mirror of https://github.com/aliasrobotics/cai.git
3899 lines
96 KiB
HTML
3899 lines
96 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="../guardrail/">
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<link rel="next" href="../agent_output/">
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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>Model Settings - 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="#model-settings" 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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Model Settings
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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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<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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<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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<ol class="md-search-result__list" role="presentation"></ol>
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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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<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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</a>
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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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</a>
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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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<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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<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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</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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</a>
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<li class="md-nav__item">
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Sidebar Features
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</span>
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</a>
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Keyboard Shortcuts
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</span>
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</a>
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Commands Reference
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</a>
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Runner
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</a>
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Tool
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</a>
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Result
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</a>
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Stream Events
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</a>
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Handoffs
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</a>
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Lifecycle
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</a>
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<span class="md-ellipsis">
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Items
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</a>
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<li class="md-nav__item">
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<a href="../run_context/" class="md-nav__link">
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<span class="md-ellipsis">
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Run Context
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</a>
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<li class="md-nav__item">
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<a href="../usage/" class="md-nav__link">
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<span class="md-ellipsis">
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Usage
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</a>
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<li class="md-nav__item">
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<span class="md-ellipsis">
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Exceptions
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</a>
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<li class="md-nav__item">
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<a href="../guardrail/" class="md-nav__link">
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<span class="md-ellipsis">
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Guardrail
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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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<label class="md-nav__link md-nav__link--active" for="__toc">
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<span class="md-ellipsis">
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Model Settings
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</span>
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<span class="md-nav__icon md-icon"></span>
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<a href="./" class="md-nav__link md-nav__link--active">
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<span class="md-ellipsis">
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Model Settings
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</span>
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</a>
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<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
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<label class="md-nav__title" for="__toc">
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<span class="md-nav__icon md-icon"></span>
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Table of contents
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</label>
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<ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
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<li class="md-nav__item">
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<a href="#cai.sdk.agents.model_settings" class="md-nav__link">
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<span class="md-ellipsis">
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model_settings
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</span>
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<h1 id="model-settings"><code>Model settings</code></h1>
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<div class="doc doc-object doc-module">
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<a id="cai.sdk.agents.model_settings"></a>
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<div class="doc doc-contents first">
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<h3 id="cai.sdk.agents.model_settings.ModelSettings" class="doc doc-heading">
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<span class="doc doc-object-name doc-class-name">ModelSettings</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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<p>Settings to use when calling an LLM.</p>
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<p>This class holds optional model configuration parameters (e.g. temperature,
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top_p, penalties, truncation, etc.).</p>
|
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<p>Not all models/providers support all of these parameters, so please check the API documentation
|
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for the specific model and provider you are using.</p>
|
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<p>Default values:
|
|
- temperature: 0.7 (can be overridden by CAI_TEMPERATURE env var)
|
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- top_p: 1.0 (can be overridden by CAI_TOP_P env var)</p>
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<details class="quote">
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<summary>Source code in <code>src/cai/sdk/agents/model_settings.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"> 28</span>
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<span class="normal">109</span></pre></div></td><td class="code"><div><pre><span></span><code><span id="__span-0-28"><span class="nd">@dataclass</span>
|
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</span><span id="__span-0-29"><span class="k">class</span><span class="w"> </span><span class="nc">ModelSettings</span><span class="p">:</span>
|
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</span><span id="__span-0-30"><span class="w"> </span><span class="sd">"""Settings to use when calling an LLM.</span>
|
|
</span><span id="__span-0-31">
|
|
</span><span id="__span-0-32"><span class="sd"> This class holds optional model configuration parameters (e.g. temperature,</span>
|
|
</span><span id="__span-0-33"><span class="sd"> top_p, penalties, truncation, etc.).</span>
|
|
</span><span id="__span-0-34">
|
|
</span><span id="__span-0-35"><span class="sd"> Not all models/providers support all of these parameters, so please check the API documentation</span>
|
|
</span><span id="__span-0-36"><span class="sd"> for the specific model and provider you are using.</span>
|
|
</span><span id="__span-0-37">
|
|
</span><span id="__span-0-38"><span class="sd"> Default values:</span>
|
|
</span><span id="__span-0-39"><span class="sd"> - temperature: 0.7 (can be overridden by CAI_TEMPERATURE env var)</span>
|
|
</span><span id="__span-0-40"><span class="sd"> - top_p: 1.0 (can be overridden by CAI_TOP_P env var)</span>
|
|
</span><span id="__span-0-41"><span class="sd"> """</span>
|
|
</span><span id="__span-0-42">
|
|
</span><span id="__span-0-43"> <span class="n">temperature</span><span class="p">:</span> <span class="nb">float</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span>
|
|
</span><span id="__span-0-44"><span class="w"> </span><span class="sd">"""The temperature to use when calling the model. Default: 0.7 (from CAI_TEMPERATURE env var)."""</span>
|
|
</span><span id="__span-0-45">
|
|
</span><span id="__span-0-46"> <span class="n">top_p</span><span class="p">:</span> <span class="nb">float</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span>
|
|
</span><span id="__span-0-47"><span class="w"> </span><span class="sd">"""The top_p to use when calling the model. Default: 1.0 (from CAI_TOP_P env var)."""</span>
|
|
</span><span id="__span-0-48">
|
|
</span><span id="__span-0-49"> <span class="n">frequency_penalty</span><span class="p">:</span> <span class="nb">float</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span>
|
|
</span><span id="__span-0-50"><span class="w"> </span><span class="sd">"""The frequency penalty to use when calling the model."""</span>
|
|
</span><span id="__span-0-51">
|
|
</span><span id="__span-0-52"> <span class="n">presence_penalty</span><span class="p">:</span> <span class="nb">float</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span>
|
|
</span><span id="__span-0-53"><span class="w"> </span><span class="sd">"""The presence penalty to use when calling the model."""</span>
|
|
</span><span id="__span-0-54">
|
|
</span><span id="__span-0-55"> <span class="n">tool_choice</span><span class="p">:</span> <span class="n">Literal</span><span class="p">[</span><span class="s2">"auto"</span><span class="p">,</span> <span class="s2">"required"</span><span class="p">,</span> <span class="s2">"none"</span><span class="p">]</span> <span class="o">|</span> <span class="nb">str</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span>
|
|
</span><span id="__span-0-56"><span class="w"> </span><span class="sd">"""The tool choice to use when calling the model."""</span>
|
|
</span><span id="__span-0-57">
|
|
</span><span id="__span-0-58"> <span class="n">parallel_tool_calls</span><span class="p">:</span> <span class="nb">bool</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span>
|
|
</span><span id="__span-0-59"><span class="w"> </span><span class="sd">"""Whether to use parallel tool calls when calling the model.</span>
|
|
</span><span id="__span-0-60"><span class="sd"> Defaults to False if not provided."""</span>
|
|
</span><span id="__span-0-61">
|
|
</span><span id="__span-0-62"> <span class="n">truncation</span><span class="p">:</span> <span class="n">Literal</span><span class="p">[</span><span class="s2">"auto"</span><span class="p">,</span> <span class="s2">"disabled"</span><span class="p">]</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span>
|
|
</span><span id="__span-0-63"><span class="w"> </span><span class="sd">"""The truncation strategy to use when calling the model."""</span>
|
|
</span><span id="__span-0-64">
|
|
</span><span id="__span-0-65"> <span class="n">max_tokens</span><span class="p">:</span> <span class="nb">int</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span>
|
|
</span><span id="__span-0-66"><span class="w"> </span><span class="sd">"""The maximum number of output tokens to generate."""</span>
|
|
</span><span id="__span-0-67">
|
|
</span><span id="__span-0-68"> <span class="n">store</span><span class="p">:</span> <span class="nb">bool</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span>
|
|
</span><span id="__span-0-69"><span class="w"> </span><span class="sd">"""Whether to store the generated model response for later retrieval.</span>
|
|
</span><span id="__span-0-70"><span class="sd"> Defaults to True if not provided."""</span>
|
|
</span><span id="__span-0-71">
|
|
</span><span id="__span-0-72"> <span class="n">agent_model</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><span id="__span-0-73"><span class="w"> </span><span class="sd">"""The model from the Agent class. If set, this will override the model provided</span>
|
|
</span><span id="__span-0-74"><span class="sd"> to the OpenAIChatCompletionsModel during initialization."""</span>
|
|
</span><span id="__span-0-75">
|
|
</span><span id="__span-0-76"> <span class="k">def</span><span class="w"> </span><span class="nf">resolve</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">override</span><span class="p">:</span> <span class="n">ModelSettings</span> <span class="o">|</span> <span class="kc">None</span><span class="p">)</span> <span class="o">-></span> <span class="n">ModelSettings</span><span class="p">:</span>
|
|
</span><span id="__span-0-77"><span class="w"> </span><span class="sd">"""Produce a new ModelSettings by overlaying any non-None values from the</span>
|
|
</span><span id="__span-0-78"><span class="sd"> override on top of this instance."""</span>
|
|
</span><span id="__span-0-79"> <span class="k">if</span> <span class="n">override</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span>
|
|
</span><span id="__span-0-80"> <span class="k">return</span> <span class="bp">self</span>
|
|
</span><span id="__span-0-81">
|
|
</span><span id="__span-0-82"> <span class="n">changes</span> <span class="o">=</span> <span class="p">{</span>
|
|
</span><span id="__span-0-83"> <span class="n">field</span><span class="o">.</span><span class="n">name</span><span class="p">:</span> <span class="nb">getattr</span><span class="p">(</span><span class="n">override</span><span class="p">,</span> <span class="n">field</span><span class="o">.</span><span class="n">name</span><span class="p">)</span>
|
|
</span><span id="__span-0-84"> <span class="k">for</span> <span class="n">field</span> <span class="ow">in</span> <span class="n">fields</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span>
|
|
</span><span id="__span-0-85"> <span class="k">if</span> <span class="nb">getattr</span><span class="p">(</span><span class="n">override</span><span class="p">,</span> <span class="n">field</span><span class="o">.</span><span class="n">name</span><span class="p">)</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span>
|
|
</span><span id="__span-0-86"> <span class="p">}</span>
|
|
</span><span id="__span-0-87"> <span class="k">return</span> <span class="n">replace</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="o">**</span><span class="n">changes</span><span class="p">)</span>
|
|
</span><span id="__span-0-88">
|
|
</span><span id="__span-0-89"> <span class="k">def</span><span class="w"> </span><span class="nf">with_defaults</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-></span> <span class="n">ModelSettings</span><span class="p">:</span>
|
|
</span><span id="__span-0-90"><span class="w"> </span><span class="sd">"""Return a new ModelSettings with defaults applied for None values.</span>
|
|
</span><span id="__span-0-91">
|
|
</span><span id="__span-0-92"><span class="sd"> Uses CAI_TEMPERATURE env var (default 0.7) and CAI_TOP_P env var (default 1.0).</span>
|
|
</span><span id="__span-0-93"><span class="sd"> """</span>
|
|
</span><span id="__span-0-94"> <span class="k">return</span> <span class="n">replace</span><span class="p">(</span>
|
|
</span><span id="__span-0-95"> <span class="bp">self</span><span class="p">,</span>
|
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</span><span id="__span-0-96"> <span class="n">temperature</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">temperature</span> <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">temperature</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span> <span class="k">else</span> <span class="n">get_default_temperature</span><span class="p">(),</span>
|
|
</span><span id="__span-0-97"> <span class="n">top_p</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">top_p</span> <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">top_p</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span> <span class="k">else</span> <span class="n">get_default_top_p</span><span class="p">(),</span>
|
|
</span><span id="__span-0-98"> <span class="p">)</span>
|
|
</span><span id="__span-0-99">
|
|
</span><span id="__span-0-100"> <span class="nd">@classmethod</span>
|
|
</span><span id="__span-0-101"> <span class="k">def</span><span class="w"> </span><span class="nf">from_env</span><span class="p">(</span><span class="bp">cls</span><span class="p">)</span> <span class="o">-></span> <span class="n">ModelSettings</span><span class="p">:</span>
|
|
</span><span id="__span-0-102"><span class="w"> </span><span class="sd">"""Create ModelSettings with values from environment variables.</span>
|
|
</span><span id="__span-0-103">
|
|
</span><span id="__span-0-104"><span class="sd"> Reads CAI_TEMPERATURE (default 0.7) and CAI_TOP_P (default 1.0).</span>
|
|
</span><span id="__span-0-105"><span class="sd"> """</span>
|
|
</span><span id="__span-0-106"> <span class="k">return</span> <span class="bp">cls</span><span class="p">(</span>
|
|
</span><span id="__span-0-107"> <span class="n">temperature</span><span class="o">=</span><span class="n">get_default_temperature</span><span class="p">(),</span>
|
|
</span><span id="__span-0-108"> <span class="n">top_p</span><span class="o">=</span><span class="n">get_default_top_p</span><span class="p">(),</span>
|
|
</span><span id="__span-0-109"> <span class="p">)</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.model_settings.ModelSettings.temperature" class="doc doc-heading">
|
|
<span class="doc doc-object-name doc-attribute-name">temperature</span>
|
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<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">temperature</span><span class="p">:</span> <span class="n"><span title="float">float</span></span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span>
|
|
</span></code></pre></div>
|
|
|
|
<div class="doc doc-contents ">
|
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|
|
<p>The temperature to use when calling the model. Default: 0.7 (from CAI_TEMPERATURE env var).</p>
|
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|
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</div>
|
|
|
|
</div>
|
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|
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<div class="doc doc-object doc-attribute">
|
|
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|
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|
|
|
<h4 id="cai.sdk.agents.model_settings.ModelSettings.top_p" class="doc doc-heading">
|
|
<span class="doc doc-object-name doc-attribute-name">top_p</span>
|
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|
|
|
|
<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">top_p</span><span class="p">:</span> <span class="n"><span title="float">float</span></span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span>
|
|
</span></code></pre></div>
|
|
|
|
<div class="doc doc-contents ">
|
|
|
|
<p>The top_p to use when calling the model. Default: 1.0 (from CAI_TOP_P env var).</p>
|
|
|
|
</div>
|
|
|
|
</div>
|
|
|
|
<div class="doc doc-object doc-attribute">
|
|
|
|
|
|
|
|
<h4 id="cai.sdk.agents.model_settings.ModelSettings.frequency_penalty" class="doc doc-heading">
|
|
<span class="doc doc-object-name doc-attribute-name">frequency_penalty</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">frequency_penalty</span><span class="p">:</span> <span class="n"><span title="float">float</span></span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span>
|
|
</span></code></pre></div>
|
|
|
|
<div class="doc doc-contents ">
|
|
|
|
<p>The frequency penalty to use when calling the model.</p>
|
|
|
|
</div>
|
|
|
|
</div>
|
|
|
|
<div class="doc doc-object doc-attribute">
|
|
|
|
|
|
|
|
<h4 id="cai.sdk.agents.model_settings.ModelSettings.presence_penalty" class="doc doc-heading">
|
|
<span class="doc doc-object-name doc-attribute-name">presence_penalty</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">presence_penalty</span><span class="p">:</span> <span class="n"><span title="float">float</span></span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span>
|
|
</span></code></pre></div>
|
|
|
|
<div class="doc doc-contents ">
|
|
|
|
<p>The presence penalty to use when calling the model.</p>
|
|
|
|
</div>
|
|
|
|
</div>
|
|
|
|
<div class="doc doc-object doc-attribute">
|
|
|
|
|
|
|
|
<h4 id="cai.sdk.agents.model_settings.ModelSettings.tool_choice" class="doc doc-heading">
|
|
<span class="doc doc-object-name doc-attribute-name">tool_choice</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">tool_choice</span><span class="p">:</span> <span class="p">(</span>
|
|
</span><span id="__span-0-2"> <span class="n"><span title="typing.Literal">Literal</span></span><span class="p">[</span><span class="s2">"auto"</span><span class="p">,</span> <span class="s2">"required"</span><span class="p">,</span> <span class="s2">"none"</span><span class="p">]</span> <span class="o">|</span> <span class="n"><span title="str">str</span></span> <span class="o">|</span> <span class="kc">None</span>
|
|
</span><span id="__span-0-3"><span class="p">)</span> <span class="o">=</span> <span class="kc">None</span>
|
|
</span></code></pre></div>
|
|
|
|
<div class="doc doc-contents ">
|
|
|
|
<p>The tool choice to use when calling the model.</p>
|
|
|
|
</div>
|
|
|
|
</div>
|
|
|
|
<div class="doc doc-object doc-attribute">
|
|
|
|
|
|
|
|
<h4 id="cai.sdk.agents.model_settings.ModelSettings.parallel_tool_calls" class="doc doc-heading">
|
|
<span class="doc doc-object-name doc-attribute-name">parallel_tool_calls</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">parallel_tool_calls</span><span class="p">:</span> <span class="n"><span title="bool">bool</span></span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span>
|
|
</span></code></pre></div>
|
|
|
|
<div class="doc doc-contents ">
|
|
|
|
<p>Whether to use parallel tool calls when calling the model.
|
|
Defaults to False if not provided.</p>
|
|
|
|
</div>
|
|
|
|
</div>
|
|
|
|
<div class="doc doc-object doc-attribute">
|
|
|
|
|
|
|
|
<h4 id="cai.sdk.agents.model_settings.ModelSettings.truncation" class="doc doc-heading">
|
|
<span class="doc doc-object-name doc-attribute-name">truncation</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">truncation</span><span class="p">:</span> <span class="n"><span title="typing.Literal">Literal</span></span><span class="p">[</span><span class="s1">'auto'</span><span class="p">,</span> <span class="s1">'disabled'</span><span class="p">]</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span>
|
|
</span></code></pre></div>
|
|
|
|
<div class="doc doc-contents ">
|
|
|
|
<p>The truncation strategy to use when calling the model.</p>
|
|
|
|
</div>
|
|
|
|
</div>
|
|
|
|
<div class="doc doc-object doc-attribute">
|
|
|
|
|
|
|
|
<h4 id="cai.sdk.agents.model_settings.ModelSettings.max_tokens" class="doc doc-heading">
|
|
<span class="doc doc-object-name doc-attribute-name">max_tokens</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">max_tokens</span><span class="p">:</span> <span class="n"><span title="int">int</span></span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span>
|
|
</span></code></pre></div>
|
|
|
|
<div class="doc doc-contents ">
|
|
|
|
<p>The maximum number of output tokens to generate.</p>
|
|
|
|
</div>
|
|
|
|
</div>
|
|
|
|
<div class="doc doc-object doc-attribute">
|
|
|
|
|
|
|
|
<h4 id="cai.sdk.agents.model_settings.ModelSettings.store" class="doc doc-heading">
|
|
<span class="doc doc-object-name doc-attribute-name">store</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">store</span><span class="p">:</span> <span class="n"><span title="bool">bool</span></span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span>
|
|
</span></code></pre></div>
|
|
|
|
<div class="doc doc-contents ">
|
|
|
|
<p>Whether to store the generated model response for later retrieval.
|
|
Defaults to True if not provided.</p>
|
|
|
|
</div>
|
|
|
|
</div>
|
|
|
|
<div class="doc doc-object doc-attribute">
|
|
|
|
|
|
|
|
<h4 id="cai.sdk.agents.model_settings.ModelSettings.agent_model" class="doc doc-heading">
|
|
<span class="doc doc-object-name doc-attribute-name">agent_model</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">agent_model</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></code></pre></div>
|
|
|
|
<div class="doc doc-contents ">
|
|
|
|
<p>The model from the Agent class. If set, this will override the model provided
|
|
to the OpenAIChatCompletionsModel during initialization.</p>
|
|
|
|
</div>
|
|
|
|
</div>
|
|
|
|
|
|
|
|
<div class="doc doc-object doc-function">
|
|
|
|
|
|
<h4 id="cai.sdk.agents.model_settings.ModelSettings.resolve" class="doc doc-heading">
|
|
<span class="doc doc-object-name doc-function-name">resolve</span>
|
|
|
|
|
|
</h4>
|
|
<div class="language-python doc-signature highlight"><pre><span></span><code><span id="__span-0-1"><span class="nf">resolve</span><span class="p">(</span><span class="n">override</span><span class="p">:</span> <span class="n"><a class="autorefs autorefs-internal" title="ModelSettings
|
|
|
|
|
|
|
|
dataclass
|
|
(cai.sdk.agents.model_settings.ModelSettings)" href="#cai.sdk.agents.model_settings.ModelSettings">ModelSettings</a></span> <span class="o">|</span> <span class="kc">None</span><span class="p">)</span> <span class="o">-></span> <span class="n"><a class="autorefs autorefs-internal" title="ModelSettings
|
|
|
|
|
|
|
|
dataclass
|
|
(cai.sdk.agents.model_settings.ModelSettings)" href="#cai.sdk.agents.model_settings.ModelSettings">ModelSettings</a></span>
|
|
</span></code></pre></div>
|
|
|
|
<div class="doc doc-contents ">
|
|
|
|
<p>Produce a new ModelSettings by overlaying any non-None values from the
|
|
override on top of this instance.</p>
|
|
|
|
|
|
<details class="quote">
|
|
<summary>Source code in <code>src/cai/sdk/agents/model_settings.py</code></summary>
|
|
<div class="language-python highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">76</span>
|
|
<span class="normal">77</span>
|
|
<span class="normal">78</span>
|
|
<span class="normal">79</span>
|
|
<span class="normal">80</span>
|
|
<span class="normal">81</span>
|
|
<span class="normal">82</span>
|
|
<span class="normal">83</span>
|
|
<span class="normal">84</span>
|
|
<span class="normal">85</span>
|
|
<span class="normal">86</span>
|
|
<span class="normal">87</span></pre></div></td><td class="code"><div><pre><span></span><code><span id="__span-0-76"><span class="k">def</span><span class="w"> </span><span class="nf">resolve</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">override</span><span class="p">:</span> <span class="n">ModelSettings</span> <span class="o">|</span> <span class="kc">None</span><span class="p">)</span> <span class="o">-></span> <span class="n">ModelSettings</span><span class="p">:</span>
|
|
</span><span id="__span-0-77"><span class="w"> </span><span class="sd">"""Produce a new ModelSettings by overlaying any non-None values from the</span>
|
|
</span><span id="__span-0-78"><span class="sd"> override on top of this instance."""</span>
|
|
</span><span id="__span-0-79"> <span class="k">if</span> <span class="n">override</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span>
|
|
</span><span id="__span-0-80"> <span class="k">return</span> <span class="bp">self</span>
|
|
</span><span id="__span-0-81">
|
|
</span><span id="__span-0-82"> <span class="n">changes</span> <span class="o">=</span> <span class="p">{</span>
|
|
</span><span id="__span-0-83"> <span class="n">field</span><span class="o">.</span><span class="n">name</span><span class="p">:</span> <span class="nb">getattr</span><span class="p">(</span><span class="n">override</span><span class="p">,</span> <span class="n">field</span><span class="o">.</span><span class="n">name</span><span class="p">)</span>
|
|
</span><span id="__span-0-84"> <span class="k">for</span> <span class="n">field</span> <span class="ow">in</span> <span class="n">fields</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span>
|
|
</span><span id="__span-0-85"> <span class="k">if</span> <span class="nb">getattr</span><span class="p">(</span><span class="n">override</span><span class="p">,</span> <span class="n">field</span><span class="o">.</span><span class="n">name</span><span class="p">)</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span>
|
|
</span><span id="__span-0-86"> <span class="p">}</span>
|
|
</span><span id="__span-0-87"> <span class="k">return</span> <span class="n">replace</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="o">**</span><span class="n">changes</span><span class="p">)</span>
|
|
</span></code></pre></div></td></tr></table></div>
|
|
</details>
|
|
</div>
|
|
|
|
</div>
|
|
|
|
<div class="doc doc-object doc-function">
|
|
|
|
|
|
<h4 id="cai.sdk.agents.model_settings.ModelSettings.with_defaults" class="doc doc-heading">
|
|
<span class="doc doc-object-name doc-function-name">with_defaults</span>
|
|
|
|
|
|
</h4>
|
|
<div class="language-python doc-signature highlight"><pre><span></span><code><span id="__span-0-1"><span class="nf">with_defaults</span><span class="p">()</span> <span class="o">-></span> <span class="n"><a class="autorefs autorefs-internal" title="ModelSettings
|
|
|
|
|
|
|
|
dataclass
|
|
(cai.sdk.agents.model_settings.ModelSettings)" href="#cai.sdk.agents.model_settings.ModelSettings">ModelSettings</a></span>
|
|
</span></code></pre></div>
|
|
|
|
<div class="doc doc-contents ">
|
|
|
|
<p>Return a new ModelSettings with defaults applied for None values.</p>
|
|
<p>Uses CAI_TEMPERATURE env var (default 0.7) and CAI_TOP_P env var (default 1.0).</p>
|
|
|
|
|
|
<details class="quote">
|
|
<summary>Source code in <code>src/cai/sdk/agents/model_settings.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">89</span>
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<span class="normal">90</span>
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<span class="normal">91</span>
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<span class="normal">92</span>
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<span class="normal">93</span>
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<span class="normal">94</span>
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<span class="normal">95</span>
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<span class="normal">96</span>
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<span class="normal">97</span>
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<span class="normal">98</span></pre></div></td><td class="code"><div><pre><span></span><code><span id="__span-0-89"><span class="k">def</span><span class="w"> </span><span class="nf">with_defaults</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-></span> <span class="n">ModelSettings</span><span class="p">:</span>
|
|
</span><span id="__span-0-90"><span class="w"> </span><span class="sd">"""Return a new ModelSettings with defaults applied for None values.</span>
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</span><span id="__span-0-91">
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|
</span><span id="__span-0-92"><span class="sd"> Uses CAI_TEMPERATURE env var (default 0.7) and CAI_TOP_P env var (default 1.0).</span>
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</span><span id="__span-0-93"><span class="sd"> """</span>
|
|
</span><span id="__span-0-94"> <span class="k">return</span> <span class="n">replace</span><span class="p">(</span>
|
|
</span><span id="__span-0-95"> <span class="bp">self</span><span class="p">,</span>
|
|
</span><span id="__span-0-96"> <span class="n">temperature</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">temperature</span> <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">temperature</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span> <span class="k">else</span> <span class="n">get_default_temperature</span><span class="p">(),</span>
|
|
</span><span id="__span-0-97"> <span class="n">top_p</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">top_p</span> <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">top_p</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span> <span class="k">else</span> <span class="n">get_default_top_p</span><span class="p">(),</span>
|
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</span><span id="__span-0-98"> <span class="p">)</span>
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|
</span></code></pre></div></td></tr></table></div>
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</details>
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</div>
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</div>
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<div class="doc doc-object doc-function">
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<h4 id="cai.sdk.agents.model_settings.ModelSettings.from_env" class="doc doc-heading">
|
|
<span class="doc doc-object-name doc-function-name">from_env</span>
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<span class="doc doc-labels">
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<small class="doc doc-label doc-label-classmethod"><code>classmethod</code></small>
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</span>
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</h4>
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<div class="language-python doc-signature highlight"><pre><span></span><code><span id="__span-0-1"><span class="nf">from_env</span><span class="p">()</span> <span class="o">-></span> <span class="n"><a class="autorefs autorefs-internal" title="ModelSettings
|
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|
dataclass
|
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(cai.sdk.agents.model_settings.ModelSettings)" href="#cai.sdk.agents.model_settings.ModelSettings">ModelSettings</a></span>
|
|
</span></code></pre></div>
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<div class="doc doc-contents ">
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<p>Create ModelSettings with values from environment variables.</p>
|
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<p>Reads CAI_TEMPERATURE (default 0.7) and CAI_TOP_P (default 1.0).</p>
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<details class="quote">
|
|
<summary>Source code in <code>src/cai/sdk/agents/model_settings.py</code></summary>
|
|
<div class="language-python highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">100</span>
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<span class="normal">101</span>
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<span class="normal">102</span>
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<span class="normal">103</span>
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<span class="normal">104</span>
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|
<span class="normal">105</span>
|
|
<span class="normal">106</span>
|
|
<span class="normal">107</span>
|
|
<span class="normal">108</span>
|
|
<span class="normal">109</span></pre></div></td><td class="code"><div><pre><span></span><code><span id="__span-0-100"><span class="nd">@classmethod</span>
|
|
</span><span id="__span-0-101"><span class="k">def</span><span class="w"> </span><span class="nf">from_env</span><span class="p">(</span><span class="bp">cls</span><span class="p">)</span> <span class="o">-></span> <span class="n">ModelSettings</span><span class="p">:</span>
|
|
</span><span id="__span-0-102"><span class="w"> </span><span class="sd">"""Create ModelSettings with values from environment variables.</span>
|
|
</span><span id="__span-0-103">
|
|
</span><span id="__span-0-104"><span class="sd"> Reads CAI_TEMPERATURE (default 0.7) and CAI_TOP_P (default 1.0).</span>
|
|
</span><span id="__span-0-105"><span class="sd"> """</span>
|
|
</span><span id="__span-0-106"> <span class="k">return</span> <span class="bp">cls</span><span class="p">(</span>
|
|
</span><span id="__span-0-107"> <span class="n">temperature</span><span class="o">=</span><span class="n">get_default_temperature</span><span class="p">(),</span>
|
|
</span><span id="__span-0-108"> <span class="n">top_p</span><span class="o">=</span><span class="n">get_default_top_p</span><span class="p">(),</span>
|
|
</span><span id="__span-0-109"> <span class="p">)</span>
|
|
</span></code></pre></div></td></tr></table></div>
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</details>
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</div>
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</div>
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</div>
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</div>
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</div>
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<div class="doc doc-object doc-function">
|
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|
|
|
<h3 id="cai.sdk.agents.model_settings.get_default_temperature" class="doc doc-heading">
|
|
<span class="doc doc-object-name doc-function-name">get_default_temperature</span>
|
|
|
|
|
|
</h3>
|
|
<div class="language-python doc-signature highlight"><pre><span></span><code><span id="__span-0-1"><span class="nf">get_default_temperature</span><span class="p">()</span> <span class="o">-></span> <span class="n"><span title="float">float</span></span>
|
|
</span></code></pre></div>
|
|
|
|
<div class="doc doc-contents ">
|
|
|
|
<p>Get the default temperature from environment or use DEFAULT_TEMPERATURE (0.7).</p>
|
|
|
|
|
|
<details class="quote">
|
|
<summary>Source code in <code>src/cai/sdk/agents/model_settings.py</code></summary>
|
|
<div class="language-python highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">12</span>
|
|
<span class="normal">13</span>
|
|
<span class="normal">14</span>
|
|
<span class="normal">15</span>
|
|
<span class="normal">16</span>
|
|
<span class="normal">17</span></pre></div></td><td class="code"><div><pre><span></span><code><span id="__span-0-12"><span class="k">def</span><span class="w"> </span><span class="nf">get_default_temperature</span><span class="p">()</span> <span class="o">-></span> <span class="nb">float</span><span class="p">:</span>
|
|
</span><span id="__span-0-13"><span class="w"> </span><span class="sd">"""Get the default temperature from environment or use DEFAULT_TEMPERATURE (0.7)."""</span>
|
|
</span><span id="__span-0-14"> <span class="k">try</span><span class="p">:</span>
|
|
</span><span id="__span-0-15"> <span class="k">return</span> <span class="nb">float</span><span class="p">(</span><span class="n">os</span><span class="o">.</span><span class="n">getenv</span><span class="p">(</span><span class="s2">"CAI_TEMPERATURE"</span><span class="p">,</span> <span class="nb">str</span><span class="p">(</span><span class="n">DEFAULT_TEMPERATURE</span><span class="p">)))</span>
|
|
</span><span id="__span-0-16"> <span class="k">except</span> <span class="p">(</span><span class="ne">ValueError</span><span class="p">,</span> <span class="ne">TypeError</span><span class="p">):</span>
|
|
</span><span id="__span-0-17"> <span class="k">return</span> <span class="n">DEFAULT_TEMPERATURE</span>
|
|
</span></code></pre></div></td></tr></table></div>
|
|
</details>
|
|
</div>
|
|
|
|
</div>
|
|
|
|
<div class="doc doc-object doc-function">
|
|
|
|
|
|
<h3 id="cai.sdk.agents.model_settings.get_default_top_p" class="doc doc-heading">
|
|
<span class="doc doc-object-name doc-function-name">get_default_top_p</span>
|
|
|
|
|
|
</h3>
|
|
<div class="language-python doc-signature highlight"><pre><span></span><code><span id="__span-0-1"><span class="nf">get_default_top_p</span><span class="p">()</span> <span class="o">-></span> <span class="n"><span title="float">float</span></span>
|
|
</span></code></pre></div>
|
|
|
|
<div class="doc doc-contents ">
|
|
|
|
<p>Get the default top_p from environment or use DEFAULT_TOP_P (1.0).</p>
|
|
|
|
|
|
<details class="quote">
|
|
<summary>Source code in <code>src/cai/sdk/agents/model_settings.py</code></summary>
|
|
<div class="language-python highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">20</span>
|
|
<span class="normal">21</span>
|
|
<span class="normal">22</span>
|
|
<span class="normal">23</span>
|
|
<span class="normal">24</span>
|
|
<span class="normal">25</span></pre></div></td><td class="code"><div><pre><span></span><code><span id="__span-0-20"><span class="k">def</span><span class="w"> </span><span class="nf">get_default_top_p</span><span class="p">()</span> <span class="o">-></span> <span class="nb">float</span><span class="p">:</span>
|
|
</span><span id="__span-0-21"><span class="w"> </span><span class="sd">"""Get the default top_p from environment or use DEFAULT_TOP_P (1.0)."""</span>
|
|
</span><span id="__span-0-22"> <span class="k">try</span><span class="p">:</span>
|
|
</span><span id="__span-0-23"> <span class="k">return</span> <span class="nb">float</span><span class="p">(</span><span class="n">os</span><span class="o">.</span><span class="n">getenv</span><span class="p">(</span><span class="s2">"CAI_TOP_P"</span><span class="p">,</span> <span class="nb">str</span><span class="p">(</span><span class="n">DEFAULT_TOP_P</span><span class="p">)))</span>
|
|
</span><span id="__span-0-24"> <span class="k">except</span> <span class="p">(</span><span class="ne">ValueError</span><span class="p">,</span> <span class="ne">TypeError</span><span class="p">):</span>
|
|
</span><span id="__span-0-25"> <span class="k">return</span> <span class="n">DEFAULT_TOP_P</span>
|
|
</span></code></pre></div></td></tr></table></div>
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</details>
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