> ## Documentation Index
> Fetch the complete documentation index at: https://agno-v2-update-deprecated-models.mintlify.site/llms.txt
> Use this file to discover all available pages before exploring further.

# Welcome to Agno

> Build, run, and manage agentic software at scale.

export const CodeTabs = ({ tabs, defaultTab }) => {
  const [activeTab, setActiveTab] = React.useState(defaultTab || tabs[0]?.id);
  const currentTab = tabs.find((tab) => tab.id === activeTab) || tabs[0];

return (
<div className="flex flex-col gap-6 w-full">
<style dangerouslySetInnerHTML={{__html: `
        .code-tab-btn {
          padding: 0;
          border: none;
          background: transparent;
          cursor: pointer;
          font-family: inherit;
          font-size: 14px;
          transition: color 0.2s ease;
          color: #71717a;
          font-weight: 400;
        }
        .code-tab-btn.active {
          color: #18181b;
          font-weight: 600;
        }
        .dark .code-tab-btn.active {
          color: #f4f4f5;
        }
        .code-tab-bracket {
          margin-right: 4px;
          visibility: hidden;
        }
        .code-tab-bracket-right {
          margin-left: 4px;
          visibility: hidden;
        }
        .code-tab-btn.active .code-tab-bracket,
        .code-tab-btn.active .code-tab-bracket-right {
          visibility: visible;
        }
        .kw { color: #ff4017; }
        .str { color: #c3e88d; }
        .num { color: #c792ea; }
        .cmt { color: #71717a; }
      `}} />
<div className="grid grid-cols-2 gap-4 md:flex md:gap-8 justify-center">
{tabs.map((tab) => {
const isActive = activeTab === tab.id;
return (
<button
key={tab.id}
onClick={() => setActiveTab(tab.id)}
className={isActive ? 'code-tab-btn active' : 'code-tab-btn'} >
<span className="code-tab-bracket">[</span>
{tab.label}
<span className="code-tab-bracket-right">]</span>
</button>
);
})}
</div>

      <style dangerouslySetInnerHTML={{__html: `
        .code-box {
          position: relative;
          border-radius: 16px;
          border: 1px solid #27272a;
          background: #09090b;
          padding: 20px;
          overflow: auto;
        }
        .code-box pre {
          margin: 0;
          padding: 0;
          overflow: auto;
          font-size: 13px;
          line-height: 1.8;
          font-family: "JetBrains Mono", "Fira Code", Monaco, Consolas, monospace;
        }
        .code-box code {
          color: #e5e7eb;
          white-space: pre;
        }
        .code-lang {
          display: block;
          font-size: 10px;
          text-transform: uppercase;
          letter-spacing: 0.15em;
          color: #ff4017;
          margin-bottom: 16px;
          font-weight: 600;
        }
      `}} />
      <div className="code-box">
        <pre>
          <code>
            {currentTab?.language && (
              <span className="code-lang">{currentTab.language}</span>
            )}
            {currentTab?.code}
          </code>
        </pre>
      </div>
    </div>

);
};

export const highlightStyle = {
  backgroundColor: "rgba(255, 64, 23, 0.2)",
  display: "block",
};

export const codeTabs = [
  {
    id: "agents",
    label: "Agents",
    language: "python",
    code: (
      <>
        <span style={{ color: "#ff4017" }}>from</span> agno.agent{" "}
        <span style={{ color: "#ff4017" }}>import</span> Agent{"\n"}
        <span style={{ color: "#ff4017" }}>from</span> agno.models.anthropic{" "}
        <span style={{ color: "#ff4017" }}>import</span> Claude{"\n"}
        <span style={{ color: "#ff4017" }}>from</span> agno.tools.coding{" "}
        <span style={{ color: "#ff4017" }}>import</span> CodingTools{"\n"}
        {"\n"}
        agent = Agent({"\n"}
        {"    "}model=Claude(id=
        <span style={{ color: "#c3e88d" }}>"claude-sonnet-4-5"</span>),{"\n"}
        {"    "}tools=[CodingTools()],{"\n"}
        {"    "}add_history_to_context=
        <span style={{ color: "#ff4017" }}>True</span>,{"\n"}
        {"    "}markdown=<span style={{ color: "#ff4017" }}>True</span>,{"\n"}
        ){"\n"}
        {"\n"}
        agent.print_response(
        <span style={{ color: "#c3e88d" }}>
          "Build a todo app with tests."
        </span>
        , stream=<span style={{ color: "#ff4017" }}>True</span>)
      </>
    ),
  },
  {
    id: "teams",
    label: "Teams",
    language: "python",
    code: (
      <>
        <span style={{ color: "#ff4017" }}>from</span> agno.team{" "}
        <span style={{ color: "#ff4017" }}>import</span> Team{"\n"}
        <span style={{ color: "#ff4017" }}>from</span> agno.agent{" "}
        <span style={{ color: "#ff4017" }}>import</span> Agent{"\n"}
        <span style={{ color: "#ff4017" }}>
          from
        </span> agno.models.anthropic{" "}
        <span style={{ color: "#ff4017" }}>import</span> Claude{"\n"}
        <span style={{ color: "#ff4017" }}>
          from
        </span> agno.tools.hackernews{" "}
        <span style={{ color: "#ff4017" }}>import</span> HackerNewsTools{"\n"}
        <span style={{ color: "#ff4017" }}>
          from
        </span> agno.tools.newspaper4k{" "}
        <span style={{ color: "#ff4017" }}>import</span> Newspaper4kTools{"\n"}
        {"\n"}
        hn_researcher = Agent(name=
        <span style={{ color: "#c3e88d" }}>"HackerNews Researcher"</span>,
        tools=[HackerNewsTools()]){"\n"}
        article_reader = Agent(name=
        <span style={{ color: "#c3e88d" }}>"Article Reader"</span>,
        tools=[Newspaper4kTools()]){"\n"}
        {"\n"}
        team = Team({"\n"}
        {"    "}model=Claude(id=
        <span style={{ color: "#c3e88d" }}>"claude-sonnet-4-5"</span>),{"\n"}
        {"    "}members=[hn_researcher, article_reader],{"\n"}
        {"    "}add_history_to_context=
        <span style={{ color: "#ff4017" }}>True</span>,{"\n"}){"\n"}
        team.print_response(
        <span style={{ color: "#c3e88d" }}>
          "Research AI trends and summarize the top articles"
        </span>
        )
      </>
    ),
  },
  {
    id: "workflows",
    label: "Workflows",
    language: "python",
    code: (
      <>
        <span style={{ color: "#ff4017" }}>from</span> agno.agent{" "}
        <span style={{ color: "#ff4017" }}>import</span> Agent{"\n"}
        <span style={{ color: "#ff4017" }}>from</span> agno.workflow{" "}
        <span style={{ color: "#ff4017" }}>import</span> Workflow{"\n"}
        <span style={{ color: "#ff4017" }}>
          from
        </span> agno.models.anthropic{" "}
        <span style={{ color: "#ff4017" }}>import</span> Claude{"\n"}
        <span style={{ color: "#ff4017" }}>
          from
        </span> agno.tools.duckduckgo{" "}
        <span style={{ color: "#ff4017" }}>import</span> DuckDuckGoTools{"\n"}
        {"\n"}
        researcher = Agent(name=
        <span style={{ color: "#c3e88d" }}>"Researcher"</span>, model=Claude(id=
        <span style={{ color: "#c3e88d" }}>"claude-sonnet-4-5"</span>),
        tools=[DuckDuckGoTools()]){"\n"}
        writer = Agent(name=<span style={{ color: "#c3e88d" }}>"Writer"</span>,
        model=Claude(id=
        <span style={{ color: "#c3e88d" }}>"claude-sonnet-4-5"</span>),
        instructions=
        <span style={{ color: "#c3e88d" }}>"Write engaging content"</span>)
        {"\n"}
        {"\n"}
        workflow = Workflow({"\n"}
        {"    "}name=
        <span style={{ color: "#c3e88d" }}>"Content Workflow"</span>,{"\n"}
        {"    "}steps=[researcher, writer],{"\n"}){"\n"}
        workflow.print_response(
        <span style={{ color: "#c3e88d" }}>
          "Create a blog post about AI agents"
        </span>
        , stream=<span style={{ color: "#ff4017" }}>True</span>)
      </>
    ),
  },
  {
    id: "agentos",
    label: "AgentOS",
    language: "python",
    code: (
      <>
        <span style={{ color: "#ff4017" }}>from</span> agno.os{" "}
        <span style={{ color: "#ff4017" }}>import</span> AgentOS{"\n"}
        <span style={{ color: "#ff4017" }}>from</span> agno.agent{" "}
        <span style={{ color: "#ff4017" }}>import</span> Agent{"\n"}
        <span style={{ color: "#ff4017" }}>from</span> agno.db.sqlite{" "}
        <span style={{ color: "#ff4017" }}>import</span> SqliteDb{"\n"}
        <span style={{ color: "#ff4017" }}>from</span> agno.tools.mcp{" "}
        <span style={{ color: "#ff4017" }}>import</span> MCPTools{"\n"}
        <span style={{ color: "#ff4017" }}>
          from
        </span> agno.models.anthropic{" "}
        <span style={{ color: "#ff4017" }}>import</span> Claude{"\n"}
        {"\n"}
        agent = Agent({"\n"}
        {"    "}name=<span style={{ color: "#c3e88d" }}>"Support Agent"</span>,
        {"\n"}
        {"    "}model=Claude(id=
        <span style={{ color: "#c3e88d" }}>"claude-sonnet-4-5"</span>),{"\n"}
        {"    "}db=SqliteDb(db_file=
        <span style={{ color: "#c3e88d" }}>"agno.db"</span>),{"\n"}
        {"    "}tools=[MCPTools(url=
        <span style={{ color: "#c3e88d" }}>"https://docs.agno.com/mcp"</span>)],
        {"\n"}
        {"    "}add_history_to_context=
        <span style={{ color: "#ff4017" }}>True</span>,{"\n"}
        {"    "}markdown=<span style={{ color: "#ff4017" }}>True</span>,{"\n"})
        {"\n"}
        {"\n"}
        agent_os = AgentOS(agents=[agent]){"\n"}
        app = agent_os.get_app(){" "}
        <span style={{ color: "#71717a" }}># FastAPI app ready to deploy</span>
      </>
    ),
  },
];

<div className="relative mx-[calc(50%-50vw)] bg-[#f6f7f9] dark:bg-[#111113] py-16 md:py-16 border-y border-[#e5e7eb] dark:border-zinc-800 overflow-hidden">
  <div
    className="absolute inset-0 pointer-events-none opacity-30 dark:opacity-0"
    style={{
  backgroundImage:
    'linear-gradient(#d1d5db 1px, transparent 1px), linear-gradient(90deg, #d1d5db 1px, transparent 1px)',
  backgroundSize: '290px 290px',
  backgroundPosition: 'center',
}}
  />

  <div className="relative mx-auto flex max-w-6xl flex-col px-5 sm:px-8 lg:px-10">
    <header className="flex flex-col gap-3 rounded-full border border-[#e5e7eb] dark:border-zinc-700 bg-white dark:bg-zinc-900 px-5 py-3 shadow-sm sm:flex-row sm:items-center sm:justify-between">
      <div className="flex items-center gap-3">
        <span className="text-lg font-semibold tracking-tight text-zinc-900 dark:text-zinc-100">Agno</span>

        <span className="rounded-full border border-[#e5e7eb] dark:border-zinc-700 px-3 py-1 text-xs font-semibold uppercase tracking-[0.2em] text-zinc-500 dark:text-zinc-400">
          Docs
        </span>
      </div>

      <div className="flex items-center gap-3">
        <a href="/introduction" className="rounded-full border border-[#d1d5db] dark:border-zinc-600 bg-white dark:bg-zinc-800 px-4 py-2 text-sm font-semibold text-zinc-800 dark:text-zinc-100 transition hover:bg-zinc-50 dark:hover:bg-zinc-700">
          Read the docs
        </a>

        <a href="https://os.agno.com" className="rounded-full border border-[#ff4017] bg-[#ff4017] px-4 py-2 text-sm font-semibold text-white shadow-[0_10px_20px_rgba(255,64,23,0.25)] transition hover:bg-[#ff2e00]">
          Try AgentOS
        </a>
      </div>
    </header>

    <section className="mt-20 flex flex-col items-center gap-6 text-center">
      <h1 className="text-4xl font-semibold leading-[1.05] text-zinc-900 dark:text-zinc-100 sm:text-5xl md:text-[64px]">
        Build. Run. Manage.<br />
        Agentic Software at Scale

        {/* Blinking Cursor Animation */}

        {(() => {
                        const [visible, setVisible] = React.useState(true);
                        React.useEffect(() => {
                          const interval = setInterval(() => setVisible(v => !v), 600);
                          return () => clearInterval(interval);
                        }, []);
                        return (
                          <span style={{
                            display: 'inline-block',
                            width: '0.5em',
                            height: '0.1em',
                            backgroundColor: '#ff4017',
                            marginLeft: '0.1em',
                            verticalAlign: 'baseline',
                            position: 'relative',
                            top: '0.10em',
                            opacity: visible ? 1 : 0,
                            transition: 'opacity 0.5s ease-in-out',
                          }} />
                        );
                      })()}
      </h1>

      {/* ============================================
                    QUICK START CARDS
                    ============================================ */}

      <div className="mt-12 grid w-full max-w-5xl grid-cols-1 gap-4 md:grid-cols-3">
        {/* Getting Started Card */}

        <a href="/introduction" className="group relative flex flex-col gap-2 rounded-xl bg-[#f6f7f9] dark:bg-zinc-900 border border-[#e5e7eb] dark:border-zinc-700 p-5 transition hover:border-[#e5e7eb] dark:hover:border-zinc-600">
          <span className="pointer-events-none absolute -left-2 -top-2 h-4 w-4 border-l-2 border-t-2 border-[#ff4017] opacity-0 transition-opacity group-hover:opacity-100" />

          <span className="pointer-events-none absolute -right-2 -top-2 h-4 w-4 border-r-2 border-t-2 border-[#ff4017] opacity-0 transition-opacity group-hover:opacity-100" />

          <span className="pointer-events-none absolute -bottom-2 -left-2 h-4 w-4 border-b-2 border-l-2 border-[#ff4017] opacity-0 transition-opacity group-hover:opacity-100" />

          <span className="pointer-events-none absolute -bottom-2 -right-2 h-4 w-4 border-b-2 border-r-2 border-[#ff4017] opacity-0 transition-opacity group-hover:opacity-100" />

          <h3 className="text-base font-semibold text-start text-zinc-900 dark:text-zinc-100">Get Started</h3>

          <p className="text-xs leading-relaxed text-start text-zinc-500 dark:text-zinc-400">
            Explore the SDK and build your first Agent.
          </p>
        </a>

        {/* AgentOS Card */}

        <a href="/agent-os/introduction" className="group relative flex flex-col gap-2 rounded-xl border border-[#e5e7eb] dark:border-zinc-700 bg-[#f6f7f9] dark:bg-zinc-900 p-5 transition hover:border-[#e5e7eb] dark:hover:border-zinc-600">
          <span className="pointer-events-none absolute -left-2 -top-2 h-4 w-4 border-l-2 border-t-2 border-[#ff4017] opacity-0 transition-opacity group-hover:opacity-100" />

          <span className="pointer-events-none absolute -right-2 -top-2 h-4 w-4 border-r-2 border-t-2 border-[#ff4017] opacity-0 transition-opacity group-hover:opacity-100" />

          <span className="pointer-events-none absolute -bottom-2 -left-2 h-4 w-4 border-b-2 border-l-2 border-[#ff4017] opacity-0 transition-opacity group-hover:opacity-100" />

          <span className="pointer-events-none absolute -bottom-2 -right-2 h-4 w-4 border-b-2 border-r-2 border-[#ff4017] opacity-0 transition-opacity group-hover:opacity-100" />

          <h3 className="text-base font-semibold text-start text-zinc-900 dark:text-zinc-100">AgentOS</h3>

          <p className="text-xs leading-relaxed text-start text-zinc-500 dark:text-zinc-400">
            Turn your Agents into a production API.
          </p>
        </a>

        {/* Production Card */}

        <a href="/production/overview" className="group relative flex flex-col gap-2 rounded-xl border border-[#e5e7eb] dark:border-zinc-700 bg-[#f6f7f9] dark:bg-zinc-900 p-5 transition hover:border-[#e5e7eb] dark:hover:border-zinc-600">
          <span className="pointer-events-none absolute -left-2 -top-2 h-4 w-4 border-l-2 border-t-2 border-[#ff4017] opacity-0 transition-opacity group-hover:opacity-100" />

          <span className="pointer-events-none absolute -right-2 -top-2 h-4 w-4 border-r-2 border-t-2 border-[#ff4017] opacity-0 transition-opacity group-hover:opacity-100" />

          <span className="pointer-events-none absolute -bottom-2 -left-2 h-4 w-4 border-b-2 border-l-2 border-[#ff4017] opacity-0 transition-opacity group-hover:opacity-100" />

          <span className="pointer-events-none absolute -bottom-2 -right-2 h-4 w-4 border-b-2 border-r-2 border-[#ff4017] opacity-0 transition-opacity group-hover:opacity-100" />

          <h3 className="text-base font-semibold text-start text-zinc-900 dark:text-zinc-100">Deploy</h3>

          <p className="text-xs leading-relaxed text-start text-zinc-500 dark:text-zinc-400">
            Production patterns for deploying your AgentOS.
          </p>
        </a>
      </div>
    </section>

    <section className="mt-20 flex flex-col gap-6">
      <div className="flex flex-col gap-2 text-center">
        <p className="text-xs font-semibold uppercase tracking-[0.35em] text-zinc-500 dark:text-zinc-400">Build with agno</p>
      </div>

      <div className="lg:p-10">
        <CodeTabs tabs={codeTabs} defaultTab="agents" />
      </div>
    </section>

    <section className="mt-20 pb-12">
      {/* Footer Links Grid */}

      <div className="mx-auto grid max-w-6xl grid-cols-2 gap-8 px-5 sm:px-8 lg:grid-cols-5 lg:px-10">
        <div>
          <h3 className="mb-4 text-xs font-semibold uppercase tracking-wider text-zinc-900 dark:text-zinc-100">Get Started</h3>

          <ul className="space-y-3">
            <li><a href="/introduction" className="text-sm text-zinc-500 dark:text-zinc-400 transition hover:text-[#ff4017]">What is Agno?</a></li>
            <li><a href="/first-agent" className="text-sm text-zinc-500 dark:text-zinc-400 transition hover:text-[#ff4017]">Your First Agent</a></li>
          </ul>
        </div>

        <div>
          <h3 className="mb-4 text-xs font-semibold uppercase tracking-wider text-zinc-900 dark:text-zinc-100">SDK</h3>

          <ul className="space-y-3">
            <li><a href="/agents/overview" className="text-sm text-zinc-500 dark:text-zinc-400 transition hover:text-[#ff4017]">Agents</a></li>
            <li><a href="/teams/overview" className="text-sm text-zinc-500 dark:text-zinc-400 transition hover:text-[#ff4017]">Teams</a></li>
            <li><a href="/workflows/overview" className="text-sm text-zinc-500 dark:text-zinc-400 transition hover:text-[#ff4017]">Workflows</a></li>
          </ul>
        </div>

        <div>
          <h3 className="mb-4 text-xs font-semibold uppercase tracking-wider text-zinc-900 dark:text-zinc-100">Agent OS</h3>

          <ul className="space-y-3">
            <li><a href="/agent-os/introduction" className="text-sm text-zinc-500 dark:text-zinc-400 transition hover:text-[#ff4017]">Introduction</a></li>
            <li><a href="/agent-os/control-plane" className="text-sm text-zinc-500 dark:text-zinc-400 transition hover:text-[#ff4017]">Control Plane</a></li>
            <li><a href="/agent-os/overview" className="text-sm text-zinc-500 dark:text-zinc-400 transition hover:text-[#ff4017]">Configuration</a></li>
          </ul>
        </div>

        <div>
          <h3 className="mb-4 text-xs font-semibold uppercase tracking-wider text-zinc-900 dark:text-zinc-100">Production</h3>

          <ul className="space-y-3">
            <li><a href="/production" className="text-sm text-zinc-500 dark:text-zinc-400 transition hover:text-[#ff4017]">Overview</a></li>
            <li><a href="/production/templates" className="text-sm text-zinc-500 dark:text-zinc-400 transition hover:text-[#ff4017]">Templates</a></li>
            <li><a href="/production/applications" className="text-sm text-zinc-500 dark:text-zinc-400 transition hover:text-[#ff4017]">Applications</a></li>
            <li><a href="/production/interfaces" className="text-sm text-zinc-500 dark:text-zinc-400 transition hover:text-[#ff4017]">Interfaces</a></li>
          </ul>
        </div>

        <div>
          <h3 className="mb-4 text-xs font-semibold uppercase tracking-wider text-zinc-900 dark:text-zinc-100">Reference</h3>

          <ul className="space-y-3">
            <li><a href="/reference" className="text-sm text-zinc-500 dark:text-zinc-400 transition hover:text-[#ff4017]">APIs</a></li>
            <li><a href="/cookbook" className="text-sm text-zinc-500 dark:text-zinc-400 transition hover:text-[#ff4017]">Cookbook</a></li>
            <li><a href="https://github.com/agno-agi/dash" className="text-sm text-zinc-500 dark:text-zinc-400 transition hover:text-[#ff4017]">Dash</a></li>
            <li><a href="https://github.com/agno-agi/scout" className="text-sm text-zinc-500 dark:text-zinc-400 transition hover:text-[#ff4017]">Scout</a></li>
          </ul>
        </div>
      </div>

      {/* Footer Bottom - Copyright & Social Links */}

      <div className="mx-auto mt-12 flex max-w-6xl items-center justify-between px-5 pt-8 sm:px-8 lg:px-10">
        <p className="text-xs text-zinc-400 dark:text-zinc-500">© 2025 Agno Inc. All rights reserved.</p>

        <div className="flex items-center gap-4">
          <a href="https://x.com/AgnoAgi" className="text-zinc-400 dark:text-zinc-500 transition hover:text-[#ff4017]">
            <svg className="h-5 w-5" fill="currentColor" viewBox="0 0 24 24">
              <path d="M18.244 2.25h3.308l-7.227 8.26 8.502 11.24H16.17l-5.214-6.817L4.99 21.75H1.68l7.73-8.835L1.254 2.25H8.08l4.713 6.231zm-1.161 17.52h1.833L7.084 4.126H5.117z" />
            </svg>
          </a>

          <a href="https://github.com/agno-agi/agno" className="text-zinc-400 dark:text-zinc-500 transition hover:text-[#ff4017]">
            <svg className="h-5 w-5" fill="currentColor" viewBox="0 0 24 24">
              <path d="M12 2C6.477 2 2 6.484 2 12.017c0 4.425 2.865 8.18 6.839 9.504.5.092.682-.217.682-.483 0-.237-.008-.868-.013-1.703-2.782.605-3.369-1.343-3.369-1.343-.454-1.158-1.11-1.466-1.11-1.466-.908-.62.069-.608.069-.608 1.003.07 1.531 1.032 1.531 1.032.892 1.53 2.341 1.088 2.91.832.092-.647.35-1.088.636-1.338-2.22-.253-4.555-1.113-4.555-4.951 0-1.093.39-1.988 1.029-2.688-.103-.253-.446-1.272.098-2.65 0 0 .84-.27 2.75 1.026A9.564 9.564 0 0112 6.844c.85.004 1.705.115 2.504.337 1.909-1.296 2.747-1.027 2.747-1.027.546 1.379.202 2.398.1 2.651.64.7 1.028 1.595 1.028 2.688 0 3.848-2.339 4.695-4.566 4.943.359.309.678.92.678 1.855 0 1.338-.012 2.419-.012 2.747 0 .268.18.58.688.482A10.019 10.019 0 0022 12.017C22 6.484 17.522 2 12 2z" />
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