langgraph-example  by langchain-ai

Example agent for LangGraph Cloud deployment

created 1 year ago
390 stars

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Project Summary

This repository provides an example agent designed for deployment on LangGraph Cloud, targeting developers building stateful, multi-actor LLM applications. It simplifies the process of creating production-ready HTTP microservices for complex LLM workflows, enabling faster time-to-market by handling scaling and API design.

How It Works

LangGraph is a library for constructing LLM applications with built-in support for state persistence, cycles, and human-in-the-loop interactions. This example leverages LangGraph's capabilities to create conversational agents and long-running, multi-step LLM processes. The core advantage is abstracting away infrastructure concerns, allowing developers to focus on the graph logic while LangGraph Cloud manages deployment, scaling, and API exposure.

Quick Start & Requirements

To deploy this agent, fork the repository and follow the instructions provided in the LangGraph Cloud documentation. Specific installation commands and prerequisites are detailed within the linked deployment guide.

Highlighted Details

  • Enables one-liner deployment of production-ready HTTP microservices for LangGraph applications.
  • Offers built-in support for persistent checkpoints, cycles, and human-in-the-loop interactions.
  • API design is inspired by the OpenAI Assistants API for seamless integration.

Maintenance & Community

Information regarding maintainers, community channels, or roadmaps is not explicitly detailed in this README.

Licensing & Compatibility

The licensing details for this specific example repository are not provided in the README. Compatibility for commercial use or closed-source linking would depend on the underlying LangGraph library's license and any specific terms for LangGraph Cloud.

Limitations & Caveats

This repository serves as a basic example for deployment; advanced customization or specific agent logic would require further development. The README does not detail specific performance benchmarks or known limitations of the example agent itself.

Health Check
Last commit

9 months ago

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Inactive

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49 stars in the last 90 days

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