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What is LangGraph?

LangGraph empowers users to achieve greater accuracy and control by facilitating the development of agents that can adeptly handle complex tasks. It serves as a robust platform for building and scaling applications driven by these intelligent agents. The platform’s versatile structure supports a range of control strategies, such as single-agent, multi-agent, hierarchical, and sequential flows, effectively meeting the demands of complicated real-world scenarios. To ensure dependability, simple integration of moderation and quality loops allows agents to stay aligned with their goals. Moreover, LangGraph provides the tools to create customizable templates for cognitive architecture, enabling straightforward configuration of tools, prompts, and models through LangGraph Platform Assistants. With a built-in stateful design, LangGraph agents collaborate with humans by preparing work for review and waiting for consent before proceeding with actions. Users have the capability to oversee the decision-making processes of the agents, while the "time-travel" function offers the ability to revert and modify prior actions for enhanced accuracy. This adaptability not only ensures effective task execution but also allows agents to respond to evolving needs and constructive feedback, fostering continuous improvement in their performance. As a result, LangGraph stands out as a powerful ally in navigating the complexities of task management and optimization.

What is Agent Development Kit (ADK)?

The Agent Development Kit (ADK) is a modular, open-source framework that empowers developers to create, test, and deploy AI agents using Google’s cutting-edge technologies. Built for seamless integration with Gemini models, ADK supports the creation of simple, task-oriented agents or complex multi-agent systems capable of sophisticated collaboration and coordination. The platform offers advanced features like dynamic routing, pre-built tools for common tasks, and an ecosystem that supports third-party libraries. With flexible deployment options such as Vertex AI, Cloud Run, or local environments, ADK is a robust solution for building scalable, production-ready AI systems.

Media

Media

Integrations Supported

Agent2Agent
AgentForge
Amazon Web Services (AWS)
Arize AI
Astra DB
Chroma
Claude
Cohere
Databricks Data Intelligence Platform
E2B
Elasticsearch
FastAgency
Gemini
Google Cloud Run
LangChain
LangSmith
Liona
Mem0
Python
Vertex AI

Integrations Supported

Agent2Agent
AgentForge
Amazon Web Services (AWS)
Arize AI
Astra DB
Chroma
Claude
Cohere
Databricks Data Intelligence Platform
E2B
Elasticsearch
FastAgency
Gemini
Google Cloud Run
LangChain
LangSmith
Liona
Mem0
Python
Vertex AI

API Availability

Has API

API Availability

Has API

Pricing Information

Free
Free Trial Offered?
Free Version

Pricing Information

Free
Free Trial Offered?
Free Version

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Company Facts

Organization Name

LangChain

Date Founded

2022

Company Location

United States

Company Website

www.langchain.com/langgraph

Company Facts

Organization Name

Google

Date Founded

1998

Company Location

United States

Company Website

google.github.io/adk-docs/

Categories and Features

Categories and Features

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