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7287 lines
142 KiB
7287 lines
142 KiB
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<meta name="description" content="The Enterprise-Grade Production-Ready Multi-Agent Orchestration Framework">
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<meta name="author" content="Swarms">
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<link rel="canonical" href="https://docs.swarms.world/corporate/flywheel/">
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<meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.6.15">
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<title>The Swarms Flywheel - Swarms</title>
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<style>
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[data-md-color-scheme="slate"] .md-footer-company__copyright p {
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/* Responsive Design */
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@media screen and (max-width: 59.9375em) {
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.md-footer-links {
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grid-template-columns: repeat(2, 1fr);
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gap: 1.5rem;
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@media screen and (max-width: 44.9375em) {
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.md-footer-company__inner {
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padding: 0 1rem;
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</style>
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<script id="__analytics">function __md_analytics(){function e(){dataLayer.push(arguments)}window.dataLayer=window.dataLayer||[],e("js",new Date),e("config","G-MPE9C65596"),document.addEventListener("DOMContentLoaded",(function(){document.forms.search&&document.forms.search.query.addEventListener("blur",(function(){this.value&&e("event","search",{search_term:this.value})}));document$.subscribe((function(){var t=document.forms.feedback;if(void 0!==t)for(var a of t.querySelectorAll("[type=submit]"))a.addEventListener("click",(function(a){a.preventDefault();var n=document.location.pathname,d=this.getAttribute("data-md-value");e("event","feedback",{page:n,data:d}),t.firstElementChild.disabled=!0;var r=t.querySelector(".md-feedback__note [data-md-value='"+d+"']");r&&(r.hidden=!1)})),t.hidden=!1})),location$.subscribe((function(t){e("config","G-MPE9C65596",{page_path:t.pathname})}))}));var t=document.createElement("script");t.async=!0,t.src="https://www.googletagmanager.com/gtag/js?id=G-MPE9C65596",document.getElementById("__analytics").insertAdjacentElement("afterEnd",t)}</script>
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</head>
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<body dir="ltr" data-md-color-scheme="default" data-md-color-primary="white" data-md-color-accent="white">
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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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Skip to content
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<div style="text-align:center">
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<a href="https://github.com/kyegomez/swarms">Star and contribute</a> to Swarms on GitHub!
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Swarms
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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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The Swarms Flywheel
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</span>
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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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<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 class="md-header__source">
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Reasoning Agents
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</span>
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<li class="md-nav__item">
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<a href="../../swarms/agents/consistency_agent/" class="md-nav__link">
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<span class="md-ellipsis">
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Self Consistency Agent
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</span>
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</a>
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</li>
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<span class="md-ellipsis">
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IRE Agent
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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="../../swarms/agents/reasoning_duo/" class="md-nav__link">
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<span class="md-ellipsis">
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Reasoning Duo
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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="../../swarms/agents/reflexion_agent/" class="md-nav__link">
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<span class="md-ellipsis">
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Reflexion Agent
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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="../../swarms/agents/gkp_agent/" class="md-nav__link">
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<span class="md-ellipsis">
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GKP Agent
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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="../../swarms/agents/agent_judge/" class="md-nav__link">
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<span class="md-ellipsis">
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Agent Judge
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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="../../swarms/agents/reasoning_agent_router/" class="md-nav__link">
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<span class="md-ellipsis">
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Reasoning Agent Router
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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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</span>
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<span class="md-nav__icon md-icon"></span>
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Overview
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Choosing Multi Agent Architecture
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</span>
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</a>
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</li>
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<span class="md-ellipsis">
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Board of Directors
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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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<span class="md-nav__icon md-icon"></span>
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</span>
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</a>
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</li>
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<span class="md-ellipsis">
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Workflow
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</a>
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</li>
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<li class="md-nav__item">
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<span class="md-ellipsis">
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Roles & Responsibilities
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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="../../swarms/structs/board_of_directors/board_of_directors_decision_making/" class="md-nav__link">
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<span class="md-ellipsis">
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Decision Making
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</span>
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</a>
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</ul>
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</nav>
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<li class="md-nav__item">
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<a href="../../swarms/structs/group_chat/" class="md-nav__link">
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<span class="md-ellipsis">
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GroupChat
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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="../../swarms/structs/interactive_groupchat/" class="md-nav__link">
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<span class="md-ellipsis">
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Interactive Group Chat
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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--nested">
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<input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_1_6_5_18" >
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<label class="md-nav__link" for="__nav_1_6_5_18" id="__nav_1_6_5_18_label" tabindex="0">
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<span class="md-ellipsis">
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Workflows
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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="4" aria-labelledby="__nav_1_6_5_18_label" aria-expanded="false">
|
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<label class="md-nav__title" for="__nav_1_6_5_18">
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<span class="md-nav__icon md-icon"></span>
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Workflows
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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="../../swarms/structs/concurrentworkflow/" class="md-nav__link">
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<span class="md-ellipsis">
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ConcurrentWorkflow
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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="../../swarms/structs/sequential_workflow/" class="md-nav__link">
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<span class="md-ellipsis">
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SequentialWorkflow
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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="../../swarms/structs/graph_workflow/" class="md-nav__link">
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<span class="md-ellipsis">
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GraphWorkflow
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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--nested">
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<input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_1_6_5_19" >
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<label class="md-nav__link" for="__nav_1_6_5_19" id="__nav_1_6_5_19_label" tabindex="0">
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<span class="md-ellipsis">
|
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Storage
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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="4" aria-labelledby="__nav_1_6_5_19_label" aria-expanded="false">
|
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<label class="md-nav__title" for="__nav_1_6_5_19">
|
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<span class="md-nav__icon md-icon"></span>
|
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Storage
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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="../../swarms/structs/agent_registry/" class="md-nav__link">
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<span class="md-ellipsis">
|
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AgentRegistry
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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">
|
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<a href="../../swarms/structs/conversation/" class="md-nav__link">
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<span class="md-ellipsis">
|
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Communication Structure
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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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</ul>
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</nav>
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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 " type="checkbox" id="__nav_1_7" >
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<label class="md-nav__link" for="__nav_1_7" id="__nav_1_7_label" tabindex="0">
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<span class="md-ellipsis">
|
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Tools
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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_7_label" aria-expanded="false">
|
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<label class="md-nav__title" for="__nav_1_7">
|
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<span class="md-nav__icon md-icon"></span>
|
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Tools
|
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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="../../swarms_tools/overview/" 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="../../swarms/tools/base_tool/" class="md-nav__link">
|
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<span class="md-ellipsis">
|
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BaseTool 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="../../swarms/tools/mcp_client_call/" class="md-nav__link">
|
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<span class="md-ellipsis">
|
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MCP Client Utils
|
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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 " type="checkbox" id="__nav_1_7_4" >
|
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<label class="md-nav__link" for="__nav_1_7_4" id="__nav_1_7_4_label" tabindex="0">
|
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|
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<span class="md-ellipsis">
|
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Vertical Tools
|
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|
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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="3" aria-labelledby="__nav_1_7_4_label" aria-expanded="false">
|
|
<label class="md-nav__title" for="__nav_1_7_4">
|
|
<span class="md-nav__icon md-icon"></span>
|
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Vertical Tools
|
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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="../../swarms_tools/finance/" class="md-nav__link">
|
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|
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<span class="md-ellipsis">
|
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Finance
|
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|
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</span>
|
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</a>
|
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</li>
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<li class="md-nav__item">
|
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<a href="../../swarms_tools/search/" class="md-nav__link">
|
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|
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<span class="md-ellipsis">
|
|
Search
|
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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 " type="checkbox" id="__nav_1_7_4_3" >
|
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<label class="md-nav__link" for="__nav_1_7_4_3" id="__nav_1_7_4_3_label" tabindex="0">
|
|
|
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|
|
<span class="md-ellipsis">
|
|
Social Media
|
|
|
|
</span>
|
|
|
|
|
|
<span class="md-nav__icon md-icon"></span>
|
|
</label>
|
|
|
|
<nav class="md-nav" data-md-level="4" aria-labelledby="__nav_1_7_4_3_label" aria-expanded="false">
|
|
<label class="md-nav__title" for="__nav_1_7_4_3">
|
|
<span class="md-nav__icon md-icon"></span>
|
|
Social Media
|
|
</label>
|
|
<ul class="md-nav__list" data-md-scrollfix>
|
|
|
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<li class="md-nav__item">
|
|
<a href="../../swarms_tools/twitter/" class="md-nav__link">
|
|
|
|
|
|
|
|
<span class="md-ellipsis">
|
|
Twitter
|
|
|
|
</span>
|
|
|
|
|
|
</a>
|
|
</li>
|
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</ul>
|
|
</nav>
|
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</li>
|
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</ul>
|
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</nav>
|
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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--nested">
|
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|
|
<input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_1_8" >
|
|
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|
|
<label class="md-nav__link" for="__nav_1_8" id="__nav_1_8_label" tabindex="0">
|
|
|
|
|
|
|
|
<span class="md-ellipsis">
|
|
Deployment Solutions
|
|
|
|
</span>
|
|
|
|
|
|
<span class="md-nav__icon md-icon"></span>
|
|
</label>
|
|
|
|
<nav class="md-nav" data-md-level="2" aria-labelledby="__nav_1_8_label" aria-expanded="false">
|
|
<label class="md-nav__title" for="__nav_1_8">
|
|
<span class="md-nav__icon md-icon"></span>
|
|
Deployment Solutions
|
|
</label>
|
|
<ul class="md-nav__list" data-md-scrollfix>
|
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<li class="md-nav__item">
|
|
<a href="../../swarms_cloud/cloud_run/" class="md-nav__link">
|
|
|
|
|
|
|
|
<span class="md-ellipsis">
|
|
Deploy on Google Cloud Run
|
|
|
|
</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="../../swarms_cloud/phala_deploy/" class="md-nav__link">
|
|
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|
|
<span class="md-ellipsis">
|
|
Deploy on Phala
|
|
|
|
</span>
|
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|
|
</a>
|
|
</li>
|
|
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</ul>
|
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</nav>
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</li>
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<li class="md-nav__item md-nav__item--nested">
|
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|
|
<input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_1_9" >
|
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|
|
<label class="md-nav__link" for="__nav_1_9" id="__nav_1_9_label" tabindex="0">
|
|
|
|
|
|
|
|
<span class="md-ellipsis">
|
|
More About Us
|
|
|
|
</span>
|
|
|
|
|
|
<span class="md-nav__icon md-icon"></span>
|
|
</label>
|
|
|
|
<nav class="md-nav" data-md-level="2" aria-labelledby="__nav_1_9_label" aria-expanded="false">
|
|
<label class="md-nav__title" for="__nav_1_9">
|
|
<span class="md-nav__icon md-icon"></span>
|
|
More About Us
|
|
</label>
|
|
<ul class="md-nav__list" data-md-scrollfix>
|
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<li class="md-nav__item">
|
|
<a href="../../swarms/ecosystem/" class="md-nav__link">
|
|
|
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|
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|
|
<span class="md-ellipsis">
|
|
Swarms Ecosystem
|
|
|
|
</span>
|
|
|
|
|
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</a>
|
|
</li>
|
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<li class="md-nav__item">
|
|
<a href="../../swarms/support/" class="md-nav__link">
|
|
|
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|
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|
|
<span class="md-ellipsis">
|
|
Technical Support
|
|
|
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</span>
|
|
|
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|
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</a>
|
|
</li>
|
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</ul>
|
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</nav>
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</li>
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</ul>
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</nav>
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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 " type="checkbox" id="__nav_2" >
|
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|
|
<label class="md-nav__link" for="__nav_2" id="__nav_2_label" tabindex="0">
|
|
|
|
|
|
|
|
<span class="md-ellipsis">
|
|
Examples
|
|
|
|
</span>
|
|
|
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|
|
<span class="md-nav__icon md-icon"></span>
|
|
</label>
|
|
|
|
<nav class="md-nav" data-md-level="1" aria-labelledby="__nav_2_label" aria-expanded="false">
|
|
<label class="md-nav__title" for="__nav_2">
|
|
<span class="md-nav__icon md-icon"></span>
|
|
Examples
|
|
</label>
|
|
<ul class="md-nav__list" data-md-scrollfix>
|
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<li class="md-nav__item">
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Agents with Vision and Tool Usage
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Agent With MCP Integration
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Agents with Vision
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Agent with Multiple Images
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Agent with Streaming
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Agent Output Types
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Gradio Chat Interface
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LLM Providers
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LLM Providers
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Overview
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<span class="md-ellipsis">
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OpenAI
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</a>
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<span class="md-ellipsis">
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Anthropic
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</a>
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<span class="md-ellipsis">
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Groq
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</a>
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<span class="md-ellipsis">
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Cohere
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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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DeepSeek
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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="../../swarms/examples/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 class="md-nav__item">
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<a href="../../swarms/examples/openrouter/" class="md-nav__link">
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<span class="md-ellipsis">
|
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OpenRouter
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</span>
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</a>
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</li>
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<li class="md-nav__item">
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<a href="../../swarms/examples/xai/" class="md-nav__link">
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<span class="md-ellipsis">
|
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XAI
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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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<span class="md-ellipsis">
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VLLM
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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="../../swarms/examples/llama4/" class="md-nav__link">
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<nav class="md-nav" data-md-level="1" aria-labelledby="__nav_5_label" aria-expanded="false">
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<span class="md-nav__icon md-icon"></span>
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Overview
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<span class="md-ellipsis">
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Agents
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<h1 id="the-swarms-flywheel">The Swarms Flywheel<a class="headerlink" href="#the-swarms-flywheel" title="Permanent link">¶</a></h1>
|
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<ol>
|
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<li>
|
|
<p><strong>Building a Supportive Community:</strong> Initiate by establishing an engaging and inclusive open-source community for both developers and sales freelancers around Swarms. Regular online meetups, webinars, tutorials, and sales training can make them feel welcome and encourage contributions and sales efforts.</p>
|
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</li>
|
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<li>
|
|
<p><strong>Increased Contributions and Sales Efforts:</strong> The more engaged the community, the more developers will contribute to Swarms and the more effort sales freelancers will put into selling Swarms.</p>
|
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</li>
|
|
<li>
|
|
<p><strong>Improvement in Quality and Market Reach:</strong> More developer contributions mean better quality, reliability, and feature offerings from Swarms. Simultaneously, increased sales efforts from freelancers boost Swarms' market penetration and visibility.</p>
|
|
</li>
|
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<li>
|
|
<p><strong>Rise in User Base:</strong> As Swarms becomes more robust and more well-known, the user base grows, driving more revenue.</p>
|
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</li>
|
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<li>
|
|
<p><strong>Greater Financial Incentives:</strong> Increased revenue can be redirected to offer more significant financial incentives to both developers and salespeople. Developers can be incentivized based on their contribution to Swarms, and salespeople can be rewarded with higher commissions.</p>
|
|
</li>
|
|
<li>
|
|
<p><strong>Attract More Developers and Salespeople:</strong> These financial incentives, coupled with the recognition and experience from participating in a successful project, attract more developers and salespeople to the community.</p>
|
|
</li>
|
|
<li>
|
|
<p><strong>Wider Adoption of Swarms:</strong> An ever-improving product, a growing user base, and an increasing number of passionate salespeople accelerate the adoption of Swarms.</p>
|
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</li>
|
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<li>
|
|
<p><strong>Return to Step 1:</strong> As the community, user base, and sales network continue to grow, the cycle repeats, each time speeding up the flywheel.</p>
|
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</li>
|
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</ol>
|
|
<div class="language-markdown highlight"><pre><span></span><code><span id="__span-0-1"><a id="__codelineno-0-1" name="__codelineno-0-1" href="#__codelineno-0-1"></a> +---------------------+
|
|
</span><span id="__span-0-2"><a id="__codelineno-0-2" name="__codelineno-0-2" href="#__codelineno-0-2"></a> | Building a |
|
|
</span><span id="__span-0-3"><a id="__codelineno-0-3" name="__codelineno-0-3" href="#__codelineno-0-3"></a> | Supportive | <--+
|
|
</span><span id="__span-0-4"><a id="__codelineno-0-4" name="__codelineno-0-4" href="#__codelineno-0-4"></a> | Community | |
|
|
</span><span id="__span-0-5"><a id="__codelineno-0-5" name="__codelineno-0-5" href="#__codelineno-0-5"></a> +--------+-----------+ |
|
|
</span><span id="__span-0-6"><a id="__codelineno-0-6" name="__codelineno-0-6" href="#__codelineno-0-6"></a> | |
|
|
</span><span id="__span-0-7"><a id="__codelineno-0-7" name="__codelineno-0-7" href="#__codelineno-0-7"></a> v |
|
|
</span><span id="__span-0-8"><a id="__codelineno-0-8" name="__codelineno-0-8" href="#__codelineno-0-8"></a> +--------+-----------+ |
|
|
</span><span id="__span-0-9"><a id="__codelineno-0-9" name="__codelineno-0-9" href="#__codelineno-0-9"></a> | Increased | |
|
|
</span><span id="__span-0-10"><a id="__codelineno-0-10" name="__codelineno-0-10" href="#__codelineno-0-10"></a> | Contributions & | |
|
|
</span><span id="__span-0-11"><a id="__codelineno-0-11" name="__codelineno-0-11" href="#__codelineno-0-11"></a> | Sales Efforts | |
|
|
</span><span id="__span-0-12"><a id="__codelineno-0-12" name="__codelineno-0-12" href="#__codelineno-0-12"></a> +--------+-----------+ |
|
|
</span><span id="__span-0-13"><a id="__codelineno-0-13" name="__codelineno-0-13" href="#__codelineno-0-13"></a> | |
|
|
</span><span id="__span-0-14"><a id="__codelineno-0-14" name="__codelineno-0-14" href="#__codelineno-0-14"></a> v |
|
|
</span><span id="__span-0-15"><a id="__codelineno-0-15" name="__codelineno-0-15" href="#__codelineno-0-15"></a> +--------+-----------+ |
|
|
</span><span id="__span-0-16"><a id="__codelineno-0-16" name="__codelineno-0-16" href="#__codelineno-0-16"></a> | Improvement in | |
|
|
</span><span id="__span-0-17"><a id="__codelineno-0-17" name="__codelineno-0-17" href="#__codelineno-0-17"></a> | Quality & Market | |
|
|
</span><span id="__span-0-18"><a id="__codelineno-0-18" name="__codelineno-0-18" href="#__codelineno-0-18"></a> | Reach | |
|
|
</span><span id="__span-0-19"><a id="__codelineno-0-19" name="__codelineno-0-19" href="#__codelineno-0-19"></a> +--------+-----------+ |
|
|
</span><span id="__span-0-20"><a id="__codelineno-0-20" name="__codelineno-0-20" href="#__codelineno-0-20"></a> | |
|
|
</span><span id="__span-0-21"><a id="__codelineno-0-21" name="__codelineno-0-21" href="#__codelineno-0-21"></a> v |
|
|
</span><span id="__span-0-22"><a id="__codelineno-0-22" name="__codelineno-0-22" href="#__codelineno-0-22"></a> +--------+-----------+ |
|
|
</span><span id="__span-0-23"><a id="__codelineno-0-23" name="__codelineno-0-23" href="#__codelineno-0-23"></a> | Rise in User | |
|
|
</span><span id="__span-0-24"><a id="__codelineno-0-24" name="__codelineno-0-24" href="#__codelineno-0-24"></a> | Base | |
|
|
</span><span id="__span-0-25"><a id="__codelineno-0-25" name="__codelineno-0-25" href="#__codelineno-0-25"></a> +--------+-----------+ |
|
|
</span><span id="__span-0-26"><a id="__codelineno-0-26" name="__codelineno-0-26" href="#__codelineno-0-26"></a> | |
|
|
</span><span id="__span-0-27"><a id="__codelineno-0-27" name="__codelineno-0-27" href="#__codelineno-0-27"></a> v |
|
|
</span><span id="__span-0-28"><a id="__codelineno-0-28" name="__codelineno-0-28" href="#__codelineno-0-28"></a> +--------+-----------+ |
|
|
</span><span id="__span-0-29"><a id="__codelineno-0-29" name="__codelineno-0-29" href="#__codelineno-0-29"></a> | Greater Financial | |
|
|
</span><span id="__span-0-30"><a id="__codelineno-0-30" name="__codelineno-0-30" href="#__codelineno-0-30"></a> | Incentives | |
|
|
</span><span id="__span-0-31"><a id="__codelineno-0-31" name="__codelineno-0-31" href="#__codelineno-0-31"></a> +--------+-----------+ |
|
|
</span><span id="__span-0-32"><a id="__codelineno-0-32" name="__codelineno-0-32" href="#__codelineno-0-32"></a> | |
|
|
</span><span id="__span-0-33"><a id="__codelineno-0-33" name="__codelineno-0-33" href="#__codelineno-0-33"></a> v |
|
|
</span><span id="__span-0-34"><a id="__codelineno-0-34" name="__codelineno-0-34" href="#__codelineno-0-34"></a> +--------+-----------+ |
|
|
</span><span id="__span-0-35"><a id="__codelineno-0-35" name="__codelineno-0-35" href="#__codelineno-0-35"></a> | Attract More | |
|
|
</span><span id="__span-0-36"><a id="__codelineno-0-36" name="__codelineno-0-36" href="#__codelineno-0-36"></a> | Developers & | |
|
|
</span><span id="__span-0-37"><a id="__codelineno-0-37" name="__codelineno-0-37" href="#__codelineno-0-37"></a> | Salespeople | |
|
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</span><span id="__span-0-38"><a id="__codelineno-0-38" name="__codelineno-0-38" href="#__codelineno-0-38"></a> +--------+-----------+ |
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</span><span id="__span-0-39"><a id="__codelineno-0-39" name="__codelineno-0-39" href="#__codelineno-0-39"></a> | |
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</span><span id="__span-0-40"><a id="__codelineno-0-40" name="__codelineno-0-40" href="#__codelineno-0-40"></a> v |
|
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</span><span id="__span-0-41"><a id="__codelineno-0-41" name="__codelineno-0-41" href="#__codelineno-0-41"></a> +--------+-----------+ |
|
|
</span><span id="__span-0-42"><a id="__codelineno-0-42" name="__codelineno-0-42" href="#__codelineno-0-42"></a> | Wider Adoption of | |
|
|
</span><span id="__span-0-43"><a id="__codelineno-0-43" name="__codelineno-0-43" href="#__codelineno-0-43"></a> | Swarms |----+
|
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</span><span id="__span-0-44"><a id="__codelineno-0-44" name="__codelineno-0-44" href="#__codelineno-0-44"></a> +---------------------+
|
|
</span></code></pre></div>
|
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<h1 id="potential-risks-and-mitigations">Potential Risks and Mitigations:<a class="headerlink" href="#potential-risks-and-mitigations" title="Permanent link">¶</a></h1>
|
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<ol>
|
|
<li><strong>Insufficient Contributions or Quality of Work</strong>: Open-source efforts rely on individuals being willing and able to spend time contributing. If not enough people participate, or the work they produce is of poor quality, the product development could stall. </li>
|
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<li>
|
|
<p><strong>Mitigation</strong>: Create a robust community with clear guidelines, support, and resources. Provide incentives for quality contributions, such as a reputation system, swag, or financial rewards. Conduct thorough code reviews to ensure the quality of contributions.</p>
|
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</li>
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<li>
|
|
<p><strong>Lack of Sales Results</strong>: Commission-based salespeople will only continue to sell the product if they're successful. If they aren't making enough sales, they may lose motivation and cease their efforts.</p>
|
|
</li>
|
|
<li>
|
|
<p><strong>Mitigation</strong>: Provide adequate sales training and resources. Ensure the product-market fit is strong, and adjust messaging or sales tactics as necessary. Consider implementing a minimum commission or base pay to reduce risk for salespeople.</p>
|
|
</li>
|
|
<li>
|
|
<p><strong>Poor User Experience or User Adoption</strong>: If users don't find the product useful or easy to use, they won't adopt it, and the user base won't grow. This could also discourage salespeople and contributors.</p>
|
|
</li>
|
|
<li>
|
|
<p><strong>Mitigation</strong>: Prioritize user experience in the product development process. Regularly gather and incorporate user feedback. Ensure robust user support is in place.</p>
|
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</li>
|
|
<li>
|
|
<p><strong>Inadequate Financial Incentives</strong>: If the financial rewards don't justify the time and effort contributors and salespeople are putting in, they will likely disengage.</p>
|
|
</li>
|
|
<li>
|
|
<p><strong>Mitigation</strong>: Regularly review and adjust financial incentives as needed. Ensure that the method for calculating and distributing rewards is transparent and fair.</p>
|
|
</li>
|
|
<li>
|
|
<p><strong>Security and Compliance Risks</strong>: As the user base grows and the software becomes more complex, the risk of security issues increases. Moreover, as contributors from various regions join, compliance with various international laws could become an issue.</p>
|
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</li>
|
|
<li><strong>Mitigation</strong>: Establish strong security practices from the start. Regularly conduct security audits. Seek legal counsel to understand and adhere to international laws and regulations.</li>
|
|
</ol>
|
|
<h2 id="activation-plan-for-the-flywheel">Activation Plan for the Flywheel:<a class="headerlink" href="#activation-plan-for-the-flywheel" title="Permanent link">¶</a></h2>
|
|
<ol>
|
|
<li>
|
|
<p><strong>Community Building</strong>: Begin by fostering a supportive community around Swarms. Encourage early adopters to contribute and provide feedback. Create comprehensive documentation, community guidelines, and a forum for discussion and support.</p>
|
|
</li>
|
|
<li>
|
|
<p><strong>Sales and Development Training</strong>: Provide resources and training for salespeople and developers. Make sure they understand the product, its value, and how to effectively contribute or sell.</p>
|
|
</li>
|
|
<li>
|
|
<p><strong>Increase Contributions and Sales Efforts</strong>: Encourage increased participation by highlighting successful contributions and sales, rewarding top contributors and salespeople, and regularly communicating about the project's progress and impact.</p>
|
|
</li>
|
|
<li>
|
|
<p><strong>Iterate and Improve</strong>: Continually gather and implement feedback to improve Swarms and its market reach. The better the product and its alignment with the market, the more the user base will grow.</p>
|
|
</li>
|
|
<li>
|
|
<p><strong>Expand User Base</strong>: As the product improves and sales efforts continue, the user base should grow. Ensure you have the infrastructure to support this growth and maintain a positive user experience.</p>
|
|
</li>
|
|
<li>
|
|
<p><strong>Increase Financial Incentives</strong>: As the user base and product grow, so too should the financial incentives. Make sure rewards continue to be competitive and attractive.</p>
|
|
</li>
|
|
<li>
|
|
<p><strong>Attract More Contributors and Salespeople</strong>: As the financial incentives and success of the product increase, this should attract more contributors and salespeople, further feeding the flywheel.</p>
|
|
</li>
|
|
</ol>
|
|
<p>Throughout this process, it's important to regularly reassess and adjust your strategy as necessary. Stay flexible and responsive to changes in the market, user feedback, and the evolving needs of the community.</p>
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