mirror of https://github.com/aliasrobotics/cai.git
3854 lines
109 KiB
HTML
3854 lines
109 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="prev" href="../run/">
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<link rel="next" href="../result/">
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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>Tool - 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="#tools" 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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Tool
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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 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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Packet Capture on WSL2
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<li class="md-nav__item md-nav__item--section md-nav__item--nested">
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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">
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<label class="md-nav__title" for="__nav_8">
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<span class="md-nav__icon md-icon"></span>
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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">
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<a href="../../mui/mui_index/" class="md-nav__link">
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<span class="md-ellipsis">
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Overview
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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/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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</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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<span class="md-ellipsis">
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Terminal UI (TUI) - Deprecated
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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">
|
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<label class="md-nav__title" for="__nav_9">
|
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<span class="md-nav__icon md-icon"></span>
|
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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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<span class="md-ellipsis">
|
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Overview
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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/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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</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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<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="../../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">
|
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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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</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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</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--active md-nav__item--section md-nav__item--nested">
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<input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_10" checked>
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<label class="md-nav__link" for="__nav_10" id="__nav_10_label" tabindex="">
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<span class="md-ellipsis">
|
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API Reference
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|
|
</span>
|
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|
|
<span class="md-nav__icon md-icon"></span>
|
|
</label>
|
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|
<nav class="md-nav" data-md-level="1" aria-labelledby="__nav_10_label" aria-expanded="true">
|
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<label class="md-nav__title" for="__nav_10">
|
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<span class="md-nav__icon md-icon"></span>
|
|
API Reference
|
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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 md-nav__item--active md-nav__item--nested">
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<input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_10_1" checked>
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<label class="md-nav__link" for="__nav_10_1" id="__nav_10_1_label" tabindex="0">
|
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<span class="md-ellipsis">
|
|
Agents
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|
|
|
</span>
|
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|
|
<span class="md-nav__icon md-icon"></span>
|
|
</label>
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|
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<nav class="md-nav" data-md-level="2" aria-labelledby="__nav_10_1_label" aria-expanded="true">
|
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<label class="md-nav__title" for="__nav_10_1">
|
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<span class="md-nav__icon md-icon"></span>
|
|
Agents
|
|
</label>
|
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<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
|
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|
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</span>
|
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</a>
|
|
</li>
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<li class="md-nav__item">
|
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<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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</a>
|
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</li>
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<li class="md-nav__item md-nav__item--active">
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<input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
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<label class="md-nav__link md-nav__link--active" for="__toc">
|
|
|
|
|
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|
|
<span class="md-ellipsis">
|
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Tool
|
|
|
|
</span>
|
|
|
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|
|
<span class="md-nav__icon md-icon"></span>
|
|
</label>
|
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|
|
<a href="./" class="md-nav__link md-nav__link--active">
|
|
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|
|
|
|
|
<span class="md-ellipsis">
|
|
Tool
|
|
|
|
</span>
|
|
|
|
|
|
</a>
|
|
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|
|
<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
|
|
|
|
|
|
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|
|
|
|
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|
|
<label class="md-nav__title" for="__toc">
|
|
<span class="md-nav__icon md-icon"></span>
|
|
Table of contents
|
|
</label>
|
|
<ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
|
|
|
|
<li class="md-nav__item">
|
|
<a href="#cai.sdk.agents.tool" class="md-nav__link">
|
|
<span class="md-ellipsis">
|
|
tool
|
|
</span>
|
|
</a>
|
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</li>
|
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|
|
<li class="md-nav__item">
|
|
<a href="#cai.sdk.agents.tool.Tool" class="md-nav__link">
|
|
<span class="md-ellipsis">
|
|
Tool
|
|
</span>
|
|
</a>
|
|
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</li>
|
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|
|
<li class="md-nav__item">
|
|
<a href="#cai.sdk.agents.tool.FunctionTool" class="md-nav__link">
|
|
<span class="md-ellipsis">
|
|
FunctionTool
|
|
</span>
|
|
</a>
|
|
|
|
<nav class="md-nav" aria-label="FunctionTool">
|
|
<ul class="md-nav__list">
|
|
|
|
<li class="md-nav__item">
|
|
<a href="#cai.sdk.agents.tool.FunctionTool.name" class="md-nav__link">
|
|
<span class="md-ellipsis">
|
|
name
|
|
</span>
|
|
</a>
|
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|
|
</li>
|
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|
|
<li class="md-nav__item">
|
|
<a href="#cai.sdk.agents.tool.FunctionTool.description" class="md-nav__link">
|
|
<span class="md-ellipsis">
|
|
description
|
|
</span>
|
|
</a>
|
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|
|
</li>
|
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|
|
<li class="md-nav__item">
|
|
<a href="#cai.sdk.agents.tool.FunctionTool.params_json_schema" class="md-nav__link">
|
|
<span class="md-ellipsis">
|
|
params_json_schema
|
|
</span>
|
|
</a>
|
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|
|
</li>
|
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|
|
<li class="md-nav__item">
|
|
<a href="#cai.sdk.agents.tool.FunctionTool.on_invoke_tool" class="md-nav__link">
|
|
<span class="md-ellipsis">
|
|
on_invoke_tool
|
|
</span>
|
|
</a>
|
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|
|
</li>
|
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|
|
<li class="md-nav__item">
|
|
<a href="#cai.sdk.agents.tool.FunctionTool.strict_json_schema" class="md-nav__link">
|
|
<span class="md-ellipsis">
|
|
strict_json_schema
|
|
</span>
|
|
</a>
|
|
|
|
</li>
|
|
|
|
</ul>
|
|
</nav>
|
|
|
|
</li>
|
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|
|
<li class="md-nav__item">
|
|
<a href="#cai.sdk.agents.tool.function_tool" class="md-nav__link">
|
|
<span class="md-ellipsis">
|
|
function_tool
|
|
</span>
|
|
</a>
|
|
|
|
</li>
|
|
|
|
</ul>
|
|
|
|
</nav>
|
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|
</li>
|
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<li class="md-nav__item">
|
|
<a href="../result/" class="md-nav__link">
|
|
|
|
|
|
|
|
<span class="md-ellipsis">
|
|
Result
|
|
|
|
</span>
|
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|
|
|
|
</a>
|
|
</li>
|
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<li class="md-nav__item">
|
|
<a href="../stream_events/" class="md-nav__link">
|
|
|
|
|
|
|
|
<span class="md-ellipsis">
|
|
Stream Events
|
|
|
|
</span>
|
|
|
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|
|
</a>
|
|
</li>
|
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<li class="md-nav__item">
|
|
<a href="../handoffs/" class="md-nav__link">
|
|
|
|
|
|
|
|
<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">
|
|
|
|
|
|
|
|
<span class="md-ellipsis">
|
|
Lifecycle
|
|
|
|
</span>
|
|
|
|
|
|
</a>
|
|
</li>
|
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<h1 id="tools"><code>Tools</code></h1>
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<div class="doc doc-object doc-module">
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<a id="cai.sdk.agents.tool"></a>
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<div class="doc doc-contents first">
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<div class="doc doc-children">
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<div class="doc doc-object doc-attribute">
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<h3 id="cai.sdk.agents.tool.Tool" class="doc doc-heading">
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<span class="doc doc-object-name doc-attribute-name">Tool</span>
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<span class="doc doc-labels">
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<small class="doc doc-label doc-label-module-attribute"><code>module-attribute</code></small>
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</span>
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</h3>
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<div class="language-python doc-signature highlight"><pre><span></span><code><span id="__span-0-1"><span class="n">Tool</span> <span class="o">=</span> <span class="n"><span title="typing.Union">Union</span></span><span class="p">[</span>
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</span><span id="__span-0-2"> <span class="n"><a class="autorefs autorefs-internal" title="FunctionTool
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dataclass
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(cai.sdk.agents.tool.FunctionTool)" href="#cai.sdk.agents.tool.FunctionTool">FunctionTool</a></span><span class="p">,</span>
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</span><span id="__span-0-3"> <span class="n"><span title="cai.sdk.agents.tool.FileSearchTool">FileSearchTool</span></span><span class="p">,</span>
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</span><span id="__span-0-4"> <span class="n"><span title="cai.sdk.agents.tool.WebSearchTool">WebSearchTool</span></span><span class="p">,</span>
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</span><span id="__span-0-5"> <span class="n"><span title="cai.sdk.agents.tool.ComputerTool">ComputerTool</span></span><span class="p">,</span>
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</span><span id="__span-0-6"><span class="p">]</span>
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</span></code></pre></div>
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<div class="doc doc-contents ">
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<p>A tool that can be used in an agent.</p>
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</div>
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</div>
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<div class="doc doc-object doc-class">
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<h3 id="cai.sdk.agents.tool.FunctionTool" class="doc doc-heading">
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<span class="doc doc-object-name doc-class-name">FunctionTool</span>
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<span class="doc doc-labels">
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<small class="doc doc-label doc-label-dataclass"><code>dataclass</code></small>
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</span>
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</h3>
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<div class="doc doc-contents ">
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<p>A tool that wraps a function. In most cases, you should use the <code>function_tool</code> helpers to
|
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create a FunctionTool, as they let you easily wrap a Python function.</p>
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<details class="quote">
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<summary>Source code in <code>src/cai/sdk/agents/tool.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">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>
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<span class="normal">66</span>
|
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<span class="normal">67</span>
|
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<span class="normal">68</span>
|
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<span class="normal">69</span>
|
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<span class="normal">70</span>
|
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<span class="normal">71</span>
|
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<span class="normal">72</span>
|
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<span class="normal">73</span>
|
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<span class="normal">74</span>
|
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<span class="normal">75</span>
|
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<span class="normal">76</span>
|
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<span class="normal">77</span>
|
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<span class="normal">78</span>
|
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<span class="normal">79</span>
|
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<span class="normal">80</span>
|
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<span class="normal">81</span>
|
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<span class="normal">82</span></pre></div></td><td class="code"><div><pre><span></span><code><span id="__span-0-54"><span class="nd">@dataclass</span>
|
|
</span><span id="__span-0-55"><span class="k">class</span><span class="w"> </span><span class="nc">FunctionTool</span><span class="p">:</span>
|
|
</span><span id="__span-0-56"><span class="w"> </span><span class="sd">"""A tool that wraps a function. In most cases, you should use the `function_tool` helpers to</span>
|
|
</span><span id="__span-0-57"><span class="sd"> create a FunctionTool, as they let you easily wrap a Python function.</span>
|
|
</span><span id="__span-0-58"><span class="sd"> """</span>
|
|
</span><span id="__span-0-59">
|
|
</span><span id="__span-0-60"> <span class="n">name</span><span class="p">:</span> <span class="nb">str</span>
|
|
</span><span id="__span-0-61"><span class="w"> </span><span class="sd">"""The name of the tool, as shown to the LLM. Generally the name of the function."""</span>
|
|
</span><span id="__span-0-62">
|
|
</span><span id="__span-0-63"> <span class="n">description</span><span class="p">:</span> <span class="nb">str</span>
|
|
</span><span id="__span-0-64"><span class="w"> </span><span class="sd">"""A description of the tool, as shown to the LLM."""</span>
|
|
</span><span id="__span-0-65">
|
|
</span><span id="__span-0-66"> <span class="n">params_json_schema</span><span class="p">:</span> <span class="nb">dict</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="n">Any</span><span class="p">]</span>
|
|
</span><span id="__span-0-67"><span class="w"> </span><span class="sd">"""The JSON schema for the tool's parameters."""</span>
|
|
</span><span id="__span-0-68">
|
|
</span><span id="__span-0-69"> <span class="n">on_invoke_tool</span><span class="p">:</span> <span class="n">Callable</span><span class="p">[[</span><span class="n">RunContextWrapper</span><span class="p">[</span><span class="n">Any</span><span class="p">],</span> <span class="nb">str</span><span class="p">],</span> <span class="n">Awaitable</span><span class="p">[</span><span class="n">Any</span><span class="p">]]</span>
|
|
</span><span id="__span-0-70"><span class="w"> </span><span class="sd">"""A function that invokes the tool with the given context and parameters. The params passed</span>
|
|
</span><span id="__span-0-71"><span class="sd"> are:</span>
|
|
</span><span id="__span-0-72"><span class="sd"> 1. The tool run context.</span>
|
|
</span><span id="__span-0-73"><span class="sd"> 2. The arguments from the LLM, as a JSON string.</span>
|
|
</span><span id="__span-0-74">
|
|
</span><span id="__span-0-75"><span class="sd"> You must return a string representation of the tool output, or something we can call `str()` on.</span>
|
|
</span><span id="__span-0-76"><span class="sd"> In case of errors, you can either raise an Exception (which will cause the run to fail) or</span>
|
|
</span><span id="__span-0-77"><span class="sd"> return a string error message (which will be sent back to the LLM).</span>
|
|
</span><span id="__span-0-78"><span class="sd"> """</span>
|
|
</span><span id="__span-0-79">
|
|
</span><span id="__span-0-80"> <span class="n">strict_json_schema</span><span class="p">:</span> <span class="nb">bool</span> <span class="o">=</span> <span class="kc">True</span>
|
|
</span><span id="__span-0-81"><span class="w"> </span><span class="sd">"""Whether the JSON schema is in strict mode. We **strongly** recommend setting this to True,</span>
|
|
</span><span id="__span-0-82"><span class="sd"> as it increases the likelihood of correct JSON input."""</span>
|
|
</span></code></pre></div></td></tr></table></div>
|
|
</details>
|
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<div class="doc doc-children">
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<div class="doc doc-object doc-attribute">
|
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<h4 id="cai.sdk.agents.tool.FunctionTool.name" class="doc doc-heading">
|
|
<span class="doc doc-object-name doc-attribute-name">name</span>
|
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|
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|
|
<span class="doc doc-labels">
|
|
<small class="doc doc-label doc-label-instance-attribute"><code>instance-attribute</code></small>
|
|
</span>
|
|
|
|
</h4>
|
|
<div class="language-python doc-signature highlight"><pre><span></span><code><span id="__span-0-1"><span class="n">name</span><span class="p">:</span> <span class="n"><span title="str">str</span></span>
|
|
</span></code></pre></div>
|
|
|
|
<div class="doc doc-contents ">
|
|
|
|
<p>The name of the tool, as shown to the LLM. Generally the name of the function.</p>
|
|
|
|
</div>
|
|
|
|
</div>
|
|
|
|
<div class="doc doc-object doc-attribute">
|
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|
|
|
|
|
|
<h4 id="cai.sdk.agents.tool.FunctionTool.description" class="doc doc-heading">
|
|
<span class="doc doc-object-name doc-attribute-name">description</span>
|
|
|
|
|
|
<span class="doc doc-labels">
|
|
<small class="doc doc-label doc-label-instance-attribute"><code>instance-attribute</code></small>
|
|
</span>
|
|
|
|
</h4>
|
|
<div class="language-python doc-signature highlight"><pre><span></span><code><span id="__span-0-1"><span class="n">description</span><span class="p">:</span> <span class="n"><span title="str">str</span></span>
|
|
</span></code></pre></div>
|
|
|
|
<div class="doc doc-contents ">
|
|
|
|
<p>A description of the tool, as shown to the LLM.</p>
|
|
|
|
</div>
|
|
|
|
</div>
|
|
|
|
<div class="doc doc-object doc-attribute">
|
|
|
|
|
|
|
|
<h4 id="cai.sdk.agents.tool.FunctionTool.params_json_schema" class="doc doc-heading">
|
|
<span class="doc doc-object-name doc-attribute-name">params_json_schema</span>
|
|
|
|
|
|
<span class="doc doc-labels">
|
|
<small class="doc doc-label doc-label-instance-attribute"><code>instance-attribute</code></small>
|
|
</span>
|
|
|
|
</h4>
|
|
<div class="language-python doc-signature highlight"><pre><span></span><code><span id="__span-0-1"><span class="n">params_json_schema</span><span class="p">:</span> <span class="n"><span title="dict">dict</span></span><span class="p">[</span><span class="n"><span title="str">str</span></span><span class="p">,</span> <span class="n"><span title="typing.Any">Any</span></span><span class="p">]</span>
|
|
</span></code></pre></div>
|
|
|
|
<div class="doc doc-contents ">
|
|
|
|
<p>The JSON schema for the tool's parameters.</p>
|
|
|
|
</div>
|
|
|
|
</div>
|
|
|
|
<div class="doc doc-object doc-attribute">
|
|
|
|
|
|
|
|
<h4 id="cai.sdk.agents.tool.FunctionTool.on_invoke_tool" class="doc doc-heading">
|
|
<span class="doc doc-object-name doc-attribute-name">on_invoke_tool</span>
|
|
|
|
|
|
<span class="doc doc-labels">
|
|
<small class="doc doc-label doc-label-instance-attribute"><code>instance-attribute</code></small>
|
|
</span>
|
|
|
|
</h4>
|
|
<div class="language-python doc-signature highlight"><pre><span></span><code><span id="__span-0-1"><span class="n">on_invoke_tool</span><span class="p">:</span> <span class="n"><span title="typing.Callable">Callable</span></span><span class="p">[</span>
|
|
</span><span id="__span-0-2"> <span class="p">[</span><span class="n"><a class="autorefs autorefs-internal" title="RunContextWrapper
|
|
|
|
|
|
|
|
dataclass
|
|
(cai.sdk.agents.run_context.RunContextWrapper)" href="../run_context/#cai.sdk.agents.run_context.RunContextWrapper">RunContextWrapper</a></span><span class="p">[</span><span class="n"><span title="typing.Any">Any</span></span><span class="p">],</span> <span class="n"><span title="str">str</span></span><span class="p">],</span> <span class="n"><span title="collections.abc.Awaitable">Awaitable</span></span><span class="p">[</span><span class="n"><span title="typing.Any">Any</span></span><span class="p">]</span>
|
|
</span><span id="__span-0-3"><span class="p">]</span>
|
|
</span></code></pre></div>
|
|
|
|
<div class="doc doc-contents ">
|
|
|
|
<p>A function that invokes the tool with the given context and parameters. The params passed
|
|
are:
|
|
1. The tool run context.
|
|
2. The arguments from the LLM, as a JSON string.</p>
|
|
<p>You must return a string representation of the tool output, or something we can call <code>str()</code> on.
|
|
In case of errors, you can either raise an Exception (which will cause the run to fail) or
|
|
return a string error message (which will be sent back to the LLM).</p>
|
|
|
|
</div>
|
|
|
|
</div>
|
|
|
|
<div class="doc doc-object doc-attribute">
|
|
|
|
|
|
|
|
<h4 id="cai.sdk.agents.tool.FunctionTool.strict_json_schema" class="doc doc-heading">
|
|
<span class="doc doc-object-name doc-attribute-name">strict_json_schema</span>
|
|
|
|
|
|
<span class="doc doc-labels">
|
|
<small class="doc doc-label doc-label-class-attribute"><code>class-attribute</code></small>
|
|
<small class="doc doc-label doc-label-instance-attribute"><code>instance-attribute</code></small>
|
|
</span>
|
|
|
|
</h4>
|
|
<div class="language-python doc-signature highlight"><pre><span></span><code><span id="__span-0-1"><span class="n">strict_json_schema</span><span class="p">:</span> <span class="n"><span title="bool">bool</span></span> <span class="o">=</span> <span class="kc">True</span>
|
|
</span></code></pre></div>
|
|
|
|
<div class="doc doc-contents ">
|
|
|
|
<p>Whether the JSON schema is in strict mode. We <strong>strongly</strong> recommend setting this to True,
|
|
as it increases the likelihood of correct JSON input.</p>
|
|
|
|
</div>
|
|
|
|
</div>
|
|
|
|
|
|
|
|
|
|
|
|
</div>
|
|
|
|
</div>
|
|
|
|
</div>
|
|
|
|
|
|
<div class="doc doc-object doc-function">
|
|
|
|
|
|
<h3 id="cai.sdk.agents.tool.function_tool" class="doc doc-heading">
|
|
<span class="doc doc-object-name doc-function-name">function_tool</span>
|
|
|
|
|
|
</h3>
|
|
<div class="doc-overloads">
|
|
<div class="language-python doc-signature highlight"><pre><span></span><code><span id="__span-0-1"><span class="nf">function_tool</span><span class="p">(</span>
|
|
</span><span id="__span-0-2"> <span class="n">func</span><span class="p">:</span> <span class="n"><span title="cai.sdk.agents.tool.ToolFunction">ToolFunction</span></span><span class="p">[</span><span class="o">...</span><span class="p">],</span>
|
|
</span><span id="__span-0-3"> <span class="o">*</span><span class="p">,</span>
|
|
</span><span id="__span-0-4"> <span class="n">name_override</span><span class="p">:</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">description_override</span><span class="p">:</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">docstring_style</span><span class="p">:</span> <span class="n"><span title="cai.sdk.agents.function_schema.DocstringStyle">DocstringStyle</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-0-7"> <span class="n">use_docstring_info</span><span class="p">:</span> <span class="n"><span title="bool">bool</span></span> <span class="o">=</span> <span class="kc">True</span><span class="p">,</span>
|
|
</span><span id="__span-0-8"> <span class="n">failure_error_function</span><span class="p">:</span> <span class="n"><span title="cai.sdk.agents.tool.ToolErrorFunction">ToolErrorFunction</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-0-9"> <span class="n">strict_mode</span><span class="p">:</span> <span class="n"><span title="bool">bool</span></span> <span class="o">=</span> <span class="kc">True</span><span class="p">,</span>
|
|
</span><span id="__span-0-10"><span class="p">)</span> <span class="o">-></span> <span class="n"><a class="autorefs autorefs-internal" title="FunctionTool
|
|
|
|
|
|
|
|
dataclass
|
|
(cai.sdk.agents.tool.FunctionTool)" href="#cai.sdk.agents.tool.FunctionTool">FunctionTool</a></span>
|
|
</span></code></pre></div><div class="language-python doc-signature highlight"><pre><span></span><code><span id="__span-0-1"><span class="nf">function_tool</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="n">name_override</span><span class="p">:</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-0-4"> <span class="n">description_override</span><span class="p">:</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">docstring_style</span><span class="p">:</span> <span class="n"><span title="cai.sdk.agents.function_schema.DocstringStyle">DocstringStyle</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">use_docstring_info</span><span class="p">:</span> <span class="n"><span title="bool">bool</span></span> <span class="o">=</span> <span class="kc">True</span><span class="p">,</span>
|
|
</span><span id="__span-0-7"> <span class="n">failure_error_function</span><span class="p">:</span> <span class="n"><span title="cai.sdk.agents.tool.ToolErrorFunction">ToolErrorFunction</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-0-8"> <span class="n">strict_mode</span><span class="p">:</span> <span class="n"><span title="bool">bool</span></span> <span class="o">=</span> <span class="kc">True</span><span class="p">,</span>
|
|
</span><span id="__span-0-9"><span class="p">)</span> <span class="o">-></span> <span class="n"><span title="typing.Callable">Callable</span></span><span class="p">[[</span><span class="n"><span title="cai.sdk.agents.tool.ToolFunction">ToolFunction</span></span><span class="p">[</span><span class="o">...</span><span class="p">]],</span> <span class="n"><a class="autorefs autorefs-internal" title="FunctionTool
|
|
|
|
|
|
|
|
dataclass
|
|
(cai.sdk.agents.tool.FunctionTool)" href="#cai.sdk.agents.tool.FunctionTool">FunctionTool</a></span><span class="p">]</span>
|
|
</span></code></pre></div> </div>
|
|
<div class="language-python doc-signature highlight"><pre><span></span><code><span id="__span-0-1"><span class="nf">function_tool</span><span class="p">(</span>
|
|
</span><span id="__span-0-2"> <span class="n">func</span><span class="p">:</span> <span class="n"><span title="cai.sdk.agents.tool.ToolFunction">ToolFunction</span></span><span class="p">[</span><span class="o">...</span><span class="p">]</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-0-3"> <span class="o">*</span><span class="p">,</span>
|
|
</span><span id="__span-0-4"> <span class="n">name_override</span><span class="p">:</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">description_override</span><span class="p">:</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">docstring_style</span><span class="p">:</span> <span class="n"><span title="cai.sdk.agents.function_schema.DocstringStyle">DocstringStyle</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-0-7"> <span class="n">use_docstring_info</span><span class="p">:</span> <span class="n"><span title="bool">bool</span></span> <span class="o">=</span> <span class="kc">True</span><span class="p">,</span>
|
|
</span><span id="__span-0-8"> <span class="n">failure_error_function</span><span class="p">:</span> <span class="n"><span title="cai.sdk.agents.tool.ToolErrorFunction">ToolErrorFunction</span></span>
|
|
</span><span id="__span-0-9"> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="n"><span title="cai.sdk.agents.tool.default_tool_error_function">default_tool_error_function</span></span><span class="p">,</span>
|
|
</span><span id="__span-0-10"> <span class="n">strict_mode</span><span class="p">:</span> <span class="n"><span title="bool">bool</span></span> <span class="o">=</span> <span class="kc">True</span><span class="p">,</span>
|
|
</span><span id="__span-0-11"><span class="p">)</span> <span class="o">-></span> <span class="p">(</span>
|
|
</span><span id="__span-0-12"> <span class="n"><a class="autorefs autorefs-internal" title="FunctionTool
|
|
|
|
|
|
|
|
dataclass
|
|
(cai.sdk.agents.tool.FunctionTool)" href="#cai.sdk.agents.tool.FunctionTool">FunctionTool</a></span>
|
|
</span><span id="__span-0-13"> <span class="o">|</span> <span class="n"><span title="typing.Callable">Callable</span></span><span class="p">[[</span><span class="n"><span title="cai.sdk.agents.tool.ToolFunction">ToolFunction</span></span><span class="p">[</span><span class="o">...</span><span class="p">]],</span> <span class="n"><a class="autorefs autorefs-internal" title="FunctionTool
|
|
|
|
|
|
|
|
dataclass
|
|
(cai.sdk.agents.tool.FunctionTool)" href="#cai.sdk.agents.tool.FunctionTool">FunctionTool</a></span><span class="p">]</span>
|
|
</span><span id="__span-0-14"><span class="p">)</span>
|
|
</span></code></pre></div>
|
|
|
|
<div class="doc doc-contents ">
|
|
|
|
<p>Decorator to create a FunctionTool from a function. By default, we will:
|
|
1. Parse the function signature to create a JSON schema for the tool's parameters.
|
|
2. Use the function's docstring to populate the tool's description.
|
|
3. Use the function's docstring to populate argument descriptions.
|
|
The docstring style is detected automatically, but you can override it.</p>
|
|
<p>If the function takes a <code>RunContextWrapper</code> as the first argument, it <em>must</em> match the
|
|
context type of the agent that uses the tool.</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>func</code>
|
|
</td>
|
|
<td>
|
|
<code><span title="cai.sdk.agents.tool.ToolFunction">ToolFunction</span>[...] | None</code>
|
|
</td>
|
|
<td>
|
|
<div class="doc-md-description">
|
|
<p>The function to wrap.</p>
|
|
</div>
|
|
</td>
|
|
<td>
|
|
<code>None</code>
|
|
</td>
|
|
</tr>
|
|
<tr class="doc-section-item">
|
|
<td>
|
|
<code>name_override</code>
|
|
</td>
|
|
<td>
|
|
<code><span title="str">str</span> | None</code>
|
|
</td>
|
|
<td>
|
|
<div class="doc-md-description">
|
|
<p>If provided, use this name for the tool instead of the function's name.</p>
|
|
</div>
|
|
</td>
|
|
<td>
|
|
<code>None</code>
|
|
</td>
|
|
</tr>
|
|
<tr class="doc-section-item">
|
|
<td>
|
|
<code>description_override</code>
|
|
</td>
|
|
<td>
|
|
<code><span title="str">str</span> | None</code>
|
|
</td>
|
|
<td>
|
|
<div class="doc-md-description">
|
|
<p>If provided, use this description for the tool instead of the
|
|
function's docstring.</p>
|
|
</div>
|
|
</td>
|
|
<td>
|
|
<code>None</code>
|
|
</td>
|
|
</tr>
|
|
<tr class="doc-section-item">
|
|
<td>
|
|
<code>docstring_style</code>
|
|
</td>
|
|
<td>
|
|
<code><span title="cai.sdk.agents.function_schema.DocstringStyle">DocstringStyle</span> | None</code>
|
|
</td>
|
|
<td>
|
|
<div class="doc-md-description">
|
|
<p>If provided, use this style for the tool's docstring. If not provided,
|
|
we will attempt to auto-detect the style.</p>
|
|
</div>
|
|
</td>
|
|
<td>
|
|
<code>None</code>
|
|
</td>
|
|
</tr>
|
|
<tr class="doc-section-item">
|
|
<td>
|
|
<code>use_docstring_info</code>
|
|
</td>
|
|
<td>
|
|
<code><span title="bool">bool</span></code>
|
|
</td>
|
|
<td>
|
|
<div class="doc-md-description">
|
|
<p>If True, use the function's docstring to populate the tool's
|
|
description and argument descriptions.</p>
|
|
</div>
|
|
</td>
|
|
<td>
|
|
<code>True</code>
|
|
</td>
|
|
</tr>
|
|
<tr class="doc-section-item">
|
|
<td>
|
|
<code>failure_error_function</code>
|
|
</td>
|
|
<td>
|
|
<code><span title="cai.sdk.agents.tool.ToolErrorFunction">ToolErrorFunction</span> | None</code>
|
|
</td>
|
|
<td>
|
|
<div class="doc-md-description">
|
|
<p>If provided, use this function to generate an error message when
|
|
the tool call fails. The error message is sent to the LLM. If you pass None, then no
|
|
error message will be sent and instead an Exception will be raised.</p>
|
|
</div>
|
|
</td>
|
|
<td>
|
|
<code><span title="cai.sdk.agents.tool.default_tool_error_function">default_tool_error_function</span></code>
|
|
</td>
|
|
</tr>
|
|
<tr class="doc-section-item">
|
|
<td>
|
|
<code>strict_mode</code>
|
|
</td>
|
|
<td>
|
|
<code><span title="bool">bool</span></code>
|
|
</td>
|
|
<td>
|
|
<div class="doc-md-description">
|
|
<p>Whether to enable strict mode for the tool's JSON schema. We <em>strongly</em>
|
|
recommend setting this to True, as it increases the likelihood of correct JSON input.
|
|
If False, it allows non-strict JSON schemas. For example, if a parameter has a default
|
|
value, it will be optional, additional properties are allowed, etc. See here for more:
|
|
https://platform.openai.com/docs/guides/structured-outputs?api-mode=responses#supported-schemas</p>
|
|
</div>
|
|
</td>
|
|
<td>
|
|
<code>True</code>
|
|
</td>
|
|
</tr>
|
|
</tbody>
|
|
</table>
|
|
|
|
|
|
<details class="quote">
|
|
<summary>Source code in <code>src/cai/sdk/agents/tool.py</code></summary>
|
|
<div class="language-python highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">183</span>
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<span class="normal">336</span></pre></div></td><td class="code"><div><pre><span></span><code><span id="__span-0-183"><span class="k">def</span><span class="w"> </span><span class="nf">function_tool</span><span class="p">(</span>
|
|
</span><span id="__span-0-184"> <span class="n">func</span><span class="p">:</span> <span class="n">ToolFunction</span><span class="p">[</span><span class="o">...</span><span class="p">]</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-0-185"> <span class="o">*</span><span class="p">,</span>
|
|
</span><span id="__span-0-186"> <span class="n">name_override</span><span class="p">:</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-0-187"> <span class="n">description_override</span><span class="p">:</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-0-188"> <span class="n">docstring_style</span><span class="p">:</span> <span class="n">DocstringStyle</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-0-189"> <span class="n">use_docstring_info</span><span class="p">:</span> <span class="nb">bool</span> <span class="o">=</span> <span class="kc">True</span><span class="p">,</span>
|
|
</span><span id="__span-0-190"> <span class="n">failure_error_function</span><span class="p">:</span> <span class="n">ToolErrorFunction</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="n">default_tool_error_function</span><span class="p">,</span>
|
|
</span><span id="__span-0-191"> <span class="n">strict_mode</span><span class="p">:</span> <span class="nb">bool</span> <span class="o">=</span> <span class="kc">True</span><span class="p">,</span>
|
|
</span><span id="__span-0-192"><span class="p">)</span> <span class="o">-></span> <span class="n">FunctionTool</span> <span class="o">|</span> <span class="n">Callable</span><span class="p">[[</span><span class="n">ToolFunction</span><span class="p">[</span><span class="o">...</span><span class="p">]],</span> <span class="n">FunctionTool</span><span class="p">]:</span>
|
|
</span><span id="__span-0-193"><span class="w"> </span><span class="sd">"""</span>
|
|
</span><span id="__span-0-194"><span class="sd"> Decorator to create a FunctionTool from a function. By default, we will:</span>
|
|
</span><span id="__span-0-195"><span class="sd"> 1. Parse the function signature to create a JSON schema for the tool's parameters.</span>
|
|
</span><span id="__span-0-196"><span class="sd"> 2. Use the function's docstring to populate the tool's description.</span>
|
|
</span><span id="__span-0-197"><span class="sd"> 3. Use the function's docstring to populate argument descriptions.</span>
|
|
</span><span id="__span-0-198"><span class="sd"> The docstring style is detected automatically, but you can override it.</span>
|
|
</span><span id="__span-0-199">
|
|
</span><span id="__span-0-200"><span class="sd"> If the function takes a `RunContextWrapper` as the first argument, it *must* match the</span>
|
|
</span><span id="__span-0-201"><span class="sd"> context type of the agent that uses the tool.</span>
|
|
</span><span id="__span-0-202">
|
|
</span><span id="__span-0-203"><span class="sd"> Args:</span>
|
|
</span><span id="__span-0-204"><span class="sd"> func: The function to wrap.</span>
|
|
</span><span id="__span-0-205"><span class="sd"> name_override: If provided, use this name for the tool instead of the function's name.</span>
|
|
</span><span id="__span-0-206"><span class="sd"> description_override: If provided, use this description for the tool instead of the</span>
|
|
</span><span id="__span-0-207"><span class="sd"> function's docstring.</span>
|
|
</span><span id="__span-0-208"><span class="sd"> docstring_style: If provided, use this style for the tool's docstring. If not provided,</span>
|
|
</span><span id="__span-0-209"><span class="sd"> we will attempt to auto-detect the style.</span>
|
|
</span><span id="__span-0-210"><span class="sd"> use_docstring_info: If True, use the function's docstring to populate the tool's</span>
|
|
</span><span id="__span-0-211"><span class="sd"> description and argument descriptions.</span>
|
|
</span><span id="__span-0-212"><span class="sd"> failure_error_function: If provided, use this function to generate an error message when</span>
|
|
</span><span id="__span-0-213"><span class="sd"> the tool call fails. The error message is sent to the LLM. If you pass None, then no</span>
|
|
</span><span id="__span-0-214"><span class="sd"> error message will be sent and instead an Exception will be raised.</span>
|
|
</span><span id="__span-0-215"><span class="sd"> strict_mode: Whether to enable strict mode for the tool's JSON schema. We *strongly*</span>
|
|
</span><span id="__span-0-216"><span class="sd"> recommend setting this to True, as it increases the likelihood of correct JSON input.</span>
|
|
</span><span id="__span-0-217"><span class="sd"> If False, it allows non-strict JSON schemas. For example, if a parameter has a default</span>
|
|
</span><span id="__span-0-218"><span class="sd"> value, it will be optional, additional properties are allowed, etc. See here for more:</span>
|
|
</span><span id="__span-0-219"><span class="sd"> https://platform.openai.com/docs/guides/structured-outputs?api-mode=responses#supported-schemas</span>
|
|
</span><span id="__span-0-220"><span class="sd"> """</span>
|
|
</span><span id="__span-0-221">
|
|
</span><span id="__span-0-222"> <span class="k">def</span><span class="w"> </span><span class="nf">_create_function_tool</span><span class="p">(</span><span class="n">the_func</span><span class="p">:</span> <span class="n">ToolFunction</span><span class="p">[</span><span class="o">...</span><span class="p">])</span> <span class="o">-></span> <span class="n">FunctionTool</span><span class="p">:</span>
|
|
</span><span id="__span-0-223"> <span class="n">schema</span> <span class="o">=</span> <span class="n">function_schema</span><span class="p">(</span>
|
|
</span><span id="__span-0-224"> <span class="n">func</span><span class="o">=</span><span class="n">the_func</span><span class="p">,</span>
|
|
</span><span id="__span-0-225"> <span class="n">name_override</span><span class="o">=</span><span class="n">name_override</span><span class="p">,</span>
|
|
</span><span id="__span-0-226"> <span class="n">description_override</span><span class="o">=</span><span class="n">description_override</span><span class="p">,</span>
|
|
</span><span id="__span-0-227"> <span class="n">docstring_style</span><span class="o">=</span><span class="n">docstring_style</span><span class="p">,</span>
|
|
</span><span id="__span-0-228"> <span class="n">use_docstring_info</span><span class="o">=</span><span class="n">use_docstring_info</span><span class="p">,</span>
|
|
</span><span id="__span-0-229"> <span class="n">strict_json_schema</span><span class="o">=</span><span class="n">strict_mode</span><span class="p">,</span>
|
|
</span><span id="__span-0-230"> <span class="p">)</span>
|
|
</span><span id="__span-0-231">
|
|
</span><span id="__span-0-232"> <span class="k">async</span> <span class="k">def</span><span class="w"> </span><span class="nf">_on_invoke_tool_impl</span><span class="p">(</span><span class="n">ctx</span><span class="p">:</span> <span class="n">RunContextWrapper</span><span class="p">[</span><span class="n">Any</span><span class="p">],</span> <span class="nb">input</span><span class="p">:</span> <span class="nb">str</span><span class="p">)</span> <span class="o">-></span> <span class="n">Any</span><span class="p">:</span>
|
|
</span><span id="__span-0-233"> <span class="k">try</span><span class="p">:</span>
|
|
</span><span id="__span-0-234"> <span class="n">json_data</span><span class="p">:</span> <span class="nb">dict</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="n">Any</span><span class="p">]</span> <span class="o">=</span> <span class="n">json</span><span class="o">.</span><span class="n">loads</span><span class="p">(</span><span class="nb">input</span><span class="p">)</span> <span class="k">if</span> <span class="nb">input</span> <span class="k">else</span> <span class="p">{}</span>
|
|
</span><span id="__span-0-235"> <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-0-236"> <span class="k">if</span> <span class="n">_debug</span><span class="o">.</span><span class="n">DONT_LOG_TOOL_DATA</span><span class="p">:</span>
|
|
</span><span id="__span-0-237"> <span class="n">logger</span><span class="o">.</span><span class="n">debug</span><span class="p">(</span><span class="sa">f</span><span class="s2">"Invalid JSON input for tool </span><span class="si">{</span><span class="n">schema</span><span class="o">.</span><span class="n">name</span><span class="si">}</span><span class="s2">"</span><span class="p">)</span>
|
|
</span><span id="__span-0-238"> <span class="k">else</span><span class="p">:</span>
|
|
</span><span id="__span-0-239"> <span class="n">logger</span><span class="o">.</span><span class="n">debug</span><span class="p">(</span><span class="sa">f</span><span class="s2">"Invalid JSON input for tool </span><span class="si">{</span><span class="n">schema</span><span class="o">.</span><span class="n">name</span><span class="si">}</span><span class="s2">: </span><span class="si">{</span><span class="nb">input</span><span class="si">}</span><span class="s2">"</span><span class="p">)</span>
|
|
</span><span id="__span-0-240"> <span class="k">raise</span> <span class="n">ModelBehaviorError</span><span class="p">(</span>
|
|
</span><span id="__span-0-241"> <span class="sa">f</span><span class="s2">"Invalid JSON input for tool </span><span class="si">{</span><span class="n">schema</span><span class="o">.</span><span class="n">name</span><span class="si">}</span><span class="s2">: </span><span class="si">{</span><span class="nb">input</span><span class="si">}</span><span class="s2">"</span>
|
|
</span><span id="__span-0-242"> <span class="p">)</span> <span class="kn">from</span><span class="w"> </span><span class="nn">e</span>
|
|
</span><span id="__span-0-243">
|
|
</span><span id="__span-0-244"> <span class="c1"># Filter out None values so that function defaults are used</span>
|
|
</span><span id="__span-0-245"> <span class="c1"># LLMs may generate explicit null/None or string "None" for optional parameters</span>
|
|
</span><span id="__span-0-246"> <span class="n">json_data</span> <span class="o">=</span> <span class="p">{</span>
|
|
</span><span id="__span-0-247"> <span class="n">k</span><span class="p">:</span> <span class="n">v</span> <span class="k">for</span> <span class="n">k</span><span class="p">,</span> <span class="n">v</span> <span class="ow">in</span> <span class="n">json_data</span><span class="o">.</span><span class="n">items</span><span class="p">()</span>
|
|
</span><span id="__span-0-248"> <span class="k">if</span> <span class="n">v</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span> <span class="ow">and</span> <span class="n">v</span> <span class="o">!=</span> <span class="s2">"None"</span>
|
|
</span><span id="__span-0-249"> <span class="p">}</span>
|
|
</span><span id="__span-0-250">
|
|
</span><span id="__span-0-251"> <span class="k">if</span> <span class="n">_debug</span><span class="o">.</span><span class="n">DONT_LOG_TOOL_DATA</span><span class="p">:</span>
|
|
</span><span id="__span-0-252"> <span class="n">logger</span><span class="o">.</span><span class="n">debug</span><span class="p">(</span><span class="sa">f</span><span class="s2">"Invoking tool </span><span class="si">{</span><span class="n">schema</span><span class="o">.</span><span class="n">name</span><span class="si">}</span><span class="s2">"</span><span class="p">)</span>
|
|
</span><span id="__span-0-253"> <span class="k">else</span><span class="p">:</span>
|
|
</span><span id="__span-0-254"> <span class="n">logger</span><span class="o">.</span><span class="n">debug</span><span class="p">(</span><span class="sa">f</span><span class="s2">"Invoking tool </span><span class="si">{</span><span class="n">schema</span><span class="o">.</span><span class="n">name</span><span class="si">}</span><span class="s2"> with input </span><span class="si">{</span><span class="nb">input</span><span class="si">}</span><span class="s2">"</span><span class="p">)</span>
|
|
</span><span id="__span-0-255">
|
|
</span><span id="__span-0-256"> <span class="k">try</span><span class="p">:</span>
|
|
</span><span id="__span-0-257"> <span class="n">parsed</span> <span class="o">=</span> <span class="p">(</span>
|
|
</span><span id="__span-0-258"> <span class="n">schema</span><span class="o">.</span><span class="n">params_pydantic_model</span><span class="p">(</span><span class="o">**</span><span class="n">json_data</span><span class="p">)</span>
|
|
</span><span id="__span-0-259"> <span class="k">if</span> <span class="n">json_data</span>
|
|
</span><span id="__span-0-260"> <span class="k">else</span> <span class="n">schema</span><span class="o">.</span><span class="n">params_pydantic_model</span><span class="p">()</span>
|
|
</span><span id="__span-0-261"> <span class="p">)</span>
|
|
</span><span id="__span-0-262"> <span class="k">except</span> <span class="n">ValidationError</span> <span class="k">as</span> <span class="n">e</span><span class="p">:</span>
|
|
</span><span id="__span-0-263"> <span class="k">raise</span> <span class="n">ModelBehaviorError</span><span class="p">(</span><span class="sa">f</span><span class="s2">"Invalid JSON input for tool </span><span class="si">{</span><span class="n">schema</span><span class="o">.</span><span class="n">name</span><span class="si">}</span><span class="s2">: </span><span class="si">{</span><span class="n">e</span><span class="si">}</span><span class="s2">"</span><span class="p">)</span> <span class="kn">from</span><span class="w"> </span><span class="nn">e</span>
|
|
</span><span id="__span-0-264">
|
|
</span><span id="__span-0-265"> <span class="n">args</span><span class="p">,</span> <span class="n">kwargs_dict</span> <span class="o">=</span> <span class="n">schema</span><span class="o">.</span><span class="n">to_call_args</span><span class="p">(</span><span class="n">parsed</span><span class="p">)</span>
|
|
</span><span id="__span-0-266">
|
|
</span><span id="__span-0-267"> <span class="k">if</span> <span class="ow">not</span> <span class="n">_debug</span><span class="o">.</span><span class="n">DONT_LOG_TOOL_DATA</span><span class="p">:</span>
|
|
</span><span id="__span-0-268"> <span class="n">logger</span><span class="o">.</span><span class="n">debug</span><span class="p">(</span><span class="sa">f</span><span class="s2">"Tool call args: </span><span class="si">{</span><span class="n">args</span><span class="si">}</span><span class="s2">, kwargs: </span><span class="si">{</span><span class="n">kwargs_dict</span><span class="si">}</span><span class="s2">"</span><span class="p">)</span>
|
|
</span><span id="__span-0-269">
|
|
</span><span id="__span-0-270"> <span class="k">if</span> <span class="n">inspect</span><span class="o">.</span><span class="n">iscoroutinefunction</span><span class="p">(</span><span class="n">the_func</span><span class="p">):</span>
|
|
</span><span id="__span-0-271"> <span class="k">if</span> <span class="n">schema</span><span class="o">.</span><span class="n">takes_context</span><span class="p">:</span>
|
|
</span><span id="__span-0-272"> <span class="n">result</span> <span class="o">=</span> <span class="k">await</span> <span class="n">the_func</span><span class="p">(</span><span class="n">ctx</span><span class="p">,</span> <span class="o">*</span><span class="n">args</span><span class="p">,</span> <span class="o">**</span><span class="n">kwargs_dict</span><span class="p">)</span>
|
|
</span><span id="__span-0-273"> <span class="k">else</span><span class="p">:</span>
|
|
</span><span id="__span-0-274"> <span class="n">result</span> <span class="o">=</span> <span class="k">await</span> <span class="n">the_func</span><span class="p">(</span><span class="o">*</span><span class="n">args</span><span class="p">,</span> <span class="o">**</span><span class="n">kwargs_dict</span><span class="p">)</span>
|
|
</span><span id="__span-0-275"> <span class="k">else</span><span class="p">:</span>
|
|
</span><span id="__span-0-276"> <span class="c1"># Run synchronous functions in a thread pool to avoid blocking the event loop</span>
|
|
</span><span id="__span-0-277"> <span class="kn">import</span><span class="w"> </span><span class="nn">asyncio</span>
|
|
</span><span id="__span-0-278"> <span class="kn">import</span><span class="w"> </span><span class="nn">functools</span>
|
|
</span><span id="__span-0-279">
|
|
</span><span id="__span-0-280"> <span class="k">if</span> <span class="n">schema</span><span class="o">.</span><span class="n">takes_context</span><span class="p">:</span>
|
|
</span><span id="__span-0-281"> <span class="n">func_with_args</span> <span class="o">=</span> <span class="n">functools</span><span class="o">.</span><span class="n">partial</span><span class="p">(</span><span class="n">the_func</span><span class="p">,</span> <span class="n">ctx</span><span class="p">,</span> <span class="o">*</span><span class="n">args</span><span class="p">,</span> <span class="o">**</span><span class="n">kwargs_dict</span><span class="p">)</span>
|
|
</span><span id="__span-0-282"> <span class="k">else</span><span class="p">:</span>
|
|
</span><span id="__span-0-283"> <span class="n">func_with_args</span> <span class="o">=</span> <span class="n">functools</span><span class="o">.</span><span class="n">partial</span><span class="p">(</span><span class="n">the_func</span><span class="p">,</span> <span class="o">*</span><span class="n">args</span><span class="p">,</span> <span class="o">**</span><span class="n">kwargs_dict</span><span class="p">)</span>
|
|
</span><span id="__span-0-284">
|
|
</span><span id="__span-0-285"> <span class="c1"># Run in thread pool executor to prevent blocking</span>
|
|
</span><span id="__span-0-286"> <span class="n">loop</span> <span class="o">=</span> <span class="n">asyncio</span><span class="o">.</span><span class="n">get_event_loop</span><span class="p">()</span>
|
|
</span><span id="__span-0-287"> <span class="n">result</span> <span class="o">=</span> <span class="k">await</span> <span class="n">loop</span><span class="o">.</span><span class="n">run_in_executor</span><span class="p">(</span><span class="kc">None</span><span class="p">,</span> <span class="n">func_with_args</span><span class="p">)</span>
|
|
</span><span id="__span-0-288">
|
|
</span><span id="__span-0-289"> <span class="k">if</span> <span class="n">_debug</span><span class="o">.</span><span class="n">DONT_LOG_TOOL_DATA</span><span class="p">:</span>
|
|
</span><span id="__span-0-290"> <span class="n">logger</span><span class="o">.</span><span class="n">debug</span><span class="p">(</span><span class="sa">f</span><span class="s2">"Tool </span><span class="si">{</span><span class="n">schema</span><span class="o">.</span><span class="n">name</span><span class="si">}</span><span class="s2"> completed."</span><span class="p">)</span>
|
|
</span><span id="__span-0-291"> <span class="k">else</span><span class="p">:</span>
|
|
</span><span id="__span-0-292"> <span class="n">logger</span><span class="o">.</span><span class="n">debug</span><span class="p">(</span><span class="sa">f</span><span class="s2">"Tool </span><span class="si">{</span><span class="n">schema</span><span class="o">.</span><span class="n">name</span><span class="si">}</span><span class="s2"> returned </span><span class="si">{</span><span class="n">truncate_for_logging</span><span class="p">(</span><span class="n">result</span><span class="p">)</span><span class="si">}</span><span class="s2">"</span><span class="p">)</span>
|
|
</span><span id="__span-0-293">
|
|
</span><span id="__span-0-294"> <span class="k">return</span> <span class="n">result</span>
|
|
</span><span id="__span-0-295">
|
|
</span><span id="__span-0-296"> <span class="k">async</span> <span class="k">def</span><span class="w"> </span><span class="nf">_on_invoke_tool</span><span class="p">(</span><span class="n">ctx</span><span class="p">:</span> <span class="n">RunContextWrapper</span><span class="p">[</span><span class="n">Any</span><span class="p">],</span> <span class="nb">input</span><span class="p">:</span> <span class="nb">str</span><span class="p">)</span> <span class="o">-></span> <span class="n">Any</span><span class="p">:</span>
|
|
</span><span id="__span-0-297"> <span class="k">try</span><span class="p">:</span>
|
|
</span><span id="__span-0-298"> <span class="k">return</span> <span class="k">await</span> <span class="n">_on_invoke_tool_impl</span><span class="p">(</span><span class="n">ctx</span><span class="p">,</span> <span class="nb">input</span><span class="p">)</span>
|
|
</span><span id="__span-0-299"> <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-0-300"> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">e</span><span class="p">,</span> <span class="n">UserCancelledCommand</span><span class="p">):</span>
|
|
</span><span id="__span-0-301"> <span class="k">raise</span>
|
|
</span><span id="__span-0-302"> <span class="k">if</span> <span class="n">failure_error_function</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span>
|
|
</span><span id="__span-0-303"> <span class="k">raise</span>
|
|
</span><span id="__span-0-304">
|
|
</span><span id="__span-0-305"> <span class="n">result</span> <span class="o">=</span> <span class="n">failure_error_function</span><span class="p">(</span><span class="n">ctx</span><span class="p">,</span> <span class="n">e</span><span class="p">)</span>
|
|
</span><span id="__span-0-306"> <span class="k">if</span> <span class="n">inspect</span><span class="o">.</span><span class="n">isawaitable</span><span class="p">(</span><span class="n">result</span><span class="p">):</span>
|
|
</span><span id="__span-0-307"> <span class="k">return</span> <span class="k">await</span> <span class="n">result</span>
|
|
</span><span id="__span-0-308">
|
|
</span><span id="__span-0-309"> <span class="n">_error_tracing</span><span class="o">.</span><span class="n">attach_error_to_current_span</span><span class="p">(</span>
|
|
</span><span id="__span-0-310"> <span class="n">SpanError</span><span class="p">(</span>
|
|
</span><span id="__span-0-311"> <span class="n">message</span><span class="o">=</span><span class="s2">"Error running tool (non-fatal)"</span><span class="p">,</span>
|
|
</span><span id="__span-0-312"> <span class="n">data</span><span class="o">=</span><span class="p">{</span>
|
|
</span><span id="__span-0-313"> <span class="s2">"tool_name"</span><span class="p">:</span> <span class="n">schema</span><span class="o">.</span><span class="n">name</span><span class="p">,</span>
|
|
</span><span id="__span-0-314"> <span class="s2">"error"</span><span class="p">:</span> <span class="nb">str</span><span class="p">(</span><span class="n">e</span><span class="p">),</span>
|
|
</span><span id="__span-0-315"> <span class="p">},</span>
|
|
</span><span id="__span-0-316"> <span class="p">)</span>
|
|
</span><span id="__span-0-317"> <span class="p">)</span>
|
|
</span><span id="__span-0-318"> <span class="k">return</span> <span class="n">result</span>
|
|
</span><span id="__span-0-319">
|
|
</span><span id="__span-0-320"> <span class="k">return</span> <span class="n">FunctionTool</span><span class="p">(</span>
|
|
</span><span id="__span-0-321"> <span class="n">name</span><span class="o">=</span><span class="n">schema</span><span class="o">.</span><span class="n">name</span><span class="p">,</span>
|
|
</span><span id="__span-0-322"> <span class="n">description</span><span class="o">=</span><span class="n">schema</span><span class="o">.</span><span class="n">description</span> <span class="ow">or</span> <span class="s2">""</span><span class="p">,</span>
|
|
</span><span id="__span-0-323"> <span class="n">params_json_schema</span><span class="o">=</span><span class="n">schema</span><span class="o">.</span><span class="n">params_json_schema</span><span class="p">,</span>
|
|
</span><span id="__span-0-324"> <span class="n">on_invoke_tool</span><span class="o">=</span><span class="n">_on_invoke_tool</span><span class="p">,</span>
|
|
</span><span id="__span-0-325"> <span class="n">strict_json_schema</span><span class="o">=</span><span class="n">strict_mode</span><span class="p">,</span>
|
|
</span><span id="__span-0-326"> <span class="p">)</span>
|
|
</span><span id="__span-0-327">
|
|
</span><span id="__span-0-328"> <span class="c1"># If func is actually a callable, we were used as @function_tool with no parentheses</span>
|
|
</span><span id="__span-0-329"> <span class="k">if</span> <span class="nb">callable</span><span class="p">(</span><span class="n">func</span><span class="p">):</span>
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</span><span id="__span-0-330"> <span class="k">return</span> <span class="n">_create_function_tool</span><span class="p">(</span><span class="n">func</span><span class="p">)</span>
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</span><span id="__span-0-331">
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</span><span id="__span-0-332"> <span class="c1"># Otherwise, we were used as @function_tool(...), so return a decorator</span>
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</span><span id="__span-0-333"> <span class="k">def</span><span class="w"> </span><span class="nf">decorator</span><span class="p">(</span><span class="n">real_func</span><span class="p">:</span> <span class="n">ToolFunction</span><span class="p">[</span><span class="o">...</span><span class="p">])</span> <span class="o">-></span> <span class="n">FunctionTool</span><span class="p">:</span>
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</span><span id="__span-0-334"> <span class="k">return</span> <span class="n">_create_function_tool</span><span class="p">(</span><span class="n">real_func</span><span class="p">)</span>
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</span><span id="__span-0-335">
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</span><span id="__span-0-336"> <span class="k">return</span> <span class="n">decorator</span>
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</span></code></pre></div></td></tr></table></div>
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