mirror of https://github.com/aliasrobotics/cai.git
2946 lines
60 KiB
HTML
2946 lines
60 KiB
HTML
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<!doctype html>
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<html lang="en" class="no-js">
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<head>
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<meta charset="utf-8">
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<meta name="viewport" content="width=device-width,initial-scale=1">
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<link rel="icon" href="../assets/imago.png">
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<meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.6.11">
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<title>Models - CAI</title>
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<link rel="stylesheet" href="../assets/stylesheets/main.4af4bdda.min.css">
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<link rel="stylesheet" href="../assets/stylesheets/palette.06af60db.min.css">
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<link rel="preconnect" href="https://fonts.gstatic.com" crossorigin>
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<link rel="stylesheet" href="https://fonts.googleapis.com/css?family=Roboto:300,300i,400,400i,700,700i%7CRoboto+Mono:400,400i,700,700i&display=fallback">
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<style>:root{--md-text-font:"Roboto";--md-code-font:"Roboto Mono"}</style>
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<link rel="stylesheet" href="../assets/_mkdocstrings.css">
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<link rel="stylesheet" href="../stylesheets/extra.css">
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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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<body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="indigo">
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<input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
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<input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
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<label class="md-overlay" for="__drawer"></label>
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<div data-md-component="skip">
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<a href="#models" class="md-skip">
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Skip to content
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</a>
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</div>
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<div data-md-component="announce">
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</div>
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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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<img src="../assets/imago.png" alt="logo">
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</a>
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<label class="md-header__button md-icon" for="__drawer">
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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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</label>
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<div class="md-header__title" data-md-component="header-title">
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<div class="md-header__ellipsis">
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<div class="md-header__topic">
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<span class="md-ellipsis">
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CAI
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</span>
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</div>
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<div class="md-header__topic" data-md-component="header-topic">
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<span class="md-ellipsis">
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Models
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</span>
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</div>
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</div>
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</div>
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<label class="md-header__button md-icon" for="__search">
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<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
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</label>
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<div class="md-search" data-md-component="search" role="dialog">
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<label class="md-search__overlay" for="__search"></label>
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<div class="md-search__inner" role="search">
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<form class="md-search__form" name="search">
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<input type="text" class="md-search__input" name="query" aria-label="Search" placeholder="Search" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
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<label class="md-search__icon md-icon" for="__search">
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<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
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<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"/></svg>
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</label>
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<nav class="md-search__options" aria-label="Search">
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<button type="reset" class="md-search__icon md-icon" title="Clear" aria-label="Clear" tabindex="-1">
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<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12z"/></svg>
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</button>
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</nav>
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</form>
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<div class="md-search__output">
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<div class="md-search__scrollwrap" tabindex="0" data-md-scrollfix>
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<div class="md-search-result" data-md-component="search-result">
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<div class="md-search-result__meta">
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Initializing search
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</div>
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<ol class="md-search-result__list" role="presentation"></ol>
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</div>
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</div>
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</div>
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</div>
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</div>
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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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<div class="md-source__icon md-icon">
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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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<div class="md-sidebar__scrollwrap">
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<div class="md-sidebar__inner">
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<nav class="md-nav md-nav--primary" aria-label="Navigation" data-md-level="0">
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<label class="md-nav__title" for="__drawer">
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<a href=".." title="CAI" class="md-nav__button md-logo" aria-label="CAI" data-md-component="logo">
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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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</label>
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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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<div class="md-source__icon md-icon">
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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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<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_1" >
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<label class="md-nav__link" for="__nav_1" id="__nav_1_label" tabindex="">
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<span class="md-ellipsis">
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Getting Started
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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_1_label" aria-expanded="false">
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<label class="md-nav__title" for="__nav_1">
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<span class="md-nav__icon md-icon"></span>
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Getting Started
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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=".." class="md-nav__link">
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<span class="md-ellipsis">
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Welcome
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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="../cai_installation/" class="md-nav__link">
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<span class="md-ellipsis">
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Installation
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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="../cai_quickstart/" class="md-nav__link">
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<span class="md-ellipsis">
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Quickstart
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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="../cai_list_of_models/" class="md-nav__link">
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<span class="md-ellipsis">
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Available Models
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</span>
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</a>
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</li>
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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_1_5" >
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<label class="md-nav__link" for="__nav_1_5" id="__nav_1_5_label" tabindex="0">
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<span class="md-ellipsis">
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Model Providers
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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="2" aria-labelledby="__nav_1_5_label" aria-expanded="false">
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<label class="md-nav__title" for="__nav_1_5">
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<span class="md-nav__icon md-icon"></span>
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Model Providers
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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="../providers/openrouter.md" class="md-nav__link">
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<span class="md-ellipsis">
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OpenRouter
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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="../providers/ollama/" class="md-nav__link">
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<span class="md-ellipsis">
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Ollama
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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="../providers/azure.md" class="md-nav__link">
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<span class="md-ellipsis">
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Azure OpenAI
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</span>
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</a>
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Jeopardy CTFs
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<span class="md-ellipsis">
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Context Management
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</a>
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Environment Variables
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<span class="md-ellipsis">
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Packet Capture on WSL2
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Troubleshooting
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<span class="md-ellipsis">
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Operator Feedback Reproduction
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</span>
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</a>
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Platform Limitations
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Case Studies
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<span class="md-nav__icon md-icon"></span>
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<span class="md-ellipsis">
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Operator Artifact Evidence
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</span>
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</a>
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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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|
|
|
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|
|
<span class="md-ellipsis">
|
|
Mobile UI (iOS)
|
|
|
|
</span>
|
|
|
|
|
|
<span class="md-nav__icon md-icon"></span>
|
|
</label>
|
|
|
|
<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)
|
|
</label>
|
|
<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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|
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|
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<span class="md-ellipsis">
|
|
Overview
|
|
|
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</span>
|
|
|
|
|
|
</a>
|
|
</li>
|
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<li class="md-nav__item">
|
|
<a href="../mui/getting_started/" class="md-nav__link">
|
|
|
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|
|
|
|
<span class="md-ellipsis">
|
|
Getting Started
|
|
|
|
</span>
|
|
|
|
|
|
</a>
|
|
</li>
|
|
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<li class="md-nav__item">
|
|
<a href="../mui/user_interface/" class="md-nav__link">
|
|
|
|
|
|
|
|
<span class="md-ellipsis">
|
|
User Interface
|
|
|
|
</span>
|
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|
|
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</a>
|
|
</li>
|
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<li class="md-nav__item">
|
|
<a href="../mui/gestures_shortcuts/" class="md-nav__link">
|
|
|
|
|
|
|
|
<span class="md-ellipsis">
|
|
Gestures & Shortcuts
|
|
|
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</span>
|
|
|
|
|
|
</a>
|
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</li>
|
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<li class="md-nav__item">
|
|
<a href="../mui/chat_features/" class="md-nav__link">
|
|
|
|
|
|
|
|
<span class="md-ellipsis">
|
|
Chat Features
|
|
|
|
</span>
|
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|
|
|
</a>
|
|
</li>
|
|
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|
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</ul>
|
|
</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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|
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|
|
<label class="md-nav__link" for="__nav_9" id="__nav_9_label" tabindex="">
|
|
|
|
|
|
|
|
<span class="md-ellipsis">
|
|
Terminal UI (TUI) - Deprecated
|
|
|
|
</span>
|
|
|
|
|
|
<span class="md-nav__icon md-icon"></span>
|
|
</label>
|
|
|
|
<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
|
|
</label>
|
|
<ul class="md-nav__list" data-md-scrollfix>
|
|
|
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|
|
|
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|
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|
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<li class="md-nav__item">
|
|
<a href="../tui/tui_index/" class="md-nav__link">
|
|
|
|
|
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|
|
<span class="md-ellipsis">
|
|
Overview
|
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|
|
</span>
|
|
|
|
|
|
</a>
|
|
</li>
|
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|
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<li class="md-nav__item">
|
|
<a href="../tui/getting_started/" class="md-nav__link">
|
|
|
|
|
|
|
|
<span class="md-ellipsis">
|
|
Getting Started
|
|
|
|
</span>
|
|
|
|
|
|
</a>
|
|
</li>
|
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<li class="md-nav__item">
|
|
<a href="../tui/user_interface/" class="md-nav__link">
|
|
|
|
|
|
|
|
<span class="md-ellipsis">
|
|
User Interface
|
|
|
|
</span>
|
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|
|
|
|
</a>
|
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</li>
|
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<li class="md-nav__item">
|
|
<a href="../tui/terminals_management/" class="md-nav__link">
|
|
|
|
|
|
|
|
<span class="md-ellipsis">
|
|
Terminals Management
|
|
|
|
</span>
|
|
|
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|
|
</a>
|
|
</li>
|
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<li class="md-nav__item">
|
|
<a href="../tui/teams_and_parallel_execution/" class="md-nav__link">
|
|
|
|
|
|
|
|
<span class="md-ellipsis">
|
|
Teams & Parallel Execution
|
|
|
|
</span>
|
|
|
|
|
|
</a>
|
|
</li>
|
|
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<li class="md-nav__item">
|
|
<a href="../tui/sidebar_features/" class="md-nav__link">
|
|
|
|
|
|
|
|
<span class="md-ellipsis">
|
|
Sidebar Features
|
|
|
|
</span>
|
|
|
|
|
|
</a>
|
|
</li>
|
|
|
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|
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<li class="md-nav__item">
|
|
<a href="../tui/keyboard_shortcuts/" class="md-nav__link">
|
|
|
|
|
|
|
|
<span class="md-ellipsis">
|
|
Keyboard Shortcuts
|
|
|
|
</span>
|
|
|
|
|
|
</a>
|
|
</li>
|
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<li class="md-nav__item">
|
|
<a href="../tui/commands_reference/" class="md-nav__link">
|
|
|
|
|
|
|
|
<span class="md-ellipsis">
|
|
Commands Reference
|
|
|
|
</span>
|
|
|
|
|
|
</a>
|
|
</li>
|
|
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|
|
<li class="md-nav__item">
|
|
<a href="../tui/advanced_features/" class="md-nav__link">
|
|
|
|
|
|
|
|
<span class="md-ellipsis">
|
|
Advanced Features
|
|
|
|
</span>
|
|
|
|
|
|
</a>
|
|
</li>
|
|
|
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<li class="md-nav__item">
|
|
<a href="../tui/troubleshooting/" class="md-nav__link">
|
|
|
|
|
|
|
|
<span class="md-ellipsis">
|
|
Troubleshooting
|
|
|
|
</span>
|
|
|
|
|
|
</a>
|
|
</li>
|
|
|
|
|
|
|
|
|
|
</ul>
|
|
</nav>
|
|
|
|
</li>
|
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|
|
<li class="md-nav__item md-nav__item--section md-nav__item--nested">
|
|
|
|
|
|
|
|
|
|
|
|
<input class="md-nav__toggle md-toggle md-toggle--indeterminate" type="checkbox" id="__nav_10" >
|
|
|
|
|
|
<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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|
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|
|
<li class="md-nav__item md-nav__item--nested">
|
|
|
|
|
|
|
|
|
|
|
|
<input class="md-nav__toggle md-toggle md-toggle--indeterminate" type="checkbox" id="__nav_10_1" >
|
|
|
|
|
|
<label class="md-nav__link" for="__nav_10_1" id="__nav_10_1_label" tabindex="0">
|
|
|
|
|
|
|
|
<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>
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
<li class="md-nav__item">
|
|
<a href="../ref/agent/" class="md-nav__link">
|
|
|
|
|
|
|
|
<span class="md-ellipsis">
|
|
Agent
|
|
|
|
</span>
|
|
|
|
|
|
</a>
|
|
</li>
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
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|
|
<li class="md-nav__item">
|
|
<a href="../ref/run/" class="md-nav__link">
|
|
|
|
|
|
|
|
<span class="md-ellipsis">
|
|
Runner
|
|
|
|
</span>
|
|
|
|
|
|
</a>
|
|
</li>
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
<li class="md-nav__item">
|
|
<a href="../ref/tool/" class="md-nav__link">
|
|
|
|
|
|
|
|
<span class="md-ellipsis">
|
|
Tool
|
|
|
|
</span>
|
|
|
|
|
|
</a>
|
|
</li>
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
<li class="md-nav__item">
|
|
<a href="../ref/result/" class="md-nav__link">
|
|
|
|
|
|
|
|
<span class="md-ellipsis">
|
|
Result
|
|
|
|
</span>
|
|
|
|
|
|
</a>
|
|
</li>
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
<li class="md-nav__item">
|
|
<a href="../ref/stream_events/" class="md-nav__link">
|
|
|
|
|
|
|
|
<span class="md-ellipsis">
|
|
Stream Events
|
|
|
|
</span>
|
|
|
|
|
|
</a>
|
|
</li>
|
|
|
|
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|
|
|
|
|
|
|
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|
|
|
|
|
|
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|
|
<li class="md-nav__item">
|
|
<a href="../ref/handoffs/" class="md-nav__link">
|
|
|
|
|
|
|
|
<span class="md-ellipsis">
|
|
Handoffs
|
|
|
|
</span>
|
|
|
|
|
|
</a>
|
|
</li>
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
<li class="md-nav__item">
|
|
<a href="../ref/lifecycle/" class="md-nav__link">
|
|
|
|
|
|
|
|
<span class="md-ellipsis">
|
|
Lifecycle
|
|
|
|
</span>
|
|
|
|
|
|
</a>
|
|
</li>
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
<li class="md-nav__item">
|
|
<a href="../ref/items/" class="md-nav__link">
|
|
|
|
|
|
|
|
<span class="md-ellipsis">
|
|
Items
|
|
|
|
</span>
|
|
|
|
|
|
</a>
|
|
</li>
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
<li class="md-nav__item">
|
|
<a href="../ref/run_context/" class="md-nav__link">
|
|
|
|
|
|
|
|
<span class="md-ellipsis">
|
|
Run Context
|
|
|
|
</span>
|
|
|
|
|
|
</a>
|
|
</li>
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
<li class="md-nav__item">
|
|
<a href="../ref/usage/" class="md-nav__link">
|
|
|
|
|
|
|
|
<span class="md-ellipsis">
|
|
Usage
|
|
|
|
</span>
|
|
|
|
|
|
</a>
|
|
</li>
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
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|
|
<li class="md-nav__item">
|
|
<a href="../ref/exceptions/" class="md-nav__link">
|
|
|
|
|
|
|
|
<span class="md-ellipsis">
|
|
Exceptions
|
|
|
|
</span>
|
|
|
|
|
|
</a>
|
|
</li>
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
<li class="md-nav__item">
|
|
<a href="../ref/guardrail/" class="md-nav__link">
|
|
|
|
|
|
|
|
<span class="md-ellipsis">
|
|
Guardrail
|
|
|
|
</span>
|
|
|
|
|
|
</a>
|
|
</li>
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
<li class="md-nav__item">
|
|
<a href="../ref/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="../ref/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="../ref/function_schema/" class="md-nav__link">
|
|
|
|
|
|
|
|
<span class="md-ellipsis">
|
|
Function Schema
|
|
|
|
</span>
|
|
|
|
|
|
</a>
|
|
</li>
|
|
|
|
|
|
|
|
|
|
</ul>
|
|
</nav>
|
|
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|
</li>
|
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<h1 id="models">Models</h1>
|
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<p>The Agents SDK comes with out-of-the-box support for OpenAI models in two flavors:</p>
|
|
<ul>
|
|
<li><strong>Recommended</strong>: the <a class="autorefs autorefs-internal" title="OpenAIResponsesModel" href="../ref/models/openai_responses/#cai.sdk.agents.models.openai_responses.OpenAIResponsesModel"><code>OpenAIResponsesModel</code></a>, which calls OpenAI APIs using the new <a href="https://platform.openai.com/docs/api-reference/responses">Responses API</a>.</li>
|
|
<li>The <a class="autorefs autorefs-internal" title="OpenAIChatCompletionsModel" href="../ref/models/openai_chatcompletions/#cai.sdk.agents.models.openai_chatcompletions.OpenAIChatCompletionsModel"><code>OpenAIChatCompletionsModel</code></a>, which calls OpenAI APIs using the <a href="https://platform.openai.com/docs/api-reference/chat">Chat Completions API</a>.</li>
|
|
</ul>
|
|
<h2 id="mixing-and-matching-models">Mixing and matching models</h2>
|
|
<p>Within a single workflow, you may want to use different models for each agent. For example, you could use a smaller, faster model for triage, while using a larger, more capable model for complex tasks. When configuring an <a class="autorefs autorefs-internal" title="Agent
|
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dataclass
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" href="../ref/agent/#cai.sdk.agents.agent.Agent"><code>Agent</code></a>, you can select a specific model by either:</p>
|
|
<ol>
|
|
<li>Passing the name of an OpenAI model.</li>
|
|
<li>Passing any model name + a <a class="autorefs autorefs-internal" title="ModelProvider" href="../ref/models/interface/#cai.sdk.agents.models.interface.ModelProvider"><code>ModelProvider</code></a> that can map that name to a Model instance.</li>
|
|
<li>Directly providing a <a class="autorefs autorefs-internal" title="Model" href="../ref/models/interface/#cai.sdk.agents.models.interface.Model"><code>Model</code></a> implementation.</li>
|
|
</ol>
|
|
<div class="admonition note">
|
|
<p class="admonition-title">Note</p>
|
|
<p>While our SDK supports both the <a class="autorefs autorefs-internal" title="OpenAIResponsesModel" href="../ref/models/openai_responses/#cai.sdk.agents.models.openai_responses.OpenAIResponsesModel"><code>OpenAIResponsesModel</code></a> and the <a class="autorefs autorefs-internal" title="OpenAIChatCompletionsModel" href="../ref/models/openai_chatcompletions/#cai.sdk.agents.models.openai_chatcompletions.OpenAIChatCompletionsModel"><code>OpenAIChatCompletionsModel</code></a> shapes, we recommend using a single model shape for each workflow because the two shapes support a different set of features and tools. If your workflow requires mixing and matching model shapes, make sure that all the features you're using are available on both.</p>
|
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</div>
|
|
<div class="language-python highlight"><pre><span></span><code><span id="__span-0-1"><span class="kn">from</span><span class="w"> </span><span class="nn">cai.sdk.agents</span><span class="w"> </span><span class="kn">import</span> <span class="n">Agent</span><span class="p">,</span> <span class="n">Runner</span><span class="p">,</span> <span class="n">AsyncOpenAI</span><span class="p">,</span> <span class="n">OpenAIChatCompletionsModel</span>
|
|
</span><span id="__span-0-2"><span class="kn">import</span><span class="w"> </span><span class="nn">asyncio</span>
|
|
</span><span id="__span-0-3">
|
|
</span><span id="__span-0-4"><span class="n">spanish_agent</span> <span class="o">=</span> <span class="n">Agent</span><span class="p">(</span>
|
|
</span><span id="__span-0-5"> <span class="n">name</span><span class="o">=</span><span class="s2">"Spanish agent"</span><span class="p">,</span>
|
|
</span><span id="__span-0-6"> <span class="n">instructions</span><span class="o">=</span><span class="s2">"You only speak Spanish."</span><span class="p">,</span>
|
|
</span><span id="__span-0-7"> <span class="n">model</span><span class="o">=</span><span class="s2">"o3-mini"</span><span class="p">,</span> <span class="c1"># (1)!</span>
|
|
</span><span id="__span-0-8"><span class="p">)</span>
|
|
</span><span id="__span-0-9">
|
|
</span><span id="__span-0-10"><span class="n">english_agent</span> <span class="o">=</span> <span class="n">Agent</span><span class="p">(</span>
|
|
</span><span id="__span-0-11"> <span class="n">name</span><span class="o">=</span><span class="s2">"English agent"</span><span class="p">,</span>
|
|
</span><span id="__span-0-12"> <span class="n">instructions</span><span class="o">=</span><span class="s2">"You only speak English"</span><span class="p">,</span>
|
|
</span><span id="__span-0-13"> <span class="n">model</span><span class="o">=</span><span class="n">OpenAIChatCompletionsModel</span><span class="p">(</span> <span class="c1"># (2)!</span>
|
|
</span><span id="__span-0-14"> <span class="n">model</span><span class="o">=</span><span class="s2">"gpt-4o"</span><span class="p">,</span>
|
|
</span><span id="__span-0-15"> <span class="n">openai_client</span><span class="o">=</span><span class="n">AsyncOpenAI</span><span class="p">()</span>
|
|
</span><span id="__span-0-16"> <span class="p">),</span>
|
|
</span><span id="__span-0-17"><span class="p">)</span>
|
|
</span><span id="__span-0-18">
|
|
</span><span id="__span-0-19"><span class="n">triage_agent</span> <span class="o">=</span> <span class="n">Agent</span><span class="p">(</span>
|
|
</span><span id="__span-0-20"> <span class="n">name</span><span class="o">=</span><span class="s2">"Triage agent"</span><span class="p">,</span>
|
|
</span><span id="__span-0-21"> <span class="n">instructions</span><span class="o">=</span><span class="s2">"Handoff to the appropriate agent based on the language of the request."</span><span class="p">,</span>
|
|
</span><span id="__span-0-22"> <span class="n">handoffs</span><span class="o">=</span><span class="p">[</span><span class="n">spanish_agent</span><span class="p">,</span> <span class="n">english_agent</span><span class="p">],</span>
|
|
</span><span id="__span-0-23"> <span class="n">model</span><span class="o">=</span><span class="s2">"gpt-3.5-turbo"</span><span class="p">,</span>
|
|
</span><span id="__span-0-24"><span class="p">)</span>
|
|
</span><span id="__span-0-25">
|
|
</span><span id="__span-0-26"><span class="k">async</span> <span class="k">def</span><span class="w"> </span><span class="nf">main</span><span class="p">():</span>
|
|
</span><span id="__span-0-27"> <span class="n">result</span> <span class="o">=</span> <span class="k">await</span> <span class="n">Runner</span><span class="o">.</span><span class="n">run</span><span class="p">(</span><span class="n">triage_agent</span><span class="p">,</span> <span class="nb">input</span><span class="o">=</span><span class="s2">"Hola, ¿cómo estás?"</span><span class="p">)</span>
|
|
</span><span id="__span-0-28"> <span class="nb">print</span><span class="p">(</span><span class="n">result</span><span class="o">.</span><span class="n">final_output</span><span class="p">)</span>
|
|
</span></code></pre></div>
|
|
<ol>
|
|
<li>Sets the name of an OpenAI model directly.</li>
|
|
<li>Provides a <a class="autorefs autorefs-internal" title="Model" href="../ref/models/interface/#cai.sdk.agents.models.interface.Model"><code>Model</code></a> implementation.</li>
|
|
</ol>
|
|
<h2 id="using-other-llm-providers">Using other LLM providers</h2>
|
|
<p>You can use other LLM providers in 3 ways (examples <a href="https://github.com/openai/openai-agents-python/tree/main/examples/model_providers/">here</a>):</p>
|
|
<ol>
|
|
<li><a class="autorefs autorefs-internal" title="set_default_openai_client" href="../ref/#cai.sdk.agents.set_default_openai_client"><code>set_default_openai_client</code></a> is useful in cases where you want to globally use an instance of <code>AsyncOpenAI</code> as the LLM client. This is for cases where the LLM provider has an OpenAI compatible API endpoint, and you can set the <code>base_url</code> and <code>api_key</code>. See a configurable example in <a href="https://github.com/openai/openai-agents-python/tree/main/examples/model_providers/custom_example_global.py">examples/model_providers/custom_example_global.py</a>.</li>
|
|
<li><a class="autorefs autorefs-internal" title="ModelProvider" href="../ref/models/interface/#cai.sdk.agents.models.interface.ModelProvider"><code>ModelProvider</code></a> is at the <code>Runner.run</code> level. This lets you say "use a custom model provider for all agents in this run". See a configurable example in <a href="https://github.com/openai/openai-agents-python/tree/main/examples/model_providers/custom_example_provider.py">examples/model_providers/custom_example_provider.py</a>.</li>
|
|
<li><a class="autorefs autorefs-internal" title="model
|
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|
|
|
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|
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class-attribute
|
|
instance-attribute
|
|
" href="../ref/agent/#cai.sdk.agents.agent.Agent.model"><code>Agent.model</code></a> lets you specify the model on a specific Agent instance. This enables you to mix and match different providers for different agents. See a configurable example in <a href="https://github.com/openai/openai-agents-python/tree/main/examples/model_providers/custom_example_agent.py">examples/model_providers/custom_example_agent.py</a>.</li>
|
|
</ol>
|
|
<p>In cases where you do not have an API key from <code>platform.openai.com</code>, we recommend disabling tracing via <code>set_tracing_disabled()</code>, or setting up a <a href="../tracing/">different tracing processor</a>.</p>
|
|
<div class="admonition note">
|
|
<p class="admonition-title">Note</p>
|
|
<p>In these examples, we use the Chat Completions API/model, because most LLM providers don't yet support the Responses API. If your LLM provider does support it, we recommend using Responses.</p>
|
|
</div>
|
|
<h2 id="common-issues-with-using-other-llm-providers">Common issues with using other LLM providers</h2>
|
|
<h3 id="tracing-client-error-401">Tracing client error 401</h3>
|
|
<p>If you get errors related to tracing, this is because traces are uploaded to OpenAI servers, and you don't have an OpenAI API key. You have three options to resolve this:</p>
|
|
<ol>
|
|
<li>Disable tracing entirely: <a class="autorefs autorefs-internal" title="set_tracing_disabled" href="../ref/#cai.sdk.agents.set_tracing_disabled"><code>set_tracing_disabled(True)</code></a>.</li>
|
|
<li>Set an OpenAI key for tracing: <a class="autorefs autorefs-internal" title="set_tracing_export_api_key" href="../ref/#cai.sdk.agents.set_tracing_export_api_key"><code>set_tracing_export_api_key(...)</code></a>. This API key will only be used for uploading traces, and must be from <a href="https://platform.openai.com/">platform.openai.com</a>.</li>
|
|
<li>Use a non-OpenAI trace processor. See the <a href="../tracing/#custom-tracing-processors">tracing docs</a>.</li>
|
|
</ol>
|
|
<h3 id="responses-api-support">Responses API support</h3>
|
|
<p>The SDK uses the Responses API by default, but most other LLM providers don't yet support it. You may see 404s or similar issues as a result. To resolve, you have two options:</p>
|
|
<ol>
|
|
<li>Call <a class="autorefs autorefs-internal" title="set_default_openai_api" href="../ref/#cai.sdk.agents.set_default_openai_api"><code>set_default_openai_api("chat_completions")</code></a>. This works if you are setting <code>OPENAI_API_KEY</code> and <code>OPENAI_BASE_URL</code> via environment vars.</li>
|
|
<li>Use <a class="autorefs autorefs-internal" title="OpenAIChatCompletionsModel" href="../ref/models/openai_chatcompletions/#cai.sdk.agents.models.openai_chatcompletions.OpenAIChatCompletionsModel"><code>OpenAIChatCompletionsModel</code></a>. There are examples <a href="https://github.com/openai/openai-agents-python/tree/main/examples/model_providers/">here</a>.</li>
|
|
</ol>
|
|
<h3 id="structured-outputs-support">Structured outputs support</h3>
|
|
<p>Some model providers don't have support for <a href="https://platform.openai.com/docs/guides/structured-outputs">structured outputs</a>. This sometimes results in an error that looks something like this:</p>
|
|
<div class="language-text highlight"><pre><span></span><code><span id="__span-1-1">BadRequestError: Error code: 400 - {'error': {'message': "'response_format.type' : value is not one of the allowed values ['text','json_object']", 'type': 'invalid_request_error'}}
|
|
</span></code></pre></div>
|
|
<p>This is a shortcoming of some model providers - they support JSON outputs, but don't allow you to specify the <code>json_schema</code> to use for the output. We are working on a fix for this, but we suggest relying on providers that do have support for JSON schema output, because otherwise your app will often break because of malformed JSON.</p>
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