
LangGraph
Agent orchestration framework for reliable AI agents
Quick Answer
LangGraph is an MIT-licensed open-source library and agent runtime for building reliable AI agents, giving developers low-level primitives instead of a fixed abstraction. It supports human-in-the-loop control, persistent memory across interactions and first-class streaming. Free and open source, with LangSmith available as the paid agent-engineering platform for debugging and deployment.
LangGraph is an MIT-licensed open-source library from LangChain for building stateful, multi-actor AI agents. It gives developers low-level primitives to build expressive, customizable agent workflows, with memory, human-in-the-loop checks and first-class streaming. It pairs with LangSmith for tracing, debugging and deployment.
LangGraph gives developers low-level primitives for expressive, customizable agent workflows, with easy-to-add human-in-the-loop checks to steer and approve agent actions, and it is designed with streaming workflows in mind without adding overhead to your code.
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Dimension Scores
· 6.9 avgHow good it is, across universal quality axes
Task Scores
· 7.6 avgWhat it can do, per category it works in · showing 10 of 10 tasks scoring 5+
Scores are AI-estimated from publicly available data — not an independent test or a verified user rating. How we rank →

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2 eventsThe Model(s) Behind It
Model details — extracted from public vendor sources by our pipeline (AI extraction plus a source check) or admin-entered. Shown as claimed by the vendor; not independently audited by Intelloro.
Pricing verified from the vendor pricing page.
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Who It's For3 rolesSoftware DevelopersData ScientistsComputer and Information Research Scientists
Platform, Content & Languages2 content types1 languagesCodeTextEnglish+6 more
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Frequently Asked Questions
What can LangGraph do?
LangGraph can: Persist memory for future interactions, Expressive, customizable agent workflows built from low-level primitives, Low-level control over agent logic, Integration with LangChain ecosystem. Best for: Developers building AI agents who need low-level control.
How much does LangGraph cost?
LangGraph is open source and free to self-host. Cloud hosting options may have separate pricing.
Is LangGraph free?
Yes, LangGraph is open source and free to self-host. Managed hosting may carry separate costs.
What makes LangGraph unique?
LangGraph gives developers low-level primitives for expressive, customizable agent workflows, with easy-to-add human-in-the-loop checks to steer and approve agent actions, and it is designed with streaming workflows in mind without adding overhead to your code.
Does LangGraph have an API?
Yes, LangGraph offers a public API for developers to integrate its capabilities into custom applications and workflows.
What platforms does LangGraph support?
LangGraph is available on web, API, and CLI.
What languages does LangGraph support?
LangGraph supports English.
Does LangGraph work offline?
Yes, LangGraph supports offline use — you can run it without an active internet connection.
Who is LangGraph for?
LangGraph is designed for Developers building AI agents who need low-level control; Engineering teams building stateful, multi-actor LLM applications; Developers who need human-in-the-loop moderation and control over an agent's execution.
Trust Score
Excellent
Based on 18 data signals
Confidence: High
Reflects publicly available data, not an independent audit
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AI Governance & Regulatory Disclosures
Legally-sensitive fields — extracted from public vendor sources by our pipeline (AI extraction plus a source check) or admin-entered. Shown as claimed by the vendor; not independently audited by Intelloro.
