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Documentation

    LangChain is the platform for agent engineering. AI teams at Clay, Rippling, Cloudflare, Workday, and more trust LangChain's products to engineer reliable agents.

    <h2 class="flex whitespace-pre-wrap group font-semibold">LangSmith</h2>

    [**LangSmith**](/langsmith/home) is a platform that helps AI teams use live production data for continuous testing and improvement. LangSmith provides:

    <CardGroup cols={3}>
        <Card
            title="Observability"
            href="/langsmith/observability"
            icon="/images/brand/observability-icon-dark.png"
            cta="Learn more"
        >
            See exactly how your agent thinks and acts with detailed tracing and aggregate trend metrics.
        </Card>
        <Card
            title="Engine (Beta)"
            href="/langsmith/engine"
            icon="engine"
            cta="Learn more"
        >
            Automatically detect and resolve recurring issues in your tracing projects.
        </Card>
        <Card
            title="Evaluation"
            href="/langsmith/evaluation"
            icon="/images/brand/evaluation-icon-dark.png"
            cta="Learn more"
        >
            Test and score agent behavior on production data or offline datasets to continuously improve performance.
        </Card>
        <Card
            title="Prompt Engineering"
            href="/langsmith/prompt-engineering"
            icon="/images/brand/prompt-engineering-icon.png"
            cta="Learn more"
        >
            Iterate on prompts with version control, prompt optimization, and collaboration features.
        </Card>
        <Card
            title="Deployment"
            href="/langsmith/deployment"
            icon="/images/brand/deployment-icon-dark.png"
            cta="Learn more"
        >
            Ship your agent in one click, using scalable infrastructure built for long-running tasks.
        </Card>
        <Card
            title="LLM Gateway (Private beta)"
            href="/langsmith/llm-gateway"
            icon="route"
            cta="Learn more"
        >
            Proxy LLM calls to enforce spend limits, redact sensitive data, and centrally manage provider credentials.
        </Card>
    </CardGroup>

    <Callout icon="shield-lock" color="#4F46E5" iconType="regular">
    LangSmith meets the highest standards of data security and privacy with HIPAA, SOC 2 Type 2, and GDPR compliance. [Meet with our team](https://www.langchain.com/contact-sales) to learn more or visit our [Trust Center](https://trust.langchain.com/).
    </Callout>

    <h2 class="flex whitespace-pre-wrap group font-semibold">LangSmith Fleet</h2>
    <Card
            title="Fleet"
            href="/langsmith/fleet/index"
            icon="/images/brand/fleet-icon-dark.png"
            cta="Learn more"
        >
            Create helpful AI agents without code. Start from a template, connect your accounts, and let the agent handle routine work while you stay in control.
        </Card>

    <h2 class="flex whitespace-pre-wrap group font-semibold">Open source agent frameworks</h2>

    <Tabs>
        <Tab title="Python" icon="brand-python">
            <CardGroup cols={3}>
                <Card
                    title="Deep Agents (Python)"
                    href="/oss/python/deepagents/overview"
                    icon="/images/brand/deep-agents-icon.png"
                    cta="Learn more"
                >
                    Quickly build agents that can tackle any task.
                </Card>
                <Card
                    title="LangChain (Python)"
                    href="/oss/python/langchain/overview"
                    icon="/images/brand/langchain-icon.png"
                    cta="Learn more"
                >
                    Customize the building blocks of your agents.
                </Card>
                <Card
                    title="LangGraph (Python)"
                    href="/oss/python/langgraph/overview"
                    icon="/images/brand/langgraph-icon.png"
                    cta="Learn more"
                >
                    Control every step of your custom agent with low-level orchestration, memory, and human-in-the-loop support.
                </Card>
            </CardGroup>
        </Tab>
        <Tab title="TypeScript" icon="brand-typescript">
            <CardGroup cols={3}>
                <Card
                    title="Deep Agents (TypeScript)"
                    href="/oss/javascript/deepagents/overview"
                    icon="/images/brand/deep-agents-icon.png"
                    cta="Learn more"
                >
                    Quickly build agents that can tackle any task.
                </Card>
                <Card
                    title="LangChain (TypeScript)"
                    href="/oss/javascript/langchain/overview"
                    icon="/images/brand/langchain-icon.png"
                    cta="Learn more"
                >
                    Customize the building blocks of your agents.
                </Card>
                <Card
                    title="LangGraph (TypeScript)"
                    href="/oss/javascript/langgraph/overview"
                    icon="/images/brand/langgraph-icon.png"
                    cta="Learn more"
                >
                    Control every step of your custom agent with low-level orchestration, memory, and human-in-the-loop support.
                </Card>
            </CardGroup>
        </Tab>
    </Tabs>

    <h2 class="flex whitespace-pre-wrap group font-semibold">Get started</h2>

    <CardGroup cols={4}>
        <Card title="Build your first agent with LangChain" icon="settings" href="/oss/python/langchain/quickstart" cta="Get started" />
        <Card title="Sign up for LangSmith" icon="tools" href="https://smith.langchain.com?utm_source=docs&utm_medium=cta&utm_campaign=langsmith-signup&utm_content=home-card" cta="Try LangSmith" />
        <Card title="Build an advanced agent with LangGraph" icon="robot" href="/oss/python/langgraph/quickstart" cta="Get started"/>
        <Card title="Enroll in LangChain Academy" icon="school" href="https://academy.langchain.com/" cta="Get started"/>
    </CardGroup>

    <h2 class="flex whitespace-pre-wrap group font-semibold">Additional resources</h2>

    <CardGroup cols={4}>
        <Card title="Community forum" icon="messages" href="https://forum.langchain.com/" cta="Join">
            Ask questions, share solutions, and discuss best practices.
        </Card>
        <Card title="Community Slack" icon="brand-slack" href="https://www.langchain.com/join-community" cta="Join">
            Connect with other builders and get quick help.
        </Card>
        <Card title="Support portal" icon="message-circle-question" href="https://support.langchain.com/" cta="Visit">
            Submit tickets and track support requests.
        </Card>
        <Card title="LangSmith status" icon="tools" href="https://status.smith.langchain.com/" cta="View">
            Real-time status of LangSmith services and APIs.
        </Card>
    </CardGroup>

</div>