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LangChain
LangChain

LangGraph

A low-level agent orchestration framework for building stateful, multi-agent AI systems with full control over workflows, memory, and human-in-the-loop oversight.

LangGraph is an MIT-licensed agent orchestration framework that provides granular, low-level primitives for designing fully customizable agent architectures including single-agent, multi-agent, and hierarchical control flows. It features built-in persistent memory stores that maintain conversation histories across sessions. The framework supports native token-by-token streaming, human-in-the-loop interrupt and approval workflows, and avoids black-box abstractions, letting teams build solutions tailored to their specific requirements. Production adoption includes Klarna, Lyft, LinkedIn, and Cloudflare.

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Use cases

Building multi-agent orchestration systems with complex control flows

Creating conversational AI agents with persistent cross-session memory

Implementing human-in-the-loop approval workflows

Developing long-running, fault-tolerant agent applications

Integrations
OpenAI
Anthropic
Google Gemini
MCP
LangSmith
Composio
Memgraph
AWS
Google Cloud
Azure
Expected outcomes

Reduced agent development time through reusable orchestration primitives

Improved agent reliability through built-in state management and persistence

Increased flexibility avoiding vendor lock-in

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Company

LangChain
San Francisco, USA
Founded 2023

Primary Verticals

Financial Services (BFSI)Healthcare & Life SciencesRetail & E-commerceTelecom & MediaManufacturing
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Functions

Engineering & DevOpsIT OperationsCustomer ExperienceData & Analytics

Industries

Financial Services (BFSI)Healthcare & Life SciencesRetail & E-commerceTelecom & MediaManufacturing
10

Integrations

4

Use cases

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