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Original file line number | Diff line number | Diff line change |
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--- | ||
title: LangChain docs home | ||
sidebarTitle: Home | ||
description: "The platform for reliable agents" | ||
mode: "wide" | ||
title: | ||
sidebarTitle: All docs | ||
mode: "center" | ||
--- | ||
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# The agent engineering platform | ||
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# Frameworks | ||
Tools for every step of the agent development lifecycle. Ship reliable agents fast with open source frameworks for building agents, and our commercial platform LangSmith for observing, evaluating, and deploying agents. | ||
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## Get started | ||
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<CardGroup cols={4}> | ||
<Card title="Send your first trace" icon="monitor-waveform" href="/langsmith/integrations" cta="Get started" /> | ||
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<Card title="Build your first agent" icon="gear" href="/oss/python/langchain/quickstart" cta="Get started" /> | ||
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<Card title="Build an advanced agent" icon="gears" href="/oss/python/langgraph/quickstart" cta="Get started"/> | ||
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<Card title="Sign up for LangSmith" icon="screwdriver-wrench" href="https://smith.langchain.com/" cta="Try LangSmith" /> | ||
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</CardGroup> | ||
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## Open source agent frameworks | ||
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<Tabs> | ||
<Tab title="Python" icon="python"> | ||
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<CardGroup cols={2}> | ||
<Card | ||
title="LangChain - Python" | ||
href="https://python.langchain.com/docs/introduction/" | ||
title="LangChain" | ||
href="/oss/python/langchain/overview" | ||
icon="link" | ||
cta="Learn more" | ||
> | ||
Get started quickly with pre-built agent architectures and standard integrations for swapping model providers. | ||
</Card> | ||
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<Card | ||
title="LangGraph" | ||
href="/oss/python/langgraph/overview" | ||
icon="circle-nodes" | ||
cta="Learn more" | ||
> | ||
Open-source framework for developing applications powered by large language models (LLMs). | ||
Control every step of your custom agent with low-level orchestration, memory, and human-in-the-loop support. | ||
</Card> | ||
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</CardGroup> | ||
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</Tab> | ||
<Tab title="JavaScript" icon="js"> | ||
<CardGroup cols={2}> | ||
<Card | ||
title="LangChain - JavaScript" | ||
href="https://js.langchain.com/docs/introduction/" | ||
title="LangChain" | ||
href="/oss/javascript/langchain/overview" | ||
icon="link" | ||
cta="Learn more" | ||
> | ||
Open-source framework for developing applications powered by large language models (LLMs). | ||
Get started quickly with pre-built agent architectures and standard integrations for swapping model providers. | ||
</Card> | ||
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<Card | ||
title="LangGraph" | ||
href="/oss/python" | ||
href="/oss/javascript/langgraph/overview" | ||
icon="circle-nodes" | ||
cta="Learn more" | ||
> | ||
Low-level orchestration framework for building, managing, and deploying long-running, stateful agents. | ||
Control every step of your custom agent with low-level orchestration, memory, and human-in-the-loop support. | ||
</Card> | ||
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</CardGroup> | ||
</Tab> | ||
</Tabs> | ||
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# Platforms | ||
## LangSmith offerings | ||
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<CardGroup cols={2}> | ||
<Card | ||
title="LangGraph Platform" | ||
href="/langgraph-platform/" | ||
title="Observability" | ||
href="/langsmith/observability" | ||
icon="magnifying-glass" | ||
cta="Learn more" | ||
> | ||
Commercial platform for developing, deploying, and scaling long-running agents and worflows. | ||
See exactly how your agent thinks and acts with detailed tracing and aggregate trend metrics. | ||
</Card> | ||
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<Card | ||
title="LangSmith" | ||
href="https://docs.smith.langchain.com/" | ||
title="Evaluation" | ||
href="/langsmith/evaluation" | ||
icon="chart-simple" | ||
cta="Learn more" | ||
> | ||
Observability and evals platform for debugging, testing, and monitoring any AI application. | ||
Test and score agent behavior on production data or offline datasets to continuously improve performance. | ||
</Card> | ||
</CardGroup> | ||
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# Experimental | ||
<Card | ||
title="Prompt Engineering" | ||
href="/langsmith/prompt-engineering" | ||
icon="terminal" | ||
cta="Learn more" | ||
> | ||
Iterate on prompts with version control, auto-generated prompt improvement, and collaboration features. | ||
</Card> | ||
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<CardGroup cols={2}> | ||
<Card | ||
title="LangChain Labs" | ||
href="/labs" | ||
title="Deployment" | ||
href="/langgraph-platform" | ||
icon="rocket-launch" | ||
cta="Learn more" | ||
> | ||
A collection of agents and experimental AI products. | ||
Ship your agent in one click with infrastructure built for long-running tasks and human oversight. | ||
</Card> | ||
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</CardGroup> | ||
|
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@@ -7,13 +7,13 @@ import AlphaCallout from '/snippets/alpha-lg-callout.mdx'; | |||||
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<AlphaCallout /> | ||||||
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Trusted by companies shaping the future of agents - including Klarna, Replit, Elastic, and more - LangGraph is a low-level orchestration framework for building, managing, and deploying long-running, stateful agents. | ||||||
Trusted by companies shaping the future of agents-- including Klarna, Replit, Elastic, and more-- LangGraph is a low-level orchestration framework and runtime for building, managing, and deploying long-running, stateful agents. | ||||||
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LangGraph is very low-level, and focused entirely on agent **orchestration**. Before using LangGraph, it is recommended you familiarize yourself with some of the components used to build agents, starting with [models](/oss/langchain/models) and [tools](/oss/langchain/tools). We will commonly use [LangChain](/oss/langchain/overview) components throughout the documentation, but you don't need to use LangChain to use LangGraph. | ||||||
LangGraph is very low-level, and focused entirely on agent **orchestration**. Before using LangGraph, we recommend you familiarize yourself with some of the components used to build agents, starting with [models](/oss/langchain/models) and [tools](/oss/langchain/tools). | ||||||
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If you are just getting started with agents, or want a higher level abstraction, it is recommended that you use LangChain's [agents](/oss/langchain/agents). | ||||||
We will commonly use [LangChain](/oss/langchain/overview) components throughout the documentation to integrate models and tools, but you don't need to use LangChain to use LangGraph. If you are just getting start with agents or want a higher level abstraction, we recommend you use LangChain's [agents](/oss/langchain/agents) that provide pre-built architectures for common LLM and tool calling loops. | ||||||
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. Corrected spelling of 'start' to 'started'.
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Copilot uses AI. Check for mistakes. Positive FeedbackNegative Feedback |
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LangGraph is focused on the underlying capabilties important for agent orchestration: durable execution, streaming, human-in-the-loop, etc. We expose two different APIs for consuming these capabilities: a Graph API and a functional API. We largely use the Graph API throughout the documentation, but feel free to use the functional API if you'd prefer. | ||||||
LangGraph is focused on the underlying capabilities important for agent orchestration: durable execution, streaming, human-in-the-loop, and more. | ||||||
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## <Icon icon="download" size={20} /> Install | ||||||
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The title field in the frontmatter is empty. This should contain a descriptive title for the homepage, such as 'LangChain Documentation Home' or 'LangChain Platform'.
Copilot uses AI. Check for mistakes.