stt_model</span><span class="p">:</span> <span class="n">STTModel</span> <span class="o">|</span> <span class="nb">str</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
|
|
</span><span id="__span-0-27"> <span class="n">tts_model</span><span class="p">:</span> <span class="n">TTSModel</span> <span class="o">|</span> <span class="nb">str</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
|
|
</span><span id="__span-0-28"> <span class="n">config</span><span class="p">:</span> <span class="n">VoicePipelineConfig</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
|
|
</span><span id="__span-0-29"><span class="p">):</span>
|
|
</span><span id="__span-0-30"><span class="w"> </span><span class="sd">"""Create a new voice pipeline.</span>
|
|
</span><span id="__span-0-31">
|
|
</span><span id="__span-0-32"><span class="sd"> Args:</span>
|
|
</span><span id="__span-0-33"><span class="sd"> workflow: The workflow to run. See `VoiceWorkflowBase`.</span>
|
|
</span><span id="__span-0-34"><span class="sd"> stt_model: The speech-to-text model to use. If not provided, a default OpenAI</span>
|
|
</span><span id="__span-0-35"><span class="sd"> model will be used.</span>
|
|
</span><span id="__span-0-36"><span class="sd"> tts_model: The text-to-speech model to use. If not provided, a default OpenAI</span>
|
|
</span><span id="__span-0-37"><span class="sd"> model will be used.</span>
|
|
</span><span id="__span-0-38"><span class="sd"> config: The pipeline configuration. If not provided, a default configuration will be</span>
|
|
</span><span id="__span-0-39"><span class="sd"> used.</span>
|
|
</span><span id="__span-0-40"><span class="sd"> """</span>
|
|
</span><span id="__span-0-41"> <span class="bp">self</span><span class="o">.</span><span class="n">workflow</span> <span class="o">=</span> <span class="n">workflow</span>
|
|
</span><span id="__span-0-42"> <span class="bp">self</span><span class="o">.</span><span class="n">stt_model</span> <span class="o">=</span> <span class="n">stt_model</span> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">stt_model</span><span class="p">,</span> <span class="n">STTModel</span><span class="p">)</span> <span class="k">else</span> <span class="kc">None</span>
|
|
</span><span id="__span-0-43"> <span class="bp">self</span><span class="o">.</span><span class="n">tts_model</span> <span class="o">=</span> <span class="n">tts_model</span> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">tts_model</span><span class="p">,</span> <span class="n">TTSModel</span><span class="p">)</span> <span class="k">else</span> <span class="kc">None</span>
|
|
</span><span id="__span-0-44"> <span class="bp">self</span><span class="o">.</span><span class="n">_stt_model_name</span> <span class="o">=</span> <span class="n">stt_model</span> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">stt_model</span><span class="p">,</span> <span class="nb">str</span><span class="p">)</span> <span class="k">else</span> <span class="kc">None</span>
|
|
</span><span id="__span-0-45"> <span class="bp">self</span><span class="o">.</span><span class="n">_tts_model_name</span> <span class="o">=</span> <span class="n">tts_model</span> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">tts_model</span><span class="p">,</span> <span class="nb">str</span><span class="p">)</span> <span class="k">else</span> <span class="kc">None</span>
|
|
</span><span id="__span-0-46"> <span class="bp">self</span><span class="o">.</span><span class="n">config</span> <span class="o">=</span> <span class="n">config</span> <span class="ow">or</span> <span class="n">VoicePipelineConfig</span><span class="p">()</span>
|
|
</span></code></pre></div></td></tr></table></div>
|
|
</details>
|
|
</div>
|
|
|
|
</div>
|
|
|
|
<div class="doc doc-object doc-function">
|
|
|
|
|
|
<h4 id="cai.sdk.agents.voice.pipeline.VoicePipeline.run" class="doc doc-heading">
|
|
<span class="doc doc-object-name doc-function-name">run</span>
|
|
|
|
|
|
<span class="doc doc-labels">
|
|
<small class="doc doc-label doc-label-async"><code>async</code></small>
|
|
</span>
|
|
|
|
</h4>
|
|
<div class="language-python doc-signature highlight"><pre><span></span><code><span id="__span-0-1"><span class="nf">run</span><span class="p">(</span>
|
|
</span><span id="__span-0-2"> <span class="n">audio_input</span><span class="p">:</span> <span class="n"><a class="autorefs autorefs-internal" title="AudioInput
|
|
|
|
|
|
|
|
dataclass
|
|
(cai.sdk.agents.voice.input.AudioInput)" href="../input/#cai.sdk.agents.voice.input.AudioInput">AudioInput</a></span> <span class="o">|</span> <span class="n"><a class="autorefs autorefs-internal" title="StreamedAudioInput (cai.sdk.agents.voice.input.StreamedAudioInput)" href="../input/#cai.sdk.agents.voice.input.StreamedAudioInput">StreamedAudioInput</a></span><span class="p">,</span>
|
|
</span><span id="__span-0-3"><span class="p">)</span> <span class="o">-></span> <span class="n"><a class="autorefs autorefs-internal" title="StreamedAudioResult (cai.sdk.agents.voice.result.StreamedAudioResult)" href="../result/#cai.sdk.agents.voice.result.StreamedAudioResult">StreamedAudioResult</a></span>
|
|
</span></code></pre></div>
|
|
|
|
<div class="doc doc-contents ">
|
|
|
|
<p>Run the voice pipeline.</p>
|
|
|
|
|
|
<p><span class="doc-section-title">Parameters:</span></p>
|
|
<table>
|
|
<thead>
|
|
<tr>
|
|
<th>Name</th>
|
|
<th>Type</th>
|
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<th>Description</th>
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<th>Default</th>
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</thead>
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<tbody>
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<td>
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<code>audio_input</code>
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</td>
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<td>
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<code><a class="autorefs autorefs-internal" title="AudioInput
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dataclass
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(cai.sdk.agents.voice.input.AudioInput)" href="../input/#cai.sdk.agents.voice.input.AudioInput">AudioInput</a> | <a class="autorefs autorefs-internal" title="StreamedAudioInput (cai.sdk.agents.voice.input.StreamedAudioInput)" href="../input/#cai.sdk.agents.voice.input.StreamedAudioInput">StreamedAudioInput</a></code>
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</td>
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<td>
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<div class="doc-md-description">
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<p>The audio input to process. This can either be an <code>AudioInput</code> instance,
|
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which is a single static buffer, or a <code>StreamedAudioInput</code> instance, which is a
|
|
stream of audio data that you can append to.</p>
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</div>
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</td>
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<td>
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<em>required</em>
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</td>
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</tr>
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</tbody>
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</table>
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<p><span class="doc-section-title">Returns:</span></p>
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<table>
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<thead>
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<tr>
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<th>Type</th>
|
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<th>Description</th>
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</tr>
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</thead>
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<tbody>
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<tr class="doc-section-item">
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<td>
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<code><a class="autorefs autorefs-internal" title="StreamedAudioResult (cai.sdk.agents.voice.result.StreamedAudioResult)" href="../result/#cai.sdk.agents.voice.result.StreamedAudioResult">StreamedAudioResult</a></code>
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</td>
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<td>
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<div class="doc-md-description">
|
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<p>A <code>StreamedAudioResult</code> instance. You can use this object to stream audio events and</p>
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</div>
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</td>
|
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</tr>
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<tr class="doc-section-item">
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<td>
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<code><a class="autorefs autorefs-internal" title="StreamedAudioResult (cai.sdk.agents.voice.result.StreamedAudioResult)" href="../result/#cai.sdk.agents.voice.result.StreamedAudioResult">StreamedAudioResult</a></code>
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</td>
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<td>
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<div class="doc-md-description">
|
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<p>play them out.</p>
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</div>
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</td>
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</tr>
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</tbody>
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</table>
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<details class="quote">
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<summary>Source code in <code>src/cai/sdk/agents/voice/pipeline.py</code></summary>
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<div class="language-python highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">48</span>
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<span class="normal">49</span>
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<span class="normal">50</span>
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<span class="normal">51</span>
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<span class="normal">52</span>
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<span class="normal">53</span>
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<span class="normal">54</span>
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<span class="normal">55</span>
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<span class="normal">56</span>
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<span class="normal">57</span>
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<span class="normal">58</span>
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<span class="normal">59</span>
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<span class="normal">60</span>
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<span class="normal">61</span>
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<span class="normal">62</span>
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<span class="normal">63</span>
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<span class="normal">64</span>
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<span class="normal">65</span></pre></div></td><td class="code"><div><pre><span></span><code><span id="__span-0-48"><span class="k">async</span> <span class="k">def</span><span class="w"> </span><span class="nf">run</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">audio_input</span><span class="p">:</span> <span class="n">AudioInput</span> <span class="o">|</span> <span class="n">StreamedAudioInput</span><span class="p">)</span> <span class="o">-></span> <span class="n">StreamedAudioResult</span><span class="p">:</span>
|
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</span><span id="__span-0-49"><span class="w"> </span><span class="sd">"""Run the voice pipeline.</span>
|
|
</span><span id="__span-0-50">
|
|
</span><span id="__span-0-51"><span class="sd"> Args:</span>
|
|
</span><span id="__span-0-52"><span class="sd"> audio_input: The audio input to process. This can either be an `AudioInput` instance,</span>
|
|
</span><span id="__span-0-53"><span class="sd"> which is a single static buffer, or a `StreamedAudioInput` instance, which is a</span>
|
|
</span><span id="__span-0-54"><span class="sd"> stream of audio data that you can append to.</span>
|
|
</span><span id="__span-0-55">
|
|
</span><span id="__span-0-56"><span class="sd"> Returns:</span>
|
|
</span><span id="__span-0-57"><span class="sd"> A `StreamedAudioResult` instance. You can use this object to stream audio events and</span>
|
|
</span><span id="__span-0-58"><span class="sd"> play them out.</span>
|
|
</span><span id="__span-0-59"><span class="sd"> """</span>
|
|
</span><span id="__span-0-60"> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">audio_input</span><span class="p">,</span> <span class="n">AudioInput</span><span class="p">):</span>
|
|
</span><span id="__span-0-61"> <span class="k">return</span> <span class="k">await</span> <span class="bp">self</span><span class="o">.</span><span class="n">_run_single_turn</span><span class="p">(</span><span class="n">audio_input</span><span class="p">)</span>
|
|
</span><span id="__span-0-62"> <span class="k">elif</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">audio_input</span><span class="p">,</span> <span class="n">StreamedAudioInput</span><span class="p">):</span>
|
|
</span><span id="__span-0-63"> <span class="k">return</span> <span class="k">await</span> <span class="bp">self</span><span class="o">.</span><span class="n">_run_multi_turn</span><span class="p">(</span><span class="n">audio_input</span><span class="p">)</span>
|
|
</span><span id="__span-0-64"> <span class="k">else</span><span class="p">:</span>
|
|
</span><span id="__span-0-65"> <span class="k">raise</span> <span class="n">UserError</span><span class="p">(</span><span class="sa">f</span><span class="s2">"Unsupported audio input type: </span><span class="si">{</span><span class="nb">type</span><span class="p">(</span><span class="n">audio_input</span><span class="p">)</span><span class="si">}</span><span class="s2">"</span><span class="p">)</span>
|
|
</span></code></pre></div></td></tr></table></div>
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</details>
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</div>
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